&lt;p&gt;Our mission at Duolingo is to develop the best education in the world and make it universally available. But we’ve got more left to do — and that&#x27;s where you come in!&lt;/p&gt;
&lt;p&gt;Duolingo is the most popular language-learning application in the world, with over 500 million learners and over half a billion exercises completed daily. Beyond our core learning product, we have also entered into literacy with&lt;a href=&quot;https://www.duolingo.com/abc&quot; target=&quot;_blank&quot;&gt;&amp;nbsp;Duolingo ABC&lt;/a&gt;&amp;nbsp;and English proficiency testing with the&lt;a href=&quot;https://englishtest.duolingo.com/home&quot; target=&quot;_blank&quot;&gt;&amp;nbsp;Duolingo English Test&lt;/a&gt;.&lt;/p&gt;
&lt;p&gt;We are passionate about educating our users, making fact-based decisions, and finding innovative solutions to complex problems. We offer meaningful work, limitless learning opportunities, and collaboration with world-class minds. Come brighten your life and over half a billion more!&lt;/p&gt;
&lt;p&gt;Use data to generate forecasts that drive strategic decisions and guide product development for learners worldwide.&lt;/p&gt;
&lt;p&gt;Analytics specialists on the Data Science team build the data foundation for reporting, analysis, experimentation, and machine learning at Duolingo. We are looking for someone with expertise in metric development, data modeling, SQL, and Python. Using these tools, you will transform raw data into an analytics layer that powers decision-making at the company (e.g. metrics, dashboards, tables).&lt;/p&gt;
&lt;p&gt;You will partner with data scientists, platform engineers, product managers, and business leads to architect new data models, audit logging schemas, build metrics, and work with orchestration frameworks like Airflow or Cloud Composer. The data models and metrics you build will help us understand how Duolingo’s unique content and gamification features make learning accessible and fun.&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;You will...&lt;/strong&gt;&lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;Develop and improve standardized metrics to understand user behavior&lt;/li&gt;
&lt;li&gt;Build new data pipelines to power these metrics by navigating complex schemas and large data sets&lt;/li&gt;
&lt;li&gt;Create intuitive visualizations and dashboards with an eye towards useful insights&lt;/li&gt;
&lt;li&gt;Monitor topline trends to inform and shape team roadmap&lt;/li&gt;
&lt;li&gt;Create and contribute to a documentation-first data culture&lt;/li&gt;
&lt;/ul&gt;
&lt;p&gt;&lt;strong&gt;You have...&lt;/strong&gt;&lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;Bachelor&#x27;s degree in a quantitative field or commensurate work experience&lt;/li&gt;
&lt;li&gt;2+ years of relevant industry experience&lt;/li&gt;
&lt;li&gt;Passion for high data quality and scaling data science work&lt;/li&gt;
&lt;li&gt;Advanced SQL and familiarity with ETL/ETLT in a cloud-based data warehousing environment (Bigquery, Snowflake, Redshift, etc)&lt;/li&gt;
&lt;li&gt;Proficient with an object-oriented programming language, preferably Python&lt;/li&gt;
&lt;li&gt;Ability to conduct simple statistical analysis to inform business decisions&lt;/li&gt;
&lt;li&gt;Strong communication, documentation and data visualization skills&lt;/li&gt;
&lt;/ul&gt;
&lt;p&gt;&lt;strong&gt;Exceptional candidates will have...&lt;/strong&gt;&lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;Experience with dbt and 3rd party BI tools (Looker, Tableau, Superset, etc)&lt;/li&gt;
&lt;li&gt;Experience with an ETL framework like Airflow or Cloud Composer&lt;/li&gt;
&lt;li&gt;An eye for design when it comes to dashboards and visualization tools&lt;/li&gt;
&lt;li&gt;Familiarity with experimentation and machine learning techniques&lt;/li&gt;
&lt;/ul&gt;
&lt;p&gt;&lt;strong&gt;Why you’ll love working here…&lt;/strong&gt;&lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;Language learning opportunities&lt;/li&gt;
&lt;li&gt;Catered in-house lunches, and breakfast and dinner options&lt;/li&gt;
&lt;li&gt;Company-wide Hackathon&lt;/li&gt;
&lt;li&gt;Frequent company-wide dinners, monthly celebrations, social clubs, and so much more!&lt;/li&gt;
&lt;/ul&gt;
&lt;hr&gt;
&lt;p&gt;We will do everything we can within reason to make sure that your interview takes place in an environment that fairly and accurately assesses your skills. If you need assistance or accommodation, please contact your recruiter.&lt;/p&gt;
&lt;p&gt;Because Duolingo intends to require all employees to return to work from an office, all employees will need to be fully vaccinated against COVID-19 and have received any booster doses as recommended by the Centers for Disease Control and Prevention to remain employed unless they have an exemption to vaccination pursuant to a required reasonable accommodation. This is so that our employees feel safe in the office.&lt;/p&gt;
&lt;p&gt;Take a peek at how we care for our employees&#x27; holistic well-being with our benefits&amp;nbsp;&lt;a class=&quot;c-link&quot; href=&quot;https://careers.duolingo.com/#benefits&quot; target=&quot;_blank&quot; data-stringify-link=&quot;https://careers.duolingo.com/#benefits&quot; data-sk=&quot;tooltip_parent&quot; data-remove-tab-index=&quot;true&quot;&gt;here&lt;/a&gt;.&lt;/p&gt;

Data Scientist, Analytics

&lt;p&gt;Our mission at Duolingo is to develop the best education in the world and make it universally available. But we’ve got more left to do — and that&#x27;s where you come in!&lt;/p&gt;
&lt;p&gt;Duolingo is the most popular language-learning application in the world, with over 500 million learners and over half a billion exercises completed daily. Beyond our core learning product, we have also entered into literacy with&lt;a href=&quot;https://www.duolingo.com/abc&quot; target=&quot;_blank&quot;&gt;&amp;nbsp;Duolingo ABC&lt;/a&gt;&amp;nbsp;and English proficiency testing with the&lt;a href=&quot;https://englishtest.duolingo.com/home&quot; target=&quot;_blank&quot;&gt;&amp;nbsp;Duolingo English Test&lt;/a&gt;.&lt;/p&gt;
&lt;p&gt;We are passionate about educating our users, making fact-based decisions, and finding innovative solutions to complex problems. We offer meaningful work, limitless learning opportunities, and collaboration with world-class minds. Come brighten your life and over half a billion more!&lt;/p&gt;
&lt;p&gt;As a Data Scientist, you’ll generate insights that guide product development for 500 millions learners worldwide. Your role will focus on analyzing user retention and engagement in our flagship learning app, with a focus on Duolingo’s unique social and gamification features that make learning fun.&lt;/p&gt;
&lt;h2&gt;&lt;strong&gt;You will:&lt;/strong&gt;&lt;/h2&gt;
&lt;ul&gt;
&lt;li&gt;Work closely with heads of product and engineering to lead data science efforts related to retention, engagement, social, and gamification features&lt;/li&gt;
&lt;li&gt;Leverage a wide range of analytical/statistical methodologies to enable product development decisions&lt;/li&gt;
&lt;li&gt;Collaborate with data scientists and product managers launching hundreds of experiments each quarter&lt;/li&gt;
&lt;li&gt;Continuously identify best-in-class methodologies and innovative solutions to improve and grow the data science practice at Duolingo&lt;/li&gt;
&lt;li&gt;Manage cross-functional relationships to prioritize and resource all data science projects touching the engagement area&lt;/li&gt;
&lt;li&gt;Own dashboards, reports, and codebase related to engagement and retention&lt;/li&gt;
&lt;li&gt;Ensure the integrity of our tracking and data&lt;/li&gt;
&lt;/ul&gt;
&lt;h2&gt;&lt;strong&gt;You have:&lt;/strong&gt;&lt;/h2&gt;
&lt;ul&gt;
&lt;li&gt;5+ years of data science experience, particularly with digital consumer products with millions of users&lt;/li&gt;
&lt;li&gt;BA/BS in a quantitative field (e.g.: statistics, economics, computer science) or commensurate work experience at a high-growth start-up or top technology company&lt;/li&gt;
&lt;li&gt;Expert-level skills in SQL, R/Python, and statistical methods to analyze and model behavioral data&lt;/li&gt;
&lt;li&gt;Strong relationship management and executive presentation skills&lt;/li&gt;
&lt;li&gt;Ability to extract insights from messy, ambiguous datasets to inform product development decisions&lt;/li&gt;
&lt;li&gt;Ability to translate complex models/analysis into insights that are accessible to non-technical stakeholders, and prioritize work based on highest business impact vs technical complexity&lt;/li&gt;
&lt;/ul&gt;
&lt;h2&gt;&lt;strong&gt;Exceptional candidates will have:&lt;/strong&gt;&lt;/h2&gt;
&lt;ul&gt;
&lt;li&gt;MS or PhD degree in a quantitative field (e.g.: statistics, economics, computer science)&lt;/li&gt;
&lt;li&gt;Applied experience with “big data” technologies (e.g. BigQuery, Redshift, Hadoop), analysis of complex experiments, and statistical modeling using very large datasets (clustering, predictive modeling, etc).&lt;/li&gt;
&lt;li&gt;Experience with freemium business models, and/or products that achieve user growth through word of mouth&lt;/li&gt;
&lt;li&gt;Experience articulating business questions and using available data to find answers that translate into business recommendations&lt;/li&gt;
&lt;li&gt;Ability to thrive in a high-growth environment&lt;/li&gt;
&lt;li&gt;Demonstrated self-direction, with a desire both to learn new techniques and teach others&lt;/li&gt;
&lt;li&gt;Comfortable working in a fast-paced environment with imperfect datasets&lt;/li&gt;
&lt;li&gt;Programming experience in Java or Scala a plus&lt;/li&gt;
&lt;/ul&gt;
&lt;hr&gt;
&lt;p&gt;We will do everything we can within reason to make sure that your interview takes place in an environment that fairly and accurately assesses your skills. If you need assistance or accommodation, please contact your recruiter.&lt;/p&gt;
&lt;p&gt;Because Duolingo intends to require all employees to return to work from an office, all employees will need to be fully vaccinated against COVID-19 and have received any booster doses as recommended by the Centers for Disease Control and Prevention to remain employed unless they have an exemption to vaccination pursuant to a required reasonable accommodation. This is so that our employees feel safe in the office.&lt;/p&gt;
&lt;p&gt;Take a peek at how we care for our employees&#x27; holistic well-being with our benefits&amp;nbsp;&lt;a class=&quot;c-link&quot; href=&quot;https://careers.duolingo.com/#benefits&quot; target=&quot;_blank&quot; data-stringify-link=&quot;https://careers.duolingo.com/#benefits&quot; data-sk=&quot;tooltip_parent&quot; data-remove-tab-index=&quot;true&quot;&gt;here&lt;/a&gt;.&lt;/p&gt;

