Laboratory/Department: Integrative Biology Laboratory
The McVicker laboratory studies how human genetic variation affects gene regulation by combining experimental approaches with computational analyses. We are especially interested in identifying pathogenic regulatory variants that act in immune cells and cancer cells. Currently, we are developing new tools to discover somatic regulatory mutations in cancer genomes, and manipulating cell lines with high-throughput CRISPR technologies to discover new regulatory sequences. In much of our research, we develop sophisticated computational and statistical methods so that we can extract subtle signals from noisy experimental data.
Quantitative trait mapping of single cell gene expression and chromatin traits
The McVicker Laboratory at the Salk Institute for Biological Studies is seeking a postdoctoral fellow to tackle cutting-edge research problems in genetics, gene regulation and chromatin biology. The successful candidate will develop new statistical and computational methods to map single cell gene expression and chromatin traits and will have the opportunity analyze large single-cell ATAC-seq and single-cell RNA-seq datasets. These datasets are being collected by our collaborators at UCSD, and will be used to better understand the genetic basis of complex diseases including opioid addiction and type 1 diabetes.
Applicants should have a strong quantitative background and must have, or expect to receive, a Ph.D. in a relevant discipline (Genetics, Computer Science, Statistics, Bioinformatics, etc.).
- Experience with Python or other scripting language
- Experience in R or other data analysis language
- Experience in statistics and/or machine learning
- Proficiency in Unix / Linux
- Proficiency in scientific writing and communication
- Contributions to published papers/preprints
- Strong interest in biology, chromatin, and gene regulation
- Experience with bioinformatics tools / software
- Experience with next-generation sequencing data
- Experience with single-cell genomics
- Experience with C/C++ or other compiled programming language
- Ability to work closely with collaborators from diverse backgrounds
- Interest in complex human traits, especially diabetes or addiction, using human samples and animal models of disease
Email Dr. Graham McVicker at firstname.lastname@example.org with your CV, a brief cover letter describing your background and research interests, and contact information for 2-3 references.
We are committed to diversity in science. The Salk Institute for Biological Studies is an Equal Opportunity Employer.
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