Senior, ML Engineer - Offline Perception
Torc Roboticsabout 1 month ago
Remote, United StatesSenior / Staff+
H1B Sponsor
Base Salary
$199k - $299k/yr
Responsibilities
- Design, implement, test and deploy offline object detection, tracking and fusion modules.
- Serve as project lead, guiding less experienced team members.
- Stay updated with the latest developments in AI and ML for autonomous driving.
- Develop offline perception models or algorithms using disciplined software development processes.
- Document created applications and define data preparation and governance processes.
- Assess current capabilities and propose improvements.
- Measure and track auto labeling quality.
- Guide and produce information products for data accessibility.
- Evaluate technical advances to improve productivity and quality.
- Develop guidelines for analytics and machine learning models.
Requirements
- Bachelor’s Degree in Computer Science, Robotics, Electrical Engineering or related field with 6+ years of experience, or a Master’s Degree with 3+ years of experience.
- Highly skilled in conducting complex work with minimal supervision.
- Proficient in Active Learning, Pseudo-labeling, Computer Vision, and Deep Learning.
- Experience with 2D/3D Object Detection, Tracking, Sensor Fusion, and Semantic Segmentation.
- Familiarity with ML Operations (MLOps) and tooling.
- Proficient in distributed machine learning frameworks like PyTorch and Ray.
- Experience with data curation and processing tools.
- Strong Python software development skills.
Benefits
- A competitive compensation package including bonuses and stock options.
- 100% paid medical, dental, and vision premiums for full-time employees.
- 401K plan with a 6% employer match.
- Flexibility in schedule and generous paid vacation available immediately.
- AD+D and Life Insurance.