Description

Key Responsibilities:

• Design, train, and optimize AI-powered invoice and contract OCR solutions targeting 98–99%+ extraction accuracy .
• Analyze documents across suppliers, countries, languages, formats, and scan qualities; define document taxonomy and extraction schemas .
• Work with Azure AI Document Intelligence prebuilt, custom neural, template, classification, and composed models.
• Build and maintain custom document classification and extraction models , including labeled/versioned datasets.
• Implement document preprocessing for rotation, skew, noise, resolution, and page separation .
• Develop confidence scoring, validation rules, and human-in-the-loop review workflows.
• Validate critical fields such as totals, taxes, currencies, dates, PO/supplier matching, duplicates, and cross-field consistency .
• Build automated evaluation pipelines using accuracy, precision, recall, F1, false-positive/negative rates .
• Perform error analysis, model monitoring, drift detection, retraining, and model versioning .
• Collaborate with Procurement, Supply Chain, AP, Legal, and Engineering teams.

Mandatory Skills:

• 4+ years in ML, OCR, Computer Vision, NLP, or Intelligent Document Processing.
• Hands-on Azure AI Document Intelligence or similar enterprise IDP platform.
• Strong Python, SQL, REST APIs, JSON, Azure SDKs, and asynchronous processing .
• Experience with document classification, field extraction, tables, and variable-length line items .
• Strong understanding of accuracy, precision, recall, F1, confidence calibration, and test-set design .
• Experience with invoices, contracts, POs, or supply-chain documents .

Preferred Skills:

• Azure Machine Learning, MLflow, Azure AI Search, Azure OpenAI / GenAI, Databricks .
• Multilingual document processing and contract/legal clause extraction .
• ERP/procurement systems: SAP, Oracle, Dynamics 365, Coupa, Ariba .
• Active learning, model-drift monitoring, human-in-the-loop , privacy, and document retention.

Key Skills

Education

Any Graduate