Technical Data Manager, Data Curation, Self-Driving
Description For Technical Data Manager, Data Curation, Self-Driving
Tesla's Data Curation team is at the forefront of developing Full Self-Driving (FSD) technology, focusing on building crucial datasets for neural network training. This role as Technical Data Manager offers a unique opportunity to directly impact the future of autonomous driving technology. You'll be responsible for creating and managing large-scale datasets that power Tesla's self-driving AI systems, working with cutting-edge technology and collaborating with various teams including AI Engineering and Test teams.
The position combines technical expertise in data science with project management skills, requiring proficiency in Python, SQL, and various data analysis tools. You'll be involved in the entire data lifecycle - from collection planning to quality verification and implementation testing. The role offers exposure to real-world autonomous vehicle development and the chance to work with Tesla's vast fleet data.
This is an ideal opportunity for someone passionate about autonomous driving technology and data science, offering competitive compensation ($112,000-$276,000) plus stock awards and comprehensive benefits. The role provides a perfect blend of technical challenges and leadership opportunities, allowing you to contribute to one of the most advanced autonomous driving programs while working with state-of-the-art technology and talented teams.
The position is based in Palo Alto, California, at Tesla's facility, where you'll have the opportunity to work on-site with advanced self-driving technology and conduct in-vehicle testing. This role is perfect for someone who thrives in a fast-paced environment and wants to be at the forefront of autonomous vehicle development.
Responsibilities For Technical Data Manager, Data Curation, Self-Driving
- Build large, clean, diverse and aligned datasets to improve self-driving tasks
- Design methods to collect data from engineering resources and customer fleet
- Create training materials for Data Collection teams
- Train personnel on designed methods/procedures
- Develop auditing and filtering methods for data quality verification
- Coordinate development and testing of evaluations
- Maintain feedback loop with Data Collection, AI Engineering and Test teams
- Write data queries to mine fleet data
- Conduct in-vehicle testing
- Generate reports on issues, blockers, progress and next steps
Requirements For Technical Data Manager, Data Curation, Self-Driving
- Bachelor's Degree in Computer Science, Engineering, Physics, or Math
- Ability to thrive in rapidly changing environment with high ambiguity
- Familiarity with Python, Pandas, NumPy, SQL, Git, Grafana, & ElasticSearch
- Understanding of machine learning and self-driving fundamentals
- Excellent work ethic, communication, attention to detail and collaboration skills
Benefits For Technical Data Manager, Data Curation, Self-Driving
- Aetna PPO and HSA plans with $0 payroll deduction
- Family-building, fertility, adoption and surrogacy benefits
- Dental and vision plans with $0 paycheck contribution
- Company Paid HSA Contribution
- Healthcare and Dependent Care Flexible Spending Accounts
- 401(k) with employer match
- Employee Stock Purchase Plans
- Company paid Basic Life, AD&D, short-term and long-term disability insurance
- Employee Assistance Program
- Sick and Vacation time
- Back-up childcare and parenting support resources
- Commuter benefits
- Employee discounts and perks program
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