Deep Learning Scientist in Microbial Fermentation Optimization

3 weeks ago


Kalundborg, Kalundborg Kommune, Denmark Aalborg Universitet (AAU) Full time

Job Opportunity: Deep Learning Expert for Optimizing Fermentation Processes

Company Overview:

Aalborg Universitet (AAU) is a dynamic and transformative research institution that contributes to the knowledge building of the global society. Our faculty educates students for the future through cutting-edge research, innovative approaches, and strong industry collaborations.

Job Description:

We are seeking a highly motivated PhD candidate to join our team at AAU Energy, a leading engineering research department focusing on clean and sustainable energy systems. As a Deep Learning Scientist, you will play a crucial role in developing advanced deep learning models to optimize microbial fermentation processes.

Responsibilities:

  • Develop and train sophisticated deep learning models to simulate and control complex biological systems.
  • Design and implement Deep Reinforcement Learning (DRL) algorithms for effective process control.
  • Collaborate with our research group to advance the field of microbial fermentation optimization.

Requirements:

To be successful in this role, you should have a strong background in machine learning, deep learning, programming (Python), and experience with DRL. Additionally, you should be familiar with time series modeling, language models, large language models, control systems focused on DRL, optimization, data collection, sensing, and data analysis.

Benefits:

As a PhD student at AAU, you will receive a stipend that includes both salary and pension benefits. The base salary starts at approximately 29,000 DKK per month before taxes, with an additional 17% added for pension contributions. You will also have access to a dynamic and collaborative research environment, opportunities for professional growth, and a comprehensive benefits package.

Why Join Us:

Aalborg Universitet offers a unique opportunity to work in a fast-paced and innovative environment, surrounded by talented researchers and industry experts. You will have the chance to contribute to groundbreaking research, develop your skills, and advance your career in a supportive and inclusive community.



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