Senior Data Scientist, Predictive Immune Biomarker Foundation Models
Core
Build and fine-tune foundation models for predictive immune biomarker discovery using multi-omics data.
Role type
Senior IC data scientist (computational immunology)
Builds
Predictive immune biomarkers for patient stratification
Domain
Computational immunology / Multi-omics
Deliverable
production ML models
Required skills
Foundation models, multi-omics analysis, omics integration, R, Python, Bash, HPC, AWS Cloud Services (via careerplan.io/jobs/R412803-1-senior-data-scientist-predictive-immune-biomarker-foundation-models-at-msd)
Preferred skills
Autoimmune disease biology, real-world data processing, spatial transcriptomics, statistical genetics
Technologies
Limma, Seurat, scanpy, CosMx, 10x Visium, OLINK, mass spectrometry, AWS (IAM, S3)
Responsibilities
Build, fine-tune, troubleshoot, and benchmark foundation models; Perform QC and analysis of bulk/single-cell RNA-seq, spatial transcriptomics, and proteomics; Integrate multi-omics datasets including gene/protein expression, spatial transcriptomics, and genotype data; Prepare detailed documentation of analysis methods and results
Seniority
Senior, hands-on IC