Postdoctoral Positions in Computational Genomics
Postdoctoral positions are available in Dr. Adam Siepel’s research group in its new location at the Simons Center for Quantitative Biology at Cold Spring Harbor Laboratory, starting in September, 2014.
The Siepel group specializes in the development of probabilistic models, algorithms for inference, prediction methods, and application of these methods in large-scale genomic data analysis. Of particular interest is research relevant to existing, NIH-supported projects in (1) human population genomics, including demography inference using Bayesian coalescent-based methods, inference of natural selection on regulatory and other noncoding sequences, and prediction of fitness consequences for noncoding mutations; and (2) transcriptional regulation in mammals and Drosophila, including the estimation of rates and patterns of transcriptional elongation from GRO-seq data, prediction of transcription factor binding sites from DNase-seq data, and regulatory network inference based on joint patterns of transcription and binding in inducible systems. The research on transcriptional regulation will continue to be carried out in close collaboration with Dr. John Lis at Cornell University.
Relevant recent papers include the following:
Rasmussen MD, Hubisz MJ, Gronau I, Siepel A. Genome-wide inference of ancestral recombination graphs. PLOS Genet. 10(5): e1004342, 2014.
Freedman AH, Gronau I, Schweizer RM, Ortega-Del Vecchyo D, Han E, et al. (30 co-authors). Genome sequencing highlights the dynamic early history of dogs. PLOS Genet. 10(1):e1004016, 2014.
Capra JA, Hubisz MJ, Kostka D, Pollard KS, Siepel A. A model-based analysis of GC-biased gene conversion in the human and chimpanzee genomes. PLOS Genet. 9(8):e1003684, 2013.
Arbiza L, Gronau I, Aksoy BA, Hubisz MJ, Gulko B, Keinan A, Siepel A. Genome-wide inference of natural selection on human transcription factor binding sites. Nature Genetics 45(7):723-729, 2013.
Danko CG, Hah N, Luo X, Martins AL, Core L, Lis JT, Siepel A, Kraus WL. Signaling pathways differentially affect RNA polymerase II initiation, pausing, and elongation rate in cells. Mol. Cell 50(2):212-222, 2013.
Gronau I, Arbiza L, Mohammed J, Siepel A. Inference of natural selection from interspersed genomic elements based on polymorphism and divergence. Mol. Biol. Evol. 30(5):1159-1171, 2013.
Guertin MJ, Martins AL, Siepel A, Lis JT. Accurate prediction of inducible transcription factor binding intensities in vivo. PLOS Genetics, 8(3):e1002610, 2012.
Gronau I, Hubisz MJ, Gulko B, Danko CG, Siepel A. Bayesian inference of ancient human demography from individual genome sequences. Nature Genetics 43(10):1031-1034, 2011.