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Fred Hutchinson Cancer Center

Nonprofit cancer treatment, research, and trials

Postdoctoral Research Fellow

Life Sciences ResearchConfirmed live in the last 24 hours
Full-timeSeattle, WA, USA

About the Job

Requirements

  • Applicants must have a PhD or equivalent doctoral degree in Statistics, Biostatistics, Computer Science, Applied Mathematics, Physics, Bioinformatics, Computational Biology, or a related quantitative field.
  • Strong foundations in statistical modeling, machine learning, applied mathematics, or statistical physics are preferred.
  • Significant experience with scientific computing in Python is preferred.
  • Interest in developing new data-driven quantitative methodology is preferred.
  • Experience with generative model development and deep learning is valuable but not required.
  • Applicants must submit a cover letter describing research interests and potential directions of interest in the lab, a current curriculum vitae, and contact information for at least three references.

Responsibilities

  • Develop generative models for single-cell and perturbation genomics, including diffusion models, flow maps, and related probabilistic methods.
  • Infer the effects of genetic, chemical, or environmental perturbations and predict responses to unseen or combinatorial perturbations.
  • Develop interpretable methods to identify genes and regulatory programs that control cellular phenotypes, differentiation, treatment response, and disease progression, particularly in metastasis, resistance, and immune exhaustion.
  • Apply these approaches to large-scale single-cell Perturb-seq, lineage-tracing, and cancer genomics datasets in collaboration with experimental and clinical investigators at Fred Hutch.
  • Develop new methodology, produce open-source software, collaborate broadly across Fred Hutch, and pursue applications connecting quantitative ideas with cancer biology.

Desired Qualifications

  • Strong foundations in statistical modeling, machine learning, applied mathematics, or statistical physics.
  • Significant experience with scientific computing in Python.
  • Interest in developing new data-driven quantitative methodology.
  • Experience with generative model development and deep learning.

About the Company

Fred Hutchinson Cancer Center

Nonprofit cancer treatment, research, and trials

Fred Hutchinson Cancer Center is a nonprofit cancer treatment and research institute serving the Pacific Northwest and beyond. It provides a full range of cancer care, including treatments that may not be available elsewhere, and offers patients the chance to participate in clinical trials. The center accomplishes its work through a combination of patient care, research grants, and fundraising, and collaborates with UW Medicine and other regional providers to extend its reach. Internationally, it operates facilities in Uganda and South Africa to advance research and collaboration. The organization’s revenue comes from patient services, grants, and fundraising events. Its central goal is to eliminate cancer and related diseases by improving treatments and ultimately finding a cure.

Company size
1,001-5,000
Company stage
Grant
Total funding
$300K
Headquarters
Seattle, WA
Founded
1975

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