Visionary Engineer for OCR System Optimization

1 tydzień temu


Kraków, Lesser Poland N-iX Pełny etat
Technical Requirements
N-iX is looking for a skilled Computer Vision Engineer with expertise in OCR model development and optimization. The ideal candidate has a Master's/PhD in Computer Vision, Machine Learning, or a related field and 3+ years of experience in OCR model development (PaddleOCR, Tesseract, or EasyOCR).

They should have proficiency in multilingual text recognition (Nordic languages preferred), hands-on experience with edge deployment (NPU/GPU optimization, quantization), and strong Python skills with libraries like OpenCV, PyTorch, and spaCy. Familiarity with RKNN Toolkit, ONNX Runtime, or TensorRT and synthetic data generation (GANs, rule-based methods) is also required.

The successful candidate will be responsible for designing synthetic data pipelines to augment limited training datasets, implementing rule-based (regex) and ML-driven (NER) techniques, and developing error-handling logic for OCR misreads. They will also conduct rigorous testing under real-world conditions and document training pipelines, integration steps, and performance benchmarks.

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