Description

Required Qualifications
· Bachelor’s or master’s degree in Computer Science, Data Science, Artificial Intelligence, Engineering, or a related discipline.
· 4+ years of experience in machine learning, OCR, computer vision, NLP, or intelligent document processing.
· Hands-on experience with Azure AI Document Intelligence or a comparable enterprise document-processing platform.
· Strong Python development skills.
· Experience with REST APIs, JSON, Azure SDKs, and asynchronous processing.
· Experience training and evaluating document classification and field-extraction models.
· Strong understanding of accuracy, precision, recall, F1 score, confidence calibration, and test-set design.
· Experience extracting complex tables and variable-length line items.
· Experience creating labeled datasets and maintaining data-quality standards.
· Familiarity with invoices, purchase orders, contracts, or supply-chain documents.
· Strong analytical, debugging, and technical-documentation skills.
Preferred Qualifications
· Experience with Azure Machine Learning, MLflow, Azure AI Search, or Azure OpenAI.
· Experience with multilingual documents.
· Familiarity with contract clause extraction and legal-document processing.
· Knowledge of ERP or procurement systems such as SAP, Oracle, Dynamics 365, Coupa, or Ariba.
· Experience implementing active learning, model-drift monitoring, and human-in-the-loop workflows.
· Knowledge of data privacy and document-retention requirements.
· Success Measures
o ≥99% exact-match accuracy for approved critical fields.
o ≥98% exact-match accuracy across all agreed fields.
· Accuracy maintained across suppliers, formats, and document-quality categories.
· Measurable reduction in manual corrections and review time.
· Documented improvement process for fields that miss their thresholds.
· No production model deployed without passing the approved evaluation suite

Key Skills

Education

Bachelor's or Master's degrees