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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.
Anforderungen
- 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
Aufgaben
- 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
Berufserfahrung
- ca. 1 - 4 Jahre
Ausbildung
- Bachelor-Abschluss
Sprachen
- Englisch – verhandlungssicher
Benefits
Boni & Prämien
- Performance-based benefits
Sonstige Vorteile
- Experience-based benefits
Sonstige Zulagen
- 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.
Anforderungen
- 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
Aufgaben
- 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
Berufserfahrung
- ca. 1 - 4 Jahre
Ausbildung
- Bachelor-Abschluss
Sprachen
- Englisch – verhandlungssicher
Benefits
Boni & Prämien
- Performance-based benefits
Sonstige Vorteile
- Experience-based benefits
Sonstige Zulagen
- Qualification-based benefits
Gefällt dir diese Stelle?
BetaDein Career Agent findet täglich ähnliche Jobs für dich.
Über das Unternehmen
ams OSRAM GmbH
Branche
Manufacturing
Beschreibung
The company is a global leader in innovative light and sensor solutions, focusing on digitalization, smart living, energy efficiency, and sustainability.
Not a perfect match?
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