AI Research Assistant: Power Electronics Design

AAU; Aalborg; On-site; DKK 420,000 - 540,000; Full time

Job summary

AAU Energy, part of Aalborg University, seeks a Research Assistant to develop AI methods for power electronics design. You will train ML models on circuit data, board geometries and images, and create surrogate models to speed design exploration.

You will collaborate with colleagues across AI, power electronics and software to validate methods and share insights, contributing to energy-efficient design workflows and experimental validation in a multidisciplinary setting.

Qualifications

• Master's degree required in a relevant field.
• Strong foundation in applied machine learning.
• Experience with ML on engineering data.
• Familiarity with circuit data, board geometries or design images is a plus.

Responsibilities

• Develop, train and evaluate ML models on circuit data, board geometries, simulations and images.
• Create surrogate models approximating thermal and electromagnetic solvers.
• Explore graph-based methods and graph neural networks for circuit designs.
• Document workflows and share results with AI, power electronics and software teams.

Skills

Applied machine learning

Computer vision

Graph neural networks

Structured data handling

Education

Master's degree in computer science / electrical engineering / AI

Job description

AAU Energy, part of Aalborg University, seeks a Research Assistant to develop AI methods for power electronics design. You will train ML models on circuit data, board geometries and images, and create surrogate models to speed design exploration.

You will collaborate with colleagues across AI, power electronics and software to validate methods and share insights, contributing to energy-efficient design workflows and experimental validation in a multidisciplinary setting.