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채용Tesla

Reinforcement Learning Engineer, Whole Body Controls, Optimus

Tesla

Reinforcement Learning Engineer, Whole Body Controls, Optimus

Tesla

Palo Alto, California

·

On-site

·

Full-time

·

Today

필수 스킬

Python

PyTorch

Machine Learning

What To Expect
Tesla AI is solving robust embodied intelligence through humanoid robots. You will work on cutting-edge policy learning algorithms that allow the robot to walk, dance, balance, and recover from disturbances in real-world settings. Most importantly, the motion policies that you deploy will be repeatedly shipped and utilized by thousands of humanoid robots in real-world applications.

What You'll Do

  • Develop end-to-end reinforcement-learning policies for whole-body movements
  • Design observations, actions, and rewards based on first principles and deep physics understanding
  • Develop techniques to improve sim2real transfer, including classical modeling techniques
  • Evaluate policies both in simulation and on hardware
  • Ship production-quality policies to a fleet of bots


  • What You'll Bring

  • Experience writing production-quality python (including numpy and pytorch)
  • Solid understanding of robotics fundamentals, including geometry, linear algebra, kinematics, dynamics, probability, and statistics
  • Familiarity with Machine learning and Reinforcement Learning fundamentals OR strong background in optimization-based planning and control
  • Experience working with robotic systems, ideally on legged robotic systems with high degrees of freedom
  • Experience with sim2real techniques OR deep understanding of physics fundamentals
  • Experience implementing control strategies including impedance control, adaptive control, force control, MPC on hardware preferred


  • Benefits
    Compensation and Benefits
    Along with competitive pay, as a full-time Tesla employee, you are eligible for the following benefits at day 1 of hire:
  • Medical plans > plan options with $0 payroll deduction
  • Family-building, fertility, adoption and surrogacy benefits
  • Dental (including orthodontic coverage) and vision plans, both have options with a $0 paycheck contribution
  • Company Paid (Health Savings Accounts) HSA Contribution when enrolled in the High-Deductible medical plan with HSA
  • Healthcare and Dependent Care Flexible Spending Accounts (FSA)
  • 401(k) with employer match, Employee Stock Purchase Plans, and other financial benefits
  • Company paid Basic Life, AD&D
  • Short-term and long-term disability insurance (90 day waiting period)
  • Employee Assistance Program
  • Sick and Vacation time (Flex time for salary positions, Accrued hours for Hourly positions), and Paid Holidays
  • Back-up childcare and parenting support resources
  • Voluntary benefits to include: critical illness, hospital indemnity, accident insurance, theft & legal services, and pet insurance
  • Weight Loss and Tobacco Cessation Programs
  • Tesla Babies program
  • Commuter benefits
  • Employee discounts and perks program


  • Expected Compensation

    $176,000 - $420,000/annual salary + cash and stock awards + benefits

    Pay offered may vary depending on multiple individualized factors, including market location, job-related knowledge, skills, and experience. The total compensation package for this position may also include other elements dependent on the position offered. Details of participation in these benefit plans will be provided if an employee receives an offer of employment.

    , Tesla

    총 조회수

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    총 지원 클릭 수

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    모의 지원자 수

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    스크랩

    0

    Tesla 소개

    Tesla

    Tesla

    Public

    A financial leasing taxi company that provides vehicles to customers

    140,000+

    직원 수

    Ciudad De Panamá

    본사 위치

    $800B

    기업 가치

    리뷰

    3.8

    10개 리뷰

    워라밸

    2.2

    보상

    3.8

    문화

    3.5

    커리어

    4.1

    경영진

    2.8

    65%

    친구에게 추천

    장점

    Innovative projects and cutting-edge technology

    Great team and supportive colleagues

    Opportunities for growth and learning

    단점

    Long hours and poor work-life balance

    High pressure and tight deadlines

    Management issues and high expectations

    연봉 정보

    1,398개 데이터

    Junior/L3

    Mid/L4

    Senior/L5

    Junior/L3 · Data Annotation Specialist

    373개 리포트

    $49,465

    총 연봉

    기본급

    $49,465

    주식

    -

    보너스

    -

    $35,995

    $67,975

    면접 경험

    4개 면접

    난이도

    3.5

    / 5

    소요 기간

    14-28주

    경험

    긍정 0%

    보통 75%

    부정 25%

    면접 과정

    1

    Application Review

    2

    Recruiter Screen

    3

    Technical Phone Screen

    4

    Take-home Assignment

    5

    Panel Interview

    6

    Offer

    자주 나오는 질문

    Coding/Algorithm

    Technical Knowledge

    Behavioral/STAR

    System Design

    Machine Learning Concepts