Machine Learning Engineer - PerceptionClutch Canada • Mountain View, California, United States
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Machine Learning Engineer - Perception
Clutch Canada
- Mountain View, California, United States
- Mountain View, California, United States
About
Role Overview: As an ML Engineer on our perception team, you will own the development and deployment of 3D perception models across object detection, semantic segmentation, and lane detection. Your work will directly shape how our autonomous systems perceive and understand the world.
What you will be doing
Train and evaluate 3D perception models for object detection, segmentation, and lane detection
Improve model performance across challenging conditions such as long range and sparse point clouds
Deploy perception models to production and own the full lifecycle from research to real-world integration
Diagnose and resolve deployment issues including latency, accuracy degradation, and edge case failures in the field
Monitor model performance in production and iterate rapidly based on real-world feedback
Build auto-labeling pipelines using vision-language models to accelerate data annotation
What will you have
MS or PhD in CS, Robotics, or a related field
Hands‑on experience with 3D object detection on LiDAR point clouds
Experience using VLMs for auto‑labeling or offline perception tasks
Strong Python and PyTorch skills
Familiarity with large‑scale dataset pipelines and annotation workflows
Experience with multi‑object tracking or sensor fusion is a plus
154900 - 222365 USD a year
Salary pay ranges are determined by role, level, and location. Within the range, the successful candidate’s starting base pay will be determined based on factors including job‑related skills, experience, certifications, qualifications, relevant education or training, and market conditions. These ranges are subject to change in the future.
Depending on the position offered, equity, bonus, and other forms of compensation may be provided as part of a total compensation package, in addition to comprehensive medical, dental, and vision coverage, pre‑tax commuter and health care/dependent care accounts, 401k plan, life and disability benefits, flexible time off, paid parental leave, and 11 paid holidays annually.
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Languages
- English
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