Job Description
Master thesis-Tracking defect evolution to predict yield in semicon CMOS via machine learning(m/f/d)
Premstaetten, Austria

Sense the power of light

ams OSRAM is a global leader in innovative light and sensor solutions. “Sense the power of light” – our success is based on our deep understanding of the potential of light. By adding intelligence to light, we enable our customers to drive transformative applications. Our around 20,000 employees worldwide focus on innovation alongside the societal megatrends of digitalization, smart living, energy efficiency, and sustainability. Whatever your role is, you are a part of a talented team that enjoys exploring and designing new technologies.

Your new responsibilities

Theoretical Part:
•    Get an understanding of what defect data is and how it can be handled.
•    Comprehensive literature review of state of the art usage of defect data within semiconductor industry (yield prediction, signature prediction, defect classification etc.).
•    Literature review of possibly already existing models incorporating defect data.
•    Evaluation of approaches to establish yield predictions with defect data

Practical Part:
•    Close cooperation with various departments (Defect, IT, Product Engineering etc.)
•    Understand defect classification/categorization
•    Get actual state of available data and its usage
•    Define possible solutions for the problem statement


Who we are looking for


•    Completed Bachelor’s degree in data science or comparable
•    Experience in Machine Learning and/or Artificial Intelligence
•    Experience in semiconductor environment beneficial
•    Independent and structured way of working

We offer competitive salaries and additional benefits based on your performance, experience, and qualifications. Employment is in accordance with the collective agreement for the electrical and electronics industry, employment group E (https://www.feei.at/aktuelles/mindestloehne-und-gehaelter-eei/).


Please contact Marlies Nigitz for further information via marlies.nigitz@ams-osram.com or +43 (3136) 50032853.

ams OSRAM is an Equal Employment Opportunity Employer. Diversity, equity and inclusion is strongly established in our corporate culture and we firmly believe it makes us more successful as a company. All qualified applications will receive consideration for employment regardless of ethnic, national or social origin, gender, gender identity, sexual orientation, color, religion, age, physical and mental abilities.
Information at a Glance
Job ID:  23185
Posting Start Date:  4/30/26
Job Family:  General Functions
Career Level:  Student
Company:  ams-OSRAM AG
Schedules:  Part Time
Work Model:  On-Site
Job Shift:  Flex time
Regular/Temporary:  Temporary
Department:  CSA Business Line IOS Product Engineering Europe
Local Job Grade: 

Application deadline: As long as the job is listed on our career page, we are looking for suitable candidates. We look forward to receiving your application.