Emily Mitchum
- Role
- Data Scientist (Gs-13) at GSA
- Location
- Washington, DC, US
- LinkedIn followers
- 500 followers
About Emily Mitchum
Senior Data Scientist with 4.5+ years of experience delivering high-impact analytics…
Experience
Data Scientist (Gs-13)
Aug 2025 — Present · Washington, DC, US
Serve as a senior internal data consultant, partnering with program leaders, HR, acquisition professionals, and executives to define analytical questions, design data solutions, and translate complex findings into clear, decision-ready insights using Python, Javascript, SQL, and cloud platforms- Led the modernization of the Personnel Action Request (PAR) process, transforming a manual Google Sheet and email-based workflow into a secure, analytics-enabled application. Guided requirements discovery, feature scoping with stakeholders, UAT, and user-training while designing workflows and status tracking that improved transparency, reduced manual coordination, and gave leadership visibility into request volume, bottlenecks, and approval timelines- Built analytics-driven automation tools (email systems, document generation, and workflow applications) that collectively save 200+ hours annually, reduce error risk, and improve trust in customer-facing data products. Emphasized human-in-the-loop design, robust logging, and clear user documentation to support sustainable adoption- Led data discovery and analytic design for LaborMatchIQ, an enterprise-level pilot testing retrieval-augmented generation (RAG) for labor category alignment. Developed a prototype model pipeline with similarity modeling using text embeddings and cosine similarity, integrating BLS data, SOC classifications, and internal labor catalogs to support scalable market research and pricing analysis.
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