Computational Research Scientist
Feathersoft
Work from Office
Full Time
Min. 5 yearsJob Description
Computational Research Scientist – Deep Learning
Position Overview
We are seeking a deep learning scientist to develop AI models for predicting and optimizing enzymes and metabolic pathways in microbial systems. The role involves metabolic network modeling, data analysis, and collaboration with multidisciplinary teams to drive innovations in industrial biotechnology. Candidates should have strong deep learning expertise, proficiency in Python or similar languages, and excellent communication skills. Knowledge of biological systems, metabolic flux analysis, or protein modeling is a plus. This is a dynamic start-up environment requiring adaptability, initiative, and scientific rigor.
Key Responsibilities
- Develop and implement deep learning models to predict and optimize enzymes and metabolic pathways in microbial systems.
- Conduct simulations and modeling of metabolic networks to identify key regulatory nodes and potential engineering targets.
- Communicate results and insights to multidisciplinary teams, including presentations and written reports.
Requirements
Required Qualifications
- Ph.D. Computer Science, or any similar disciplines such as physics, mathematics, with a strong focus on deep learning.
- Proven experience with deep learning frameworks (e.g., TensorFlow, PyTorch) and libraries.
- Proficiency in programming languages such as Python, R, or MATLAB.
- Excellent communication skills, both written and verbal.
Desirable Additional Qualifications:
- Familiarity with biological systems.
- Knowledge of metabolic flux analysis and constraint-based modeling (e.g., FBA, COBRA toolbox).
- Knowledge of protein structural modeling and prediction.
- Experience in industrial biotechnology or a related industry.
Preferred Working Style:
- Must be very well-organized and be able to handle multiple projects simultaneously.
- Must be a quick learner who is self-motivated and able to ask questions and seek clarity.
- Must be flexible with day-to-day duties and able to thrive in a start-up environment.
- Must be an excellent team member with strong communication skills and a desire to work collaboratively.
- Must hold themselves to the highest professional, scientific and ethical standards.
Experience Level
Mid LevelJob role
Job requirements
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