Python Engineer (OCR / AI)
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
Published 4 July
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$2000-3500
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