Remote, but you must be in the following locations
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.
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.
