9 дней назад
Senior Bioinformatics Scientist - III (Genomics)
213 800 - 220 500$
Мэтч & Сопровод
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Описание вакансии
Текст:
TL;DR
Senior Bioinformatics Scientist - III (Genomics): Analyzing human genetic, genomic, and multi-omics datasets to support target identification, patient stratification, and biomarker discovery with an accent on statistical genetics, machine learning, and reproducible computational workflows. Focus on integrating high-dimensional biological data, conducting GWAS and QTL analyses, developing interpretable predictive models, and managing large-scale genomic datasets in high-performance computing and AWS environments.
Location: Onsite in Cambridge, Massachusetts; fully remote work is not available.
Salary: $213,800–$220,500 annually.
Company
provides staffing and contractor placement services for technical and scientific roles.
What you will do
- Query, acquire, harmonize, and quality-control genetic, genomic, and multi-omics datasets from public databases and large biobanks.
- Perform genotype imputation, variant calling, genomic annotation, GWAS, PheWAS, rare-variant testing, fine-mapping, colocalization, polygenic scoring, and Mendelian randomization.
- Conduct eQTL, sQTL, and pQTL analyses and investigate population variation, ancestry, linkage disequilibrium, and relatedness.
- Develop, benchmark, and validate machine learning models for variant-effect prediction, patient stratification, biomarker prediction, and treatment-response prediction.
- Integrate transcriptomics, epigenomics, proteomics, single-cell, and spatial omics data to generate biological and disease insights.
- Create documented, version-controlled, and reproducible workflows for computational analysis.
Requirements
- Ph.D. required in genetics, genomics, statistical genetics, computational biology, or a related field; candidates whose highest degree is a BS or MS are not eligible.
- At least 5 years of experience in genetic data analysis.
- Strong knowledge of variant analysis, GWAS, QTL mapping, population genetics, genomic annotation, and statistical genetics.
- Experience applying machine learning to high-dimensional biological data, including feature engineering, model selection, validation, cross-validation, and bias control.
- Hands-on experience integrating genetic data with transcriptomics, proteomics, and epigenomics.
- Proficiency in R, Python, and Bash, plus experience with high-performance computing, AWS IAM and S3, and reproducible analysis practices.
Nice to have
- Experience with large biobank datasets such as UK Biobank, All of Us, FinnGen, or electronic health record-linked cohorts.
- Experience with deep learning for genomics, sequence-based models, or variant-effect prediction.
- Familiarity with single-cell and spatial transcriptomics, drug target identification, target validation, or biomarker discovery.
- Experience with Nextflow, Snakemake, Docker, or Singularity.
Culture & Benefits
- Work independently and collaboratively in a dynamic research environment.
- For temporary assignments lasting 13 weeks or longer, medical, dental, vision, 401(k), and statutory sick pay may be available.
- Reasonable accommodations are provided during the employment process.
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