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Jean Philippe Steyer

2 months ago

Postdoc in Fermentation Modeling, Microbial Metabolism, and Digital Twins at INRAE French National Research Institute for Agriculture, Food, and Environment in France

Degree Level

Postdoc

Field of study

Computer Science

Funding

24-month postdoctoral contract with a competitive gross salary of 3135.31 to 3726.54 EUR per month. Research-related expenses are funded, including conference travel and publications.

Deadline

Sep 30, 2026

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Country

France

University

French National Research Institute for Agriculture, Food and Environment

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Keywords

Computer Science
Machine Learning
Environmental Science
Chemical Engineering
Biology
Artificial Intelligence
Open Science
Process Engineering
Python Programming
Digital Twin Technology
Biorefinery
Statistics
Thermodynamics

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About this position

INRAE’s Laboratory of Environmental Biotechnology (LBE) in Narbonne, France is recruiting a Postdoctoral Researcher for a 24-month project on fermentation modeling, microbial metabolism, and digital twins. The position is part of the national ModelFerm initiative, which aims to build the first generic mathematical model of fermentation processes, inspired by landmark frameworks such as ADM1.

The successful candidate will work at the intersection of chemical engineering, biology, computer science, environmental science, and statistics. The project focuses on integrating metabolic and biochemical pathways, mass balances, reactor dynamics, thermodynamic constraints, microbial ecology, and data science with hybrid AI approaches. The goal is to create an open, extensible platform for simulating and controlling a wide range of fermentation systems, from food and beverage production to biorefineries and industrial biotechnology.

The postdoc will collaborate with a consortium of seven INRAE laboratories and visit partner labs to align hypotheses, harmonize datasets, develop mechanistic and thermodynamics-based models, integrate heterogeneous biological and process data, calibrate and validate models, and contribute to open-source software and scientific dissemination. The environment is highly interdisciplinary and collaborative, with links to multiple INRAE units across France.

Applicants must hold a PhD and should have experience in dynamic modeling and simulation, process engineering, microbial systems, data analysis, scientific programming (Python, Matlab, R, Julia, or similar), and machine learning/AI. Fluent English is required; French is helpful but not mandatory. The team values self-motivation, teamwork, and an interest in supervising students and working across disciplines.

Funding includes a competitive gross salary of 3135.31 to 3726.54 EUR per month, plus support for research-related expenses such as conference travel and publications. The application deadline is 2026-09-30, and the expected start date is 2027-01-01. To apply, send a CV and motivation letter to Jean Philippe Steyer, referencing OT-30172.

Funding details

24-month postdoctoral contract with a competitive gross salary of 3135.31 to 3726.54 EUR per month. Research-related expenses are funded, including conference travel and publications.

What's required

Applicants must hold a PhD. Strong candidates should have experience in several of the following: dynamic modeling and simulation, mass balances and process engineering, microbial systems, data analysis and statistics, scientific programming in Python, Matlab, R, Julia or similar languages, and machine learning/AI. The post requires fluent English; French is an advantage but not required. The candidate should be self-motivated, able to work independently and in a team, and willing to supervise students and collaborate across disciplines and research networks.

How to apply

Send your CV and motivation letter to Jean Philippe Steyer by email. Use the job reference OT-30172 when applying. Submit before 2026-09-30.

More information can be found here

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