2 часа назад
Lead Machine Learning Engineer (Autonomous Vehicles)
220 000 - 270 000$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Lead Machine Learning Engineer (Autonomous Vehicles): Designing, training, and evaluating state-of-the-art models for autonomous driving, simulation, and ML platform systems with an accent on VLA, generative world models, foundation models, and large-scale multimodal data. Focus on solving long-tail failures, developing efficient training and evaluation practices at petabyte scale, and leading small teams of machine learning engineers.
Location: USA - Remote
Salary: $220,000–$270,000 USD per year
Company
develops and deploys autonomous vehicles using Multi-Policy Decision Making technology to improve public transit access, safety, and urban sustainability.
What you will do
- Design, train, and evaluate state-of-the-art models for autonomous driving, simulation, and the ML platform.
- Apply end-to-end driving, Vision Language Action, world model, and foundation model techniques to commercial-scale problems.
- Define data balancing, training experiment, and evaluation practices for efficient petabyte-scale model development.
- Analyze and address long-tail failure cases in large machine learning models.
- Lead a small cross-functional group of 2–3 engineers and communicate technical details to interdisciplinary leadership.
Requirements
- Extensive practical experience with Vision Language Action Models, Generative World Models, Foundation Models in Robotics, or Data-Centric AI.
- At least 4 years of industry experience working on commercial robotics systems.
- At least 1 year of mentoring machine learning engineers in a commercial or laboratory environment.
- Master’s degree in Robotics, Computer Science, Computer Engineering, or a comparable mathematically or engineering-focused field.
- Strong Python and PyTorch programming skills in a Linux environment, plus practical experience with long-tail machine learning problems.
- Functional understanding of LiDAR, camera, and radar processing techniques.
Nice to have
- PhD and/or published research in the relevant specialty domains.
- Familiarity with common post-training techniques.
- Experience deploying models to resource-constrained edge hardware.
- Understanding of C, C++, or CUDA memory and threading models.
Culture & Benefits
- Medical, dental, vision, life, and disability coverage.
- Health Savings and Flexible Spending Accounts.
- Retirement benefits with an immediately vested employer safe-harbor match.
- Paid parental leave with a phased return-to-work option.
- Flexible vacation policy, paid company holidays, and a total wellness program.
- Low travel requirement of approximately 5%–10%.
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