Post Doc, R&D Immunology - Population Analytics & Insights Job at Johnson & Johnson, Spring House, PA

  • Johnson & Johnson
  • Spring House, PA

Job Description

Johnson & Johnson seeks a postdoctoral scholar in the Data Sciences organization to support immunology drug discovery through computational analysis of multi-modal biological datasets. The role involves developing analytical frameworks integrating genomics, transcriptomics, proteomics, and cellular phenotyping to identify and evaluate drug targets.

Responsibilities

  • Integrate perturbation, ontology and cellular phenotyping data with molecular datasets to enhance target evaluation
  • Apply machine learning and inference methods to link molecular targets to disease states and validate mechanisms
  • Model multimodal data to predict target pathway activity and synergistic effects
  • Analyze phenomic and biobank-level data to identify targets associated with clinical segments and biomarkers
  • Provide analytical consultation and translate computational findings for functional and pharmacological validation

Requirements

  • Ph.D. in quantitative field with strong biological basis (bioinformatics, computational biology, systems biology, or related)
  • Experience analyzing multi-omic data at bulk and single-cell resolution
  • Working knowledge of gene/pathway ontology databases and network analysis approaches
  • Proficient in programming and computational methods with demonstrated delivery ability
  • Self-motivated, innovative team player with strong communication and publication record
  • Preferred: immunology project experience and expertise in perturbation data analysis
  • Preferred: advanced analytical skills (NLP, ML/AI, LLM) and drug discovery experience

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