Jobs Kharkiv

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  • · 74 views · 6 applications · 19d

    Python Engineer (OCR / AI)

    Ukraine · 3 years of experience · Pre-Intermediate
    Intetics Inc., a global technology company providing custom software application development, distributed professional teams, software product quality assessment, and “all-things-digital” solutions, is seeking a highly skilled and experienced Python...

    Intetics Inc., a global technology company providing custom software application development, distributed professional teams, software product quality assessment, and “all-things-digital” solutions, is seeking a highly skilled and experienced Python Engineer (OCR / AI) to join our dynamic team.
     

    About the project:

    We are working on a healthcare product — we developed from scratch a multilayer, web-based platform, built on the basis of microservice architecture which supports numerous integrations with external web services and third-party applications.
     

    Requirements

    Python Proficiency

    • Deep understanding of Python, including its advanced features and libraries.
    • Experience in developing Optical Character Recognition (OCR) and Computer Vision (CV) systems, particularly for extracting data from document scans and photos (ID cards, insurance policies, invoices, CVs).
    • Hands-on experience with open-source libraries for OCR and CV (e.g., OpenCV, Pillow, Tesseract, EasyOCR).
    • Experience with asynchronous programming (e.g., asyncio) for handling multiple concurrent requests.
    • Experience in developing and maintaining RESTful APIs to serve models (using FastAPI or Flask).

    Performance Optimization

    • Skills in optimizing model inference speed and resource consumption (CPU/GPU/RAM) to handle high loads effectively.
    • Experience with acceleration techniques: batch processing, quantization, and GPU (CUDA) utilization.

    Data Handling and Preprocessing

    • Proficiency in NumPy and Pandas for processing both images and the extracted structured data.
    • Experience building data pipelines for efficient loading and image preprocessing of large datasets.

    Concurrency and Parallelism

    • Understanding of concurrency models for efficient request management (e.g., threading, multiprocessing).
    • Experience with message queuing systems (e.g., RabbitMQ, Kafka).
       

    Benefits

    • Paid Time Off (36 paid days per year)
    • Work From Home
    • Training & Development
    • Partial medical compensation
    More
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