
Postdoc Data Science, Oncology
Johnson & Johnson
full-time
Posted on:
Location Type: Hybrid
Location: Spring House • Massachusetts • New Jersey • United States
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Salary
💰 $95,000 per year
Tech Stack
About the role
- Perform comprehensive computational analyses of single-cell and spatial transcriptomics datasets to characterize the tumor microenvironment in bladder cancer
- Apply advanced statistical and machine-learning methods to identify biomarkers, immune cell states, and biological mechanisms associated with BCG immunotherapy response
- Integrate multi-modal datasets, including scRNA-seq, spatial transcriptomics, bulk RNA-seq, proteomics, and clinical metadata, to achieve a systems-level understanding of tumor–immune interactions
- Incorporate imaging and pathological covariates alongside molecular data to generate clinically interpretable insights and inform treatment strategies
- Lead the synthesis of computational findings into clear, compelling scientific narratives and drive manuscript preparation for submission to high-impact journals
- Collaborate closely with experimental scientists and clinical teams to interpret results, refine hypotheses, and guide translational research directions
- Present findings internally and externally at scientific meetings and seminars.
Requirements
- PhD in Computational Biology, Bioinformatics, Data Science, Systems Biology, Biostatistics, or a related quantitative discipline
- Strong experience analyzing high-dimensional omics data (e.g., single-cell RNA-seq, spatial transcriptomics, bulk RNA-seq)
- Proficiency in computational programming languages such as R and/or Python
- Demonstrated ability to work independently on complex data analysis projects and communicate results clearly
- Strong scientific writing skills and a track record for first-author publications.
Benefits
- medical, dental, vision, life insurance
- short- and long-term disability
- business accident insurance
- group legal insurance
- consolidated retirement plan (pension)
- savings plan (401(k))
- Vacation - up to 120 hours per calendar year
- Sick time - up to 40 hours per calendar year; up to 56 hours per calendar year for employees who reside in the State of Washington
- Holiday pay, including Floating Holidays - up to 13 days per calendar year
- Work, Personal and Family Time - up to 40 hours per calendar year
Applicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills & Tools
computational analysissingle-cell RNA-seqspatial transcriptomicsbulk RNA-seqproteomicsstatistical methodsmachine learningdata analysisRPython
Soft Skills
scientific writingcommunicationindependent workcollaborationhypothesis refinementpresentation skills
Certifications
PhD in Computational BiologyPhD in BioinformaticsPhD in Data SciencePhD in Systems BiologyPhD in Biostatistics