Postdoc: AI for Engineering Design & Inverse Design

ETH Zürich; Schweiz; Híbrido; CHF 110.000 - 140.000; Jornada completa

Descripción de la vacante

ETH Zürich’s IDEAL Lab invites applications for a post-doctoral position in Machine Learning for Engineering Design under Prof. Mark Fuge. The role focuses on AI-guided design, inverse design, and optimization across healthcare, power, aerospace, and robotics, with opportunities to shape lab infrastructure and publication strategy.

You will work with Ph.D. students and staff to develop AI/ML pipelines, verify software, and contribute to leadership in a multi-disciplinary setting, including lab

Formación

• PhD in Mechanical Engineering, Computer Science, Applied Mathematics, Robotics, or related field with an excellent publication record.

Responsabilidades

• Develop or analyze novel algorithms for engineering design applications (Inverse Design, Generative Modeling, Robotics, or Program Analysis/Synthesis).
• Collaborate with industry, academia, and national labs to translate needs into research questions.
• Deploy simulation or algorithm pipelines on HPC systems.
• Lead and collaborate with Ph.D. and Master students and other staff.
• Contribute to dissemination through publications and proposals.

Conocimientos

Machine Learning

Robotics

CFD/FEA

Engineering domain

HPC

Software engineering

PyTorch

JAX

Docker

Singularity

Git

Educación

PhD in Mechanical Engineering or Computer Science

Herramientas

PyTorch

JAX

Docker

Singularity

Git

Descripción del empleo

ETH Zürich’s IDEAL Lab invites applications for a post-doctoral position in Machine Learning for Engineering Design under Prof. Mark Fuge. The role focuses on AI-guided design, inverse design, and optimization across healthcare, power, aerospace, and robotics, with opportunities to shape lab infrastructure and publication strategy.

You will work with Ph.D. students and staff to develop AI/ML pipelines, verify software, and contribute to leadership in a multi-disciplinary setting, including lab