Lead Data Scientist, Growth

&lt;h2&gt;&lt;strong&gt;Job Description&lt;/strong&gt;&lt;/h2&gt;
&lt;p&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;As a Lead Data Scientist, you’ll&lt;/span&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt; manage a team that generates insights to guide product development for 500 millions learners worldwide. &lt;/span&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;&amp;nbsp;Your team will focus on &lt;/span&gt;&lt;strong&gt;analyzing user retention and engagement in our flagship learning app, with a focus on Duolingo’s unique social and gamification&lt;/strong&gt; &lt;strong&gt;features&lt;/strong&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt; that make learning fun.&amp;nbsp;&lt;/span&gt;&lt;/p&gt;
&lt;h2&gt;&lt;strong&gt;What you’ll do&lt;/strong&gt;&lt;/h2&gt;
&lt;ul&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Lead a team of 2-3 data scientists working on retention, engagement, social, and gamification features&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Manage cross-functional relationships to prioritize and resource all data science projects touching the Growth area&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Continuously identify best-in-class methodologies to grow the data science practice at Duolingo&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Own dashboards, reports, and data science codebase related to growth&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Ensure the integrity of our tracking and data&lt;/span&gt;&lt;/li&gt;
&lt;/ul&gt;
&lt;h2&gt;&lt;strong&gt;Requirements&lt;/strong&gt;&lt;/h2&gt;
&lt;ul&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;8+ years of data science experience, particularly with digital consumer products with millions of users&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;3+ years of people management experience&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;BA/BS in a quantitative field (e.g.: statistics, economics, computer science) or commensurate work experience at a high-growth start-up or top technology company&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Expert-level skills in SQL, R/Python, and statistical methods to analyze and model behavioral data&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Ability to extract insights from large, ambiguous datasets to inform product development decisions&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Strong communication/presentation skills with a track record of communicating complex analyses to executives/ senior management clearly and concisely&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Ability to Relocate to Pittsburgh, PA&lt;/span&gt;&lt;/li&gt;
&lt;/ul&gt;
&lt;h2&gt;&lt;strong&gt;Bonus Points&lt;/strong&gt;&lt;/h2&gt;
&lt;ul&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;MS or PhD degree in a quantitative field (e.g.: statistics, economics, computer science)&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Applied experience with “big data” technologies (e.g. BigQuery, Redshift, Hadoop), analysis of complex experiments, and statistical modeling using very large datasets (clustering, predictive modeling, etc).&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Experience with freemium business models, and/or products that achieve user growth through word of mouth&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Experience articulating business questions and using available data to find answers that translate into business recommendations&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Ability to thrive in a high-growth environment&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Demonstrated self-direction, with a desire both to learn new techniques and teach others&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Comfortable working in a fast-paced environment with imperfect datasets&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Programming experience in Java or Scala a plus&lt;/span&gt;&lt;/li&gt;
&lt;/ul&gt;
&lt;p&gt;&lt;strong&gt;Why you’ll love working here…&lt;/strong&gt;&lt;/p&gt;
&lt;ul&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Language learning opportunities&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Catered in-house lunches, and breakfast and dinner options&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Company-wide Hackathon&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Frequent company-wide dinners, monthly celebrations, social clubs, and so much more!&lt;/span&gt;&lt;/li&gt;
&lt;/ul&gt;

&lt;div class=&quot;content-intro&quot;&gt;&lt;p&gt;&lt;strong&gt;Who We Are&lt;/strong&gt;&lt;/p&gt;
&lt;p&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;At Aurora, we’re on a mission to deliver the benefits of self-driving technology safely, quickly, and broadly. It all starts with the Aurora Driver, a platform created from industry-leading hardware and software and designed to adapt across a variety of vehicle types and industries.&lt;/span&gt;&lt;/p&gt;
&lt;p&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;We’re led by a team of self-driving luminaries, and we’ve forged strategic partnerships with leading transportation companies—including ride-hailing network Uber, truck-manufacturers PACCAR and Volvo Trucks, and the world’s largest automaker Toyota—setting us up to deliver the Aurora Driver in both trucks and passenger vehicles. We are funded by Amazon, Uber, T Rowe Price, and some of Silicon Valley’s best venture capital firms, including Sequoia, Greylock, and Index Ventures.&lt;/span&gt;&lt;/p&gt;
&lt;p&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Aurora is in the best position to lead the self-driving space with a team of unparalleled depth and expertise, the technology to deliver, and the partnerships to build a transformative business for the long-term.&lt;/span&gt;&lt;/p&gt;&lt;/div&gt;&lt;p&gt;Aurora hires talented people with diverse backgrounds who are ready to help build a transportation ecosystem that will make our roads safer, get crucial goods where they need to go, and make mobility more efficient and accessible for all. &lt;span style=&quot;font-weight: 400;&quot;&gt;We’re searching for a Data Science Architect to lay the foundation in making data-informed decisions that impact the safety of&amp;nbsp; Autonomous Vehicle behaviors, verification and validation of Aurora&#x27;s self-driving technology and business growth. While interviewing, you will be expected to intelligently reason about various applications of data science in the verification and validation of autonomous driving which include heuristics that define safe driving behavior, data adequacy requirements to address sample size issues, and data quality issues. Your role will interface with Product, Autonomy Development, Systems and Safety Engineering teams and will drive mission-critical decisions in a multi-trillion dollar industry.&lt;/span&gt;&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;In this role, you will&lt;/strong&gt;&lt;/p&gt;
&lt;ul&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Define safety risk framework/architecture&amp;nbsp; to quantify system and subsystem risk&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Define heuristic models and data requirements to establish statistical arguments for good driving behaviors&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Identify key metrics for safety and performance of autonomous driving in selected Operational Design Domains (ODDs), based on first principles, as well as an analysis of manual and autonomous driving miles&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Establish human driving performance and safety baselines in selected ODDs&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Define data-driven targets for autonomous driving performance and safety in selected ODDs. Be able to argue for why those targets are valid and reason about the effect on traffic safety if those targets are achieved&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Guide the design of Simulated and real-world driving experiments to efficiently understand the gaps between achieved system performance/safety and desired targets&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Assist with methodologies and planning for AV verification and validation at system and subsystem level&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Support the development of market entry plans that align market opportunity with technical capability&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Support and educate other technical teams on their data science needs&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Identify, utilize, or create as appropriate the needed technical machinery for large scale data analysis and visualization. In particular, to analyze historical and current data and use it to predict future system performance&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Discover and analyze relevant information from multiple large data sets to further Aurora&#x27;s mission of delivering Autonomous Vehicle technology Safely, Quickly and Broadly&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Work with Motion Planning, Perception, Safety and Simulation engineers to ensure their respective teams have the information they need to make timely, informed decisions.&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Surface succinct, actionable data widely in regularly updated dashboards&lt;/span&gt;&lt;/li&gt;
&lt;/ul&gt;
&lt;p&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;&amp;nbsp;&lt;/span&gt;&lt;strong&gt;Required Qualifications&lt;/strong&gt;&lt;/p&gt;
&lt;ul&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;MS or PhD in Statistics, Mathematics, Applied Math,&amp;nbsp; or a related field.&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Experience architecting data and software systems to facilitate reliable statistical analysis at scale&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Practical knowledge of common data analysis, inference, and statistical modeling tools, including Python and/or R&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Self-starter who will see opportunities to apply capabilities that add value throughout the organization&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Superb analytical and problem solving skills, and an ability to deeply understand the “why” and “how” of what we are working on&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Strong interpersonal and communication skills&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Excellent planning and organizational abilities&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Ability to technical leadership and mentoring&amp;nbsp;&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Enthusiasm for applying data science to the toughest challenges in autonomous driving&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;6+ years of experience in a Data Science/Statistical Analysis role is preferred&lt;/span&gt;&lt;/li&gt;
&lt;/ul&gt;
&lt;p&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;&amp;nbsp;&lt;/span&gt;&lt;/p&gt;
&lt;p&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;&amp;nbsp;#LI-FF1&lt;/span&gt;&lt;/p&gt;
&lt;p&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;#Mid-Senior&amp;nbsp;&lt;/span&gt;&lt;/p&gt;&lt;div class=&quot;content-conclusion&quot;&gt;&lt;p&gt;&lt;strong&gt;Working at Aurora&lt;/strong&gt;&lt;/p&gt;
&lt;p&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;At Aurora, we bring together people with extraordinary talent and experience united by the strength of our values. We operate with integrity, set outrageous goals, and continue to build a culture where we win together—all without any jerks.&lt;/span&gt;&lt;/p&gt;
&lt;p&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;We have offices in Pittsburgh, Mountain View, San Francisco, Bozeman, Dallas and Seattle. We also offer a competitive benefits package that supports the whole you, including:&lt;/span&gt;&lt;/p&gt;
&lt;ul&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Competitive salary, bonus and RSU package&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Premium choices for Medical, vision, and dental&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;401k benefits&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Life and disability benefits&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;18 weeks paid leave for new parents and caregivers&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Flexible vacation and company paid holidays&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Fertility benefits through Carrot&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Working from home support&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Professional growth and mentorship opportunities through the Aurora Academy&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Wellness Platforms (Spring Health, Headspace, Aaptiv, Quit Genius)&lt;/span&gt;&lt;/li&gt;
&lt;/ul&gt;
&lt;p&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;We believe that self-driving technology has broad benefits – including an increase in safety and access to transportation – and to achieve those benefits, we want and need a workforce with diverse experiences, insights, and perspectives; said another way, a workforce that reflects the communities and people our technology will benefit.&lt;/span&gt;&lt;/p&gt;
&lt;p&gt;&lt;em&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Individuals seeking employment at Aurora are considered without regard to race, color, religion, national origin, age, sex, gender, gender identity, gender expression, sexual orientation, marital status, pregnancy status, parent or caregiver status, ancestry, political affiliation, veteran and/or military status, physical or mental disability, or any other status protected by federal or state law.&amp;nbsp;&lt;/span&gt;&lt;/em&gt;&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;About Aurora&lt;/strong&gt;&lt;/p&gt;
&lt;p&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Founded in 2017, Aurora &lt;/span&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;was started by industry luminaries, and now we’re a team with a multitude of perspectives and experiences. Chris Urmson helped lead Carnegie Mellon’s efforts in Darpa’s Grand Challenges, then was a founding member of Google’s self-driving team. Sterling Anderson worked on the tech at MIT before leading Tesla’s Model X and Autopilot programs. Drew Bagnell, also a Carnegie Mellon alum, is a machine learning expert who helped build Uber’s autonomy effort. Regarded as the most experienced leadership team in the industry, these three bring decades of expertise, passion and focus to realizing our mission.&lt;/span&gt;&lt;/p&gt;&lt;/div&gt;

