Senior ML Engineer - Road & Lane Detection
Is this job for you?
Build my CV Build your CV and see how well you match this role — and every other one.
The role
Lead development of monocular and multimodal road and lane BEV perception models for autonomous trucking.
Train and validate models using camera, LiDAR, and radar data, handling varied weather and occlusions to ensure robust performance.
Design BEV-based road model inference and integrate into end-to-end planning and control pipelines.
Build scalable data pipelines for large-scale data processing, annotation, pseudo-labeling, augmentation, and domain adaptation.
Deploy ML models on edge hardware with real-time inference and resource optimization.
Collaborate cross-functionally, mentor junior engineers, and translate research advances into production-grade pipelines.
Train and validate models using camera, LiDAR, and radar data, handling varied weather and occlusions to ensure robust performance.
Design BEV-based road model inference and integrate into end-to-end planning and control pipelines.
Build scalable data pipelines for large-scale data processing, annotation, pseudo-labeling, augmentation, and domain adaptation.
Deploy ML models on edge hardware with real-time inference and resource optimization.
Collaborate cross-functionally, mentor junior engineers, and translate research advances into production-grade pipelines.
See the full job post
Responsibilities, requirements, skills and benefits — create your free account.
or
Already have an account?
Log inSimilar openings
Other roles that could suit you.
? Senior C++ Programmer - Machine Learning - Content Creation Technology Group ? Senior C++ Programmer - Machine Learning Content Creation Technology Group ? Senior Editor Developer, AI Authoring ? Data Scientist, Audience Analytics ? Staff ML Engineer - Road & Lane Detection ? Staff, ML Engineer - Learned Behaviors / RL Planning