ApplySr. Machine Learning Engineer, Planning
Posted 3 months agoViewed
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💎 Seniority level: Senior, 3+ years
📍 Location: US
💸 Salary: 177300 - 212800 USD per year
🔍 Industry: Autonomous driving technology
🏢 Company: Torc Robotics👥 501-1000RoboticsAutonomous VehiclesSoftware
🗣️ Languages: English
⏳ Experience: 3+ years
🪄 Skills: LeadershipPythonSoftware DevelopmentArtificial IntelligenceData AnalysisData MiningMachine LearningNumpyPyTorchCross-functional Team LeadershipAlgorithmsData 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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