3 дня назад
Senior Machine Learning Engineer (Autonomous Driving)
311 850 - 389 400$
Мэтч & Сопровод
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Описание вакансии
Текст:
TL;DR
Senior Machine Learning Engineer (Autonomous Driving): Building and fine-tuning offline scene-understanding models for measuring driving performance across fleet-scale vehicle, camera, lidar, and simulation data with an accent on multimodal transformers, vision-language models, and temporal context. Focus on benchmarking models, diagnosing failure modes, defining statistically credible validation evidence, and improving generalisation across vehicles, geographies, and driving conditions.
Location: Sunnyvale, California, USA; hybrid work with in-person collaboration and remote working time.
Salary: $311,850–$389,400 per year for the senior level.
Company
develops an AI platform for autonomous driving, combining machine learning, robotics, simulation, data, and systems technology to support mapless, hardware-agnostic vehicle autonomy.
What you will do
- Build, train, and fine-tune scene-understanding models for offline measurement of driving performance.
- Adapt on-vehicle architectures and foundation models for offline use with larger compute budgets and bidirectional temporal context.
- Improve model accuracy and generalisation across vehicle platforms, geographies, and driving conditions.
- Benchmark models, diagnose failure modes, and use error analysis to guide iteration.
- Define quality bars and statistically credible evidence for validation pipelines and safety cases.
- Collaborate with modelling, evaluation, data curation, and simulation teams while mentoring other engineers.
Requirements
- 4+ years of machine-learning engineering experience, including training and shipping deep-learning models in production.
- Hands-on experience with computer vision, transformer, multimodal, or vision-language architectures.
- Experience adapting or fine-tuning pretrained or foundation models and understanding data, loss, and representation trade-offs.
- Proficiency in Python and PyTorch or a similar framework, with experience in large-scale training.
- Ability to take ambiguous modelling problems from scoping through to measurable solutions.
- Experience in 3D scene understanding, offline modelling, auto-labelling, temporal or world models, autonomous vehicles, robotics, or distributed training is valuable.
Nice to have
- Experience with 3D scene understanding, offline modelling, auto-labelling, temporal or world models, autonomous vehicles, robotics, or distributed training.
Culture & Benefits
- Hybrid work with access to vehicle workshops and laboratories.
- Relocation support and visa sponsorship where applicable.
- Meaningful equity and salaries benchmarked annually against the market.
- Learning and development support.
- Location-dependent health, family, retirement, and wellbeing benefits.
- An evolving working environment with substantial individual ownership.
Hiring process
- 25-minute recruiter screen.
- 60-minute competency interview followed by three hours of technical interviews covering applied machine learning, system design, and programming.
- 60-minute final interview focused on mission and values alignment.
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