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Sr. Machine Learning Engineer, Planning

Posted 2024-10-21

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💎 Seniority level: Senior, 3+ years

📍 Location: US

💸 Salary: 177300 - 212800 USD per year

🔍 Industry: Autonomous driving technology

🏢 Company: Torc Robotics

🗣️ Languages: English

⏳ Experience: 3+ years

🪄 Skills: LeadershipPythonSoftware DevelopmentArtificial IntelligenceData AnalysisData MiningMachine LearningNumpyPyTorchCross-functional Team LeadershipAlgorithmsData analysisData miningData scienceGoPandasTensorflowCommunication SkillsAnalytical SkillsCollaborationDocumentation

Requirements:
  • Master’s degree in computer science, computer engineering, or engineering equivalent.
  • 3+ years of relevant experience.
  • Deep understanding of machine learning frameworks like TensorFlow or PyTorch.
  • Experience in machine learning or related fields in a production environment.
  • Hands-on experience with learning-based prediction, planning, and control.
  • Knowledge in autonomous driving systems, sensor fusion, and perception is a plus.
  • Excellent communication, problem-solving, time management, and organizational skills.
  • Commitment to continuous technical education and training.
Responsibilities:
  • Design, develop, optimize, and deploy machine learning models for trajectory planning in autonomous trucks.
  • Collaborate with machine learning teams and Vehicle Intent Department for time-series forecasting.
  • Participate in the software lifecycle from requirements defining to deployment and maintenance.
  • Contribute to research and improvement of machine learning models.
  • Collaborate with data scientists and engineers to enhance model efficacy.
  • Ensure software quality through robust and efficient development.
  • Maintain thorough documentation of models and code.
  • Mentor junior team members.
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