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Software Engineer, ML Inference Compiler & Deployment, AI Accelerator

Tesla

Palo Alto (CA)

On-site

USD 132,000 - 390,000

Full time

21 days ago

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Job summary

A leading company is seeking a Software Engineer specializing in ML Inference Compiler & Deployment for its advanced AI platform. The role involves developing software for vehicle and robot AI systems, working with the latest compiler technologies, and contributing to groundbreaking projects that enhance the performance and capabilities of Tesla's systems. Candidates should be proficient in C/C++ and have a degree in relevant fields, along with a passion for cutting-edge technology.

Benefits

401(k) with employer match
Employee discounts and perks program
Healthcare and Dependent Care Flexible Spending Accounts
Family-building and fertility benefits
Dental and vision plans with $0 contribution

Qualifications

  • Experience with modern C/C++ (C++14/17/20) required.
  • Background in compilers with focus on middle and backend is vital.
  • Exceptional abilities in engineering are expected.

Responsibilities

  • Develop and maintain AI inference stack for Autopilot and Humanoid robot.
  • Collaboration with teams for efficient AI models execution.
  • Implement advanced compiler algorithms for performance enhancement.

Skills

C/C++ programming
Python proficiency
Compiler experience

Education

Degree in Engineering or Computer Science

Tools

MLIR
LLVM
TensorRT

Job description

Software Engineer, ML Inference Compiler & Deployment, AI Accelerator

Join to apply for the Software Engineer, ML Inference Compiler & Deployment, AI Accelerator role at Tesla

Software Engineer, ML Inference Compiler & Deployment, AI Accelerator

Join to apply for the Software Engineer, ML Inference Compiler & Deployment, AI Accelerator role at Tesla

What To Expect
As a Software Engineer within our Autonomy teams, you will contribute to one of the most advanced and widely deployed AI Platforms in the world for Autopilot and our Humanoid Robot, Optimus.

In this role, you will be responsible for the internal working of the AI inference stack and compiler running neural networks in millions of Tesla vehicles and Optimus. You will collaborate closely with the AI Engineers and Hardware Engineers to understand the full inference stack and design the compiler to extract the maximum performance out of our hardware.

The inference stack development is purpose-driven: deployment and analysis of production models inform the team's direction, and the team's work immediately impacts performance and the ability to deploy more and more complex models. With a cutting-edge co-designed MLIR compiler and runtime architecture, and full control of the hardware, the compiler has access to traditionally unavailable features, that can be leveraged via novel compilation approaches to generate higher performance models.

What You'll Do

  • Write, debug and maintain robust software for Autopilot and Humanoid robot AI inference (Export / Compiler / Runtime) stack
  • Work with AI/runtime/OS/driver teams to enable efficient compilation and execution of the AI Models
  • Bring up compiler backends for future versions of Tesla HW accelerators
  • Focus on advanced compiler algorithms (heterogeneous scheduling, accelerator instruction scheduling, memory placement, etc.)
  • Keep up-to-date and collaborate with ML/compiler community to keep the stack compatible with latest developments


  • What You'll Bring

  • Proficient C/C++ programming C/C++ including modern C/C++ (C++14/17/20)
  • Basic Python proficiency
  • Prior experience working with compilers, with a focus on middle and backend. Experience with ML compilers and frameworks is a plus. (e.g. MLIR, XLA, TensorRT, LLVM, JAX, TVM)
  • Degree in Engineering, Computer Science, or equivalent in experience and evidence of exceptional ability


  • 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:
  • Aetna PPO and HSA plans > 2 medical 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 Account) HSA Contribution when enrolled in the High Deductible Aetna 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
  • Employee Assistance Program
  • Sick and Vacation time (Flex time for salary 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

    $132,000 - $390,000/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

    Seniority level
    • Seniority level
      Entry level
    Employment type
    • Employment type
      Full-time
    Job function
    • Job function
      Engineering and Information Technology
    • Industries
      Motor Vehicle Manufacturing, Renewable Energy Semiconductor Manufacturing, and Utilities

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