Principal Data Scientist – R&D DSDH - Preclinical Sciences & Translational Safety (PSTS)
ES022 Janssen Madrid, Spain
EUR 64K-102K (estimate) Senior-level Full Time
Tasks
- Build predictive models for PK PD
- Build scalable data pipelines
- Create AI ready standardized datasets
- Detect safety signals
- Develop and deploy machine learning models
- Develop model deployment pipelines
- Enhance cross study comparability with metadata and quality checks
- Implement representation learning models
- Interpret toxicology and DMPK context
- Perform multivariate analytics
- Transform raw experimental data
- Translate study designs into computational requirements
- Validate and govern machine learning models
Perks/Benefits
- N/A
Skills/Tech-stack
AWS S3 | Artificial Intelligence | CDISC | Cloud Computing | Data Engineering | Data Pipelines | Data Quality | Data Standardization | Exposure-response | Exposure-response modeling | In Vitro Assays | In vitro | In vivo | In vivo studies | Knowledge graphs | Machine Learning | Model Deployment | Model Validation | Multivariate analysis | Ontologies | PD modeling | PK/PD | PK/PD Modeling | Pharmacodynamics | Pharmacokinetics | Python | R | Redshift | Representation Learning | Response Modeling | SEND | SQL | Semantic Technologies | Snowflake | Toxicology | Version control | Workflow Orchestration
Education
Roles
Data Scientist | Principal | Principal Data Scientist | Scientist
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