Safety Data Scientist 

&lt;p&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;The ML metrics team focuses on data-driven metrics development for systems and subsystems to guide training and evaluation of our neural networks. The team charter is centered around two core concepts. First: how should we score the AV system as a whole in a way that is compliant with legal, ethical and ride comfort related constraints? Second: given such system level score, how do we score subsystems in a way that informs progress towards the system level goals.&lt;/span&gt;&lt;/p&gt;
&lt;p&gt;&lt;em&gt;&lt;span style=&quot;font-style: normal;&quot;&gt;The Motional Pittsburgh office is located in the new Hazelwood Green development at 4734 Second Avenue, a culmination of the city’s goal of restoring an economic driver to the neighborhood in a thoughtful, inclusive, and sustainable way. With views along the Monongahela river, the Pittsburgh office is in the heart of this new state of the art development.&lt;/span&gt;&lt;/em&gt;&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;What You&#x27;ll Be Doing&lt;/strong&gt;&lt;/p&gt;
&lt;ul&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Develop cutting-edge ML based smart agent models to ensure that the simulation environment reflects the real world driving behavior, with cars, pedestrians, cyclists interacting with our autonomous car in realistic fashion.&amp;nbsp;&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Collaborate with other teams such as machine learning platform, infrastructure teams to deploy the smart agent models.&amp;nbsp;&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Develop the performance metrics of our autonomous car.&lt;/span&gt;&lt;/li&gt;
&lt;/ul&gt;
&lt;p&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;What We&#x27;re Looking For&lt;/span&gt;&lt;/p&gt;
&lt;ul&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;2+ years of industry experience.&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Masters or PhD in Computer Science, Statistics, Applied Mathematics, or a related field.&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Solid understanding of fundamental statistics and deep learning concepts.&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Track record of driving ML projects from start to completion, including conception, problem definition, experimentation, iteration, and finally publication or productization.&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Strong communication and presentation skills - can explain complicated topics and ideas in a clear and concise manner.&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Fluent in python or C++.&lt;/span&gt;&lt;/li&gt;
&lt;/ul&gt;&lt;div class=&quot;content-conclusion&quot;&gt;&lt;div data-pm-slice=&quot;1 1 []&quot; data-en-clipboard=&quot;true&quot;&gt;&lt;strong&gt;Motional is making driverless vehicles a safe, reliable, and accessible reality.&lt;/strong&gt;&lt;/div&gt;
&lt;div&gt;Our team is commercializing a world-class driverless system. The Motional team is behind some of the industry’s largest leaps forward in the last decade, including the first fully-autonomous cross-country drive in the U.S, the launch of the world’s first robotaxi pilot, and operation of the world’s most-established public robotaxi fleet. Strategically formed by Hyundai Motor Group&lt;a href=&quot;https://www.hyundaiusa.com/us/en&quot;&gt;&amp;nbsp;&lt;/a&gt;and Aptiv, Motional is fundamentally changing how people move through their lives.&lt;/div&gt;
&lt;div&gt;&amp;nbsp;&lt;/div&gt;
&lt;div&gt;Headquartered in Boston, Motional has operations in the US and Asia. For more information, visit&amp;nbsp;&lt;a href=&quot;http://www.motional.com/&quot;&gt;www.Motional.com&lt;/a&gt;&amp;nbsp;and follow us on&amp;nbsp;&lt;a href=&quot;https://twitter.com/motionaldrive&quot;&gt;Twitter&lt;/a&gt;,&amp;nbsp;&lt;a href=&quot;https://www.linkedin.com/company/67123512/&quot;&gt;LinkedIn&lt;/a&gt;,&amp;nbsp;&lt;a href=&quot;https://facebook.com/Motional-636044730363064&quot;&gt;Facebook&lt;/a&gt;,&amp;nbsp;&lt;a href=&quot;https://www.instagram.com/motionaldrive/&quot;&gt;Instagram&lt;/a&gt;&amp;nbsp;and&amp;nbsp;&lt;a href=&quot;https://www.youtube.com/channel/UCr__mGPkBb-KMoYWbSGuA9w&quot;&gt;YouTube&lt;/a&gt;.&lt;/div&gt;
&lt;div&gt;&amp;nbsp;&lt;/div&gt;
&lt;div&gt;&amp;nbsp;&lt;/div&gt;
&lt;div&gt;
&lt;div data-pm-slice=&quot;1 1 []&quot; data-en-clipboard=&quot;true&quot;&gt;&lt;em&gt;Motional AD Inc. is an EOE. We celebrate diversity and are committed to creating an inclusive environment for all employees. To comply with Federal Law, we participate in E-Verify. All newly-hired employees are queried through this electronic system established by the DHS and the SSA to verify their identity and employment eligibility.&lt;/em&gt;&lt;/div&gt;
&lt;/div&gt;&lt;/div&gt;

Senior Machine Learning Research Scientist, Smart Agent

&lt;p&gt;Our mission at Duolingo is to develop the best education in the world and make it universally available. But we’ve got more left to do — and that&#x27;s where you come in!&lt;/p&gt;
&lt;p&gt;Duolingo is the most popular language-learning application in the world, with over 500 million users and over half a billion exercises completed daily. Beyond our core learning product, we have also entered into literacy with&lt;a href=&quot;https://www.duolingo.com/abc&quot; target=&quot;_blank&quot;&gt; Duolingo ABC&lt;/a&gt; and English proficiency testing with the&lt;a href=&quot;https://englishtest.duolingo.com/home&quot; target=&quot;_blank&quot;&gt; Duolingo English Test&lt;/a&gt;.&lt;/p&gt;
&lt;p&gt;We are passionate about educating our users, making fact-based decisions, and finding innovative solutions to complex problems. We offer meaningful work, limitless learning opportunities, and collaboration with world-class minds. Come brighten your life and over half a billion more!&lt;/p&gt;
&lt;p&gt;As the Senior Data Analyst on the finance team you will help drive the evolution of Duolingo’s financial insights from the vast amounts of data the company collects. Our finance team was formed just over a year ago. We are now looking to bolster our capabilities to aggregate, analyze, and present insights on our learners and subscribers. In this role you will work with the current data analyst and collaborate cross functionally with the product data science, analytics engineering and monetization engineering teams. The ideal candidate has previous experience in setting up foundational datasets and dashboards that drive core insights and reporting about our financial performance at a public company, synthesizing sophisticated data sets in easy to digest insights from a financial perspective, and LTV predictive modeling. This role reports to the Head of FP&amp;amp;A / Strategic Finance and you will interact heavily with the CFO and other Duolingo executive partners to our team.&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;You Will...&lt;/strong&gt;&lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;Collect and analyze Key Performance Indicators datasets in order to derive insights we act upon on a recurring basis&lt;/li&gt;
&lt;li&gt;Build intuitive and readable dashboards using visualization tools (e.g., Looker, Tableau, Plotly, Data Studio, Metabase)&lt;/li&gt;
&lt;li&gt;Suggest and implement improvements to cohort based subscriber models to increase forecast predictability&lt;/li&gt;
&lt;li&gt;Continuously identify new innovative data driven solutions to help improve our finance workstreams&lt;/li&gt;
&lt;li&gt;Ensure the quality of our tracking and data&lt;/li&gt;
&lt;li&gt;Bridge analytics/data science and finance, speaking both languages&lt;/li&gt;
&lt;/ul&gt;
&lt;p&gt;&lt;strong&gt;You Are/Have...&lt;/strong&gt;&lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;An independent, self-motivated individual who works well in a fast pacing environment with a positive attitude&lt;/li&gt;
&lt;li&gt;Self-starter with a great work ethic and an analytical minded with superior problem solving and decision-making skills, possessing the initiative to create presentations and analysis from scratch to answer questions posed and look into the details and interpret the impact of key business drivers&lt;/li&gt;
&lt;li&gt;Extremely detail-oriented and organized with prior experience having gathered, structured, monitored, and validated data to ensure data integrity and detailed documentation; has developed a habit of checking the accuracy of data and analysis several times over before submitting for review&lt;/li&gt;
&lt;li&gt;Significant expertise and love of auditable financial modeling and setting up automated processes to increase the effectiveness of the team and minimize room for error&lt;/li&gt;
&lt;li&gt;Excellent multi-tasker who is always “on top of it” with stellar time and project management skills; understands the importance of planning in advance to meet deadlines that include multiple review points and iterations&lt;/li&gt;
&lt;li&gt;Strong communicator, both written &amp;amp; verbal&lt;/li&gt;
&lt;li&gt;The highest level of integrity and good judgment, with the ability to effectively deal with highly sensitive, confidential information&lt;/li&gt;
&lt;li&gt;Demonstrated understanding of Duolingo’s business and future growth opportunities&lt;/li&gt;
&lt;/ul&gt;
&lt;p&gt;&lt;strong&gt;Requirements:&lt;/strong&gt;&lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;5+ years relevant work experience in analytics, business intelligence, data science, or risk analytics team, ideally those that were embedded within a finance team&lt;/li&gt;
&lt;li&gt;BA/BS in a quantitative field (e.g.: statistics, economics, computer science), MS preferred&lt;/li&gt;
&lt;li&gt;Expert-level skills in SQL, R/Python, and statistical methods to analyze and model behavioral data&lt;/li&gt;
&lt;li&gt;Ability to relocate to Pittsburgh, PA or travel to Duolingo&#x27;s Pittsburgh, PA headquarters once a month&lt;/li&gt;
&lt;/ul&gt;
&lt;p&gt;&lt;strong&gt;Exceptional Candidates Will Have...&lt;/strong&gt;&lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;Experience with “big data” technologies (e.g., BigQuery)&lt;/li&gt;
&lt;li&gt;Experience with subscription and / or digital goods business models at companies with millions of users&lt;/li&gt;
&lt;li&gt;Experience at a high growth company that has undertaken an IPO or a public technology company&lt;/li&gt;
&lt;li&gt;An impressive Duolingo XP or streak!&lt;/li&gt;
&lt;/ul&gt;
&lt;hr&gt;
&lt;p&gt;We aim to return to office, and as such are requiring all employees to be fully vaccinated against COVID-19.&lt;/p&gt;
&lt;p&gt;Take a peek at how we care for our employees&#x27; holistic well-being with our benefits &lt;a href=&quot;https://careers.duolingo.com/#benefits&quot; target=&quot;_blank&quot;&gt;here&lt;/a&gt;.&lt;/p&gt;

