Technical Data Manager, Data Curation, Self-Driving
Description For Technical Data Manager, Data Curation, Self-Driving
Tesla's Data Curation team is seeking a Technical Data Manager to play a crucial role in advancing their Full Self-Driving (FSD) technology. This position sits at the intersection of data science and autonomous driving, where you'll be responsible for building and maintaining the datasets that power Tesla's neural networks. The role offers a unique opportunity to directly impact the future of autonomous driving by ensuring the quality and effectiveness of training data.
The position combines technical expertise with leadership responsibilities, requiring skills in Python, data analysis, and machine learning fundamentals. You'll work with various teams, from AI Engineering to Data Collection, ensuring that data collection strategies align with the company's self-driving goals. The role involves both technical work with data queries and hands-on vehicle testing, making it ideal for someone who enjoys diverse responsibilities.
Tesla offers a comprehensive benefits package including competitive salary, equity opportunities, and extensive health coverage. The company's mission to accelerate the world's transition to sustainable energy makes this an exciting opportunity for someone passionate about contributing to revolutionary technology. The role requires a blend of technical expertise, leadership skills, and the ability to thrive in a fast-paced, ambitious environment.
Working at Tesla means being at the forefront of AI and autonomous vehicle technology, with the chance to solve complex problems that will shape the future of transportation. The position offers significant growth potential and the opportunity to work with cutting-edge technology while making a meaningful impact on Tesla's self-driving capabilities.
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, or proof of exceptional skills
- 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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