What to Expect Tesla is on a path to build humanoid robots at scale to automate repetitive and boring tasks. The goal of our Machine Learning team is to build and demonstrate a general robot learning system that can leverage AI to perform complex physical tasks, ranging from full body locomotion, and precise manipulation This specific role will do hands-on data analysis for Optimus's Machine Learning team, as well as build data pipelines, tools and applications to automate those analysis. This is a unique opportunity to work on state-of-the-art algorithms for object manipulation culminating in their deployment to real world production applications.
What You'll Do
Write fleet queries and Python scripts to source new datasets
Analyze distributions of various components of robot data to spot anomalies.
Write scripts to sanitize data, based on heuristics or learned models.
Develop innovative methods for data acquisition, clustering, and cleaning
Build robust metrics to track model improvements across different dataset mixtures
Write alerts to flag anomalies during data collection
What You'll Bring
Experience in building large models and large datasets
Experience with Python (Pandas, NumPy) and SQL (PostgreSQL), MATLAB, R
Proficiency in deep learning frameworks such as PyTorch, TensorFlow, or JAX
Strong problem-solving skills and ability to work effectively in cross-functional teams
Strong work ethics and willingness to take on multiple roles
Compensation and Benefits Benefits
Along with competitive pay, as a full-time Tesla employee, you are eligible for the following benefits at day 1 of hire :
2 medical plan options with $0 payroll deduction
Expected Compensation $140,000 - $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.
Deep Learning Engineer • Palo Alto, CA, United States