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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.
Job Responsibility:
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
Requirements:
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.
Nice to have:
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
What we offer:
Work, learn and grow in a highly future-oriented, innovative and dynamic field
Wide range of opportunities for personal and professional development
Catered free lunch, unlimited snacks and beverages
Highly competitive salary and benefits package, including 401(k) plan
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