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AI Infrastructure Engineer, Model Optimization & Deployment, Optimus

Tesla

AI Infrastructure Engineer, Model Optimization & Deployment, Optimus

Tesla

Palo Alto, California

·

On-site

·

Full-time

·

Today

필수 스킬

Python

AWS

Docker

Kubernetes

PyTorch

GCP

Azure

What To Expect
Tesla AI is solving robust, real-world AI through humanoid robots. As a Software Engineer for the Optimus team, you will build the tools and infrastructure to make and measure improvements to neural network architecture, visualize data, assist with exporting and deploying neural networks to Tesla’s neural network chip with real-time latency constraints on Optimus, and evaluate experimental results. You will help us automate the entire workflows of training, validation, and production of Optimus. Most importantly, you will see your work repeatedly shipped to and utilized by thousands of Humanoid Robots in real world applications.

What You'll Do

  • Optimize ML models for latency, memory usage, and inference speed
  • Quantize, prune, and convert models (e.g., to ONNX, TensorRT, TFLite) for deployment on various platforms (cloud, edge, mobile)
  • Benchmark and profile model performance across different environments
  • Package and deploy models as REST APIs, batch jobs, or streaming services using tools like FastAPI, Flask, or gRPC
  • Implement CI/CD pipelines for automated testing and deployment of ML models
  • Ensure scalability and reliability of ML services in production environments


  • What You'll Bring

  • Strong proficiency in Python and PyTorch
  • Experience with model optimization tools (e.g., ONNX, TensorRT, TFLite, TVM)
  • Experience with model inference optimization and quantization
  • Solid understanding of containerization and orchestration (Docker, Kubernetes)
  • Familiarity with cloud platforms (AWS, GCP, Azure) and serverless deployments
  • Strong grasp of software engineering principles and CI/CD pipelines
  • Experience deploying models to edge devices or mobile platforms
  • Knowledge of data serialization formats (e.g., protobuf, Avro)
  • Exposure to observability tools (e.g., Prometheus, Grafana) for ML monitoring


  • 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

    0

    총 지원 클릭 수

    0

    모의 지원자 수

    0

    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

    Junior/L3 · Associate Analyst

    2개 리포트

    $94,875

    총 연봉

    기본급

    $82,500

    주식

    -

    보너스

    -

    $92,000

    $97,750

    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