Staff, ML Engineer - E2E
Ist diese Stelle etwas für Sie?
Lebenslauf erstellen Erstellen Sie Ihren Lebenslauf und entdecken Sie Ihre Übereinstimmung mit dieser Stelle — und mit allen anderen.
Die Stelle
Lead end-to-end model development for autonomous driving, connecting multi-modal perception inputs to driving decisions.
Design and deploy differentiable pipelines and scalable multi-task architectures using real-world and simulated data.
Define learning objectives aligned with safety, comfort, efficiency, and regulatory compliance, and drive large-scale training and evaluation.
Collaborate with Perception, Prediction, and Motion Planning teams to ensure interface consistency between learned and modular components.
Establish robust end-to-end evaluation frameworks, including closed-loop simulation and on-road validation, and mentor engineers in experimentation and debugging.
Stay at the frontier of ML research with focus on foundation models, sequence modeling, self-supervision, and generative world representations.
Design and deploy differentiable pipelines and scalable multi-task architectures using real-world and simulated data.
Define learning objectives aligned with safety, comfort, efficiency, and regulatory compliance, and drive large-scale training and evaluation.
Collaborate with Perception, Prediction, and Motion Planning teams to ensure interface consistency between learned and modular components.
Establish robust end-to-end evaluation frameworks, including closed-loop simulation and on-road validation, and mentor engineers in experimentation and debugging.
Stay at the frontier of ML research with focus on foundation models, sequence modeling, self-supervision, and generative world representations.
Die vollständige Anzeige sehen
Aufgaben, Anforderungen, Kompetenzen und Vorteile — mit Ihrem kostenlosen Konto.
Bereits ein Konto? Anmelden
Ähnliche Stellen
Weitere Positionen, die passen könnten.
? 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