Senior Data Analyst

&lt;p&gt;&lt;strong&gt;Job Description:&lt;/strong&gt;&lt;/p&gt;
&lt;p&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;TuSimple is a self-driving technology company with a mission to bring automation to the trucking industry. Planning machine learning plays a critical role in the mission. At TuSimple, the planning ML team is responsible for developing the cutting edge machine learning algorithms to predict the future trajectories of the vehicles and pedestrians on the roads and model interaction between the ego truck with those dynamic environments. The planning ML model results are critical input to the downstream planning decision making modules to make optimized driving decisions.&amp;nbsp;&lt;/span&gt;&lt;/p&gt;
&lt;p&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Example projects we are working on include:&lt;/span&gt;&lt;/p&gt;
&lt;ul&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Trajectory prediction using CNN technologies in environments that are hard to describe numerically&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Modeling the interaction between the truck and other road agents and predicting for the negotiation outcome&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Building solid benchmark system to quantify the data-driven model performance&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Encoding the prediction uncertainty and collaborate with planning to make stochastically optimized decision&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&lt;/span&gt;&lt;/li&gt;
&lt;/ul&gt;
&lt;p&gt;&lt;strong&gt;What You&#x27;ll Do:&lt;/strong&gt;&lt;/p&gt;
&lt;ul&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Deliver high-quality and reliable code for deep learning prediction modules on autonomous driving trucks&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Build and maintain efficient pipelines and reliable benchmarks for improving deep learning model performance&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Collaborate with other engineers to conduct system integration and tests.&lt;/span&gt;&lt;/li&gt;
&lt;/ul&gt;
&lt;p&gt;&lt;strong&gt;What You&#x27;ll Bring:&lt;/strong&gt;&lt;/p&gt;
&lt;ul&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;1-5+ years of professional experience working with autonomous vehicles.&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Masters in Computer Science, Math/statistics or other related fields.&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Product-quality code in C++ and/or Python.&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Experience in designing and building machine learning/deep learning data pipelines.&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Knowledge in deep learning topics including but not limited to CNN, RNN, Encoder-Decoder, GraphNN&lt;/span&gt;&lt;/li&gt;
&lt;/ul&gt;
&lt;p&gt;&lt;strong&gt;Preferred:&lt;/strong&gt;&lt;/p&gt;
&lt;ul&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;PhD in Computer Science, Math/statistics or related field.&amp;nbsp;&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Knowledge and experience in neural network computation optimization, such as distributed training, active learning, network quantization, and CUDA acceleration.&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Experience with benchmarking and performance optimization of complex systems&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Experience with robotics simulation environments, model-based RL, and the use of model-predictive control to guide RL convergence&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Understanding of risk-aware planning concepts and algorithms, and general uncertainty management&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Familiar with front-end frameworks&lt;/span&gt;&lt;/li&gt;
&lt;/ul&gt;
&lt;p&gt;&lt;strong&gt;Perks&lt;/strong&gt;&lt;/p&gt;
&lt;ul&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Visa sponsorship is available for this position&amp;nbsp;&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Opportunity for professional growth and career advancement&amp;nbsp;&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Competitive salary and benefits&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Daily breakfast, lunch, and dinner&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Shape the landscape of autonomous driving&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;100% Company paid Medical, Vision, and Dental insurance plan&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Company 401(K) program&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Company paid life insurance&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Company paid education/training.&amp;nbsp;&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Company paid gym membership.&amp;nbsp;&amp;nbsp;&lt;/span&gt;&lt;/li&gt;
&lt;/ul&gt;
&lt;p&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;TuSimple is an Equal Opportunity Employer. This company does not discriminate in employment and personnel practices on the basis of race, sex, age, handicap, religion, national origin, or any other basis prohibited by applicable law. Hiring, transferring and promotion practices are performed without regard to the above-listed items.&lt;/span&gt;&lt;/p&gt;

Senior ML Engineer/Scientist, Prediction & Planning

&lt;p&gt;&lt;em&gt;&lt;strong&gt;Pittsburgh&lt;/strong&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;:&lt;/span&gt;&lt;/em&gt;&lt;/p&gt;
&lt;p&gt;&lt;em&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;The Motional Pittsburgh office is located in the new Hazelwood Green development at 4734 Second Avenue, a culmination of the city’s goal of restoring an economic driver to the neighborhood in a thoughtful, inclusive, and sustainable way. With views along the Monongahela river, the Pittsburgh office is in the heart of this new state of the art development.&lt;/span&gt;&lt;/em&gt;&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;What You&#x27;ll Be Doing&lt;/strong&gt;&lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;Lead, support, and deliver strategic insights and recommendations on statistical validation projects regarding scenario-based simulation testing.&lt;/li&gt;
&lt;li&gt;Focus on automating simulation processes and gaps, removing manual processes where applicable.&lt;/li&gt;
&lt;li&gt;Work with systems and development teams as a key stakeholder for requirements and design documentation of autonomous vehicles and their advanced systems.&lt;/li&gt;
&lt;li&gt;Troubleshoot and debug issues from the simulation, and trace failures to correct systems that include AI driving functions, sensor performance, and vehicle response.&lt;/li&gt;
&lt;li&gt;Support the development, execution, and analyses of scenario simulation test cases for features validation.&lt;/li&gt;
&lt;li&gt;Communicate test results to development teams and management and facilitate resolving of technical issues.&lt;/li&gt;
&lt;/ul&gt;
&lt;p&gt;&lt;strong&gt;What We&#x27;re Looking ForEducation: &lt;/strong&gt;&lt;/p&gt;
&lt;ul&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Education: BS in Engineering, Computer Science or Applied Statistics, or Data Science&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Self-starter who is motivated to set and achieve goals and takes initiative to drive ambiguous tasks/projects to completion.&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Recent research and technical writing experience.&amp;nbsp;&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Prior project management experience.&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Experience with probability theory, statistical and inferential reasoning, statistical computing, modeling and its limitations.&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Skill in the description, interpretation, exploratory analysis of data by graphical and other means.&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Effectively communicate statistics.&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Knowledge of ADAS and/or autonomous vehicle engineering concepts.&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Comfortable working in fast-paced dynamic projects&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Language Skills: Fluent in English required (oral and written).&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Proficient in object-oriented programming (Python, or C++).&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Experience working in Linux Systems Environments.&lt;/span&gt;&lt;/li&gt;
&lt;/ul&gt;
&lt;p&gt;&lt;strong&gt;Bonus Points (not required)&lt;/strong&gt;&lt;/p&gt;
&lt;ul&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Education: MS in Engineering, or Statistics, or Data Analyst&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Machine learning basics.&amp;nbsp;&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Experience in autonomous or complex vehicle engineering projects.&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Experience in setup, designing, and executing tests for scenario-based simulation.&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Familiar with automotive simulation test methods and tools for SIL and/or HIL (dSPACE tools, prescan, applied intuition)&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Knowledge of Automotive Safety Standards like ISO 26262, ISO/PAS 21448 (SOTIF), etc.&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Experience with Polarion, Confluence, and JIRA.&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Strong technical writing and analysis skills.&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Experience in cloud infrastructure setup.&amp;nbsp;&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Familiar with Agile work process.&lt;/span&gt;&lt;/li&gt;
&lt;/ul&gt;
&lt;p&gt;&amp;nbsp;&lt;/p&gt;&lt;div class=&quot;content-conclusion&quot;&gt;&lt;div data-pm-slice=&quot;1 1 []&quot; data-en-clipboard=&quot;true&quot;&gt;&lt;strong&gt;Motional is making driverless vehicles a safe, reliable, and accessible reality.&lt;/strong&gt;&lt;/div&gt;
&lt;div&gt;Our team is commercializing a world-class driverless system. The Motional team is behind some of the industry’s largest leaps forward in the last decade, including the first fully-autonomous cross-country drive in the U.S, the launch of the world’s first robotaxi pilot, and operation of the world’s most-established public robotaxi fleet. Strategically formed by Hyundai Motor Group&lt;a href=&quot;https://www.hyundaiusa.com/us/en&quot;&gt;&amp;nbsp;&lt;/a&gt;and Aptiv, Motional is fundamentally changing how people move through their lives.&lt;/div&gt;
&lt;div&gt;&amp;nbsp;&lt;/div&gt;
&lt;div&gt;Headquartered in Boston, Motional has operations in the US and Asia. For more information, visit&amp;nbsp;&lt;a href=&quot;http://www.motional.com/&quot;&gt;www.Motional.com&lt;/a&gt;&amp;nbsp;and follow us on&amp;nbsp;&lt;a href=&quot;https://twitter.com/motionaldrive&quot;&gt;Twitter&lt;/a&gt;,&amp;nbsp;&lt;a href=&quot;https://www.linkedin.com/company/67123512/&quot;&gt;LinkedIn&lt;/a&gt;,&amp;nbsp;&lt;a href=&quot;https://facebook.com/Motional-636044730363064&quot;&gt;Facebook&lt;/a&gt;,&amp;nbsp;&lt;a href=&quot;https://www.instagram.com/motionaldrive/&quot;&gt;Instagram&lt;/a&gt;&amp;nbsp;and&amp;nbsp;&lt;a href=&quot;https://www.youtube.com/channel/UCr__mGPkBb-KMoYWbSGuA9w&quot;&gt;YouTube&lt;/a&gt;.&lt;/div&gt;
&lt;div&gt;&amp;nbsp;&lt;/div&gt;
&lt;div&gt;&amp;nbsp;&lt;/div&gt;
&lt;div&gt;
&lt;div data-pm-slice=&quot;1 1 []&quot; data-en-clipboard=&quot;true&quot;&gt;&lt;em&gt;Motional AD Inc. is an EOE. We celebrate diversity and are committed to creating an inclusive environment for all employees. To comply with Federal Law, we participate in E-Verify. All newly-hired employees are queried through this electronic system established by the DHS and the SSA to verify their identity and employment eligibility.&lt;/em&gt;&lt;/div&gt;
&lt;/div&gt;&lt;/div&gt;

