Senior AI Engineer
MonksJob Description
📋 Description Own pipelines that transform messy docs, transcripts, and records into structured data for agentic Combine LLMs with traditional parsing, including OCR and layout analysis, for reliable extraction. Design validation rules and workflows, with low-confidence routing to human review. Build evaluation datasets and testing to measure extraction accuracy and catch regressions. Handle diverse inputs from clean PDFs to degraded scans and varied formats. Collaborate with clients, product teams, and domain experts to ensure clean data flows in the 🎯 Requirements 5+ years of experience shipping production software. Hands-on experience extracting structured data from unstructured sources using LLMs, NLP, and/or Experience with LLM outputs, tool calling, and prompt iteration. Experience developing in TypeScript and Node.js, or strong Python software engineering. Familiarity with document AI tools and techniques (OCR, layout parsing, Textract, Google Document Experience building and deploying solutions on AWS. 🎁 Benefits Not specified in the listing.