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Worcester State University —Worcester, MA
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Instructor/Assistant Professor/Associate Professor, Biology (Tenure-Track) - Worcester State University
Worcester State University —Worcester, MA
- Full-time
- Laboratory
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- Paid holidays
- Disability insurance
18h

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Post Doc - Open Rank

University of Massachusetts Medical School -
Worcester, MA

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Job Details

Full-time
$62,232 - $75,564 a year

Qualifications

AI models
Statistics
Computational research
Academic research projects
Software design
Cell biology
Cell Biology
Computational modeling
Scientific research papers
Statistical analysis
Genetics
Scalability
Algorithm design research
Open source contribution
Machine learning (ML) fundamentals
Senior level
Manuscripts for peer-reviewed journals
Bioinformatics data analysis

Full Job Description

Additional Information:

Postdoc in Causal Inference of Complex Gene Networks

We invite applications for a NIH-funded postdoctoral researcher position in our computational lab at UMass Chan Medical School. We develop methods to reconstruct multi-modal causal networks that govern cellular behavior from large-scale single-cell datasets. Our group has pioneered computational approaches for:

Inferring causal networks from Perturb-seq (interventional single-cell CRISPR screens).
Mapping dynamic network rewiring from joint scRNA-seq + scATAC-seq.
Identifying state-specific causal networks from population-scale scRNA-seq.

We approach single-cell biology as a high-dimensional, dynamic, networked system, applying techniques from machine learning, causal inference, statistics, and algorithms. No prior biomedical training is required—just strong quantitative skills and curiosity about complex systems.

Position Overview

You will design, implement, and apply new computational and statistical models to reverse-engineer causal networks from noisy, high-dimensional, multi-modal data. This role offers high independence, rapid idea testing, and close collaboration with an interdisciplinary team.

If you are excited about tackling problems in complex networks, causal inference, and high-dimensional systems, and applying them to understand how molecular interactions drive cell states and transitions, this is an excellent fit.

Key Responsibilities

Develop accurate and scalable algorithms for inferring multi-modal, condition-dependent networks from datasets with millions of samples (cells) between tens of thousands of nodes (genes and genetic features).
Apply these algorithms on existing and new datasets to uncover biological principles and insights across molecular, cellular, and population levels.
Build open-source, user-friendly software tools for the community.
Disseminate findings through peer-reviewed publications, user-friendly software packages, and academic presentations.
Collaborate with other group members and research groups as needed.

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postdoctoral researcher jobs in worcester, ma

Post Doc - Open Rank

Assistant Professor | Biology & Biotechnology

Experimental Plasma Physics - Postdoctoral Researcher

Research Grant Portfolio and Operations Manager

Post-Doctoral Fellow

Post Doctoral Fellow

Staff Associate, Postdoctoral Researcher in Star Formation and Magnetic Fields - Worcester State University

Instructor/Assistant Professor/Associate Professor, Biology (Tenure-Track) - Worcester State University

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