AI Solutions Analyst

🕒 September 2

🇺🇸 United States – Remote

💵 $100k - $120k / year

⏰ Full Time

🟡 Mid-level

🟠 Senior

🧐 Business Analyst

Where this job comes from

Posted on Public Consulting Group's careers page, not through a job board

First seen by Remote Rocketship September 2

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Logo of Public Consulting Group

Public Consulting Group

1001 - 5000 employees

Founded 1986

🏥 Healthcare

🍽️ Food & Beverage

📦 Logistics

Healthcare • Food & Beverage • Logistics

Public Consulting Group (PCG) is a leading public sector management consulting and operations improvement firm specializing in partnering with health, education, and human services agencies to enhance their effectiveness and impact. Through its strategic advisory and consulting services, PCG helps schools, state, and municipal agencies streamline their operations, improve programs, meet financial, regulatory, and operational challenges, and ultimately build stronger communities. Emphasizing technology solutions, PCG aids in automating services and achieving strategic goals. Additionally, the company is committed to social impact initiatives, such as fighting food insecurity, and actively participates in workforce development through apprenticeships.

📋 Description

• 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 (LTC, ADB, etc.) • Analyze evaluation results using basic statistical reasoning 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 • Support broader program operations, including process design, cross-workstream coordination, and work that helps scale delivery beyond a single engagement

🎯 Requirements

• 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, including sample sizes, error rates, false positive/negative distinction, and reading distributions • 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 • PCG does not sponsor newly hired foreign national workers for work authorization, including H-1B sponsorship

🏖️ Benefits

• Medical and dental care benefits • 401k • PTO • Parental leave • Bereavement leave

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