Python System Engineer

4 weeks ago

BangaloreAhmedabad, India Ajmera infotech PVT. LTD. Full time

Position : Python Developer


Experience : 4 - 5 Years


Education : BTech/B.E. in Computer Science, IT, Computer Engineering, MS in IT, MTech/MSc IT-


No. of Positions: 5


Mode : On-site


Location : Ahmedabad, Bangalore


ABOUT AJMERA INFOTECH :


JOB SUMMARY :


- We are seeking a highly skilled and motivated Python system engineer to join our team, focusing on optimizing Python applications for performance and efficiency.


- The ideal candidate will have a deep understanding of the Python language, its libraries, and the process of building and linking binary Python libraries.


- This role requires expertise in enhancing execution speed, reducing CPU loads, and optimizing memory usage in complex Python-based systems.


- Familiarity with machine learning libraries such as PyTorch, TensorFlow, and YOLO, experience in GPU/CUDA-based systems, and proficiency in Docker, Kubernetes, and other DevOps skills are crucial.


- Knowledge of Open VINO, DeepSpeed, llama.cpp, MLC, and other similar libraries will be considered a significant advantage.

Requirements Experience :

- Develop and optimize Python applications for maximum speed, reliability, and efficiency.

- Build, maintain, and improve binary Python libraries, ensuring robust linking to shared object files.


- Understanding of GIL locks, threads, wheels, etc.

- Analyze and optimize system performance, focusing on CPU load reduction, memory usage efficiency, and execution speed.

- Work closely with machine learning frameworks such as PyTorch, TensorFlow, and YOLOv8, integrating them effectively within our systems.

- Leverage GPU and CUDA technologies to enhance the performance of machine learning and data processing tasks.

- Design, deploy, and manage containerized applications using Docker and Kubernetes, ensuring scalable and efficient deployment.

- Explore and integrate advanced technologies such as OpenVINO and DeepSpeed to further optimize system performance.

- Collaborate with cross-functional teams to identify bottlenecks and implement solutions promptly, while following best practices in DevOps and continuous integration/continuous- deployment (CI/CD) pipelines.

- Also, a good understanding of Node.js and the ability to integrate with Node.js applications.

- Keep abreast of the latest developments in Python development, machine learning technologies, and system optimization techniques and practices.

(ref:hirist.tech)

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