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ML Engineer, I

Torc Robotics · Remote - US
// classified as
Other (Adjacent or hard to classify.)
posted
2d ago
location
Remote - US
languages
python
tools
aws
> stack
pythonawspytorch
> description
<p><strong><span data-contrast="auto">About the Company</span></strong><span data-ccp-props="{}">&nbsp;</span></p> <p><span data-contrast="auto">At Torc, we have always believed that autonomous vehicle technology will transform how we travel, move freight, and do business.</span>&nbsp;<br><span data-contrast="auto">A leader in autonomous driving since 2007, Torc has spent over a decade commercializing our solutions with experienced partners. </span><a href="https://torc.ai/daimler-testing-automated-trucks-public/"><span data-contrast="none"><span data-ccp-charstyle="Hyperlink">Now a part of the Daimler family</span></span></a><span data-contrast="auto">, we are focused solely on developing software for automated trucks to transform how the world moves freight.</span>&nbsp;<br><span data-contrast="auto">Join us and catapult your career with the company that helped pioneer autonomous technology, and the first AV software company with the vision to partner directly with a truck manufacturer.</span><span data-ccp-props="{}">&nbsp;</span></p> <p><strong><span data-contrast="none">Meet the Team</span></strong><span data-ccp-props="{}">&nbsp;</span></p> <p><span data-ccp-props="{}">As a Machine Learning Engineer on the ML Ops Framework &amp; Conversion team, you will support the day-to-day operations that keep Torc's model development ecosystem running smoothly. Our team is comprised of engineers with deep expertise in ML and RL frameworks, embedded systems, and autonomous driving — united by a focus on getting models from development into the real world reliably and at scale.<br><br>In this role, you will provide general MLOps support to model development teams, helping triage issues, maintain pipelines, and ensure engineers have what they need to move fast. You'll gain broad exposure across the ML stack and grow alongside a team working on some of the most complex model infrastructure in autonomous trucking.</span></p> <p><strong><span data-contrast="none">What You’ll Do</span></strong><span data-ccp-props="{}">&nbsp;</span></p> <ul> <li><span data-ccp-props="{}">Provide on-call MLOps support for model development teams, triaging and resolving pipeline issues as they arise.</span></li> <li><span data-ccp-props="{}">Assist in debugging model development workflows and identifying root causes across the ML stack.</span></li> <li><span data-ccp-props="{}">Collaborate with senior engineers to improve tooling, documentation, and operational processes.</span></li> <li><span data-ccp-props="{}">Communicate and collaborate with model development teams and broader stakeholders, ensuring issues are resolved quickly and findings are shared across the organization.<br></span></li> </ul> <p><strong><span data-contrast="none">What You’ll Need to Succeed</span></strong><span data-ccp-props="{}">&nbsp;</span></p> <ul> <li><span data-ccp-props="{}">Bachelor's Degree in Computer Science, Electrical Engineering, Robotics, or related field plus 1+ years of relevant experience; or equivalent practical experience.</span></li> <li><span data-ccp-props="{}">Proficiency in Python, with foundational experience in ML frameworks such as PyTorch and familiarity with model training pipelines.</span></li> <li><span data-ccp-props="{}">Experience with MLOps tooling — CI/CD systems, monitoring, logging, and pipeline orchestration.</span></li> <li><span data-ccp-props="{}">Strong debugging and problem-solving skills with an ability to triage issues under pressure.</span></li> <li><span data-ccp-props="{}">Clear communicator who can work across teams and translate technical issues for different audiences.</span></li> </ul> <p><strong><span data-contrast="none">Bonus Points</span></strong>&nbsp;</p> <ul> <li>Experience with large sensor data formats (MCAP, Parquet) and associated processing tools (PyArrow, Daft, Pandas).</li> <li>Experience with distributed compute/orchestration frameworks (Ray, Anyscale, AWS Sagemaker).</li> <li>Infrastructure-as-code experience (Terraform).</li> <li>Experience with edge deployment or embedded hardware.</li> <li>Exposure to autonomous driving or robotics ML workflows.