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Stryker Corporation in India is seeking a data-focused engineer to analyze order documents, evaluate OCR tools, and build a pipeline that extracts structured order data. You will validate outputs against master data and support integration with downstream reporting and order-entry systems.
The role emphasizes Python data processing, ML/NLP exposure, and automation tooling, with hybrid work flexibility and no travel requirements.
What you will do: Analyze incoming order documents and map out their formats, fields, and edge cases.
Evaluate OCR and document-extraction tools (e.g. Tesseract, PaddleOCR, layout-aware models like LayoutLM/LiLT) and help choose the right approach.
Build a pipeline that extracts structured order data (customer, part numbers, quantities, prices, dates, PO references) from documents.
Implement validation against master data and a review step that flags uncertain results for a human to check.
Integrate the output with existing data infrastructure for downstream reporting and order entry.
Document your work and support handover to the team.
Required Qualification: Working knowledge of Python (data processing, scripting).
Masters degree in Engineering passing out in 2025 or 2026 Interest in (or some exposure to) machine learning, computer vision, or NLP.
Basic SQL and comfort with structured data.
An analytical mindset and strong attention to data quality Basic knowledge of UI-based automations (eg. UiPath) and/or API-based automations (eg. PowerAutomate).
Preferred Qualification: Experience with OCR libraries or document-AI models.
Familiarity with cloud data platforms and pipeline tooling.
Version control (Git) and collaborative development experience.
Travel Percentage: 0%
Stryker is one of the world's leading medical technology companies and, together with its customers, is driven to make healthcare better. We offer innovative products and services in Orthopaedics, Medical and Surgical, and Neurotechnology and Spine that help improve patient and hospital outcomes. We are proud to be named one of the World’s Best Workplaces! For more information, visit: www.stryker.com