Staff scientist i Förklarande Artificiell Intelligens
Core
Developing methods for Explainable AI (XAI) to allow AI systems to motivate and explain their decisions, specifically focusing on explaining image content in a structured way that considers user background knowledge.
Role type
Staff Scientist (Research)
Builds
Research methods and Python-based interactive interfaces for Explainable AI
Domain
Artificial Intelligence / Computer Vision / Human-Computer Interaction
Deliverable
research
Required skills
Explainable AI theory and methods, Python programming, Computer Vision, Open-source software development, Research collaboration
Preferred skills
Machine Learning specialization, R programming
Technologies
Python, R
Responsibilities
Participate in Explainable AI research, Program XAI methods (specifically Contextual Importance and Utility) for image and other data, Develop structured explanations using 'Intermediate Concepts' for images, Program Python versions of existing interactive XAI user interfaces
Seniority
Staff Scientist (Research Group Member)
