Senior Machine Learning Engineer, Simulation

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    "region": "CA",
    "country": "United States",
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  "lists": [
    {
      "text": "Responsibilities:",
      "content": "\n<li>Develop accurate, scalable vehicle dynamics models from collected road test data, leveraging deep learning and advanced data analysis techniques.</li>\n<li>Conduct in-depth analysis of road test data to identify trends, anomalies, and key performance indicators to enhance model accuracy.</li>\n<li>Integrate the data-driven models into simulation pipelines with seamless compatibility.</li>\n<li>Design and implement an automated modeling pipeline for periodic model training, evaluation, and updates.</li>\n<li>Collaborate with cross-disciplinary teams to reproduce and resolve issues encountered during real-world road tests.</li>\n<li>Ensure that technical work meets customer requirements, regulatory standards, and company quality policies.</li>\n<li>Ensure that your work is performed in accordance with the company’s Quality Management System (QMS) requirements and contribute to continuous improvement efforts.</li>\n"
    },
    {
      "text": "Required Skills:",
      "content": "\n<li>MS (with 3+ years of relevant experience) or PhD new grad in mechanical, electrical, aerospace engineering, physics, computer science, or a related field.</li>\n<li>Extensive experience applying deep learning techniques to time series forecasting and data analysis.</li>\n<li>Proficient in Python with experience working in large codebases.</li>\n<li>Excellent communication skills and the ability to collaborate effectively in a team setting.</li>\n<li>Familiarity with state-of-the-art deep learning models and their applications.</li>\n<li>Ensure that technical work meets customer requirements, regulatory standards, and company quality policies.</li>\n"
    },
    {
      "text": "Preferred Skills",
      "content": "\n<li>Proficient in C++</li>\n<li>Background in autonomous vehicle prediction, planning, and control</li>\n<li>Strong understanding of conventional vehicle dynamics modeling</li>\n<li>Experience with autonomous vehicle or robotics simulation and related concepts</li>\n\n<div>&nbsp;</div>"
    }
  ],
  "country": "US",
  "createdAt": 1732729772744,
  "updatedAt": null,
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    "team": "Simulation",
    "location": "Santa Clara, CA",
    "commitment": "Full-time",
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