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About the role
Role- Data Scientist Location: PAN India 1 year C2H Company- Infosys Description: AI extraction pipelines Design, build, and maintain multi-stage document-extraction pipelines that combine deterministic rule-based logic with LLM-powered extraction, orchestrated as durable, resumable workflows. Integrate cloud document AI services and LLMs for classification and extraction. Own prompt engineering and structured-output design, ensuring outputs are strongly typed (Pydantic), validated, and traceable. Build evaluation frameworks, MLflow tracking, precision/recall/F1 measurement, model monitoring, drift detection, and production-grade AI document intelligence solutions. Mandatory skills Python + Production-Grade Software Engineering LLM Application Engineering + Prompt Engineering AI Document Extraction Pipelines Evaluation Frameworks Structured Outputs + Pydantic Validation Azure AI Services (OpenAI, Document Intelligence, Azure ML) MLflow Enterprise Data Integration (Snowflake, Cosmos DB, SAP) OpenTelemetry Human-in-the-Loop AI Systems
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