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EGEGYM

Master's Thesis Candidate - AI & Data Science in SCM(m/w/x)

München
Full-timeInternshipOn-site
AI/ML
Data Science

Predicting lead-time deviations for electronic components using AI and ERP data. Python/R and SQL proficiency required. Direct mentoring and potential full-time role.

Requirements

  • Master's or advanced Bachelor's program enrollment
  • High proficiency in Python or R
  • Comfort with Pandas and Scikit-Learn libraries
  • Solid foundation in SQL
  • Pragmatic problem-solving for imperfect data
  • Understanding that 'done is better than perfect'
  • Analytical strength
  • Critical evaluation of third-party software vendors
  • Basic understanding of logistics, procurement, or supplier management

Tasks

  • Develop a predictive AI model for lead-time deviations
  • Apply AI to predict deviations for electronic components
  • Improve predictability for complex system suppliers
  • Act as an AI scout, evaluating market solutions
  • Extract, clean, and structure historical ERP data
  • Train a custom machine learning model to predict lead-time deviations
  • Research and evaluate commercial AI supply chain solutions
  • Assess the fit of AI solutions for the tech stack
  • Run your model in parallel with daily operations
  • Evaluate AI forecasts against real-world delivery times
  • Calculate potential savings from AI-driven predictions

Education

  • Currently in higher education

Languages

  • EnglishBusiness Fluent

Tools & Technologies

  • Python
  • R
  • Pandas
  • Scikit-Learn
  • SQL

Benefits

Mentorship & Coaching

  • Direct mentoring

Other Benefits

  • Opportunity for full-time role
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