AI Solutions Analyst - Public Sector Impact & Evaluation

Public Consulting Group; Dover (DE); On-site; USD 56,000 - 115,000; Full time

Job summary

Public Consulting Group in the United States is seeking an AI Solutions Analyst to design, deliver, and monitor AI-enabled solutions within state government environments. This role bridges client-facing requirements work with hands-on responsibility for how the AI system performs—translating policy needs into structured requirements and using evaluation data to diagnose and improve output quality.

The ideal candidate combines business analysis discipline with practical fluency in enterprise

Qualifications

• Bachelor’s degree from an accredited institution.
• 4+ years of experience as a Business Analyst, Solutions Analyst, or Consultant.
• Experience translating complex needs into structured deliverables.
• Client-facing experience in requirements sessions and workshops.
• Working knowledge of basic statistics (sample sizes, error rates, false positives/negatives).
• Hands-on experience iterating on prompts/instructions for LLM-based systems.
• Working knowledge of AI systems, including agentic workflows.
• Technical understanding of system architecture, data flows, APIs, and integrations.

Responsibilities

• Support and lead client requirements sessions and discovery discussions.
• Translate policy and operational workflows into structured requirements.
• Serve as a bridge between stakeholders and technical teams.
• Support design of AI-enabled solutions and define use cases.
• Develop and document AI workflows.
• Design evaluation test sets with attention to sample size and representativeness across case types.
• Analyze evaluation results using basic statistical reasoning to identify underperformance.
• Iterate on prompts and instructions to address root causes identified through evaluation analysis.
• Identify tradeoffs related to performance, cost, token usage, and explainability.
• Partner with technical leads on tuning cycles within established review and sign-off processes.
• Support broader program operations as needed.

Skills

Client-facing experience

Translating complex needs

Prompt/instruction iteration

AI systems knowledge

System architecture & APIs

Education

Bachelor’s degree from an accredited institution

Job description

Public Consulting Group in the United States is seeking an AI Solutions Analyst to design, deliver, and monitor AI-enabled solutions within state government environments. This role bridges client-facing requirements work with hands-on responsibility for how the AI system performs—translating policy needs into structured requirements and using evaluation data to diagnose and improve output quality.

The ideal candidate combines business analysis discipline with practical fluency in enterprise