Staff, ML Engineer - BEV
Is this job for you?
Build my CV Build your CV and see how well you match this role — and every other one.
Track your applications on mobile The free Whileresume app, on iPhone and Android.
The role
Lead BEV-based perception model development across tasks such as detection, segmentation, road topology, and scene understanding.
Design advanced multi-modal architectures that fuse camera, LiDAR, radar, and HD maps into unified 3D representations.
Own large-scale training workflows—from data sampling and augmentation to distributed training and hyperparameter optimization.
Advance model robustness and generalization under low visibility, occlusions, and rare scenarios, with rigorous evaluation.
Collaborate with calibration, mapping, and fusion teams to ensure cohesive perception interfaces and mentor ML engineers.
Stay at the forefront of research, exploring self-supervised learning, large-scale pretraining, and foundation models for 3D perception.
Design advanced multi-modal architectures that fuse camera, LiDAR, radar, and HD maps into unified 3D representations.
Own large-scale training workflows—from data sampling and augmentation to distributed training and hyperparameter optimization.
Advance model robustness and generalization under low visibility, occlusions, and rare scenarios, with rigorous evaluation.
Collaborate with calibration, mapping, and fusion teams to ensure cohesive perception interfaces and mentor ML engineers.
Stay at the forefront of research, exploring self-supervised learning, large-scale pretraining, and foundation models for 3D perception.
See the full job post
Responsibilities, requirements, skills and benefits — create your free account.
or
Already have an account?
Log inYou might also like these jobs
No closely matching jobs yet — here are the most recent ones.