Senior Analyst, Perception Analytics & Insights
Core
Enables high-impact insight generation for the Perception Analytics group by driving advanced analytics across internal and external (social/digital) data sources, leveraging AI/ML techniques to extract meaningful signals from unstructured data.
Role type
Senior IC data analyst (AI/ML & Perception Analytics)
Builds
Scalable analytical approaches, AI-enabled insights, and decision-support frameworks for business stakeholders.
Domain
Life Sciences / Healthcare Analytics / AI & Machine Learning
Deliverable
production ML models
Required skills
Python, SQL, Machine Learning, Predictive Analytics, Large Language Models (LLMs), Thematic Synthesis, Vector Search, Semantic Modeling, LLMOps
Preferred skills
R, Power BI, NLP, Agentic AI frameworks, Knowledge-grounded querying (RAG)
Technologies
Databricks, Spark, LLMs, RAG, Power BI
Responsibilities
Partner with stakeholders to shape and deliver advanced analytics and AI-led approaches; Work with large-scale structured and unstructured datasets to uncover insights; Apply predictive modeling to identify patterns and support strategic decisions; Leverage LLMs for knowledge synthesis and narrative development; Enable analytics-driven AI use cases like intelligent assistants; Shape and maintain semantic layers and taxonomies; Define evaluation approaches to assess quality and mitigate bias; Collaborate with data engineering teams for scalable workflows; Translate complex analyses into actionable insights for executive audiences.
Seniority
Senior, hands-on IC