Computer Vision Expert for Medical Device OCR System
4 days ago
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.
- 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.
- 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.
- 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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Middle/Senior Computer Vision Engineer @
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Kraków, Lesser Poland, Czech Republic N-iX Full timeEducation: Master's/PhD in Computer Vision, Machine Learning, or a related field.3+ years in OCR model development (PaddleOCR, Tesseract, or EasyOCR).Proficiency in multilingual text recognition (Nordic languages preferred).Hands-on experience with edge deployment (NPU/GPU optimization, quantization).Strong Python skills with libraries like OpenCV, PyTorch,...
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