Remote AI Solutions Analyst for Enterprise Impact

Public Consulting Group; Nashville (TN); On-site; USD 100,000 - 120,000; Full time

Job summary

Public Consulting Group is seeking an AI Solutions Analyst to design, deliver, and monitor AI-enabled solutions within state government environments. You will translate policy and program needs into structured requirements and measure system performance against evaluation data to drive improvements, balancing performance, cost, and explainability in real-world constraints.

The role blends business analysis with hands-on fluency in enterprise AI, requiring strong client engagement, clear

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 for designing evaluation test sets.
• Hands-on experience iterating prompts/instructions for LLM-based systems.
• Working knowledge of AI systems, including behavior and 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 — error rates and distributions
• Iterate on prompts and instructions to address root causes identified through evaluation analysis
• Identify tradeoffs related to performance, cost, and explainability
• Partner with technical leads on tuning cycles within established review and sign-off processes
• Support broader program operations to scale delivery

Skills

Strong communication skills

4+ years experience

Client-facing requirements sessions

Statistics basics

LLM prompts iteration

AI systems & agentic workflows

System architecture & APIs

Education

Bachelor’s degree

Tools

AWS Bedrock

Azure

Job description

Public Consulting Group is seeking an AI Solutions Analyst to design, deliver, and monitor AI-enabled solutions within state government environments. You will translate policy and program needs into structured requirements and measure system performance against evaluation data to drive improvements, balancing performance, cost, and explainability in real-world constraints.

The role blends business analysis with hands-on fluency in enterprise AI, requiring strong client engagement, clear