11 дней назад
Senior Software Engineer - ML Tooling and Evaluation (Autonomous Vehicles)
144 700 - 261 300$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Senior Software Engineer - ML Tooling and Evaluation (Autonomous Vehicles) (Python/React/Spark): Building high-performance evaluation, introspection, visualization, and metrics tools for autonomous vehicle models at billion-example scale with an accent on model-based metrics, simulation, and data-intensive ML workflows. Focus on connecting offline evaluation signals to data, training, and launch decisions while improving the safety, reliability, and scalability of L2–L4 autonomous systems.
Location: Remote within the United States; candidates living within a specified radius of a GM hub may be required 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 base salary, plus potential incentive pay.
Company
develops automotive technologies and autonomous vehicle systems focused on safer, cleaner, and more efficient transportation.
What you will do
- Build and improve evaluation signals and introspection tools for autonomous vehicle models.
- Develop visualization and metrics presentation capabilities within model evaluation workflows.
- Help modeling and data teams analyze 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, launch decisions, and real-world vehicle behavior.
- Participate in design and code reviews and collaborate with Data, Infrastructure, validation, modeling, and data-scaling teams.
Requirements
- 3+ years of relevant industry experience; 5+ years is preferred.
- Experience with some of the following: Python, Node.js, high-throughput data streaming, React, TypeScript, WebGL, WebGPU, Streamlit, Jupyter notebooks, Spark, BigQuery, or Kubernetes.
- Bachelor's degree in Computer Science or a related field, or equivalent experience.
- Strong communication skills and the ability to collaborate across engineering teams.
- Ability to work remotely within the United States, with possible onsite attendance near a GM hub.
Nice to have
- Experience in robotics or autonomous driving.
- Master's or PhD degree in Computer Science or a related field.
- Experience shipping production software and iterating quickly in a startup-within-an-enterprise environment.
Culture & Benefits
- Medical, dental, vision, Health Savings Account, and Flexible Spending Account options.
- Retirement savings plan, life insurance, sickness and accident benefits, and employee assistance programs.
- Paid vacation and holidays, tuition assistance, and GM vehicle discounts.
- Relocation benefits may be available under company policy.
- Work focused on safety, reliability, scalability, and next-generation autonomous vehicle innovation.
Hiring process
- Applicants may be required to complete a role-related assessment and pre-employment screening where applicable.
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