Tesla · 1 day ago
Sr. Machine Learning Engineer, Cell Manufacturing
Austin, TX
Full-time
Onsite
Mid, Senior Level
4+ years expTesla is re-thinking how batteries are made from the ground up. As part of the Global Cell Manufacturing Analytics team, you will drive analytics of critical and complex questions around process integration and overall factory optimization.
AutomotiveElectric VehicleEnergyManufacturingRenewable EnergyTransportation
Responsibilities
Design, build, and optimize ML models for Tesla cell manufacturing challenges such as predictive maintenance, defect detection via vision systems, and process improvements to boost yield and efficiency
Apply learning techniques (supervised, unsupervised, reinforcement) with exploratory data analysis and feature engineering to extract actionable insights from datasets like images, time-series, and sensor data
Build and maintain scalable data pipelines for real-time processing of high-volume production data, supporting ML inference and analytics needs
Develop validation, testing, and monitoring frameworks to ensure model reliability and enable retraining in dynamic factory environments
Deploy models into production with containerization and API integration while creating visualizations/dashboards and handling data requests for stakeholders
Collaborate with cross-functional teams in engineering, quality, and materials science to define problems, refine solutions, and integrate ML tools for measurable, sustainable impact
Qualification
Required
Degree in quantitative discipline (e.g., Machine learning, Statistics, Computer Science, Mathematics, Mechanical/Electrical/Chemical/Industrial Engineering) or equivalent experience
4+ years industrial experience preferred (manufacturing, semiconductor, automobiles, pharmaceuticals, engineering, etc.)
Hands-on experience building and deploying ML models using frameworks like PyTorch, TensorFlow, scikit-learn, NumPy, XGBoost, and OpenCV
Knowledge of the full ML lifecycle, including development, tuning, validation, deployment, monitoring, and analytics integration
Expertise in data pipelines and orchestration (e.g., Airflow, Kubeflow), with strong skills in Python, SQL, and distributed systems (e.g., Spark, ClickHouse) for industrial data handling
Experience with Git or other source control software
Ability to analyze diverse data types (e.g., images, time-series) and apply big data tools for real-time processing and insight generation
Proficiency in statistical analysis and visualization (e.g., Grafana) to communicate findings clearly to technical and non-technical audiences
Strong communication and collaboration skills, with adaptability to fast-paced, cross-functional environments
Preferred
Experience with edge computing, Docker, or manufacturing process development or controls in battery/EV production
Benefits
Medical plans > plan options with $0 payroll deduction
Family-building, 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
Company paid Basic Life, AD&D
Short-term and long-term disability insurance (90 day waiting period)
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
Company
Tesla
Tesla is an electric vehicle and clean energy company that provides electric cars, solar, and renewable energy solutions.
10001+ employees
H1B Sponsorship
Tesla has a track record of offering H1B sponsorships. Please note that this does not
guarantee sponsorship for this specific role. Below presents additional info for your
reference. (Data Powered by US Department of Labor)
Distribution of Different Job Fields Receiving Sponsorship
Represents job field similar to this job
Trends of Total Sponsorships
2025 (2796)
2024 (2113)
2023 (1304)
2022 (1227)
2021 (1102)
2020 (723)
Funding
Current Stage
Public CompanyTotal Funding
$20.12BKey Investors
Societe GeneraleEuropean UnionPennDOT
2024-10-05Post Ipo Debt· $783M
2023-09-13Grant· $159.6M
2023-08-15Grant· $0.23M
Leadership Team
Vaibhav Taneja
Chief Financial Officer
Tom Zhu
SVP of Automotive
Recent News
2026-01-08
2026-01-08
2026-01-08
Company data provided by crunchbase