Staff, ML Engineer - Road & Lane Detection
Cette offre est-elle pour vous ?
Créer mon CV Créez votre CV et découvrez votre pourcentage de correspondance avec ce poste — et avec tous les autres.
Le poste
Own the model roadmap for Road & Lane Detection within the Model Dev ML org, driving concept-to-production maturity.
Research and design advanced neural architectures (e.g., multi-camera BEV transformers, LiDAR-vision fusion, topological lane graphs) to model road structures and lane connectivity.
Lead data strategy for this domain, defining curation, labeling policies, and active learning pipelines to capture long-tail scenarios.
Develop robust metrics and evaluation frameworks for lane and road geometry accuracy, temporal consistency, and cross-domain generalization.
Advance foundational capabilities such as self-supervised pretraining, synthetic-to-real adaptation, and temporal modeling for road and lane understanding; drive large-scale experiments and ablations.
Mentor engineers, collaborate with other model dev teams for coherence, and stay ahead of research frontiers in production-grade perception.
Research and design advanced neural architectures (e.g., multi-camera BEV transformers, LiDAR-vision fusion, topological lane graphs) to model road structures and lane connectivity.
Lead data strategy for this domain, defining curation, labeling policies, and active learning pipelines to capture long-tail scenarios.
Develop robust metrics and evaluation frameworks for lane and road geometry accuracy, temporal consistency, and cross-domain generalization.
Advance foundational capabilities such as self-supervised pretraining, synthetic-to-real adaptation, and temporal modeling for road and lane understanding; drive large-scale experiments and ablations.
Mentor engineers, collaborate with other model dev teams for coherence, and stay ahead of research frontiers in production-grade perception.
Voir l'offre en entier
Missions, profil recherché, compétences et avantages — en créant votre compte gratuitement.
ou
Déjà un compte ?
Se connecterOffres similaires
D'autres postes qui pourraient vous convenir.
? 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