Machine Learning and Optimization Engineer

About the role

Samsung Austin Semiconductor is looking for an advanced machine learning engineer for their growing optimization organization in support of their rapidly expanding Central Texas fab footprint.

Responsibilities

• Development of (and improvement of existing) machine learning models for forecasting and optimization of line performance.
• Development of first principles stochastic models for feature engineering.
• Development of predictive heuristic KPIs to drive optimization strategies.
• Comparative Statistical Analysis of model performance.
• Techical roadmap planning.

Qualifications

• Degrees: Mathematics, Statistics, Industrial Engineering, Physics, Computer Science (only with significant math and statistics exposure).
• Masters or above preferred, others may be considered given significant experience.
• Previous leadership experience or technical roadmap management preferred but not required.
• Machine Learning.
• Statistics.
• Stochastic Systems.
• Graph Theory.
• Exposure to mixed integer programming is a plus.

Benefits

The current base salary range for this role is between $76,000 - $174,500. Individual base pay rates will depend on factors including duties, work location, education, skills, qualifications and experience. Total compensation for this position will include a competitive benefits package and may include participation in company incentive compensation programs, which are based on factors to include organizational and individual performance.

Total Rewards At Samsung Austin Semiconductor, base pay is just one part of our total compensation package. The base compensation for this role will depend on education, experience, skills, and location. We offer a comprehensive benefits package, including:

• 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 and MORE.

Eligible full-time employees (salaried or hourly) may also receive MBO bonuses based on company, division, and individual performance.

All positions at Samsung Austin Semiconductor are full-time on-site.