Description & Requirements
The Somatic Mosaicism across Human Tissues (SMaHT) Network was established by the NIH to catalog somatic genetic variation across human tissues and discover its patterns, causes and consequences. This effort includes all classes of somatic mutation: single nucleotide variants, short insertions and deletions, structural variants and other large chromosomal aberrations. The somatic mutation catalog will enable downstream analyses, such as rates and burdens of mutations across tissues, mutational signature analysis, driver mutations and clonal expansions, and lineage tracing.
The Broad Institute is one of five Genome Characterization Centers (GCCs) within the Network and is tasked with delivering the sequencing data underpinning this somatic mutation catalog. In conjunction with this effort, we are looking for a highly motivated and talented individual with a computational or software engineering background to join these efforts and to lead data curation and analyses for this ambitious 5-year project. Some of our recent work includes Coorens et al., Nature 2021 and GTEx Consortium, Science 2020).
The successful candidate will join an interdisciplinary team working with an unprecedented set of data from a wide range of human tissues and donors, including extensive deep short- and long-read whole-genome sequencing data as well as RNA and duplex sequencing data. The scope of this project provides unique opportunities for developing novel analytical methods for data QC, integration, detection of somatic mutations, multi-tissue analyses, and integration with transcriptomic data.
Overall Responsibility The successful candidate will oversee the implementation of experimental work plans, pipelines for data processing, organization, and analysis, and contribute to budgetary and logistical considerations. In addition, this individual is expected to be able to clearly communicate scientific details, results and strategic considerations to others within the team and the SMaHT network at large. This role will require strategic coordination of multiple groups at the Broad Institute (others in the Genomics and Data Sciences Platforms) and within the SMaHT Network. This individual will serve as a key contact for project leaders, collaborators of the project (specifically the Data Analysis Center), and other staff.
PRINCIPAL DUTIES AND RESPONSIBILITIES
- Design and execute data QC and analysis strategies involving multimodal human tissue datasets, and specifically lead whole-genome short and long-read sequencing data, RNA sequencing, and somatic mutation analyses.
- Together with others, develop new methodologies and/or evaluate new methods for integrative analysis of genomic data.
- Apply or develop state-of-the-art computational tools and pipelines to a) assess data quality, b) integrate diverse data types and metadata, and c) detect somatic mutations and subsequent downstream analyses.
- Collaborate with internal technology development efforts for the application of high-throughput multiomic mapping strategies to diverse biological models.
- Present ideas and results to the multi-disciplinary members of the SMaHT Network. Prepare written reports and presentations for internal use as well as presentations at conferences.
QUALIFICATIONS
- PhD in Genomics, Computer Science, Physics, Statistics, Math, Engineering, or a related quantitative discipline is required with 0+ years of experience.
- Experience with computational analysis, algorithm development, and statistics.
- Substantial experience analyzing genomic data, preferably whole-genome short and long-read sequencing, is required.
- Proficiency in at least one modern programming language. Experience with a scientific programming environment, such as Python, Julia, R or MATLAB, is preferred.
- Proficient in design and application of analysis pipelines, and able to quickly learn and adapt computational tools for novel analyses. Experience with cloud computing is a plus.
- Strong communication skills, with ability to effectively communicate with specialists and non-specialists.
- Background in genetics or biology is a plus.
The expected base pay range for this position as listed above is based on a 40 hour per week schedule. Broad provides pay ranges representing its reasonable and good faith estimate of what the organization reasonably expects to pay for a position at the time of posting. Actual compensation will vary based on factors including but not limited to, relevant skills, experience, education, qualifications, and other factors permissible by law.
At Broad, your base pay is just one part of a comprehensive total rewards package. From day one, this role offers a competitive benefits package including medical, dental, vision, life, and disability insurance; a 401(k) retirement plan; flexible spending and health savings accounts; at least 13 paid holidays; winter closure; paid time off; parental and family care leave; and an employee assistance program, among other Broad benefits.
The Broad Institute is an equal opportunity employer. All qualified applicants will receive consideration for employment without regard to race, national origin, religion, age, color, sex, disability, protected veteran status, or any other characteristic protected by local, state, or federal laws, rules, or regulations.
Should you need a reasonable accommodation to complete the application or interview process, please contact recruiting@broadinstitute.org for assistance.
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