IMU Biosciences

Full-stack Engineer

• Execute automated cell annotation workflows on large-scale cytometry datasets
• Generate cell membership files, cell subset ratio tables, and automated outlier quality-control reports
• Apply locked automated gating ensembles across cross-validation and evaluation partitions
• Track and record per-patient gating exposure metrics
• Establish and lock baseline models and numerical stability criteria for flow cytometry feature extraction pipelines
• Manage the formal model lifecycle registry, including versioning, freezing, and locking gating ensembles and candidate predictive models
• Refit shortlisted machine learning models on expanded cohorts and execute final model freezing before blinded clinical evaluations
• Commit versioned code, pin Conda/Docker environment specifications, and log random seeds and model hyperparameters
• Serve as a primary code reviewer across the computational pipeline
• Enforce data leakage controls, data integrity checks, and modular coding standards
• Participate in Independent Method Reviews, traceability audits, and regulatory compliance verification
• Interface with Machine Learning Engineers, Biostatisticians, and Clinical Scientists
• Report directly to the Lead Data Scientist

Explore Bioinformatics Software Engineer at IMU Biosciences. Review requirements and application details.