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Senior Data Engineer, OCR and AI Pipelines (Remote, Czechia)
Build OCR and document-ingestion pipelines that transform unstructured insurance records into structured data for retrieval-augmented generation and anti-financial-crime AI models.
विवरण
- Develop scalable ingestion pipelines for large volumes of unstructured insurance documents
- Create connectors for enterprise sources including SharePoint and email
- Configure and optimise OCR and document-parsing tools to capture accurate text and document layouts
- Automate text cleaning, normalisation, semantic chunking, and metadata enrichment
- Design vector-storage schemas and reliable retrieval systems for downstream RAG models
- Maintain enterprise security and low-latency SLA standards across document-processing pipelines
- Implement error monitoring and validation processes to identify low-confidence OCR results
- Follow robust engineering practices, including version control, CI/CD, and automated testing
- Convert extensive insurance-document collections into structured, high-quality data for AI systems
- Support a Dutch insurance client through an AI, automation, advanced analytics, and anti-financial-crime consultancy
आवश्यकताएँ
- Five to ten years of professional data engineering experience
- Demonstrated ability to build data-processing and document-ingestion pipelines on public cloud platforms
- Practical experience handling unstructured files, including PDFs, Word documents, spreadsheets, presentations, scans, and emails
- Experience developing connectors for enterprise systems such as SharePoint and email
- Hands-on experience with document-extraction or OCR technologies, such as AWS Textract or an equivalent tool
- Strong software-engineering discipline with Git, CI/CD, and automated testing
- Python and SQL are required
- AWS experience with S3, Step Functions, and CloudWatch is required
- AWS Textract or equivalent OCR and document-extraction experience is required
- Experience with unstructured-document processing and ingestion pipelines is required
- Git, CI/CD, and testing experience are required
- Banking or insurance experience is advantageous
- Experience with vector databases and RAG architectures is desirable
- Azure and Databricks experience is desirable
- Financial-services or insurance-domain knowledge is desirable
- Located in Europe; candidates based in Central and Eastern Europe are preferred
- Availability to start within 30 days
लाभ
- Long-term remote-first contract engagement
- Contract through July 2027, with potential for extension
- Remote work within Europe, with Central and Eastern Europe preferred
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