Senior Analyst, Perception Analytics & Insights
Core
Senior Analyst driving advanced analytics and AI/ML techniques to generate insights from structured and unstructured data (clinical, digital, publications) for business decision-making.
Role type
Senior IC data analyst (AI/ML & Perception Analytics)
Builds
Scalable analytical workflows, AI-enabled insight discovery (RAG, LLMs), and semantic layers for the Perception Analytics group.
Domain
Healthcare / Life Sciences / Data Analytics
Deliverable
production ML models
Required skills
Python, SQL, Machine Learning, Predictive Analytics, Large Language Models (LLMs), Retrieval-Augmented Generation (RAG), Vector Search, Semantic Modeling, LLMOps
Preferred skills
Power BI, NLP, Text Analytics, Agentic AI frameworks, Data Engineering collaboration
Technologies
Databricks, Spark, LLMs, RAG, Power BI
Responsibilities
Partner with stakeholders to shape AI-led analytics approaches; Analyze large-scale structured and unstructured datasets to uncover insights; Apply predictive modeling and AI techniques to identify patterns; Leverage LLMs for thematic analysis and narrative development; Enable analytics-driven AI use cases (knowledge-grounded querying, intelligent assistants); Define evaluation approaches for AI output quality and bias mitigation; Collaborate with data engineering for scalable workflows; Translate complex analyses into actionable insights for executives.
Seniority
Senior, hands-on IC