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Data Science Center (DSC) - ScaDS.AI
7d ago

PhD Position in Graph Machine Learning(m/w/x)

Leipzig
Full-timeOn-site
AI/ML
Data Science

Description

You will advance the field of graph machine learning by developing generative models for 3D structures like neurons, while balancing your research with light teaching duties at the center.

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Requirements

  • Master's degree in computer science or related discipline
  • Strong interest in graphs and machine learning
  • Excellent mathematical and programming skills
  • Teamwork skills
  • Knowledge of German as a plus
  • Strong written and spoken English skills

Education

Master's degree

Tasks

  • Conduct research on graph machine learning
  • Develop graph generation models with 3D information
  • Generate shapes for botanical trees and brain neurons
  • Integrate discrete structural decisions with continuous 3D positions
  • Create metrics for complex graph data structures
  • Apply learned heuristics to solve combinatorial problems
  • Design experiments and benchmarks to measure progress
  • Teach for two hours per week during semesters

Tools & Technologies

GraphsMachine learning

Languages

GermanBasic

EnglishBusiness Fluent

Benefits

Flexible Working

  • Flexible working hours

Other Benefits

  • Self-directed work

Diverse Work

  • Diverse and challenging research
  • Interdisciplinary team

Modern Office

  • Fully-equipped on-site workspace

Startup Environment

  • Integration into ScaDS.AI community

Modern Equipment

  • Access to computing infrastructure

Team Events

  • Access to related events

Learning & Development

  • Training and courses
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