Overview We are seeking a Data Scientist to support legal data workflows across the full eDiscovery lifecycle. This role works closely with legal, compliance, and investigations teams to manage, analyze, and prepare data for internal investigations, litigation, and regulatory matters. The role focuses on hands‑on work in Relativity and Microsoft Purview, with an emphasis on data processing, analytics, and review readiness. Key Responsibilities Support legal holds and preservation workflows across Microsoft 365 and other enterprise systems Assist with internal investigations, litigation, and regulatory matters by identifying, collecting, and preparing data Process and manipulate large datasets for eDiscovery, including filtering, deduplication, and data normalization Perform search term analysis and inclusive data segregation Support analytics workflows, including content grouping, clustering, and review prioritization Prepare data for attorney review, including workspace setup, batching, and reporting Support document review and production workflows, ensuring defensible and repeatable processes Generate metrics and reporting related to data volumes, processing results, and review status Collaborate with legal, IT, and compliance stakeholders to refine data strategies and workflows Tools & Platforms Microsoft Purview (eDiscovery Premium) Relativity (processing, analytics, review, and production) Microsoft 365 data sources (Exchange, Teams, SharePoint, OneDrive) Large structured and unstructured datasets Required Skills Strong ability to work with large datasets and understand how data is structured Experience analyzing, filtering, and preparing data for downstream use Comfort working in legal or regulated environments Ability to explain data findings clearly to non‑technical audiences Strong attention to detail and process discipline Ability to manage multiple data requests and investigations at the same time Willingness to learn and adapt to new tools and workflows Preferred Experience Experience with eDiscovery or legal data workflows Familiarity with Relativity and/or Microsoft Purview Experience supporting investigations, litigation, or compliance matters Background in data analysis, data science, analytics, or information governance