</li> </ul> <p><strong><span data-contrast="auto">Perks of Being a Full-time Torc’r</span></strong>&nbsp;<br><span data-contrast="auto">Torc cares about our team members and we strive to provide benefits and resources to support their health, work/life balance, and future. Our culture is collaborative, energetic, and team focused. Torc offers:&nbsp;&nbsp;&nbsp;</span></p> <ul> <li data-leveltext="" data-font="Symbol" data-listid="2" data-list-defn-props="{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}" data-aria-posinset="1" data-aria-level="1"><span data-contrast="auto">A competitive compensation package that includes a bonus component and stock options</span><span data-ccp-props="{&quot;335559739&quot;:0}">&nbsp;</span></li> </ul> <ul> <li data-leveltext="" data-font="Symbol" data-listid="2" data-list-defn-props="{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}" data-aria-posinset="2" data-aria-level="1"><span data-contrast="auto">100% paid medical, dental, and vision premiums for full-time employees</span><span data-ccp-props="{&quot;335559739&quot;:0}">&nbsp;</span></li> </ul> <ul> <li data-leveltext="" data-font="Symbol" data-listid="2" data-list-defn-props="{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}" data-aria-posinset="3" data-aria-level="1"><span data-contrast="auto">401K plan with a 6% employer match</span><span data-ccp-props="{&quot;335559739&quot;:0}">&nbsp;</span></li> </ul> <ul> <li data-leveltext="" data-font="Symbol" data-listid="2" data-list-defn-props="{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}" data-aria-posinset="4" data-aria-level="1"><span data-contrast="auto">Flexibility in schedule and generous paid vacation (available immediately after start date)</span><span data-ccp-props="{&quot;335559739&quot;:0}">&nbsp;</span></li> </ul> <ul> <li data-leveltext="" data-font="Symbol" data-listid="2" data-list-defn-props="{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}" data-aria-posinset="5" data-aria-level="1"><span data-contrast="auto">AD+D and Life Insurance</span><span data-ccp-props="{&quot;335559739&quot;:0}">&nbsp;</span></li> </ul> <p><span data-ccp-props="{&quot;335559739&quot;:0}"><span class="TextRun SCXW49714330 BCX0" lang="EN-US" data-contrast="auto"><span class="NormalTextRun SCXW49714330 BCX0">At Torc, </span><span class="NormalTextRun SCXW49714330 BCX0">we’re</span><span class="NormalTextRun SCXW49714330 BCX0"> committed to building a diverse and inclusive workplace. We celebrate the uniqueness of our </span><span class="NormalTextRun SpellingErrorV2Themed SCXW49714330 BCX0">Torc’rs</span><span class="NormalTextRun SCXW49714330 BCX0"> and do not discriminate based on race, religion, color, national origin, gender (including pregnancy, childbirth, or related medical conditions), sexual orientation, gender identity, gender expression, age, veteran status, or disabilities.</span></span><span class="LineBreakBlob BlobObject DragDrop SCXW49714330 BCX0"><span class="SCXW49714330 BCX0">&nbsp;</span><br class="SCXW49714330 BCX0"></span><span class="TextRun SCXW49714330 BCX0" lang="EN-US" data-contrast="auto"><span class="NormalTextRun SCXW49714330 BCX0">Even if you </span><span class="NormalTextRun SCXW49714330 BCX0">don’t</span><span class="NormalTextRun SCXW49714330 BCX0"> meet 100% of the qualifications listed for this opportunity, we encourage you to apply.</span></span></span></p> <p><span data-ccp-props="{&quot;335559739&quot;:0}"><span class="TextRun SCXW207640960 BCX0" lang="EN-US" data-contrast="none"><span class="NormalTextRun SCXW207640960 BCX0">Our compensation reflects the cost of labor across several geographic markets. </span><span class="NormalTextRun SCXW207640960 BCX0">Pay is based on a number of factors and may vary depending on job-related knowledge, skills, and experience.</span> <span class="NormalTextRun SCXW207640960 BCX0">Torc's total compensation package will also include our corporate bonus and stock option plan.</span><span class="NormalTextRun SCXW207640960 BCX0"> Dependent on the position offered, sign-on payments, relocation, and other forms of compensation may be provided as part of a total compensation package, in addition to a full range of medical, financial, and/or other benefits.</span></span><span class="EOP Selected SCXW207640960 BCX0" data-ccp-props="{}">&nbsp;</span></span></p> <p><strong><span data-contrast="auto">Hiring Range for Job Opening </span></strong><span data-ccp-props="{}">&nbsp;</span></p> <p><strong><span data-contrast="auto">US Pay Range</span></strong><span data-ccp-props="{}">&nbsp;</span></p> <p><span data-contrast="auto">$132,400&nbsp; - $ USD</span><span data-ccp-props="{}">&nbsp;</span></p> <p><span data-ccp-props="{}"><span class="TextRun SCXW186989148 BCX0" lang="EN-US" data-contrast="auto"><span class="NormalTextRun SCXW186989148 BCX0">Job ID:&nbsp;</span></span><span class="EOP Selected SCXW186989148 BCX0" data-ccp-props="{}"> 102940</span></span></p>