Wissenschaftliche*r Mitarbeiter*in (Doktorand*in) Massive Data Processing (26272)
Core
Conduct independent research in scalable machine learning for data and process-oriented applications with the goal of obtaining a PhD.
Role type
Research associate (PhD candidate) in scalable machine learning
Builds
Novel methods for foundation models, representation-based learning, and scalable, sustainable, and reusable machine learning models
Domain
Academic research in computer science, artificial intelligence, and data science
Deliverable
production ML models
Required skills
Machine learning, deep learning, artificial intelligence, Python programming, PyTorch, analytical thinking, independent work
Preferred skills
Foundation models, representation learning, self-supervised learning, contrastive learning, continual learning, learning under label scarcity, scalable and sustainable AI
Technologies
Python, PyTorch
Responsibilities
Develop new methods for foundation models and scalable machine learning, participate in national and international research projects, create scientific publications and present at conferences, supervise student exercises and theses, assist in examinations
Seniority
Junior, research-focused IC
