6 часов назад
Senior ML Systems Engineer (Autonomous Driving)
144 700 - 261 300$
Мэтч & Сопровод
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Описание вакансии
Текст:
TL;DR
Senior ML Systems Engineer (Autonomous Driving): Building high-performance evaluation and introspection tools for autonomous-vehicle models with an accent on large-scale data processing, model-based metrics, and 3D visualization. Focus on connecting offline evaluation with data, training, simulation, and launch decisions while improving safety, reliability, and scalability for L2–L4 autonomous systems.
Location: Remote within the United States; candidates living within a specified radius of a GM hub are expected to report onsite three times per week or at another frequency set by the manager. Travel of less than 25% is required.
Salary: $144,700–$261,300 annual base salary, plus incentive bonus potential.
Company
develops automotive technologies and autonomous driving systems focused on safer, more sustainable, and less congested transportation.
What you will do
- Build and improve evaluation signals and introspection tools for autonomous-vehicle models.
- Develop and maintain visualizations and metrics presentation within model evaluation workflows.
- Help modeling teams inspect model behavior and identify actionable next steps with fewer manual processes.
- Design scalable evaluation workflows using model-based metrics, end-to-end simulation, and large-scale data processing.
- Connect offline evaluation results with data, training, and launch decisions in collaboration with Data, Infrastructure, validation, modeling, and data-scaling teams.
- Participate in technical design and code reviews.
Requirements
- 3+ years of relevant industry experience.
- Experience with some of the following: Python, Node, high-throughput data streaming, React, TypeScript, WebGL, WebGPU, Streamlit, Jupyter notebooks, Spark, BigQuery, and Kubernetes.
- Strong communication skills and effective collaboration across engineering teams.
- Bachelor’s degree in Computer Science or a related field, or equivalent experience.
- Remote work is within the United States; regular GM hub attendance may be required for candidates living nearby.
Nice to have
- Experience in robotics or autonomous driving.
- 5+ years of relevant industry experience.
- Master’s or PhD degree in Computer Science or a related field.
- Experience shipping production software in a fast-iterating startup-within-an-enterprise environment.
Culture & Benefits
- Work on L2, L3, and L4 autonomous driving systems with direct impact on safety, reliability, and scalability.
- Medical, dental, and vision coverage, plus Health Savings Account and Flexible Spending Account options.
- Retirement savings plan, life insurance, sickness and accident benefits, and paid vacation and holidays.
- Tuition assistance, employee assistance programs, and GM vehicle discounts.
- Relocation benefits may be available.
Hiring process
- Role-related assessments and pre-employment screening may be required where applicable.
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