Principal Data Scientist – R&D DSDH - Preclinical Sciences & Translational Safety (PSTS)
ES022 Janssen Madrid, Spain
EUR 72K-137K (estimate) Senior-level Full Time
Tasks
- Apply model governance validation and versioning
- Build and maintain scalable data pipelines
- Design modeling strategies with scientific SMEs
- Develop and deploy machine learning models for safety signal detection
- Develop evaluation and deployment pipelines for machine learning models
- Enhance cross study comparability with standardized terminologies and metadata
- Interpret toxicology and PKPD context for computational requirements
- Perform representation learning predictive modeling and multivariate analytics
- Transform raw experimental outputs into analysis ready datasets
Perks/Benefits
- N/A
Skills/Tech-stack
ADME DMPK | AWS S3 | Amazon Redshift | CDISC | Cloud Computing | Data Engineering | Data Pipelines | Data Validation | In vivo | In vivo studies | Knowledge graphs | Machine Learning | Model Governance | Multivariate analytics | Ontology integration | Pharmacodynamics | Pharmacokinetics | Predictive Modeling | Python | R | Representation Learning | SEND | SQL | Snowflake | Toxicology | Version control | Workflow Orchestration
Education
Roles
Data Scientist | Principal | Principal Data Scientist | Scientist
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