Autonomous Vehicle Simulation Data Scientist 

&lt;p&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;The Motional Santa Monica office is located in the heart of 3rd Street Promenade in Santa Monica at 1453 3rd Street. With all the modern amenities for productive work and play, it is steps away from the popular pedestrian outdoor shopping area and Santa Monica beach.&lt;/span&gt;&lt;/p&gt;
&lt;p&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;The ML metrics team focuses on data-driven metrics development for systems and subsystems to guide training and evaluation of our neural networks. The team charter is centered around two core concepts. First: how should we score the AV &lt;/span&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;system as a whole &lt;/span&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;in a way that is compliant with legal, ethical and ride comfort related constraints? Second: given such system level score, how do we score &lt;/span&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;subsystems&lt;/span&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt; in a way that informs progress towards the system level goals.&lt;br&gt;&lt;/span&gt;&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;What You&#x27;ll Be Doing&lt;/strong&gt;&lt;/p&gt;
&lt;ul&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Work with system engineering and metrics teams to develop data-driven metrics to score the AV behavior at a system level.&amp;nbsp;&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Conduct variational analysts on the system architecture graph to understand what aspects of the subsystem performance matter at the system level.&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Conduct bottom-up analysis to derive metrics targeted at key aspects of safety.&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Deploy code and systems to put metrics into production.&lt;/span&gt;&lt;/li&gt;
&lt;/ul&gt;
&lt;p&gt;&lt;strong&gt;What We&#x27;re Looking For&lt;/strong&gt;&lt;/p&gt;
&lt;ul&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;2+ years of industry experience.&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Masters or PhD in Computer Science, Statistics, Applied Mathematics, or a related field.&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Solid understanding of fundamental statistics and machine learning concepts.&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Track record of driving research projects from start to completion, including conception, problem definition, experimentation, iteration, and finally publication or productization.&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Data science and system evaluation experience.&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Strong communication and presentation skills - can explain complicated topics and ideas in a clear and concise manner.&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Fluent in python or C++.&lt;/span&gt;&lt;/li&gt;
&lt;/ul&gt;&lt;div class=&quot;content-conclusion&quot;&gt;&lt;div data-pm-slice=&quot;1 1 []&quot; data-en-clipboard=&quot;true&quot;&gt;&lt;strong&gt;Motional is making driverless vehicles a safe, reliable, and accessible reality.&lt;/strong&gt;&lt;/div&gt;
&lt;div&gt;Our team is commercializing a world-class driverless system. The Motional team is behind some of the industry’s largest leaps forward in the last decade, including the first fully-autonomous cross-country drive in the U.S, the launch of the world’s first robotaxi pilot, and operation of the world’s most-established public robotaxi fleet. Strategically formed by Hyundai Motor Group&lt;a href=&quot;https://www.hyundaiusa.com/us/en&quot;&gt;&amp;nbsp;&lt;/a&gt;and Aptiv, Motional is fundamentally changing how people move through their lives.&lt;/div&gt;
&lt;div&gt;&amp;nbsp;&lt;/div&gt;
&lt;div&gt;Headquartered in Boston, Motional has operations in the US and Asia. For more information, visit&amp;nbsp;&lt;a href=&quot;http://www.motional.com/&quot;&gt;www.Motional.com&lt;/a&gt;&amp;nbsp;and follow us on&amp;nbsp;&lt;a href=&quot;https://twitter.com/motionaldrive&quot;&gt;Twitter&lt;/a&gt;,&amp;nbsp;&lt;a href=&quot;https://www.linkedin.com/company/67123512/&quot;&gt;LinkedIn&lt;/a&gt;,&amp;nbsp;&lt;a href=&quot;https://facebook.com/Motional-636044730363064&quot;&gt;Facebook&lt;/a&gt;,&amp;nbsp;&lt;a href=&quot;https://www.instagram.com/motionaldrive/&quot;&gt;Instagram&lt;/a&gt;&amp;nbsp;and&amp;nbsp;&lt;a href=&quot;https://www.youtube.com/channel/UCr__mGPkBb-KMoYWbSGuA9w&quot;&gt;YouTube&lt;/a&gt;.&lt;/div&gt;
&lt;div&gt;&amp;nbsp;&lt;/div&gt;
&lt;div&gt;&amp;nbsp;&lt;/div&gt;
&lt;div&gt;
&lt;div data-pm-slice=&quot;1 1 []&quot; data-en-clipboard=&quot;true&quot;&gt;&lt;em&gt;Motional AD Inc. is an EOE. We celebrate diversity and are committed to creating an inclusive environment for all employees. To comply with Federal Law, we participate in E-Verify. All newly-hired employees are queried through this electronic system established by the DHS and the SSA to verify their identity and employment eligibility.&lt;/em&gt;&lt;/div&gt;
&lt;/div&gt;&lt;/div&gt;

Senior Machine Learning Research Scientist, Metrics

&lt;p&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;The Motional Pittsburgh office is located in the new Hazelwood Green development at 4734 Second Avenue, a culmination of the city’s goal of restoring an economic driver to the neighborhood in a thoughtful, inclusive, and sustainable way. With views along the Monongahela river, the Pittsburgh office is in the heart of this new state of the art development.&lt;/span&gt;&lt;/p&gt;
&lt;p&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;The ML metrics team focuses on data-driven metrics development for systems and subsystems to guide training and evaluation of our neural networks. The team charter is centered around two core concepts. First: how should we score the AV &lt;/span&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;system as a whole &lt;/span&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;in a way that is compliant with legal, ethical and ride comfort related constraints? Second: given such system level score, how do we score &lt;/span&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;subsystems&lt;/span&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt; in a way that informs progress towards the system level goals.&lt;br&gt;&lt;/span&gt;&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;What You&#x27;ll Be Doing&lt;/strong&gt;&lt;/p&gt;
&lt;ul&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Work with system engineering and metrics teams to develop data-driven metrics to score the AV behavior at a system level.&amp;nbsp;&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Conduct variational analysts on the system architecture graph to understand what aspects of the subsystem performance matter at the system level.&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Conduct bottom-up analysis to derive metrics targeted at key aspects of safety.&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Deploy code and systems to put metrics into production.&lt;/span&gt;&lt;/li&gt;
&lt;/ul&gt;
&lt;p&gt;&lt;strong&gt;What We&#x27;re Looking For&lt;/strong&gt;&lt;/p&gt;
&lt;ul&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;2+ years of industry experience.&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Masters or PhD in Computer Science, Statistics, Applied Mathematics, or a related field.&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Solid understanding of fundamental statistics and machine learning concepts.&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Track record of driving research projects from start to completion, including conception, problem definition, experimentation, iteration, and finally publication or productization.&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Data science and system evaluation experience.&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Strong communication and presentation skills - can explain complicated topics and ideas in a clear and concise manner.&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Fluent in python or C++.&lt;/span&gt;&lt;/li&gt;
&lt;/ul&gt;&lt;div class=&quot;content-conclusion&quot;&gt;&lt;div data-pm-slice=&quot;1 1 []&quot; data-en-clipboard=&quot;true&quot;&gt;&lt;strong&gt;Motional is making driverless vehicles a safe, reliable, and accessible reality.&lt;/strong&gt;&lt;/div&gt;
&lt;div&gt;Our team is commercializing a world-class driverless system. The Motional team is behind some of the industry’s largest leaps forward in the last decade, including the first fully-autonomous cross-country drive in the U.S, the launch of the world’s first robotaxi pilot, and operation of the world’s most-established public robotaxi fleet. Strategically formed by Hyundai Motor Group&lt;a href=&quot;https://www.hyundaiusa.com/us/en&quot;&gt;&amp;nbsp;&lt;/a&gt;and Aptiv, Motional is fundamentally changing how people move through their lives.&lt;/div&gt;
&lt;div&gt;&amp;nbsp;&lt;/div&gt;
&lt;div&gt;Headquartered in Boston, Motional has operations in the US and Asia. For more information, visit&amp;nbsp;&lt;a href=&quot;http://www.motional.com/&quot;&gt;www.Motional.com&lt;/a&gt;&amp;nbsp;and follow us on&amp;nbsp;&lt;a href=&quot;https://twitter.com/motionaldrive&quot;&gt;Twitter&lt;/a&gt;,&amp;nbsp;&lt;a href=&quot;https://www.linkedin.com/company/67123512/&quot;&gt;LinkedIn&lt;/a&gt;,&amp;nbsp;&lt;a href=&quot;https://facebook.com/Motional-636044730363064&quot;&gt;Facebook&lt;/a&gt;,&amp;nbsp;&lt;a href=&quot;https://www.instagram.com/motionaldrive/&quot;&gt;Instagram&lt;/a&gt;&amp;nbsp;and&amp;nbsp;&lt;a href=&quot;https://www.youtube.com/channel/UCr__mGPkBb-KMoYWbSGuA9w&quot;&gt;YouTube&lt;/a&gt;.&lt;/div&gt;
&lt;div&gt;&amp;nbsp;&lt;/div&gt;
&lt;div&gt;&amp;nbsp;&lt;/div&gt;
&lt;div&gt;
&lt;div data-pm-slice=&quot;1 1 []&quot; data-en-clipboard=&quot;true&quot;&gt;&lt;em&gt;Motional AD Inc. is an EOE. We celebrate diversity and are committed to creating an inclusive environment for all employees. To comply with Federal Law, we participate in E-Verify. All newly-hired employees are queried through this electronic system established by the DHS and the SSA to verify their identity and employment eligibility.&lt;/em&gt;&lt;/div&gt;
&lt;/div&gt;&lt;/div&gt;

