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AMams OSRAM GmbH

Master thesis-Tracking defect evolution to predict yield in semicon CMOS via machine learning(m/w/x)

Premstätten
Part-timeOn-siteExperienced
AI/ML
Data Science

Tracking defect evolution via machine learning for yield prediction in semicon CMOS. Bachelor's degree in data science and ML/AI experience required. Performance-based benefits, experience-based benefits.

Requirements

  • Bachelor’s degree in data science or comparable
  • Experience in Machine Learning or Artificial Intelligence
  • Experience in semiconductor environment (beneficial)
  • Independent and structured work approach

Tasks

  • Understand defect data and its handling
  • Conduct comprehensive literature review on defect data usage in semiconductor industry
  • Review existing models incorporating defect data
  • Evaluate approaches for yield predictions using defect data
  • Collaborate with Defect, IT, and Product Engineering departments
  • Learn defect classification and categorization
  • Assess current state of available data and its usage
  • Define potential solutions for the problem statement

Work Experience

  • approx. 1 - 4 years

Education

  • Bachelor's degree

Languages

  • EnglishBusiness Fluent

Benefits

Bonuses & Incentives

  • Performance-based benefits

Other Benefits

  • Experience-based benefits

Additional Allowances

  • Qualification-based benefits
Find the original job posting in its most current version here. Nejo automatically captured this job from the website of ams OSRAM GmbH and processed the information on Nejo with the help of AI for you. Despite careful analysis, some information may be incomplete or inaccurate. Please always verify all details in the original posting! Content and copyrights of the original posting belong to the advertising company.

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