Senior AI Tooling Engineer (AI)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
TL;DR
Senior AI Tooling Engineer (AI): Building and optimizing internal ML tooling for distillation, training, and inference of models with an accent on performance analysis and hardware integration. Focus on developing workflows for high-performance software, tracing distributed training jobs, and influencing model architecture decisions for autonomous vehicle systems.
Location: Remote (USA). If living within a specific mile radius of a GM hub, must be able to report to the office three times a week.
Salary: $144,700–$261,300
Company
is a global automotive leader dedicated to achieving a future with zero crashes, zero emissions, and zero congestion.
What you will do
- Identify opportunities to improve training and inference efficiency for custom ML models.
- Build workflows for correctness and performance analysis on physical in-car compute and sensors.
- Develop tooling to predict model performance based on architecture and data shape.
- Trace performance on large distributed training and distillation jobs running on powerful GPUs.
- Evolve the toolchain to leverage the latest advancements in AI.
- Influence model architecture decisions and strategy within the organization.
Requirements
- 3+ years of experience in AI/ML.
- Expertise with ML frameworks (PyTorch, TensorFlow) and NVIDIA ecosystem (TensorRT, Nsight).
- Expertise in writing production-quality Python and C++ code.
- Strong understanding of the software development life-cycle including debugging and optimization.
- BS or higher degree in CS, CE, EE, or equivalent.
- Must be authorized to work in the United States.
Nice to have
- Experience with GPU programming (CUDA) and ML software stacks like cuDNN or cuBLAS.
- Familiarity with ML accelerators and hardware architecture.
- Experience deploying machine learning models in production environments.
Culture & Benefits
- Comprehensive health and wellbeing programs including medical, dental, and vision.
- Retirement savings plan and life insurance.
- Paid vacation and holidays.
- Tuition assistance programs and employee assistance programs.
- Exclusive GM vehicle discounts.
Hiring process
- Review of key responsibilities and qualifications.
- Potential role-related assessments or pre-employment screenings.
Будьте осторожны: если работодатель просит войти в их систему, используя iCloud/Google, прислать код/пароль, запустить код/ПО, не делайте этого - это мошенники. Обязательно жмите "Пожаловаться" или пишите в поддержку. Подробнее в гайде →