&lt;p&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;The ML metrics team focuses on data-driven metrics development for systems and subsystems to guide training and evaluation of our neural networks. The team charter is centered around two core concepts. First: how should we score the AV &lt;/span&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;system as a whole &lt;/span&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;in a way that is compliant with legal, ethical and ride comfort related constraints? Second: given such system level score, how do we score &lt;/span&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;subsystems&lt;/span&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt; in a way that informs progress towards the system level goals.&lt;br&gt;&lt;/span&gt;&lt;/p&gt;
&lt;p&gt;&lt;em&gt;&lt;span style=&quot;font-style: normal;&quot;&gt;The Motional global headquarters are located at 100 Northern Avenue in Boston, MA. Nestled in the busting Seaport district with sweeping views of Boston Harbor and downtown Boston, the offices are located close to major transit lines and a quick walk to various restaurants and popular attractions.&lt;/span&gt;&lt;/em&gt;&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;What You&#x27;ll Be Doing&lt;/strong&gt;&lt;/p&gt;
&lt;ul&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Work with system engineering and metrics teams to develop data-driven metrics to score the AV behavior at a system level.&amp;nbsp;&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Conduct variational analysis on the system architecture graph to understand what aspects of the subsystem performance matter at the system level.&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Conduct bottom-up analysis to derive metrics targeted at key aspects of safety.&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Deploy code and systems to put metrics into production.&lt;/span&gt;&lt;/li&gt;
&lt;/ul&gt;
&lt;p&gt;&lt;strong&gt;What We&#x27;re Looking For&lt;/strong&gt;&lt;/p&gt;
&lt;ul&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;2+ years of industry experience.&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Masters or PhD in Computer Science, Statistics, Applied Mathematics, or a related field.&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Solid understanding of fundamental statistics and machine learning concepts.&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Track record of driving research projects from start to completion, including conception, problem definition, experimentation, iteration, and finally publication or productization.&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Data science and system evaluation experience.&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Strong communication and presentation skills - can explain complicated topics and ideas in a clear and concise manner.&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Fluent in python or C++.&lt;/span&gt;&lt;/li&gt;
&lt;/ul&gt;&lt;div class=&quot;content-conclusion&quot;&gt;&lt;div data-pm-slice=&quot;1 1 []&quot; data-en-clipboard=&quot;true&quot;&gt;&lt;strong&gt;Motional is making driverless vehicles a safe, reliable, and accessible reality.&lt;/strong&gt;&lt;/div&gt;
&lt;div&gt;Our team is commercializing a world-class driverless system. The Motional team is behind some of the industry’s largest leaps forward in the last decade, including the first fully-autonomous cross-country drive in the U.S, the launch of the world’s first robotaxi pilot, and operation of the world’s most-established public robotaxi fleet. Strategically formed by Hyundai Motor Group&lt;a href=&quot;https://www.hyundaiusa.com/us/en&quot;&gt;&amp;nbsp;&lt;/a&gt;and Aptiv, Motional is fundamentally changing how people move through their lives.&lt;/div&gt;
&lt;div&gt;&amp;nbsp;&lt;/div&gt;
&lt;div&gt;Headquartered in Boston, Motional has operations in the US and Asia. For more information, visit&amp;nbsp;&lt;a href=&quot;http://www.motional.com/&quot;&gt;www.Motional.com&lt;/a&gt;&amp;nbsp;and follow us on&amp;nbsp;&lt;a href=&quot;https://twitter.com/motionaldrive&quot;&gt;Twitter&lt;/a&gt;,&amp;nbsp;&lt;a href=&quot;https://www.linkedin.com/company/67123512/&quot;&gt;LinkedIn&lt;/a&gt;,&amp;nbsp;&lt;a href=&quot;https://facebook.com/Motional-636044730363064&quot;&gt;Facebook&lt;/a&gt;,&amp;nbsp;&lt;a href=&quot;https://www.instagram.com/motionaldrive/&quot;&gt;Instagram&lt;/a&gt;&amp;nbsp;and&amp;nbsp;&lt;a href=&quot;https://www.youtube.com/channel/UCr__mGPkBb-KMoYWbSGuA9w&quot;&gt;YouTube&lt;/a&gt;.&lt;/div&gt;
&lt;div&gt;&amp;nbsp;&lt;/div&gt;
&lt;div&gt;&amp;nbsp;&lt;/div&gt;
&lt;div&gt;
&lt;div data-pm-slice=&quot;1 1 []&quot; data-en-clipboard=&quot;true&quot;&gt;&lt;em&gt;Motional AD Inc. is an EOE. We celebrate diversity and are committed to creating an inclusive environment for all employees. To comply with Federal Law, we participate in E-Verify. All newly-hired employees are queried through this electronic system established by the DHS and the SSA to verify their identity and employment eligibility.&lt;/em&gt;&lt;/div&gt;
&lt;/div&gt;&lt;/div&gt;

&lt;p&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;The Motional Santa Monica office is located in the heart of 3rd Street Promenade at 1453 3rd Street. With all the modern amenities for productive work and play, it is steps away from the popular pedestrian outdoor shopping area and Santa Monica beach.&lt;/span&gt;&lt;/p&gt;
&lt;p&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;The Machine Learning department is led by Oscar Beijbom.&amp;nbsp; Our Machine Learning team, authors of nuScenes (https://www.nuscenes.org), PointPillars (https://arxiv.org/abs/1812.05784), and PointPainting (http://arxiv.org/abs/1911.10150). The ML Team is doubling in size in 2021, and we are adding engineers and researchers to join us in our mission to launch a level 4/5 autonomous taxi system.&lt;/span&gt;&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;What You’ll be Doing:&lt;/strong&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;&amp;nbsp;&amp;nbsp;&lt;/span&gt;&lt;/p&gt;
&lt;ul&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Design and deploy deep neural networks that predict the future motion of objects around our self-driving car.&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Work closely with the Planning team to integrate your motion prediction models with our state-of-the-art driving system.&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Conduct experiments, write reports, and file patents.&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Develop core deep learning codebase for efficient training and testing pipelines.&lt;/span&gt;&lt;/li&gt;
&lt;/ul&gt;
&lt;p&gt;&lt;strong&gt;What We’re Looking For:&amp;nbsp;&lt;/strong&gt;&lt;/p&gt;
&lt;ul&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Masters or PhD in Machine Learning, Computer Science, Applied Mathematics, Statistics, Physics or a related field with 3+ years of relevant experience&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Experience designing, training, analyzing, and deploying neural networks for at least one of the following applications: Motion prediction, Behavioral prediction, Intent inference, Object detection, Image segmentation, Sensor fusion, Tracking, Active learning, Anomaly detection, Multitask learning, Network compression, Reinforcement learning, Unsupervised learning&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Fluency in Python or C++.&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Experience with PyTorch or other deep learning frameworks.&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Experience deploying deep learning models in a production environment.&lt;/span&gt;&lt;/li&gt;
&lt;/ul&gt;
&lt;p&gt;&lt;strong&gt;Bonus Points&amp;nbsp;&lt;/strong&gt;&lt;/p&gt;
&lt;ul&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Proven track record of publications in relevant conferences (CVPR, ICML, NeurIPS, ICCV, ICLR…).&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Experience in automotive or other real-time and embedded systems.&lt;/span&gt;&lt;/li&gt;
&lt;/ul&gt;
&lt;p&gt;&amp;nbsp;&lt;/p&gt;&lt;div class=&quot;content-conclusion&quot;&gt;&lt;div data-pm-slice=&quot;1 1 []&quot; data-en-clipboard=&quot;true&quot;&gt;&lt;strong&gt;Motional is making driverless vehicles a safe, reliable, and accessible reality.&lt;/strong&gt;&lt;/div&gt;
&lt;div&gt;Our team is commercializing a world-class driverless system. The Motional team is behind some of the industry’s largest leaps forward in the last decade, including the first fully-autonomous cross-country drive in the U.S, the launch of the world’s first robotaxi pilot, and operation of the world’s most-established public robotaxi fleet. Strategically formed by Hyundai Motor Group&lt;a href=&quot;https://www.hyundaiusa.com/us/en&quot;&gt;&amp;nbsp;&lt;/a&gt;and Aptiv, Motional is fundamentally changing how people move through their lives.&lt;/div&gt;
&lt;div&gt;&amp;nbsp;&lt;/div&gt;
&lt;div&gt;Headquartered in Boston, Motional has operations in the US and Asia. For more information, visit&amp;nbsp;&lt;a href=&quot;http://www.motional.com/&quot;&gt;www.Motional.com&lt;/a&gt;&amp;nbsp;and follow us on&amp;nbsp;&lt;a href=&quot;https://twitter.com/motionaldrive&quot;&gt;Twitter&lt;/a&gt;,&amp;nbsp;&lt;a href=&quot;https://www.linkedin.com/company/67123512/&quot;&gt;LinkedIn&lt;/a&gt;,&amp;nbsp;&lt;a href=&quot;https://facebook.com/Motional-636044730363064&quot;&gt;Facebook&lt;/a&gt;,&amp;nbsp;&lt;a href=&quot;https://www.instagram.com/motionaldrive/&quot;&gt;Instagram&lt;/a&gt;&amp;nbsp;and&amp;nbsp;&lt;a href=&quot;https://www.youtube.com/channel/UCr__mGPkBb-KMoYWbSGuA9w&quot;&gt;YouTube&lt;/a&gt;.&lt;/div&gt;
&lt;div&gt;&amp;nbsp;&lt;/div&gt;
&lt;div&gt;&amp;nbsp;&lt;/div&gt;
&lt;div&gt;
&lt;div data-pm-slice=&quot;1 1 []&quot; data-en-clipboard=&quot;true&quot;&gt;&lt;em&gt;Motional AD Inc. is an EOE. We celebrate diversity and are committed to creating an inclusive environment for all employees. To comply with Federal Law, we participate in E-Verify. All newly-hired employees are queried through this electronic system established by the DHS and the SSA to verify their identity and employment eligibility.&lt;/em&gt;&lt;/div&gt;
&lt;/div&gt;&lt;/div&gt;

