Staff Software Engineer (Machine Learning)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
TL;DR
Staff Software Engineer (Machine Learning): Developing ML and RL models to simulate realistic road users for autonomous vehicle training and testing with an accent on generative AI and reinforcement learning. Focus on building high-performance ML infrastructure, optimizing training loops, and deploying models into real-world AV environments.
Location: Remote (USA). Candidates within 50 miles of Atlanta, Austin, Detroit, Warren, Milford, or Mountain View are expected to report to the office at least 3 times a week.
Salary: $134,000 – $235,900
Company
is a global automotive leader working towards a world with zero crashes, zero emissions, and zero congestion.
What you will do
- Develop ML and RL models to simulate road users (vehicles, pedestrians, bikers) for AV training and testing.
- Design and optimize training loops and streamline integration for production model deployment.
- Build scalable ML infrastructure, metrics, and data pipelines to enable rapid experimentation cycles.
- Collaborate with Behavior, Perception, and Safety teams to refine AV driving policies.
- Apply strong software engineering expertise to accelerate project timelines for Autopilot and Lane Keep technologies.
Requirements
- 4+ years of experience in robotics or latency-sensitive backend services.
- Proven experience with ML frameworks such as TensorFlow or PyTorch.
- Strong programming proficiency in modern C++ or Python.
- Experience building highly performant ML and system pipelines.
- Must not require immigration sponsorship now or in the future.
- Must be authorized to work in the USA.
Nice to have
- Experience with CPU/GPU profiling, process scheduling, and prioritization.
- Track record of deploying perception, prediction, or AV models into real-world environments.
- Expertise in designing scalable, fault-tolerant, and extensible architectures across multiple systems.
- Ability to balance coding, technical design, strategy, and mentorship.
Culture & Benefits
- Comprehensive health benefits including medical, dental, vision, HSA, and FSA.
- Retirement savings plans and life insurance.
- Paid vacation, holidays, and sickness/accident benefits.
- Tuition assistance and employee assistance programs.
- GM vehicle discounts.
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