Mathematiker*in / Physiker*in für KI, Machine Learning & Modellierung (m/w/d)
Core
Develop and optimize physics-motivated AI and ML models for analyzing measurement data based on physical interactions.
Role type
Senior IC machine learning engineer (physics-informed)
Builds
Efficient and robust software solutions for data processing, analysis, and modeling
Domain
Physics-informed machine learning and big data analytics
Deliverable
production ML models
Required skills
Python, machine learning libraries, big data analysis, cloud technologies (AWS), SQL, mathematical abstraction, problem-solving
Preferred skills
PhD, deep learning, interdisciplinary collaboration
Technologies
Python, AWS, SQL
Responsibilities
Create and optimize ML analysis of measurement data based on physical interactions; Develop efficient and robust software solutions for data processing and modeling; Process large datasets efficiently and optimize models for practical use; Evaluate results and identify systematic error sources; Collaborate with hardware and software development teams
