AI Solutions Analyst
Tasks
- Analyze evaluation results with statistical reasoning
- Assess performance cost and explainability tradeoffs
- Bridge stakeholders and technical teams
- Coordinate cross-workstream delivery
- Design AI enabled solution use cases
- Design evaluation test sets
- Develop and document AI workflows
- Facilitate client requirements sessions
- Identify error patterns and failure modes
- Iterate prompts and instructions based on evaluation diagnostics
- Partner on AI tuning cycles
- Support program operations and process design
- Translate policy and operational workflows into structured requirements
Perks/Benefits
Skills/Tech-stack
API Integration | Agent workflows | Agentic Workflows | Bias Mitigation | Business Analysis | Cloud Computing | Cost Optimization | Data Flows | Distribution analysis | Error rate | Error rate analysis | Explainability | False Negative | False Positive | Hallucination detection | LLM Evaluation | Language Models | Large Language Models | Multi-Agent | Multi-agent workflows | Performance Tuning | Prompt engineering | Rate analysis | Requirements Gathering | Retrieval-Augmented Generation | Risk Management | Sampling | Statistical Analysis | System Architecture | Token Cost | Token Cost Optimization
Education
Roles
AI | AI Solutions | AI Solutions Analyst | Analyst | Business Analyst | Consultant | Solutions Analyst
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