Remote AI/ML Data Specialist - RAG & Secure Knowledge

Wintrio LLC; Washington (District of Columbia); On-site; USD 110,000 - 170,000; Full time

Benefits offered by this job

Healthcare

401(k) and Retirement Savings Plan

Paid Time Off

Annual Bonus

Employee Assistance Program (EAP)

Professional development opportunities

Job summary

WINTrio LLC is seeking an experienced AI/ML Data Specialist to design and deploy AI capabilities for data discovery, access, and operational efficiency within a federal context. The role focuses on RAG capabilities, secure knowledge access, and compliance with OMB M-26-04.

Responsibilities include building ingestion pipelines for unstructured content, deploying retrieval-augmented generation with citations, and establishing evaluation metrics and guardrails to ensure accuracy and reliability in

Qualifications

• Experience building RAG pipelines with citation and security trimming.
• Ingest, index, and process unstructured data.
• Define AI evaluation metrics (accuracy, bias, reliability).
• Familiarity with federal AI governance (OMB M-26-04).
• Stakeholder coordination in a regulated environment.

Responsibilities

• Design and deploy AI capabilities to improve data discovery and access.
• Build automated ingestion and indexing pipelines for unstructured content.
• Develop RAG capabilities with secure knowledge access and citations.
• Define evaluation metrics, monitor performance, and enforce guardrails.

Tools

AWS

Job description

WINTrio LLC is seeking an experienced AI/ML Data Specialist to design and deploy AI capabilities for data discovery, access, and operational efficiency within a federal context. The role focuses on RAG capabilities, secure knowledge access, and compliance with OMB M-26-04.

Responsibilities include building ingestion pipelines for unstructured content, deploying retrieval-augmented generation with citations, and establishing evaluation metrics and guardrails to ensure accuracy and reliability in