Job Description

Locations

• Palo Alto, California, United States

Salary

Skills Required

• Pythonintermediate
• major deep learning frameworkintermediate
• software engineering best practicesintermediate
• deep learning modern architecturesintermediate
• optimizationintermediate
• model alignmentintermediate
• deploying production ML modelsintermediate
• self-drivingintermediate
• roboticsintermediate
• natural language processingintermediate
• C++intermediate
• integrate with vehicle firmwareintermediate
• generative modelingintermediate
• imitation learningintermediate
• reinforcement learningintermediate
• data generationintermediate
• fleet data collectionintermediate

Required Qualifications

• Strong experience with Python, any major deep learning framework, and software engineering best practices (experience)
• An "under the hood" knowledge of deep learning modern architectures, optimization, model alignment, etc. (experience)
• Proven expertise in deploying production ML models for self-driving, robotics, or natural language processing at scale (experience)
• Comfort with C++ to help integrate with vehicle firmware and take projects from ideas to shipped products (experience)

Responsibilities

• Leverage millions of miles of driving data and interventions to build a robust and scalable end-to-end learning based self-driving system
• Use cutting-edge techniques from generative modeling, imitation learning, and reinforcement learning to improve the planning and reasoning capabilities of our driving models
• Experiment with data generation and fleet data collection approaches to enhance the diversity and quality of training data
• Integrate directly with vehicle firmware and ship production quality, safety-critical software to the entirety of Tesla's vehicle fleet

Benefits

• general: Aetna PPO and HSA plans > 2 medical plan options with $0 payroll deduction
• general: Family-building, fertility, adoption and surrogacy benefits
• general: Dental (including orthodontic coverage) and vision plans, both have options with a $0 paycheck contribution
• general: Company Paid (Health Savings Account) HSA Contribution when enrolled in the High Deductible Aetna medical plan with HSA
• general: Healthcare and Dependent Care Flexible Spending Accounts (FSA)
• general: 401(k) with employer match, Employee Stock Purchase Plans, and other financial benefits
• general: Company paid Basic Life, AD&D, short-term and long-term disability insurance
• general: Employee Assistance Program
• general: Sick and Vacation time (Flex time for salary positions), and Paid Holidays
• general: Back-up childcare and parenting support resources
• general: Voluntary benefits to include: critical illness, hospital indemnity, accident insurance, theft & legal services, and pet insurance
• general: Weight Loss and Tobacco Cessation Programs
• general: Tesla Babies program
• general: Commuter benefits
• general: Employee discounts and perks program

Tags & Categories