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565 | Senior Python engineer (2 months project)

Remote:

Full Remote

Experience:

Senior (5-10 years)

Work from:

Ukraine

Offer summary

Qualifications:

Strong understanding of Python programming, Experience with asynchronous programming, Familiarity with RESTful APIs, Proficiency in data manipulation libraries.

Key responsabilities:

Optimize model inference speed and resource usage
Manage multiple requests efficiently

Intetics SME https://intetics.com

501 - 1000 Employees

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Job description

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

Strong understanding of Python programming, including advanced features and libraries.
Experience with asynchronous programming (e.g., asyncio) for handling concurrent requests.
Familiarity with RESTful APIs for serving models (using frameworks like Flask or FastAPI).

Performance Optimization

Skills in optimizing model inference speed and resource usage to handle high loads effectively.
Experience with techniques like batch processing, quantization, or using GPU acceleration (CUDA).

Data Handling and Preprocessing

Proficiency in data manipulation libraries such as Pandas and NumPy for preprocessing audio data.
Understanding of data pipelines for efficient loading and processing of large datasets.

Concurrency and Parallelism

Knowledge of concurrency models to efficiently manage multiple requests (e.g., using threading, multiprocessing).
Familiarity with message queuing systems (e.g., RabbitMQ, Kafka) for handling high volumes of data.