What are the responsibilities and job description for the Computer Vision Engineer position at Sciata?
We are seeking a skilled professional to join our team for a fully remote short-term project. Experience with medical insurance is helpful. The ideal candidate will have expertise in developing and optimizing computer vision algorithms for document extraction tasks. Key responsibilities and qualifications include:
- Design, develop, and optimize computer vision algorithms for document extraction tasks such as text detection, OCR, table extraction, and handwriting recognition.
- Implement Document AI models for automatic data extraction and processing.
- Fine-tune and customize pre-trained models for various document types and use cases.
- Minimum of 3 years of experience in computer vision and document extraction.
- Strong experience with Document AI platforms such as Google Document AI, AWS Textract, or Azure Form Recognizer.
- Proficiency in Python and deep learning frameworks such as TensorFlow, PyTorch, or Keras.
- Familiarity with OCR tools such as Tesseract or EasyOCR.
- Experience with NLP techniques for document understanding.
- Knowledge of PDF parsing libraries (PyMuPDF, PDFMiner).
- Experience with pre-processing techniques for scanned documents and image normalization.
- Knowledge of RESTful APIs and microservices architecture.
