SR DATA SCIENTIST SMART MFG & AI

We are looking for a SR Data Scientist to join our Smart MFG & AI team. The ideal candidate will have a strong background in data science, machine learning, and deep learning, with experience working with large datasets and developing predictive models. The role involves collaborating with cross-functional teams to identify questions and issues for data analysis projects and improvement of existing tools.

Requirements

• B.S./M.S. degree or equivalent experience in Data Science, Computer Science, Industrial Engineering or other engineering field
• At least 3 year experience in data science in engineering or related industry with in-depth knowledge in statistical modeling, machine learning, deep learning
• Strong skills in python and at least familiar with 1 machine learning framework (like pyTorch, sklearn etc.)
• Ability to extract data from different databases via SQL and other query languages and applying data cleansing, outlier identification, and missing data techniques
• Experience working in Google cloud platform or other big data platform is a plus
• Strong skills to quickly build prototype solutions based on business requirements, experience deploying data science solution into production environments
• Excellent communication skills for explaining models, assumptions, and results to non-technical stakeholders, able to work independently with internal and external stakeholders to drive ideas to resolution
• Proactive problem-solving approach and ownership mindset
• Passion and interest to learn semiconductor manufacturing to deal with terabytes and petabytes of data to solve memory wafer related problems, enjoy working in diverse environment