Job Location: Palo Alto, CA
Job Detail:
The Role
What to Expect
You will be part of a team of developers and deep learning experts working to design, implement, maintain, and operate systems for dataset generation, data exploration, and other supporting applications necessary to advance the state of the art in perception for autonomous driving.
Responsibilities
What You’ll Do
- Design and implement large-scale data processing pipelines that handle petabytes of autonomous vehicle data including images, videos, depth arrays, and human labels.
- Support the training of neural networks by performing tasks such as optimizing code & data formats for faster dataloading, orchestrating data auto-labeling jobs, etc.
- Building tools to visualize and summarize the statistics of training data to support efforts to root-cause poor label quality and improve the training procedure of our neural networks.
Requirements
What You’ll Bring
- Strong experience with Python and software engineering best practices.
- Experience in system-level software and resource utilization, parallelism and Python multiprocessing, and being able to debug problems across the stack.
- Experience working with the underlying storage formats for various kinds of data (e.g. images, videos, depth arrays, human labels, etc).
- Familiarity with python libraries such as numpy, scipy, matplotlib, scikit-learn.
- (bonus) Understanding of machine learning concepts and experience working with deep learning training frameworks, ideally PyTorch.
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)
- LGBTQ+ care concierge services
- 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
$116,000 – $360,000/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.
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