Business Analyst; AI​/ML Solution Delivery- Hybrid​/Green Cards- Local to DMV

Swingtech delivers innovative Information Technology and Professional Support services to a diverse range of clients across the federal and intelligence communities. With over 15 years of trusted experience as a systems integrator, we apply agile methodologies and deep industry insight to help our customers achieve greater efficiency, compliance, and cost savings. At Swingtech, we’re committed to excellence and long-term success for our clients and our team.

Swingtech Consulting is seeking a Business Analyst to support a newly awarded federal AI/ML solution delivery program. The Business Analyst will work directly with Government product owners, mission stakeholders, subject-matter experts, end users, data owners, and AI engineering teams to translate complex operational needs into clear, testable, and actionable solution requirements.

This role supports the full AI solution lifecycle, from use-case discovery and workflow analysis through backlog development, prototyping, user validation, production release, and continuous improvement. The successful candidate will be comfortable working in an Agile environment where requirements evolve as the team learns more about the mission problem, available data, technical feasibility, user needs, and AI-related risks.

• Partner with Government product owners, mission stakeholders, subject-matter experts, and end users to understand operational objectives, pain points, workflows, policies, and desired outcomes.
• Facilitate discovery sessions, stakeholder interviews, requirements workshops, workflow reviews, and solution demonstrations.
• Document current-state and future-state business processes, decision points, user interactions, data needs, constraints, and dependencies.
• Translate agency priorities and mission needs into clearly defined epics, features, user stories, backlog items, and acceptance criteria.
• Maintain requirements and backlog traceability from the original business need through design, development, testing, user acceptance, release, and follow-up improvements.
• Work with AI/ML engineers, data engineers, developers, architects, security specialists, privacy officials, accessibility personnel, and program leadership to clarify requirements and resolve ambiguities.
• Help the team determine whether a mission problem is appropriate for AI, conventional automation, process improvement, structured search, analytics, or another technical approach.
• Identify the business rules, source data, user roles, permissions, exception paths, human-review requirements, and operational controls required by each use case.
• Support backlog refinement, sprint planning, sprint reviews, demonstrations, retrospectives, and other Agile delivery activities.
• Define measurable business outcomes and support development of success criteria for prototypes, pilots, and production releases.
• Assist technical teams in developing representative use cases, scenarios, test conditions, expected outcomes, and edge cases.