Staff Engineer, Software
Core
Develop and deploy AI/ML solutions for single-cell VDJ sequencing data analysis to advance antibody development and personalized medicine.
Role type
Staff Engineer, Computational Immunologist (Single-cell analysis)
Builds
Computational analysis pipelines for high-throughput single-cell VDJ data processing and antibody development tools
Domain
Biotechnology / Computational Immunology / Single-cell genomics
Deliverable
production ML models
Required skills
Single-cell VDJ sequencing data analysis, Python, SQL, Machine Learning (scikit-learn, TensorFlow, Pytorch), Cloud platforms (AWS, Azure), Big data technologies (Spark, Databricks), Statistical analysis, ETL processes, Git, Knowledge graph querying
Preferred skills
Multimodal-omics data integration, Recombinant antibody production knowledge, Open-source contributions, Research publications
Technologies
Python, SQL, scikit-learn, TensorFlow, PyTorch, AWS, Azure, Spark, Databricks, Git
Responsibilities
Design next-generation computational analysis pipelines for single-cell VDJ data, Conduct original research on affinity maturation and antibody developability, Build and provision data infrastructure for antibody development, Partner with scientists to translate research ideas into prototypes, Publish and present research at top-tier venues while deploying tools into production systems
Seniority
Staff, hands-on IC with strategic impact