Senior Machine Learning Research Scientist, Prediction

&lt;p&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;The ML metrics team focuses on data-driven metrics development for systems and subsystems to guide training and evaluation of our neural networks. The team charter is centered around two core concepts. First: how should we score the AV &lt;/span&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;system as a whole &lt;/span&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;in a way that is compliant with legal, ethical and ride comfort related constraints? Second: given such system level score, how do we score &lt;/span&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;subsystems&lt;/span&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt; in a way that informs progress towards the system level goals.&lt;br&gt;&lt;/span&gt;&lt;/p&gt;
&lt;p&gt;&lt;em&gt;&lt;span style=&quot;font-style: normal;&quot;&gt;The Motional Las Vegas office is located less than 10 miles from the Las Vegas strip at 730 E Pilot Road, the Las Vegas office is home to one of the largest fleets of self-driving vehicles. The city’s grid system of roads and being one of America’s “smart cities” allows for extensive research and development testing.&lt;/span&gt;&lt;/em&gt;&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;What You&#x27;ll Be Doing&lt;/strong&gt;&lt;/p&gt;
&lt;ul&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Work with system engineering and metrics teams to develop data-driven metrics to score the AV behavior at a system level.&amp;nbsp;&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Conduct variational analysis on the system architecture graph to understand what aspects of the subsystem performance matter at the system level.&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Conduct bottom-up analysis to derive metrics targeted at key aspects of safety.&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Deploy code and systems to put metrics into production.&lt;/span&gt;&lt;/li&gt;
&lt;/ul&gt;
&lt;p&gt;&lt;strong&gt;What We&#x27;re Looking For&lt;/strong&gt;&lt;/p&gt;
&lt;ul&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;2+ years of industry experience.&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Masters or PhD in Computer Science, Statistics, Applied Mathematics, or a related field.&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Solid understanding of fundamental statistics and machine learning concepts.&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Track record of driving research projects from start to completion, including conception, problem definition, experimentation, iteration, and finally publication or productization.&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Data science and system evaluation experience.&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Strong communication and presentation skills - can explain complicated topics and ideas in a clear and concise manner.&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Fluent in python or C++.&lt;/span&gt;&lt;/li&gt;
&lt;/ul&gt;&lt;div class=&quot;content-conclusion&quot;&gt;&lt;div data-pm-slice=&quot;1 1 []&quot; data-en-clipboard=&quot;true&quot;&gt;&lt;strong&gt;Motional is making driverless vehicles a safe, reliable, and accessible reality.&lt;/strong&gt;&lt;/div&gt;
&lt;div&gt;Our team is commercializing a world-class driverless system. The Motional team is behind some of the industry’s largest leaps forward in the last decade, including the first fully-autonomous cross-country drive in the U.S, the launch of the world’s first robotaxi pilot, and operation of the world’s most-established public robotaxi fleet. Strategically formed by Hyundai Motor Group&lt;a href=&quot;https://www.hyundaiusa.com/us/en&quot;&gt;&amp;nbsp;&lt;/a&gt;and Aptiv, Motional is fundamentally changing how people move through their lives.&lt;/div&gt;
&lt;div&gt;&amp;nbsp;&lt;/div&gt;
&lt;div&gt;Headquartered in Boston, Motional has operations in the US and Asia. For more information, visit&amp;nbsp;&lt;a href=&quot;http://www.motional.com/&quot;&gt;www.Motional.com&lt;/a&gt;&amp;nbsp;and follow us on&amp;nbsp;&lt;a href=&quot;https://twitter.com/motionaldrive&quot;&gt;Twitter&lt;/a&gt;,&amp;nbsp;&lt;a href=&quot;https://www.linkedin.com/company/67123512/&quot;&gt;LinkedIn&lt;/a&gt;,&amp;nbsp;&lt;a href=&quot;https://facebook.com/Motional-636044730363064&quot;&gt;Facebook&lt;/a&gt;,&amp;nbsp;&lt;a href=&quot;https://www.instagram.com/motionaldrive/&quot;&gt;Instagram&lt;/a&gt;&amp;nbsp;and&amp;nbsp;&lt;a href=&quot;https://www.youtube.com/channel/UCr__mGPkBb-KMoYWbSGuA9w&quot;&gt;YouTube&lt;/a&gt;.&lt;/div&gt;
&lt;div&gt;&amp;nbsp;&lt;/div&gt;
&lt;div&gt;&amp;nbsp;&lt;/div&gt;
&lt;div&gt;
&lt;div data-pm-slice=&quot;1 1 []&quot; data-en-clipboard=&quot;true&quot;&gt;&lt;em&gt;Motional AD Inc. is an EOE. We celebrate diversity and are committed to creating an inclusive environment for all employees. To comply with Federal Law, we participate in E-Verify. All newly-hired employees are queried through this electronic system established by the DHS and the SSA to verify their identity and employment eligibility.&lt;/em&gt;&lt;/div&gt;
&lt;/div&gt;&lt;/div&gt;

&lt;p&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;The Motional Pittsburgh office is located in the new Hazelwood Green development at 4734 Second Avenue, a culmination of the city’s goal of restoring an economic driver to the neighborhood in a thoughtful, inclusive, and sustainable way. With views along the Monongahela river, the Pittsburgh office is in the heart of this new state of the art development.&lt;/span&gt;&lt;/p&gt;
&lt;p&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;The Machine Learning department is led by Oscar Beijbom.&amp;nbsp; Our Machine Learning team, authors of nuScenes (https://www.nuscenes.org), PointPillars (https://arxiv.org/abs/1812.05784), and PointPainting (http://arxiv.org/abs/1911.10150). The ML Team is doubling in size in 2021, and we are adding engineers and researchers to join us in our mission to launch a level 4/5 autonomous taxi system.&lt;/span&gt;&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;What You’ll be Doing:&lt;/strong&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;&amp;nbsp;&amp;nbsp;&lt;/span&gt;&lt;/p&gt;
&lt;ul&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Design and deploy deep neural networks that predict the future motion of objects around our self-driving car.&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Work closely with the Planning team to integrate your motion prediction models with our state-of-the-art driving system.&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Conduct experiments, write reports, and file patents.&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Develop core deep learning codebase for efficient training and testing pipelines.&lt;/span&gt;&lt;/li&gt;
&lt;/ul&gt;
&lt;p&gt;&lt;strong&gt;What We’re Looking For:&amp;nbsp;&lt;/strong&gt;&lt;/p&gt;
&lt;ul&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Masters or PhD in Machine Learning, Computer Science, Applied Mathematics, Statistics, Physics or a related field with 3+ years of relevant experience&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Experience designing, training, analyzing, and deploying neural networks for at least one of the following applications: Motion prediction, Behavioral prediction, Intent inference, Object detection, Image segmentation, Sensor fusion, Tracking, Active learning, Anomaly detection, Multitask learning, Network compression, Reinforcement learning, Unsupervised learning&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Fluency in Python or C++.&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Experience with PyTorch or other deep learning frameworks.&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Experience deploying deep learning models in a production environment.&lt;/span&gt;&lt;/li&gt;
&lt;/ul&gt;
&lt;p&gt;&lt;strong&gt;Bonus Points&amp;nbsp;&lt;/strong&gt;&lt;/p&gt;
&lt;ul&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Proven track record of publications in relevant conferences (CVPR, ICML, NeurIPS, ICCV, ICLR…).&lt;/span&gt;&lt;/li&gt;
&lt;li style=&quot;font-weight: 400;&quot;&gt;&lt;span style=&quot;font-weight: 400;&quot;&gt;Experience in automotive or other real-time and embedded systems.&lt;/span&gt;&lt;/li&gt;
&lt;/ul&gt;
&lt;p&gt;&amp;nbsp;&lt;/p&gt;&lt;div class=&quot;content-conclusion&quot;&gt;&lt;div data-pm-slice=&quot;1 1 []&quot; data-en-clipboard=&quot;true&quot;&gt;&lt;strong&gt;Motional is making driverless vehicles a safe, reliable, and accessible reality.&lt;/strong&gt;&lt;/div&gt;
&lt;div&gt;Our team is commercializing a world-class driverless system. The Motional team is behind some of the industry’s largest leaps forward in the last decade, including the first fully-autonomous cross-country drive in the U.S, the launch of the world’s first robotaxi pilot, and operation of the world’s most-established public robotaxi fleet. Strategically formed by Hyundai Motor Group&lt;a href=&quot;https://www.hyundaiusa.com/us/en&quot;&gt;&amp;nbsp;&lt;/a&gt;and Aptiv, Motional is fundamentally changing how people move through their lives.&lt;/div&gt;
&lt;div&gt;&amp;nbsp;&lt;/div&gt;
&lt;div&gt;Headquartered in Boston, Motional has operations in the US and Asia. For more information, visit&amp;nbsp;&lt;a href=&quot;http://www.motional.com/&quot;&gt;www.Motional.com&lt;/a&gt;&amp;nbsp;and follow us on&amp;nbsp;&lt;a href=&quot;https://twitter.com/motionaldrive&quot;&gt;Twitter&lt;/a&gt;,&amp;nbsp;&lt;a href=&quot;https://www.linkedin.com/company/67123512/&quot;&gt;LinkedIn&lt;/a&gt;,&amp;nbsp;&lt;a href=&quot;https://facebook.com/Motional-636044730363064&quot;&gt;Facebook&lt;/a&gt;,&amp;nbsp;&lt;a href=&quot;https://www.instagram.com/motionaldrive/&quot;&gt;Instagram&lt;/a&gt;&amp;nbsp;and&amp;nbsp;&lt;a href=&quot;https://www.youtube.com/channel/UCr__mGPkBb-KMoYWbSGuA9w&quot;&gt;YouTube&lt;/a&gt;.&lt;/div&gt;
&lt;div&gt;&amp;nbsp;&lt;/div&gt;
&lt;div&gt;&amp;nbsp;&lt;/div&gt;
&lt;div&gt;
&lt;div data-pm-slice=&quot;1 1 []&quot; data-en-clipboard=&quot;true&quot;&gt;&lt;em&gt;Motional AD Inc. is an EOE. We celebrate diversity and are committed to creating an inclusive environment for all employees. To comply with Federal Law, we participate in E-Verify. All newly-hired employees are queried through this electronic system established by the DHS and the SSA to verify their identity and employment eligibility.&lt;/em&gt;&lt;/div&gt;
&lt;/div&gt;&lt;/div&gt;

