Peregrine Advisors

LLM Engineer

• Design and deploy production-grade Agentic AI systems where LLMs serve as operational components to reason, explain, and make decisions within live workflows
• Architect intelligent pipelines combining classical tools (OCR, fuzzy matching, structured query) with LLM-based validation, confidence scoring, fallback logic, and automated logging for auditability and continuous improvement
• Translate ambiguous mission requirements into well-scoped AI system designs; apply prompt and context engineering, RAG, semantic search, and fine-tuning as appropriate; leverage AWS services including Bedrock, Textract, Lambda, and Step Functions
• Use generative AI tooling to accelerate the full development lifecycle: requirements analysis, code generation, test coverage, documentation, and deployment scaffolding
• Document and quality-assure all project work prior to client delivery; attend meetings with agency staff, vendors, and external stakeholders as needed
• Lead or contribute to business development, internal tool-building, mentorship, or publication to strengthen Peregrine's AI capabilities and market position

Senior Generative AI Engineer

Analytics Engineer

• Develop software solutions supporting quantitative analysis and modeling for credit ratings data
• Analyze NRSRO data disclosures for compliance with applicable rules and statutes
• Maintain analytical frameworks for utilizing data and quantitative analyses to identify potential areas for further inquiry
• Conduct data-driven research related to the credit rating industry; summarize findings concisely through charts and graphs
• Test deployment and functionality of internal systems and applications after new features are added
• Document and quality-assure all project work prior to client delivery
• Attend meetings with agency staff, securities industry participants, other government agencies, and relevant external organizations as needed
• Contribute meaningfully to building Peregrine as an enterprise — whether through leading business development pursuits, developing internal tools or intellectual property, mentoring colleagues, or maintaining an active publication record
• Collaborate with firm leadership to identify and drive initiatives that strengthen Peregrine's capabilities and market position

Senior Generative AI Engineer

Senior Financial Analytics Engineer