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Master thesis-Tracking defect evolution to predict yield in semicon CMOS via machine learning(m/w/x)
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
- English – Business Fluent
Benefits
Bonuses & Incentives
- Performance-based benefits
Other Benefits
- Experience-based benefits
Additional Allowances
- Qualification-based benefits
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Master thesis-Tracking defect evolution to predict yield in semicon CMOS via machine learning(m/w/x)
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
- English – Business Fluent
Benefits
Bonuses & Incentives
- Performance-based benefits
Other Benefits
- Experience-based benefits
Additional Allowances
- Qualification-based benefits
Like this job?
BetaYour Career Agent finds similar jobs for you every day.
About the Company
ams OSRAM GmbH
Industry
Manufacturing
Description
The company is a global leader in innovative light and sensor solutions, focusing on digitalization, smart living, energy efficiency, and sustainability.
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