Senior/Staff Software Engineer (Perception & Sensing)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
TL;DR
Senior/Staff Software Engineer (Perception & Sensing): Driving the evaluation and architectural design of the PCP stack for future vehicle platforms with an accent on winter driving and low-cost vehicle platforms. Focus on executing the technical validation pipeline and designing performant multi-sensor fusion models for 3D scene understanding.
Location: Hybrid (Foster City, CA / Boston, MA)
Salary: $242,000 - $333,000
Company
is developing autonomous vehicle platforms to transform urban transportation through advanced robotics and AI.
What you will do
- Execute the PCP metrics pipeline to assess how hardware updates impact 3D scene understanding and localization performance.
- Design and conduct structured A/B testing experiments and tandem vehicle data collection for winter ODD validation.
- Collaborate with Autonomous Hardware Engineering to correlate sensor lab tests with downstream perception performance.
- Perform root cause analysis on detection regressions to understand modality degradation in challenging environments.
- Develop efficient multi-sensor fusion models to improve perception performance for highways and adverse weather.
Requirements
- Strong proficiency in C++ and Python for metrics pipelines and automated testing.
- Experience with A/B testing methodology (Risk Balanced Verification) for hardware/software evaluation.
- Familiarity with how environmental factors like snow or fog degrade bounding box precision, point clouds, and 3D occupancy.
- Ability to define complex data collection plans for winter ODDs (ice, low temperatures, specific snow types).
- Experience deploying multi-modality fusion models for 3D object detection, segmentation, mapping, and localization.
- Must be based in or able to work from Foster City, CA or Boston, MA.
Nice to have
- Performance optimization for low-power edge compute (e.g., Nvidia Thor, TensorRT).
- Experience designing sensors or ML models specifically for anomaly and rare event detection.
Culture & Benefits
- Competitive compensation including base salary, Amazon RSUs, and Stock Appreciation Rights.
- Comprehensive health, long-term care, and life insurance.
- Paid time off, including sick leave and vacation.
- Potential sign-on bonus as part of the compensation package.
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