Senior, Software Engineer - ML Data Delivery
Torc Roboticsabout 3 hours ago
Base Salary
$161k - $193k/yr
Responsibilities
- Design, implement, test, and deploy quality-control tooling and pipelines for pseudo-labeled data.
- Provide statistical support and report on pseudo-label quality, coverage, and pipeline health.
- Select and curate secondary data for online model training and support the ML data delivery system.
- Improve pipeline throughput, quality, and reliability across the pseudo-labeling and data delivery stack.
- Define and implement ingestion, preparation, curation, and governance for large datasets supporting analytics and ML workflows.
- Develop tools, services, algorithms, documentation, deployment standards, and data-quality guidelines.
- Lead projects, guide less experienced team members, and provide technical leadership, coaching, and mentoring.
- Evaluate technical improvements, identify bottlenecks, and improve productivity, flow times, and operational reliability.
- Produce information products that improve data visualization and accessibility.
Requirements
- Bachelor’s degree in Computer Science, Robotics, Electrical Engineering, or a related technical field plus typically 6 or more years of experience, or a master’s degree in one of these fields plus typically 3 or more years of experience.
- Familiarity with offline perception stacks and how pseudo-labeled data is produced.
- Strong software engineering background building and operating data pipelines and services at scale.
- Statistical analysis and reporting skills with the ability to turn data-quality findings into actionable insights.
- Experience with MLOps, ML frameworks, experiment tracking, model registries, ML metrics, and evaluation or quality processes.
- Experience with Parquet data processing using tools such as PyArrow, Daft, or Pandas.
- Proficiency in Python software development, VDI and cloud-based development environments, GitHub Actions, and Docker.
- Experience with distributed data processing or ML frameworks such as PyTorch, Lightning, or Ray.
- Large-scale data delivery systems and pseudo-labeling experience are bonuses.
- Ability to work independently, drive alignment, own technical solutions, guide consensus, and mentor engineers.
Benefits
- Competitive compensation package including a bonus component and stock options
- 100% paid medical, dental, and vision premiums for full-time employees
- 401(k) plan with a 6% employer match
- Flexible schedule and generous paid vacation available immediately after the start date
- Company-wide holiday office closures
- AD&D and life insurance
About Torc Robotics
Torc Robotics, headquartered in Blacksburg, Virginia, offers a complete autonomous software solution for the trucking/freight industry. Torc was acquired by Daimler – the largest heavy-duty truck manufacturer in North America – in August 2019. We are working together to develop highly automated trucks to improve the safety and efficiency of transporting goods. We are experts in providing autonomous vehicle solutions and we partner with other industry leaders to bring this new technology to work in the real world. Our mission is to drive the future of freight through safer roads and the efficient transport of critical goods. #TorcDriven #TorcRobotics