Staff, ML Engineer - Road & Lane Detection
Questa offerta fa per te?
Crea il mio CV Crea il tuo CV e scopri la tua percentuale di corrispondenza con questa posizione — e con tutte le altre.
La posizione
Own the Road & Lane Detection model roadmap from concept to production-grade maturity, shaping perception capabilities for autonomous driving.
Research, design, and train advanced neural architectures (e.g., BEV transformers, LiDAR-vision fusion, topology-based lane networks) to detect and model road structures and lane connectivity.
Lead data strategy for this domain, defining curation, labeling policies, and active learning pipelines to cover long-tail scenarios.
Develop robust metrics and evaluation frameworks for lane/road geometry accuracy, temporal consistency, and cross-domain generalization.
Advance self-supervised pretraining, synthetic-to-real adaptation, and temporal modeling to strengthen road and lane understanding.
Drive large-scale experiments, mentor teammates, and collaborate across model development and perception teams to ensure production-grade quality.
Research, design, and train advanced neural architectures (e.g., BEV transformers, LiDAR-vision fusion, topology-based lane networks) to detect and model road structures and lane connectivity.
Lead data strategy for this domain, defining curation, labeling policies, and active learning pipelines to cover long-tail scenarios.
Develop robust metrics and evaluation frameworks for lane/road geometry accuracy, temporal consistency, and cross-domain generalization.
Advance self-supervised pretraining, synthetic-to-real adaptation, and temporal modeling to strengthen road and lane understanding.
Drive large-scale experiments, mentor teammates, and collaborate across model development and perception teams to ensure production-grade quality.
Vedi l'annuncio completo
Mansioni, profilo, competenze e vantaggi — crea il tuo account gratuito.
o
Hai già un account?
AccediOfferte simili
Altre posizioni che potrebbero interessarti.
? 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