JobMesh

AI/ML Data Scientist

Guidehouse · Arlington, Virginia, US

Job Family : Data Science Consulting Travel Required : Up to 25% Clearance Required : Ability to Obtain Public Trust What You Will Do : - Partner with stakeh...

Job description

Job Family: Data Science Consulting Travel Required: Up to 25% Clearance Required: Ability to Obtain Public Trust What You Will Do: - Partner with stakeholders to define and deliver AI/analytics use cases, translating business needs into scalable data science solutions. - Design and develop machine learning models and analytical approaches to support search, discovery, and insight generation across structured and unstructured data. - Build and implement NLP, semantic search, and entity resolution capabilities to enable advanced information retrieval and relationship analysis. - Leverage document-based data (e.g., OCR/ICR outputs, metadata, and free text) to extract insights and support downstream analytics and search solutions. - Collaborate with data engineers to integrate models into production environments, including Palantir Foundry, Databricks, and AWS-based platforms. - Develop model evaluation frameworks, confidence scoring, and explainability approaches to ensure transparency and usability of AI outputs. - Support development of analytics, reporting, and dashboards to drive operational insights and decision-making. - Operate within an Agile delivery model, contributing to s...