PlusAI
Senior Machine Learning Engineer, Simulation
$130K–$200K
Santa Clara, CA · Hybrid · Senior · Full-time · Posted Nov 27, 2024
- Experience
- MS with 3+ years of relevant experience, or PhD new graduate.
- Education
- MS or PhD in mechanical, electrical, aerospace engineering, physics, computer science, or a related field.
About the job
Develop data-driven vehicle dynamics models and integrate them into simulation pipelines to support autonomous driving development.
What you'll do
- Build scalable vehicle dynamics models from road-test data using deep learning and data analysis.
- Analyze road-test data and integrate models into simulation pipelines, including automated training and evaluation.
- Collaborate across teams to resolve road-test issues and meet customer, regulatory, and quality requirements.
What they ask for
- MS with 3+ years of relevant experience, or PhD (new graduate), in a listed or related field.
- Extensive experience applying deep learning to time-series forecasting and data analysis.
- Proficiency in Python and experience working in large codebases.
- Strong communication and collaboration skills; familiarity with state-of-the-art deep learning models.
Nice to have
- Proficiency in C++; background in autonomous vehicle prediction, planning, and control.
- Understanding of vehicle dynamics modeling and experience with autonomous vehicle or robotics simulation.
Pay
USD 130,000–200,000 per year (base salary)
Tools
Python, C++
AI focus
Applies deep learning and data analysis to create and update vehicle simulation models for autonomous trucks.
Model-written summary · the original posting is authoritative