Note: The job is a remote job and is open to candidates in USA. Intracruit Solutions is seeking a Data Engineer / Document AI Engineer to build and own production data pipelines for document processing and information extraction. The role focuses on OCR, image preprocessing, large language model-based structured extraction, entity resolution, data quality measurement, and cloud document intelligence services.
Skills
- Five or more years building production data pipelines, with at least two years on document processing, OCR, or information extraction at scale
- Strong Python. Comfortable owning a pipeline from ingestion through storage without handoffs
- Hands-on experience with a cloud document intelligence service. Azure AI Document Intelligence preferred; AWS Textract or Google Document AI experience transfers
- Practical image preprocessing for degraded scans: deskew, denoise, binarization, contrast handling. You have made bad faxes readable before
- Structured extraction from unstructured text using large language models, including prompt design for reliable field-level output and handling of non-deterministic responses
- Entity resolution or record linkage experience. You understand why fuzzy name matching alone fails and what to do about it
- SQL and relational data modeling, including modeling typed relationships between records
- Experience measuring data quality quantitatively: error rates, confidence calibration, sampling design, and gold-set construction
- United States citizenship and eligibility for federal public trust suitability screening
- Azure Government or Microsoft 365 GCC delivery experience, including working within FedRAMP-authorized service constraints and handling Controlled Unclassified Information
- Microsoft Graph API and SharePoint Online at scale
- Azure Functions, Azure SQL Database, Azure Blob Storage, Microsoft Fabric
- Power Automate for event-driven triggers
- Prior federal contract delivery, particularly against a fixed-price schedule with defined acceptance gates
- Knowledge graph construction or graph query experience
Benefits
- Remote role
Company Overview