&lt;p&gt;The Motional global headquarters are located at 100 Northern Avenue in Boston, MA. Nestled in the busting Seaport district with sweeping views of Boston Harbor and downtown Boston, the offices are located close to major transit lines and a quick walk to various restaurants and popular attractions.&lt;/p&gt;
&lt;p&gt;The machine learning team authors of nuScenes (https://www.nuscenes.org), PointPillars (https://arxiv.org/abs/1812.05784), PointPainting (http://arxiv.org/abs/1911.10150), and CoverNet (https://arxiv.org/abs/1911.10298) is looking for engineers and researchers to join us in our mission to launch an autonomous taxi system.&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;What You’ll be Doing:&lt;/strong&gt;&amp;nbsp;&amp;nbsp;&lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;Design and deploy deep neural networks that predict the future motion of objects around our self-driving car.&lt;/li&gt;
&lt;li&gt;Work closely with the Planning team to integrate your motion prediction models with our state-of-the-art driving system.&lt;/li&gt;
&lt;li&gt;Conduct experiments, write reports, and file patents.&lt;/li&gt;
&lt;li&gt;Develop core deep learning codebase for efficient training and testing pipelines.&lt;/li&gt;
&lt;/ul&gt;
&lt;p&gt;&lt;strong&gt;What We’re Looking For:&amp;nbsp;&lt;/strong&gt;&lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;Masters or PhD in Machine Learning, Computer Science, Applied Mathematics, Statistics, Physics or a related field with 3+ years of relevant experience&lt;/li&gt;
&lt;li&gt;Experience designing, training, analyzing, and deploying neural networks for at least one of the following applications: Motion prediction, Behavioral prediction, Intent inference, Object detection, Image segmentation, Sensor fusion, Tracking, Active learning, Anomaly detection, Multitask learning, Network compression, Reinforcement learning, Unsupervised learning&lt;/li&gt;
&lt;li&gt;Fluency in Python or C++.&lt;/li&gt;
&lt;li&gt;Experience with PyTorch or other deep learning frameworks.&lt;/li&gt;
&lt;li&gt;Experience deploying deep learning models in a production environment.&lt;/li&gt;
&lt;/ul&gt;
&lt;p&gt;&lt;strong&gt;Bonus Points&amp;nbsp;&lt;/strong&gt;&lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;Proven track record of publications in relevant conferences (CVPR, ICML, NeurIPS, ICCV, ICLR…).&lt;/li&gt;
&lt;li&gt;Experience in automotive or other real-time and embedded systems.&lt;/li&gt;
&lt;/ul&gt;
&lt;p&gt;&amp;nbsp;&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;Motional is making driverless vehicles a safe, reliable, and accessible reality.&lt;/strong&gt;&lt;/p&gt;
&lt;p&gt;Our team is commercializing a world-class driverless system. The Motional team is behind some of the industry’s largest leaps forward in the last decade, including the first fully-autonomous cross-country drive in the U.S, the launch of the world’s first robotaxi pilot, and operation of the world’s most-established public robotaxi fleet. Strategically formed by Hyundai Motor Group&amp;nbsp;and Aptiv, Motional is fundamentally changing how people move through their lives.&lt;/p&gt;
&lt;p&gt;Headquartered in Boston, Motional has operations in the US and Asia. For more information, visit&amp;nbsp;www.Motional.com&amp;nbsp;and follow us on&amp;nbsp;Twitter,&amp;nbsp;LinkedIn,&amp;nbsp;Facebook,&amp;nbsp;Instagram&amp;nbsp;and&amp;nbsp;YouTube.&lt;/p&gt;
&lt;p&gt;&lt;em&gt;Motional AD Inc. is an EOE. We celebrate diversity and are committed to creating an inclusive environment for all employees. To comply with Federal Law, we participate in E-Verify. All newly-hired employees are queried through this electronic system established by the DHS and the SSA to verify their identity and employment eligibility.&lt;/em&gt;&lt;/p&gt;&lt;div class=&quot;content-conclusion&quot;&gt;&lt;div data-pm-slice=&quot;1 1 []&quot; data-en-clipboard=&quot;true&quot;&gt;&lt;strong&gt;Motional is making driverless vehicles a safe, reliable, and accessible reality.&lt;/strong&gt;&lt;/div&gt;
&lt;div&gt;Our team is commercializing a world-class driverless system. The Motional team is behind some of the industry’s largest leaps forward in the last decade, including the first fully-autonomous cross-country drive in the U.S, the launch of the world’s first robotaxi pilot, and operation of the world’s most-established public robotaxi fleet. Strategically formed by Hyundai Motor Group&lt;a href=&quot;https://www.hyundaiusa.com/us/en&quot;&gt;&amp;nbsp;&lt;/a&gt;and Aptiv, Motional is fundamentally changing how people move through their lives.&lt;/div&gt;
&lt;div&gt;&amp;nbsp;&lt;/div&gt;
&lt;div&gt;Headquartered in Boston, Motional has operations in the US and Asia. For more information, visit&amp;nbsp;&lt;a href=&quot;http://www.motional.com/&quot;&gt;www.Motional.com&lt;/a&gt;&amp;nbsp;and follow us on&amp;nbsp;&lt;a href=&quot;https://twitter.com/motionaldrive&quot;&gt;Twitter&lt;/a&gt;,&amp;nbsp;&lt;a href=&quot;https://www.linkedin.com/company/67123512/&quot;&gt;LinkedIn&lt;/a&gt;,&amp;nbsp;&lt;a href=&quot;https://facebook.com/Motional-636044730363064&quot;&gt;Facebook&lt;/a&gt;,&amp;nbsp;&lt;a href=&quot;https://www.instagram.com/motionaldrive/&quot;&gt;Instagram&lt;/a&gt;&amp;nbsp;and&amp;nbsp;&lt;a href=&quot;https://www.youtube.com/channel/UCr__mGPkBb-KMoYWbSGuA9w&quot;&gt;YouTube&lt;/a&gt;.&lt;/div&gt;
&lt;div&gt;&amp;nbsp;&lt;/div&gt;
&lt;div&gt;&amp;nbsp;&lt;/div&gt;
&lt;div&gt;
&lt;div data-pm-slice=&quot;1 1 []&quot; data-en-clipboard=&quot;true&quot;&gt;&lt;em&gt;Motional AD Inc. is an EOE. We celebrate diversity and are committed to creating an inclusive environment for all employees. To comply with Federal Law, we participate in E-Verify. All newly-hired employees are queried through this electronic system established by the DHS and the SSA to verify their identity and employment eligibility.&lt;/em&gt;&lt;/div&gt;
&lt;/div&gt;&lt;/div&gt;

Senior ML Research Scientist, Prediction

&lt;p&gt;Premier Research helps highly innovative biotech and specialty pharma companies transform life-changing ideas into reality. We have positioned ourselves right in the middle of the action, targeting unmet needs in analgesia, neuroscience, oncology, pediatrics, and rare diseases.&lt;/p&gt;&lt;p&gt;We’re looking for a talented and energetic&lt;span&gt; &lt;/span&gt;&lt;b&gt;Senior Data Scientist&lt;/b&gt;&lt;span&gt; &lt;/span&gt;to join our team! This is an exciting opportunity to join a dynamic and innovative team and grow with a forward-thinking organization, changing the course of medicine.&lt;/p&gt;&lt;p&gt;Working at Premier Research means being an individual - you will be recognized for what you do and the impact you make. You will be working in a friendly environment with colleagues who are genuinely supportive, regardless of location or seniority.&lt;/p&gt;&lt;p&gt;Premier Research is on an exciting journey - there is a true buzz throughout the company.  Come be part of it!&lt;/p&gt;&lt;p&gt;As a Lead Data Scientist with Premier Research, you’ll have the opportunity to work very closely with the Project Manager on studies as the point of contact for all data management responsibilities on multiple studies, including serving as the program or portfolio manager for a key client.&lt;/p&gt;&lt;p&gt;&lt;b&gt;What you’ll be doing:&lt;/b&gt;&lt;/p&gt;&lt;ul&gt;&lt;li&gt;Oversee the preparation of data management plans, data entry guidelines, data management reports and other documents required for preparing and completing databases&lt;/li&gt;&lt;li&gt;Review draft protocols and CRFs for potential data collection and representation, database structure or data entry problems, and provides feedback to the project team; review CRFs, data listings, and database to ensure all captured data follow the rules outlined by the protocol and data management plan; track data as they are processed through the study lifecycle&lt;/li&gt;&lt;li&gt;Generate queries to appropriate internal or external personnel (investigational sites, vendors, Clinical Research Associates, client representatives) to resolve problematic data identified during every aspect of the data management process&lt;/li&gt;&lt;li&gt;Review responses to queries for appropriateness, resolves any discrepancies and modifies the database accordingly&lt;/li&gt;&lt;li&gt;Mentor Data Coordinators and junior Leads&lt;/li&gt;&lt;li&gt;Support new business opportunities, including contribution to study budgets, proposals, and bid defense meetings&lt;/li&gt;&lt;/ul&gt;&lt;p&gt;&lt;b&gt;You’ll need this to be considered:&lt;/b&gt;&lt;/p&gt;&lt;ul&gt;&lt;li&gt;Minimum of a Bachelor&#x27;s Degree, preferably in Science, Engineering, or Math, or RN, RPh, or LPN certification preferred along with&lt;span&gt; &lt;/span&gt;&lt;span&gt;a minimum of 5 years of mastery in data management/science/analytics/informatics and at least 2 years leading studies&lt;/span&gt;&lt;/li&gt;&lt;li&gt;Proven expertise in ICH/GCP and/or ISO14155 requirements; knowledge of site and institution specific contract requirements; clinical trials support or pharmaceutical industry experience; working knowledge of medical terminology and experience with clinical research; working knowledge of FDA Guidance Documents and clinical monitoring procedures; proficient in the development and review of Informed Consent Form templates&lt;/li&gt;&lt;li&gt;Understanding and experience at least one Database Management System (e.g., Medidata Rave, DataLabs EDC, Oracle RDC or Inform, etc.); knowledge of web-based communication tools for conferences&lt;/li&gt;&lt;li&gt;Known for being customer-focused in approach to work and communications with the ability to professionally Interact with site, clients, vendors and other functional areas; strong verbal and written communication and negotiation skills&lt;/li&gt;&lt;li&gt;Maintains a positive, results-oriented work environment; excellent team player, collaborative and able to build an effective team.&lt;/li&gt;&lt;li&gt;Excellent organizational and time-management skills, able to prioritize work to meet deadlines; ability to multitask and work effectively in a fast-paced environment with changing priorities; accountable, dependable and strongly committed.&lt;/li&gt;&lt;/ul&gt;&lt;p&gt;&lt;br /&gt;&lt;span&gt;#LI-BL1&lt;/span&gt;&lt;span&gt; &lt;/span&gt;&lt;/p&gt;

Data Scientist Jobs in Pittsburgh