Senior Machine Learning Engineer, Simulation
AI summary of the role
Senior ML engineer role focused on building data-driven, high-fidelity vehicle dynamics models for autonomous truck simulation.
What you’ll do
- Develop accurate, scalable vehicle dynamics models from road test data using deep learning and data analysis
- Analyze road test data to identify trends, anomalies, and KPIs to improve model accuracy
- Integrate data-driven models into simulation pipelines
- Design and implement automated modeling pipeline for periodic training, evaluation, and updates
What you’ll bring
- MS with 3+ years relevant experience or PhD new grad in engineering, physics, CS, or related field
- Extensive experience applying deep learning to time series forecasting and data analysis
- Proficient in Python with experience in large codebases
- Familiarity with state-of-the-art deep learning models
Technologies
deep learning · Python · C++ · time series forecasting · vehicle dynamics · simulation · autonomous driving · robotics
About Plus AI
AI-powered Level 4 autonomous driving software (SuperDrive) for commercial long-haul trucks; integrated development platform (HyperFoundry) for OEM integration.
Growth
Source and classification
Internal deployment & tooling · Evidence for this classification:
PlusAI is a Physical AI company pioneering AI-based virtual driver software for factory-built autonomous trucks. Headquartered in Silicon Valley with operations in the United States and Europe, Plus was named by Fast Company as one of the World’s Most Innovative Companies. Partners including TRATON GROUP’s Scania, MAN, and International brands, Hyundai Motor Company, Iveco Group, Bosch, and DSV are working with Plus to accelerate the deployment of next-generation autonomous trucks. If you’re ready to make a huge impact and drive the future of autonomy, Plus is looking for talented individuals to join its fast-growing teams. We are seeking a Senior Machine Learning Engineer with expertise in deep learning and data analysis. In this role, you will apply data-driven techniques to develop high-fidelity, scalable vehicle simulation models tailored to various vehicle platforms. You will
More from the job description
PlusAI is a Physical AI company pioneering AI-based virtual driver software for factory-built autonomous trucks. Headquartered in Silicon Valley with operations in the United States and Europe, Plus was named by Fast Company as one of the World’s Most Innovative Companies. Partners including TRATON GROUP’s Scania, MAN, and International brands, Hyundai Motor Company, Iveco Group, Bosch, and DSV are working with Plus to accelerate the deployment of next-generation autonomous trucks. If you’re ready to make a huge impact and drive the future of autonomy, Plus is looking for talented individuals to join its fast-growing teams. We are seeking a Senior Machine Learning Engineer with expertise in deep learning and data analysis. In this role, you will apply data-driven techniques to develop high-fidelity, scalable vehicle simulation models tailored to various vehicle platforms. You will collaborate with cross-functional teams to advance autonomous driving technology and drive innovation in simulation and model development. 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 s [... source excerpt omitted ...] ng, 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 ana [... source excerpt omitted ...] lls 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 Your opportunities joining PlusAI Work, learn and grow in a highly future-oriented, innovative and dynamic field. Wide range of opportunities for personal and professional developme
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