Staff Data Scientist, ML (People Analytics & Insights)
Core
Building predictive workforce intelligence and AI-driven analytics to optimize talent acquisition, retention, and organizational performance.
Role type
Staff Data Scientist (People Analytics & Insights)
Builds
Predictive workforce models, unified employee lifecycle data models, and real-time sentiment listening frameworks.
Domain
Finance / People Analytics / Organizational Psychology
Deliverable
production ML models | dashboards & analysis
Required skills
Python, SQL, Snowflake, BigQuery, dbt, experimental design, A/B testing, psychometrics, language model integration
Preferred skills
Product ownership, statistical validity, unstructured text processing at scale
Technologies
Python, SQL, Snowflake, BigQuery, dbt, LLMs
Responsibilities
Architect unified workforce data models integrating recruiting and performance data; Define metrics dictionary and semantic layers for consistent measurement; Drive data access control and governance frameworks; Redesign employee sentiment architecture for continuous listening; Own product delivery for internal data interfaces; Enforce rigorous statistical standards for predictive models.
Seniority
Staff, technical and strategic anchor
