Associate Director, Commercial AI and Advanced Analytics- Immunology
Tasks
- Build and run marketing mix modeling pipelines
- Define key business questions framework
- Deliver advanced marketing mix modeling
- Develop Bayesian marketing analytics models
- Document assumptions methods and limitations
- Drive end user adoption through training and enablement
- Ensure model explainability and auditability
- Lead model reviews and audits
- Maintain data privacy and AI governance compliance
- Operationalize always on analytics pipelines
- Partner with marketing brand omnichannel field and finance stakeholders
- Perform causal inference incremental measurement
- Present insights for brand planning and optimization
- Support UAT for analytics or AI platforms
- Translate model outputs into business recommendations
Perks/Benefits
Skills/Tech-stack
Adstock | Agile | Bayesian | Carryover | Causal Inference | Data Pipelines | Databricks | Feature Engineering | Geo-experiments | Hierarchical modeling | Incrementality Measurement | Lifecycle Management | MLOps | Matched Market | Matched market tests | Model Lifecycle | Model Lifecycle Management | Nonlinear Optimization | Python | R | SQL | Saturation modeling | Snowflake | Synthetic control | Uplift Modeling | Version control
Education
Regions
Countries
States
Cities
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