Computer Vision Expert for Medical Device OCR System

4 days ago


Kraków, Lesser Poland, Czech Republic N-iX Full time

N-iX is seeking a skilled Computer Vision Engineer to lead the development and deployment of an OCR system for the medical device.

Key Responsibilities:
  • Optimize OCR models to extract critical patient information from medication pouches, ensuring compliance with GDPR and performance on edge hardware.
  • Collaborate with embedded engineers, data annotators, and QA teams to deliver a robust, low-latency solution for EU and global markets.
About You:
  • PhD in Computer Vision or a related field.
  • 3+ years in OCR model development using PaddleOCR, Tesseract, or EasyOCR.
  • Proficiency in multilingual text recognition, with a preference for Nordic languages.
  • Hands-on experience with edge deployment, including NPU/GPU optimization and quantization.
  • Strong Python skills with libraries like OpenCV, PyTorch, and spaCy.
Technical Requirements:
  • Regex-based post-processing for structured data extraction.
  • Image preprocessing techniques, including noise reduction, deskewing, and ROI detection.
  • Familiarity with RKNN Toolkit, ONNX Runtime, or TensorRT.
  • Familiarity with synthetic data generation methods, including GANs and rule-based approaches.
Benefits:
  • Flexible working format, including remote, office-based, or flexible options.
  • A competitive salary and comprehensive benefits package.
  • Personalized career growth opportunities.
  • Professional development tools, including mentorship programs, tech talks, and training sessions.


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