Postdoctoral Fellowship in Causal Inference at Gatsby Computational Neuroscience Unit

Date:

Overview

The Gatsby Computational Neuroscience Unit is inviting applications for a two-year postdoctoral fellowship focused on causality in biological systems. This opportunity is supported by the UKRI AI Hub in Generative Models and aims to advance the understanding of cellular interactions through innovative modeling techniques.

Background & Relevance

Causality in biological systems is a crucial area of research, especially as modern computational models strive to predict cellular responses to various interventions, such as drug combinations and genetic modifications. The complexity of biological interactions necessitates the development of sophisticated experimental designs and statistical models. This fellowship will contribute to the growing field of computational neuroscience and machine learning, providing insights that could lead to breakthroughs in medical and biological research.

Key Details

  • Closing Date: 27 August 2025
  • Location: Gatsby Computational Neuroscience Unit, University College London (UCL)
  • Salary Scale: UCL Grade 7
  • Key Collaborators: Prof Arthur Gretton (UCL), Dr Jason Hartford (Manchester), Dr Mo Lotfollahi (Wellcome Sanger Institute)
  • Job Reference: B02-09214
  • Application Link: UCL Jobs

Eligibility & Participation

This fellowship is targeted at candidates with a strong mathematical and statistical foundation, alongside a proven track record in causal inference, experimental design, and generative modeling. Applicants should possess a PhD in a relevant field by the start date of the position. Experience with biological data and familiarity with high-throughput assay pipelines, such as CRISPR and imaging techniques, are highly desirable.

Submission or Application Guidelines

To apply for this position, candidates should follow these steps:
1. Visit the UCL Jobs website and locate job reference B02-09214.
2. Review the detailed role description and requirements.
3. Prepare your application materials, ensuring to highlight relevant experience and qualifications.
4. Submit your application through the UCL Jobs portal before the closing date of 27 August 2025.

More Information

The Gatsby Unit has been a leader in theoretical neuroscience and machine learning since its establishment in 1998. It fosters a collaborative research environment with strong connections to other institutions, enhancing interdisciplinary approaches to complex problems in neuroscience and AI. This fellowship represents a significant opportunity to engage in cutting-edge research that bridges the gap between machine learning and biological systems.

Conclusion

This postdoctoral fellowship at the Gatsby Computational Neuroscience Unit offers a unique chance to contribute to vital research in causality and biological systems. Interested candidates are encouraged to apply and join a team dedicated to advancing knowledge in this important field.


Category: PhD & Postdoc Positions
Tags: causal inference, generative models, machine learning, biological systems, CRISPR, high-throughput assays, computational neuroscience, UCL, Gatsby Unit, multimodal models, experimental design, statistical modeling

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