5 часов назад
Senior ML Research Scientist, End-to-End Autonomous Driving
183 825 - 275 975$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Senior ML Research Scientist, End-to-End Autonomous Driving (ML/Robotics): Advancing end-to-end machine learning models for autonomous vehicles, from raw camera, LiDAR, and radar data to generated driving behaviors, with an accent on large-scale learning, safe reasoning, and real-world deployment. Focus on designing data and evaluation pipelines, solving long-tail AV events, optimizing inference speed, and deploying performant models to autonomous vehicles.
Location: Mountain View, California, United States
Salary: $183,825–$275,975 per year, plus annual performance bonus, equity, and benefits.
Company
is a physical AI company developing Level 4 autonomous driving technology and a universal autonomy platform for vehicles and mobility services.
What you will do
- Advance state-of-the-art end-to-end machine learning models for autonomous driving, processing camera, LiDAR, and radar data into driving behaviors.
- Experiment with large-scale real-world driving datasets, large models, and compute infrastructure.
- Research solutions for long-tail events, safe and verifiable reasoning, and passenger comfort in autonomous vehicles.
- Collaborate with autonomy teams to identify challenges and develop roadmaps for learned solutions.
- Build data, training, evaluation, and validation pipelines with infrastructure and data teams.
- Optimize models for practical performance and deploy them to Driver vehicles on public roads.
Requirements
- 3+ years of experience in computer science, artificial intelligence, robotics, or a related field; an M.S. or Ph.D. is preferred.
- Subject matter expertise and research experience in machine learning, with experience in one or more of end-to-end autonomous driving models, imitation learning, reinforcement learning, or world models.
- Strong programming and problem-solving skills in Python; C++ is preferred.
- Ability to independently lead multifaceted research projects, collaborate across organizations, and deliver results on time.
- Research publications at major conferences such as CVPR, ICCV, ECCV, NeurIPS, ICML, ICLR, CoRL, RSS, or ICRA.
- Ability to work effectively in a fast-paced research and development environment.
Culture & Benefits
- Work alongside researchers and autonomy teams on real-world robotics problems.
- Inclusive workplace focused on diversity and psychological safety.
- Annual performance bonus, equity, and a competitive benefits package.
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