Applied AI Engineer, Clinical Informatics
US: Boston MA Lilly Seaport Innovation Center, United States
USD 181K-283K Senior-level Full Time
Tasks
- Build AI and machine learning systems for clinical and biobank data
- Build pipelines for SDTM and ADaM secondary research
- Conduct cross trial integrative meta analytic analyses
- Connect to large scale biobank cohorts for external validation
- Deploy unsupervised and self supervised learning for latent patient archetypes
- Develop agentic AI applications for natural language interaction with clinical data
- Ensure HIPAA GDPR and IRB compliance
- Establish reproducible research data management with data versioning
- Evaluate model performance safety and reliability
- Extract adverse event signals from clinical notes using NLP
- Harmonize heterogeneous trial and biobank datasets
- Identify trial subgroup effects and treatment heterogeneity
- Implement RAG pipelines with biomedical ontologies
- Reconstruct patient longitudinal trajectories for disease progression modeling
- Train survival models and dynamic treatment regime estimators
Perks/Benefits
- N/A
Skills/Tech-stack
ADaM | AWS | Azure | Biomedical Ontology | CDISC | Causal Inference | Clustering | Containerization | Contrastive Learning | Data Versioning | Deep learning | Differential Privacy | Electronic Health Records | FHIR Genomics | Federated Learning | Fine Tuning | Foundation Models | GCP | GDPR | Generative AI | Graph Machine Learning | HIPAA | HL7 FHIR | HL7 FHIR Genomics | HPC | Health Records | High Performance | High-Performance Computing | IRB | Knowledge graphs | Language Models | Language Processing | Large Language Models | Machine Learning | Model Governance | NLP | Natural Language | Natural Language Processing | OMOP-CDM | Ontology Driven Reasoning | Performance Computing | Python | R | RAG | Representation Learning | SDTM | SQL | Secure Computation | Self-Supervised Learning | Self-supervised | Supervised Learning | Survival analysis | Uncertainty monitoring | Unsupervised Learning
Education
Roles
AI Engineer | Applied AI Engineer | Clinical Data Scientist | Data Scientist | Engineer | Scientist
Regions
Countries
States
Cities
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