Tokyo Electron Singapore

Semiconductor Manufacturing Equipment Data Scientist

Tokyo Electron Singapore | Date Posted: 18-Jun-2018
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Job Nature:
Position Level:
Job Category:
Bachelor's / Honours

Job Description


To integrate TEL’s tool and customer’s quality data to provide statistical or machine learning analysis to improve TEL’s equipment overall efficiency

  • To  partner with customer’s Data science group  and TEL’s process engineers to define problem statements, acquire and analyse data , create visualization to “explain the data" and to identify sensors of interest that correlate to customer quality data (yield, defect, CD, etch rate etc.)
  • Understand the data infrastructure’s requirements, define the best data storage solution and support TEL’s development team to design data analytics applications.
  • These applications will extract data ( and images) from relational databases and big data storages, processing and analysing data, calculating summaries and indicators, detecting patterns and finding the root cause, performing commonality analysis and data mining.


  • BS or MS in Computer Science/Data Science/Statistics or a related field with at least 3 years’ of experience
  • Candidates with prior semiconductor manufacturing data analysis experience preferred
  • The candidate must have a strong knowledge in one or more of the following areas: Big Data Technologies, relational databases, machine learning algorithms, data mining, yield analysis, statistical analysis, and image processing.
  • Expertise in Web development, Hadoop, HBase, Java, Python, R and SQL is/are preferred
  • This position requires strong written and oral communication, analytical problem solving, leadership  and teamwork skills
Company Overview
Tokyo Electron Singapore