drjobs MLOps Engineer العربية

MLOps Engineer

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Job Location drjobs

Colombo - Sri Lanka

Monthly Salary drjobs

Not Disclosed

drjobs

Salary Not Disclosed

Job Description

We are looking to hire a MLOps Engineer for one of our clients.

Qualifications:

  • Proficiency in Python is essential particularly in integrating with other nonpython applications.
  • Experience in building and maintaining binary Python libraries with an understanding of GIL locks threads Wheels and shared object files is necessary.
  • Expertise in analyzing and optimizing system performance is required with a focus on reducing CPU load improving memory usage efficiency and increasing execution speed.
  • Experience with machine learning frameworks such as PyTorch TensorFlow and YOLOv8 with the ability to integrate these frameworks effectively into production systems.
  • Knowledge of leveraging GPU/CUDA technologies to enhance machine learning and data processing tasks.
  • Experience in designing deploying and managing containerized applications using Docker and Kubernetes for scalable and efficient deployments.
  • Familiarity with advanced optimization technologies like OpenVINO and DeepSpeed is beneficial.
  • A solid understanding of cloud services including AWS Azure and Google Cloud is necessary. Expertise in other deployment methods monitoring setting up backups alerting logging and debugging is essential.
  • The ability to follow best practices in DevOps and implement continuous integration and continuous deployment (CI/CD) pipelines is expected.
  • An understanding of Node.js and the ability to integrate Python and machine learning models with Node.js applications is an added advantage.
  • A commitment to staying updated with the latest developments in Python machine learning technologies and system optimization techniques is essential.

Responsibilities:

  • Collaboration with crossfunctional teams to identify bottlenecks and promptly implement solutions.
  • The ability to work both independently and as part of a team with effective use of remote collaboration tools in a fully agile environment.
  • Ensuring the performance security scalability and optimization of machine learning models and systems is a primary responsibility.
  • Participation in peer code reviews and providing suggestions based on experience.
  • Strong documentation skills are required with the ability to understand and interpret technical documentation.
  • Excellent communication skills.

If you are interested please send your CV to or apply below

Remote Work :

No

Employment Type

Full Time

Company Industry

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