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Structural Biology and Computational Biology● OpenPreview

AI-Driven Cryo-EM for Small Protein Design in Cellular Homeostasis Regulation

A joint PhD opportunity combining artificial intelligence and cryo-electron microscopy to engineer small proteins targeting cellular homeostasis.

Best for:Best for PhD candidates with expertise in structural biology, cryo-EM, or computational protein design, interested in AI-driven biomedical research.

University of Melbourne (joint with a French institution) · Ile-de-France, France · R1 · First-stage researcher
More professors at University of Melbourne (joint with a French institution)
AI-driven protein designCryo-electron microscopy (cryo-EM)Small protein engineeringCellular homeostasis regulationStructural biologyComputational biology
Deadline
Nov 1, 2026
18 days
Funding
Salaried
Salary details not specified (funding provided by joint institution partnership)
Start date
ASAP
Full-time
Location
Ile-de-France
France

Overview

This joint PhD position between a French institution and the University of Melbourne focuses on developing and evaluating small proteins using AI-based cryo-electron microscopy (cryo-EM). The project aims to regulate the master regulator of cellular homeostasis, offering a cutting-edge interdisciplinary approach at the intersection of structural biology, bioinformatics, and computational design. Applicants will conduct research in a collaborative environment, leveraging advanced imaging techniques and machine learning to advance protein engineering. The role is ideal for candidates with a strong background in structural biology, biochemistry, or computational biology, seeking to contribute to translational research with potential biomedical applications.

AI in structural biologycryo-EM protein engineeringsmall molecule designcellular homeostasismachine learning for biomedicineprotein regulationinterdisciplinary PhDjoint international PhD

What you'll do

  • Develop and apply AI-based computational models to design small proteins targeting cellular homeostasis regulators.
  • Perform cryo-EM experiments to characterize the structure and function of engineered proteins.
  • Collaborate with interdisciplinary teams to integrate computational predictions with experimental validation.
  • Analyze and interpret structural and functional data to refine protein designs.
  • Publish findings in high-impact scientific journals and present results at international conferences.
  • Contribute to collaborative research projects between French and Australian institutions.
  • Maintain detailed records of experimental procedures, data, and results for reproducibility.

Requirements

Degree required: Master’s degree (or equivalent) in Structural Biology, Biochemistry, Computational Biology, Bioengineering, or a related field.

Degree offered: PhD

Language: English proficiency (no specific test score mentioned); French proficiency may be advantageous but not strictly required.

Instruction: English

Required skills
  • Proven experience in structural biology techniques, including cryo-EM or X-ray crystallography.
  • Strong background in computational biology or bioinformatics, including programming skills (e.g., Python, R).
  • Familiarity with AI/ML methods applied to biological data.
  • Ability to conduct independent research and publish results in peer-reviewed journals.
  • Collaborative mindset with experience working in interdisciplinary teams.
Nice to have
Experience with protein engineering or synthetic biology.Knowledge of machine learning frameworks (e.g., TensorFlow, PyTorch) for biological applications.Prior exposure to cryo-EM data processing software (e.g., RELION, CryoSPARC).
Eligibility
  • Open to international applicants.
  • No specific nationality restrictions mentioned.
  • No age or residency restrictions specified.

Funding & terms

Type
Salaried
Amount
Salary details not specified (funding provided by joint institution partnership)
Duration
3 years (standard PhD duration)
Programme
Joint PhD programme between French and Australian institutions
University of Melbourne and French partner institution

How to apply

Deadline: 2026-11-01

Applicants must submit their application through the Campus France portal for doctoral programmes. Include a detailed research proposal, CV, academic transcripts, and two letters of recommendation. Contact the supervisory team for further instructions on joint application procedures.

Documents required
  • Curriculum Vitae (CV)
  • Academic transcripts (Bachelor’s and Master’s degrees)
  • Research proposal or statement of purpose
  • Two letters of recommendation
  • Proof of English proficiency (if applicable)
↗Apply on site

Contact

Unspecified Contact (Campus France)· PhD Admissions Coordinator

https://doctorat.campusfrance.org

Lab
Unspecified French Laboratory / Melbourne Structural Biology Group
University of Melbourne (joint with a French institution)
Joint PhD programme between French and Australian institutionsFrance
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