Senior Machine Learning Engineer, Simulation
Key Skills for This Role
Full Job Posting
Responsibilities:
- Develop accurate, scalable vehicle dynamics models from collected road test data, leveraging deep learning and advanced data analysis techniques.
- Conduct in-depth analysis of road test data to identify trends, anomalies, and key performance indicators to enhance model accuracy.
- Integrate the data-driven models into simulation pipelines with seamless compatibility.
- Design and implement an automated modeling pipeline for periodic model training, evaluation, and updates.
- Collaborate with cross-disciplinary teams to reproduce and resolve issues encountered during real-world road tests.
- Ensure that technical work meets customer requirements, regulatory standards, and company quality policies.
- Ensure that your work is performed in accordance with the company’s Quality Management System (QMS) requirements and contribute to continuous improvement efforts.
Required Skills:
MS (with 3+ years of relevant experience) or PhD new grad in mechanical, electrical, aerospace engineering, physics, computer science, or a related field.
Extensive experience applying deep learning techniques to time series forecasting and data analysis.
Proficient in Python with experience working in large codebases.
Excellent communication skills and the ability to collaborate effectively in a team setting.
Familiarity with state-of-the-art deep learning models and their applications.
Ensure that technical work meets customer requirements, regulatory standards, and company quality policies.
Preferred Skills
Proficient in C++
Background in autonomous vehicle prediction, planning, and control
Strong understanding of conventional vehicle dynamics modeling
Experience with autonomous vehicle or robotics simulation and related concepts
About Plus-2
Private Physical AI company developing virtual driver software for factory-built autonomous trucks.
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