Staff Data Scientist, ICS Data Science - Expert Experiences
Category Data Location Mountain View, California Job ID 23039
USD 194K-262K Senior-level Full Time
Tasks
- Apply hierarchical Bayesian modeling
- Build automated opportunity sizing models
- Co create expert experiences AI strategy
- Conduct causal discovery and causal graph modeling
- Define and build intelligence system for expert journey
- Design and implement tiered metric system
- Develop behavioral modeling on clickstream data
- Develop reusable analytical frameworks across business units
- Establish causal relationships to business outcomes
- Execute randomized controlled trials for causal impact
- Guide phased testing and rollout of AI native experiences
- Identify and quantify friction in expert workflow
- Mentor junior employees and share technical standards
- Perform anomaly detection for friction identification
- Provide guidance on expert data layer gaps and data architecture alignment
Perks/Benefits
- N/A
Skills/Tech-stack
Anomaly Detection | Bayesian Modeling | Behavioral Modeling | Causal Discovery | Causal Graphs | Causal Inference | Clickstream analytics | Fine Tuning | Generative AI | Hierarchical Bayesian | Hierarchical Bayesian Modeling | Language Models | Large Language Models | Machine Learning | Predictive Modeling | Prompt Optimization | Python | R | Randomized-Controlled Trials | SQL | Statistical modeling
Education
Roles
Regions
Countries
States
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