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🤖ML Engineer

Sr. Software Engineer- ML Team

DoubleVerify · Tel Aviv, Israel
// classified as
ML Engineer (Productionizing models, serving, MLOps.)
posted
243d ago
location
Tel Aviv, Israel
languages
java, kotlin, scala
tools
bigquery, databricks, kafka
> stack
javakotlinscalabigquerydatabrickskafkamlflowsagemakersnowflakesparkairflowhuggingfacepytorchtensorflow
> education
ms
> description
<p data-pm-slice="1 1 []"><strong>Who we are&nbsp;</strong></p> <p>We’re looking for a Senior Software Engineer to join our ML team working in Tel Aviv.&nbsp;</p> <p>DoubleVerify is an Israeli-founded big data analytics company (Stock: <a href="https://www.google.com/finance/quote/DV:NYSE" target="_blank">NYSE: DV</a>). We track and analyze tens of billions of ads every day for the biggest brands in the world.We operate at a massive scale, handling over 100B events per day and over 1M RPS at peak, we process events in real-time at low latencies (ms) and analyze over 2.5M video years&nbsp;<strong>every day</strong>. We verify that all ads are fraud free, appear next to appropriate content, appear to people in the right geography and measure the viewability and user’s engagement throughout the ad’s lifecycle.&nbsp;</p> <p>We are global, with HQ in NYC and R&amp;D centers in Tel Aviv, New York, Finland, Berlin, Belgium and San Diego. We work in a fast-paced environment and have a lot of challenges to solve. If you like to work in a huge scale environment and want to help us build products that have a huge impact on the industry, and the web - then your place is with us.</p> <p>&nbsp;</p> <p><strong>What will you do</strong></p> <ul> <li class="css-v55p23"> <p>Join a team of experienced engineers to build backend infrastructure (data processing jobs, micro-services) and create automated workflows to process large datasets for machine learning purposes.</p> </li> <li class="css-v55p23"> <p>Design and develop MLOps infrastructure to support our ML/AI models at scale, including CI/CD, automation, evaluation, and monitoring.</p> </li> <li class="css-v55p23"> <p>Lead projects by architecting, designing, and implementing solutions that will impact the core components of our system.</p> </li> <li class="css-v55p23"> <p>Develop and maintain scalable distributed systems in a BigData environment using stream processing technologies such as Akka Streams, Kafka Streams, or Spark.</p> </li> </ul> <p>&nbsp;</p> <p><strong>Who you are</strong></p> <ul> <li class="css-v55p23"> <p>4+ years of experience coding in an industry-standard language such as Kotlin, Java, Scala, or Python</p> </li> <li class="css-v55p23"> <p>Demonstrated interest in machine learning and the advancements in the field, including familiarity with MLOps tools and frameworks.</p> </li> <li class="css-v55p23"> <p>Deep understanding of Computer Science fundamentals: object-oriented design, functional programming, data structures, multi-threading, and distributed systems</p> </li> <li class="css-v55p23"> <p>Experience working with various Big data technologies and tools (DataBricks, Snowflake, BigQuery, Kafka, Spark, Airflow, Argo) at scale</p> </li> <li class="css-v55p23"> <p>Experience working in Docker/Kubernetes and cloud providers (GCP/AWS/Azure)</p> </li> <li class="css-v55p23"> <p>Result-oriented contributor with a "can do" attitude - take a task from concept to full implementation.</p> </li> <li class="css-v55p23"> <p>A team player with excellent collaboration and communication skills.</p> </li> </ul> <p>&nbsp;</p> <p><strong>Nice to have</strong></p> <ul> <li class="css-v55p23"> <p>Hands-on experience with MLOps tools (MLFlow, Ray, Seldon, Kubeflow, Vertex.AI, SageMaker, etc.), ML algorithms and frameworks (PyTorch, TensorFlow, HuggingFace, Sklearn, etc.).</p> </li> <li class="css-v55p23"> <p>Experience in the AdTech world</p> </li> </ul> <p>&nbsp;</p> <p>#Hybrid</p> <p>&nbsp;</p> <p>&nbsp;</p>