Role OverviewSamsung Austin Semiconductor is looking for an advanced machine learning engineer to develop and refine forecasting models for optimizing plant performance. The role involves developing new models, refining existing ones, and engaging in academic outreach initiatives.
What You Will Do
Develop machine learning models for forecasting and optimization, develop first principles stochastic models for feature engineering, and develop predictive heuristic KPIs to drive optimization strategies.
Why It Might Be a Fit
The ideal candidate has significant academic and industrial exposure to machine learning, strong statistical skills, and experience with Python development and deployment.
Requirements
- Master's degree or above in Mathematics, Statistics, Industrial Engineering, Physics, or Computer Science
- Significant experience in machine learning, statistics, stochastic systems, and graph theory
- Leadership experience or technical roadmap management preferred
Benefits
- Medical, dental, and vision insurance
- Life insurance and 401(k) matching with immediate vesting
- Onsite café(s) and workout facilities
- Paid maternity and paternity leave
- Paid time off (PTO) + 2 personal holidays and 10 regular holidays
- Wellness incentives
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