Sr. Machine Learning Engineer, Cell ManufacturingTesla • Austin, Texas, United States
Dieses Stellenangebot ist nicht mehr verfügbar
Sr. Machine Learning Engineer, Cell Manufacturing
Tesla
- Austin, Texas, United States
- Austin, Texas, United States
Über
Develop and productionize ML models for key manufacturing problems such as defect detection, anomaly identification, yield forecasting, and process optimization Conduct in-depth statistical analysis and feature engineering on complex time-series, sensors, and process datasets while preventing issues like temporal or batch leakage Implement full-lifecycle solutions including validation frameworks, drift monitoring, conditional retraining, and metrics linked to factory cost and performance Collaborate cross-functionally with process, quality, and materials experts to ensure models are grounded and deliver sustainable results
What You’ll Bring
Degree in a quantitative field such as Applied Mathematics, Physics, Electrical/Systems Engineering, Statistics, Machine Learning, or equivalent experience 3+ years of relevant experience applying ML to complex, sensor-rich, or data-intensive problems (research, industrial, or scientific environments preferred) Research-oriented mindset with proven experience applying strong ML and statistical fundamentals to challenging data-intensive problems Proficiency in PyTorch or equivalent for scientific modeling, going well beyond basic tabular models; experience with vision models preferred Hands-on expertise across the full ML lifecycle, including temporal validation, leakage prevention, class imbalance, and production monitoring Strong communication skills and the ability to rapidly absorb manufacturing domain knowledge Demonstrated research or publication record in ML for complex systems or sensor data (strongly preferred) Experience with industrial or physical datasets in manufacturing, energy, or semiconductor environments (preferred) Familiarity with optimization or physics-informed modeling (preferred) Industrial manufacturing experience is a plus but not required
Compensation and Benefits 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
#J-18808-Ljbffr
Sprachkenntnisse
- English
Hinweis für Nutzer
Dieses Stellenangebot wurde von einem unserer Partner veröffentlicht. Sie können das Originalangebot einsehen hier.