ML Engineer, II - Simulation Enablement
Torc Robotics2 months ago
Remote, United StatesMid Level
H1B sponsor
Base Salary
$153k - $184k/yr
Responsibilities
- Act as the embedded point of contact between Dataloop + Simulation and one to two Autonomy teams.
- Implement end-to-end data flows from the data operations platform through simulation to persistent storage at scale.
- Onboard autonomy models to replay/recompute workflows and subsequent metric evaluation.
- Drive adoption of visualization tooling and propose UI/UX improvements.
- Become a domain expert on partner-team models such as Camera, Lidar, Vehicle Intent, and Object Tracking and own their integrations.
- Debug issues across data ingestion, simulation execution, storage, and metrics through resolution.
- Translate Autonomy engineer feedback into concrete Dataloop + Simulation product-roadmap requirements.
- Document workflows and onboard users so adoption scales beyond direct support.
Requirements
- Bachelor's degree in Computer Science, Robotics, Electrical Engineering, or a related technical field plus competencies typically acquired through 4+ years of experience, or a master's degree plus 2+ years of experience.
- Strong Python skills and experience building or operating data pipelines at scale.
- Experience with simulation, replay, or model validation.
- Familiarity with autonomy or robotics ML models and the data they consume.
- Comfort working across cloud storage and compute.
- Strong cross-team communication skills and hands-on debugging ability.
- Bonus: experience in forward-deployed engineering, solutions engineering, or embedded platform roles.
- Bonus: experience with Camera, Lidar, Vehicle Intent, or Object Tracking models.
- Bonus: experience with autonomous-vehicle or robotics simulation/replay frameworks.
- Bonus: familiarity with Foxglove, OpenGL, or Three.js.
- Bonus: experience with MCAP, Parquet, PyArrow, Daft, or Pandas.
- Bonus: experience with Ray, Anyscale, or AWS HyperPods.
- Bonus: Terraform and GitHub Actions experience.
Benefits
- Remote position in the United States and Canada.
- Competitive compensation package with 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.
Categories
About Torc Robotics
Torc Robotics develops autonomous driving software for heavy-duty trucks, offering a full self-driving stack, mapping, and perception for freight carriers and OEMs. Founded in 2005 and headquartered in Blacksburg, Virginia, it was acquired by Daimler Truck in 2019. As a subsidiary, Torc focuses on commercializing Level 4 trucking with its parent’s vehicle platforms and industry partnerships in North American freight transport.