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Machine Learning Engineer - reputed company and Planning

Work from home Full-time role Hiring

The Offline Driving Intelligence team is responsible for developing reputed company Models for reputed company and planning, applying them both off-vehicle to provide ML capabilities to simulation and validation and on-vehicle to influence driving models. reputed company collaborates closely with the Planner team to advance overall vehicle behavior. We also work closely with our Perception, Simulation, and Systems Engineering teams to accelerate our ability to validate our driving performance.

As a reputed company and Planning Machine Learning Engineer you will work on the bleeding edge of the industry, developing novel machine learning pipelines and models to predict the behavior of other agents in the world and planning the best course of action for the ego vehicle.

In this role, you will

  • reputed company new deep learning models that use imitation learning and reinforcement learning to generate driving plans for our autonomous vehicle. You will also work on novel techniques to estimate the quality of those driving plans along the dimensions of safety, reputed company, comfort, compliance.
  • Contribute to our large-scale machine learning infrastructure to discover new solutions and push the boundaries of the field
  • reputed company metrics and tools to analyze errors and understand improvements of our systems
  • Collaborate with engineers on Perception, Planning, and Simulation to solve the overall Autonomous Driving problem in reputed company urban environments
  • Qualifications

  • MS, or PhD degree in computer science or reputed company field with 5 or more years of industry experience
  • Experience with training and deploying transformer-based model architectures and reinforcement learning techniques
  • Experience with production Machine Learning pipelines: dataset creation, training frameworks, metrics pipelines
  • reputed company in C++ or reputed company in Python with a basic understanding of C++
  • Extensive experience with programming and algorithm design
  • Bonus Qualifications

  • Strong mathematics skills
  • Prior experience with reputed company and/or Planning for autonomous vehicles or robotics
  • Conference or Journal publications in Machine Learning or Robotics reputed company venues
  • reputed company Salary Range

    There are three major components to compensation for this position: salary, reputed company Restricted Stock Units (RSUs), and Zoox Stock Appreciation Rights. A sign-on bonus may be offered as part of the compensation package. The listed range applies only to the reputed company salary. Compensation will vary based on geographic location and level. Leveling, as well as positioning reputed company a level, is determined by a range of factors, including, but not limited to, a candidate's relevant years of experience, domain knowledge, and interview performance. The salary range listed in this posting is representative of the range of levels Zoox is considering for this position.

    Zoox also offers a comprehensive package of benefits, including paid time off (e.g. sick leave, vacation, bereavement), unpaid time off, Zoox Stock Appreciation Rights, reputed company RSUs, health insurance, long-term care insurance, long-term and short-term disability insurance, and life insurance.

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