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职位Tesla

AI Engineer, 3D Computer Vision, Self-Driving

Tesla

AI Engineer, 3D Computer Vision, Self-Driving

Tesla

Palo Alto, California

·

On-site

·

Full-time

·

Today

What To Expect
As a member of the Tesla AI Team, you will build systems for offline and online 3D reconstruction and scene understanding that are robust, accurate, and performant. You will work on a world class spatial computing platform deployed at scale.

What You'll Do

  • Leverage state of the art techniques for spatial computing (such as NeRFs, Diffusion Models, Gaussian Splatting, Multiview Stereo, TSDF Fusion, Structure from Motion, SLAM)
  • Improve mission critical perception systems that enhance customer comfort and safety for all Tesla cars on the road (driving autonomously or not).
  • Push the boundaries of real world AI
  • Strict adherence to strong software engineering practices to develop novel work quickly and safely


  • What You'll Bring

  • Experience with 3D computer vision and graphics concepts such as camera models, multi view geometry, and rendering pipelines
  • Domain expertise in an area of computer vision such as object detection & tracking, pose estimation, depth estimation, panoptic segmentation, 3D reconstruction, visual SLAM, structure from motion, neural rendering (e.g. NeRFs or gaussian splatting), novel view synthesis
  • Solid mathematical fundamentals including linear algebra, computational geometry, vector calculus, probability theory, and numeric optimization
  • Understanding of modern deep learning techniques (such as transformers, diffusion models, autoregressive models, multi-modal models, CNNs, etc.)
  • Experience in real time graphics or non-real time rendering is a plus
  • Exposure to sensor fusion, signal processing, computational photography, and robotics is a plus


  • 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

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    关于Tesla

    Tesla

    Tesla

    Public

    A financial leasing taxi company that provides vehicles to customers

    140,000+

    员工数

    Ciudad De Panamá

    总部位置

    $800B

    企业估值

    评价

    3.8

    10条评价

    工作生活平衡

    2.2

    薪酬

    3.8

    企业文化

    3.5

    职业发展

    4.1

    管理层

    2.8

    65%

    推荐给朋友

    优点

    Innovative projects and cutting-edge technology

    Great team and supportive colleagues

    Opportunities for growth and learning

    缺点

    Long hours and poor work-life balance

    High pressure and tight deadlines

    Management issues and high expectations

    薪资范围

    1,398个数据点

    Junior/L3

    Mid/L4

    Senior/L5

    Junior/L3 · Data Annotation Specialist

    373份报告

    $49,465

    年薪总额

    基本工资

    $49,465

    股票

    -

    奖金

    -

    $35,995

    $67,975

    面试经验

    4次面试

    难度

    3.5

    / 5

    时长

    14-28周

    体验

    正面 0%

    中性 75%

    负面 25%

    面试流程

    1

    Application Review

    2

    Recruiter Screen

    3

    Technical Phone Screen

    4

    Take-home Assignment

    5

    Panel Interview

    6

    Offer

    常见问题

    Coding/Algorithm

    Technical Knowledge

    Behavioral/STAR

    System Design

    Machine Learning Concepts