Postdoctoral Researcher in Machine Learning (ML) and Solid-State Fermentation / Postdoctoral Researcheress in Machine Learning (ML) and Solid-State Fermentation

Post Doctoral Researcher in Machine Learning (ML) and Solid-State Fermentation

100%, Zurich, fixed-term

We are seeking a highly motivated and interdisciplinary Postdoctoral Researcher to join our team in developing a cutting-edge nutrient prediction platform. This project integrates machine learning with solid-state fermentation (SSF) using filamentous fungi to optimize nutrient profiles in food. The goal is to develop predictive models in fermentation processes to achieve enhanced nutritional outcomes.

Job Description

• Design and conduct SSF experiments using selected fungal strains.
• Develop new analytical approaches to measure and control fermentation conditions and outcomes.
• Collect and analyze biochemical data from fermented substrates.
• Develop and train machine learning models to predict nutrient transformations.
• Integrate multi-modal datasets (e.g., chemical, microbial, environmental) into predictive frameworks.
• Collaborate with biotechnologists, data scientists, and food engineers.
• Publish findings in peer-reviewed journals and present at conferences.

Profile

• PhD in Biotechnology, Microbiology, Bioinformatics, Computer Science, or related fields.
• Strong background in machine learning, preferably applied to biological or chemical systems.
• Hands-on experience with solid-state fermentation or fungal biotechnology.
• Proficiency in Python, R, or similar programming languages.
• Excellent communication and teamwork skills.

Workplace

The position will be based at our state-of-the-art facilities in Zurich, offering an innovative environment for research and collaboration.

We Offer

• A dynamic team in an interdisciplinary research environment.
• Access to state-of-the-art lab facilities.
• Opportunities for career development and international collaboration.

We Value Diversity

In line with our values, ETH Zurich encourages an inclusive culture. We promote equality of opportunity, value diversity, and nurture a working and learning environment in which the rights and dignity of all our staff and students are respected. Visit our Equal Opportunities and Diversity website to find out how we ensure a fair and open environment that allows everyone to grow and flourish.

Curious? So Are We.

Apply online using the form below. Please note that only applications matching the job profile will be considered.

About ETH Zürich

ETH Zurich is one of the world's leading universities specializing in science and technology. We are renowned for our excellent education, cutting-edge fundamental research, and direct transfer of new knowledge into society. Over 30,000 people from more than 120 countries find our university to be a place that promotes independent thinking and an environment that inspires excellence. Located in the heart of Europe, yet forging connections all over the world, we work together to develop solutions for the global challenges of today and tomorrow.