Software Engineer - Perception / Mapping Data (Robotics)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
TL;DR
Software Engineer (Perception / Mapping Data): Designing and developing large-scale HD mapping algorithms, workflows, and data pipelines with an accent on model benchmarking and data curation. Focus on building high-quality datasets for ML training and optimizing the ability to map cities at scale.
Location: Hybrid in Foster City, CA
Salary: $172,000 - $230,000
Company
is developing the first ground-up, fully autonomous vehicle fleet and the supporting ecosystem for urban mobility.
What you will do
- Design and build high-quality, large-scale mapping datasets and data pipelines for training and evaluating ML models.
- Develop specialized tools for model performance benchmarking and introspection.
- Collaborate with ML engineers to define and refine data curation and training strategies to improve model accuracy.
- Work cross-functionally with perception, planning, prediction, and simulation teams.
Requirements
- BS or MS in Computer Science or a related field with 3+ years of experience.
- Proficiency in Python, TypeScript, and React.
- Experience with large-scale, multi-modal datasets and web tooling for model benchmarking.
- Ability to identify, clean, and process datasets containing high levels of noise or ambiguous classifications.
Nice to have
- Proficiency in C++.
- Experience in computer vision and machine learning algorithms.
- Knowledge of geospatial data and coordinate systems.
Culture & Benefits
- Competitive compensation including base salary, Amazon RSUs, and Stock Appreciation Rights.
- Comprehensive health, long-term care, and life insurance.
- Paid time off (sick leave, vacation, bereavement) and unpaid time off.
- Potential for a sign-on bonus.
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