Data Engineer, Fleet Analytics, Cell Quality & Field Reliability

What You'll Do

• Perform extensive data study on all field failures and correlation studies with upstream cell manufacturing process.
• Create test models to ensure proper detection and outlier rejection criteria for field rejects.
• Identify trends from field return data and quantify reliability risks for diagnostics of key critical signals/metrics and potential deviation from cell/firmware specifications.
• Analyze Field Reliability/Quality data for cell related failures and failure modes to predict expected failure rates, affected populations, verify effectiveness of the corrective actions at Tesla and at suppliers.
• Build scalable and reliable pipelines to deploy, test and monitor performance metrics of models in a production environment.
• Produce cogent and intelligible data visualizations, author technical presentations and summarize high-impact technical findings into strategic insights for engineering and leadership.

What You'll Bring

• Bachelor's Degree in Data Science, Data Analytics, Computer Science, Information Systems, Software Engineering or equivalent experience.
• Experience with multiple data architecture paradigms (e.g. MySQL, Microsoft SQL, MongoDB, Kafka, Hadoop, Hbase, Spark).
• Knowledge of ETL orchestration tools like Airflow and data visualization platforms like Tableau, Power BI.
• Proficiency in Python for time series analysis and applied statistics (inference, anomaly detection etc.).
• Experience with model training frameworks and modern machine learning concepts, integration and workflows to introduce accurate models to a production environment.
• Excellent verbal and written communication skills to translate complex data solutions into business impact.
• Strong follow-through and organizational discipline, able to track multiple projects and drive them to resolution.

Benefits

• Competitive pay, as a full-time Tesla employee, you are eligible for the following benefits at day 1 of hire:
• Medical plans > plan options with $0 payroll deduction
• Fertility, adoption and surrogacy benefits
• Dental (including orthodontic coverage) and vision plans, both have options with a $0 paycheck contribution
• Company Paid (Health Savings Accounts) HSA Contribution when enrolled in the High-Deductible medical plan with HSA
• Healthcare and Dependent Care Flexible Spending Accounts (FSA)
• 401(k) with employer match, Employee Stock Purchase Plans, and other financial benefits
• Employee Assistance Program
• Sick and Vacation time (Flex time for salary positions, Accrued hours for Hourly 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

$120,000 - $180,000/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.