Software Engineer, Full stack Machine Learning Platform, Manufacturing Quality

What You'll Do

• Design, develop, and maintain Tesla's internal Machine Learning (ML) platforms, incorporating features for model tracking (e.g., experiment logging and lineage), model version control systems, and LLM evaluation frameworks to assess accuracy, bias, and efficiency
• Architect new systems, databases, and integrations tailored to ML workflows, including real-time monitoring of development and production model performance metrics (e.g., drift detection, latency, and inference accuracy)
• Integrate with back-end APIs, iterating on payloads and responses in collaboration with back-end developers, while incorporating tools for tracking parameter tuning versions and A/B testing performance to compare model variants
• Develop interactive front ends using React for visualization, configuration, execution, and monitoring of ML models, including dashboards for real-time performance insights, evaluation results, and experiment comparisons
• Write elegant, reliable, and scalable Python/Go APIs using REST/gRPC standards to interact with ML systems, databases, and evaluation frameworks
• Design and develop real-time software systems using Kafka for streaming data pipelines that support model monitoring, A/B testing, and performance tracking
• Collaborate with machine learning engineers to deploy interactive ML solutions to production through rapid iteration, ensuring robust evaluation, monitoring mechanisms, and best software engineering practices like code reviews and design documentation

What You'll Bring

• Bachelor's Degree in Computer Science, Information Technology, or a related field, or equivalent experience
• Expert knowledge and experience in writing Python/Go APIs with REST/gRPC standard
• Strong attention to details and diligent in unit testing and integration testing practices
• Experience with SQL and NOSQL database and good knowledge in query optimization, such as MySQL, MicrosoftSQL, MongoDB, Elasticsearch, Kafka
• Experience with web technologies and web frameworks (React)

Benefits

• Competitive pay
• Medical plans
• Family-building, fertility, adoption and surrogacy benefits
• Dental (including orthodontic coverage) and vision plans
• Company Paid (Health Savings Accounts) HSA Contribution
• Flexible Spending Accounts (FSA)
• 401(k) with employer match
• Employee Stock Purchase Plans
• Other financial benefits
• Basic Life, AD&D Short-term and long-term disability insurance
• Employee Assistance Program
• Sick and Vacation time
• 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

$140,000 - $252,000/annual salary + cash and stock awards + benefits