Lead Document Intelligence Engineer & AI Solutions

OpenTalent; California (MO); On-site; USD 140,000 - 210,000; Full time

Job summary

OpenTalent in the United States seeks a Technical Lead for a document-intelligence work stream that leverages OCR, classification, and AI to modernize large-scale financial-document processing. You will evaluate, configure, and improve the extraction and validation pipeline and guide when to apply AI, deterministic rules, or human review.

The role requires hands-on experience deploying production OCR/document-analysis solutions, AI-assisted processing, and data-quality metrics; you will partner

Qualifications

• Proven, hands-on experience delivering OCR, document classification, forms/table extraction, or comparable document-analysis solutions in production.
• Direct experience integrating or evaluating AI/LLM-assisted document processing – prompts, structured outputs, quality controls, and human review.
• Experience building reviewer-validated benchmark datasets, meaningful quality metrics, regression testing, and error analysis.
• Strong Python skills, with the ability to implement or review production-grade services and integrations – not just configure a product through an admin console.

Responsibilities

• Lead discovery to assess existing document-processing capabilities, document types, layouts, and quality gaps.
• Configure and improve document classification and extraction across varying layouts, versions, languages, and scan quality.
• Decide where deterministic rules, AI-assisted interpretation, and human review each apply, based on accuracy, explainability, and business impact.
• Develop and refine prompts, schemas, and constraints for model-assisted document processing.
• Build a reviewer-validated benchmark dataset and measurable quality metrics that catch regressions before they reach production.
• Define the human-review workflow – what reviewers see, how they correct, approve, reject, or ...

Skills

OCR systems

Document classification

Python

AI-assisted processing

Tools

Airflow

Docker

Job description

OpenTalent in the United States seeks a Technical Lead for a document-intelligence work stream that leverages OCR, classification, and AI to modernize large-scale financial-document processing. You will evaluate, configure, and improve the extraction and validation pipeline and guide when to apply AI, deterministic rules, or human review.

The role requires hands-on experience deploying production OCR/document-analysis solutions, AI-assisted processing, and data-quality metrics; you will partner