AI Infrastructure Engineer, Model Optimization & Deployment, Optimus

Description:
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.

Responsibilities:
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

Requirements:
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

Compensation & Benefits:
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 + benefitsPay 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.