8 дней назад
Senior/Staff Machine Learning Engineer (Autonomous Vehicles)
311 850 - 389 400$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Senior/Staff Machine Learning Engineer (Autonomous Vehicles) (PyTorch/Computer Vision): Building and deploying emergency manoeuvre prediction and collision detection models for autonomous vehicles with an accent on rare-event modelling, large-scale fleet data, and safety validation. Focus on designing evaluation systems, validating models in open-loop and closed-loop settings, and transferring research into reliable production systems.
Location: Sunnyvale, California, USA; hybrid working model with in-person collaboration in the office, vehicle workshops, and labs.
Salary: $311,850–$389,400 annually, plus equity and location-dependent benefits.
Company
develops an end-to-end AI platform for autonomous driving that learns from real-world driving experience and supports scalable deployment across vehicle manufacturers.
What you will do
- Lead the technical direction and delivery of learned emergency manoeuvre prediction and collision detection models.
- Own Core Model Safety roadmap areas from problem definition and research through experiments, evaluation, integration, and deployment evidence.
- Train and deploy end-to-end autonomous driving models using large-scale fleet data across vehicles, markets, and driving conditions.
- Collaborate on online occupancy models for geometric and semantic perception.
- Build open-loop and closed-loop evaluations for core capabilities and representation learning.
- Partner with AV Core, Evaluation, Product Engineering, fleet, simulation, and product teams while mentoring engineers.
Requirements
- Strong track record in machine learning engineering, including scoping ambiguous problems, designing evaluations, and setting technical direction.
- Hands-on experience with machine learning systems deployed in the real world.
- Proficiency in Python and PyTorch, with strong software engineering practices and experience building reliable training and evaluation systems.
- Excellent experimental judgment, including hypothesis formation, metric design, disciplined ablations, and technical decision-making.
- Senior-level ownership, cross-functional collaboration, and clear written and verbal communication.
Nice to have
- Experience in autonomous vehicles or robotics, including physical-system deployment and closed-loop validation.
- Experience with 3D scene understanding, representation learning, geometric and semantic perception, or large-scale semantic enrichment.
- Experience evaluating rare events using simulation, fleet data, or heterogeneous real-world data.
- Experience with transformer-based, multimodal, vision-language, or vision-language-action models.
- Proficiency in C++, CUDA, distributed training, or production machine learning performance optimization.
Culture & Benefits
- Hybrid work combining office collaboration with focused remote work and core hours.
- Relocation support and visa sponsorship where applicable.
- Meaningful equity and annual market-benchmarked salaries.
- Learning and development budgets for training, conferences, and professional growth.
- Health, dental, retirement or pension, enhanced parental leave, therapy access, wellbeing partnerships, and team socials, depending on location.
Hiring process
- Recruiter screen: 30 minutes.
- Competency interviews with the hiring manager and applied ML interviewer: 2 hours total.
- Deep-dive technical interviews covering programming, systems design, PyTorch debugging, and technical leadership, followed by a final mission and values interview.
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