Public Sector AI Solutions Analyst

Public Consulting Group; Northern (KY); Hybrid; USD 56,000 - 115,000; Full time

Benefits offered by this job

Medical and dental care benefits

401k

PTO

Parental leave

Bereavement leave

Job summary

Public Consulting Group (PCG) seeks an AI Solutions Analyst to support design, delivery, and monitoring of AI-enabled solutions within state government environments.

This role bridges client-facing requirements work with hands-on responsibility for how the AI system actually performs—translating policy and program needs into structured requirements, and using evaluation data to diagnose and improve system output quality.

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 positive/negative distinction, and distributions.
• Hands-on experience iterating on prompts/instructions for LLM-based systems in production or near-production.
• Working knowledge of AI systems, including behavior and agentic workflows.
• Practical understanding of model selection tradeoffs, context/cost constraints, and agentic workflows beyond prompt-level interaction with frontier models.
• Technical understanding of system architecture, data flows, APIs, and integrations.

Responsibilities

• Client Engagement & Requirements Facilitation
• 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
• AI Solution Design & Tuning Support
• 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 (LTC, ADB, etc.)
• Analyze evaluation results using basic statistical reasoning—error rates, false positive/negative patterns, distribution of failure modes—to identify where and why the system underperforms
• 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
• Delivery & Operations Support
• Support broader program operations as needed—process design, cross-workstream coordination, and other work that helps scale delivery beyond a single engagement

Skills

Strong communication skills

Client-facing experience

Structured deliverables

Prompts for LLMs

Statistical reasoning

AI systems knowledge

Agentic workflows understanding

Education

Bachelor's degree

Tools

AWS Bedrock

Azure

APIs & data flows

Job description

Public Consulting Group (PCG) seeks an AI Solutions Analyst to support design, delivery, and monitoring of AI-enabled solutions within state government environments.

This role bridges client-facing requirements work with hands-on responsibility for how the AI system actually performs—translating policy and program needs into structured requirements, and using evaluation data to diagnose and improve system output quality.