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# AI Solutions Analyst

- **Company:** Public Consulting Group
- **Location:** Dover, DE, United States
- **Experience:** Experienced
- **Salary:** $56,000.0 - $115,000.0
- **Contract:** Permanent contract
- **Skills:** Application Programming Interfaces (APIs), Artificial Intelligence, Amazon Web Services, Microsoft Azure, Performance Tuning, Data Streaming, Systems Architecture, Systems Integration, Large Language Models, Multi-Agent Systems, Automation Anywhere
- **Published:** August 27, 2026
- **Apply:** https://dejobs.org/x/x/E0599DAA621E48A3BF61F16F97F4F87B/job/

## About the Role

* Strong communication skills
 * 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 comfort reading distributions - sufficient to design representative evaluation test sets and interpret results
 * Hands-on experience iterating on prompts/instructions for LLM-based systems in a production or near-production setting
 * Working knowledge of AI systems, including behavior, limitations, and agentic workflows
 * Practical understanding of model selection tradeoffs, context/cost constraints, and agentic workflow limitations beyond prompt-level interaction with frontier models
 * Technical understanding of system architecture, data flows, APIs, and integrations

Preferred Qualifications

 * Experience supporting public-sector or compliance-driven programs
 * Familiarity with AI implementation patterns such as RAG and multi-agent workflows
 * Exposure to cloud platforms (AWS Bedrock preferred, Azure acceptable)
 * Familiarity with AI risks: bias, hallucination, explainability
 * Familiarity with compliance-driven delivery environments, including responsible AI practices, federal or state regulatory requirements, or structured governance frameworks

## Description

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 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


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