Tesla
Data Engineer & Analytics, Self-Driving
Tesla, Palo Alto, California, United States, 94306
The Self-Driving Data and Analytics team is responsible for mining fleet data from millions of Tesla cars to improve our neural networks and creating real-time analytics to measure Self-Driving performance. This is a very high-impact role that helps the team set overall goals and priorities, but also contributes directly to those goals by sourcing high volume and high-quality data.
Responsibilities
Write fleet queries and Python scripts to source new datasetsCreate metrics to analyze performance of Self-Driving and specific driving eventsVisualize data and metrics using tools like Grafana (custom JavaScript is a plus)Create Spark jobs to support data pipelines with appropriate alerting to monitor infrastructure healthManage inflow rate and volume of fleet dataIterate with AI engineering partners on effectiveness of new datasetsBuild automation and tools to make these workflows maximally efficientRequirements
Bachelor's Degree in Computer Science, Engineering, Physics, Math or proof of exeptional skills in related fieldExperience with Python (Pandas, NumPy) and SQL (PostgreSQL), MATLAB, RExperience with Spark, Caspian, JavaScript, Grafana, and/or OpenSearch is a plusAbility to thrive in a rapidly changing environment with high ambiguity; self-starter mentalityCompensation and BenefitsBenefits
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 deductionFamily-building, fertility, adoption and surrogacy benefitsDental (including orthodontic coverage) and vision plans, both have options with a $0 paycheck contributionCompany Paid (Health Savings Account) HSA Contribution when enrolled in the High Deductible Aetna medical plan with HSAHealthcare and Dependent Care Flexible Spending Accounts (FSA)LGBTQ+ care concierge services401(k) with employer match, Employee Stock Purchase Plans, and other financial benefitsCompany paid Basic Life, AD&D, short-term and long-term disability insuranceEmployee Assistance ProgramSick and Vacation time (Flex time for salary positions), and Paid HolidaysBack-up childcare and parenting support resourcesVoluntary benefits to include: critical illness, hospital indemnity, accident insurance, theft & legal services, and pet insuranceWeight Loss and Tobacco Cessation ProgramsTesla Babies programCommuter benefitsEmployee discounts and perks programExpected Compensation
$120,000 - $300,000/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.
Responsibilities
Write fleet queries and Python scripts to source new datasetsCreate metrics to analyze performance of Self-Driving and specific driving eventsVisualize data and metrics using tools like Grafana (custom JavaScript is a plus)Create Spark jobs to support data pipelines with appropriate alerting to monitor infrastructure healthManage inflow rate and volume of fleet dataIterate with AI engineering partners on effectiveness of new datasetsBuild automation and tools to make these workflows maximally efficientRequirements
Bachelor's Degree in Computer Science, Engineering, Physics, Math or proof of exeptional skills in related fieldExperience with Python (Pandas, NumPy) and SQL (PostgreSQL), MATLAB, RExperience with Spark, Caspian, JavaScript, Grafana, and/or OpenSearch is a plusAbility to thrive in a rapidly changing environment with high ambiguity; self-starter mentalityCompensation and BenefitsBenefits
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 deductionFamily-building, fertility, adoption and surrogacy benefitsDental (including orthodontic coverage) and vision plans, both have options with a $0 paycheck contributionCompany Paid (Health Savings Account) HSA Contribution when enrolled in the High Deductible Aetna medical plan with HSAHealthcare and Dependent Care Flexible Spending Accounts (FSA)LGBTQ+ care concierge services401(k) with employer match, Employee Stock Purchase Plans, and other financial benefitsCompany paid Basic Life, AD&D, short-term and long-term disability insuranceEmployee Assistance ProgramSick and Vacation time (Flex time for salary positions), and Paid HolidaysBack-up childcare and parenting support resourcesVoluntary benefits to include: critical illness, hospital indemnity, accident insurance, theft & legal services, and pet insuranceWeight Loss and Tobacco Cessation ProgramsTesla Babies programCommuter benefitsEmployee discounts and perks programExpected Compensation
$120,000 - $300,000/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.