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MLOps Engineer - Python

MLOps Engineer - Python

Ampcus TechHyderabad
13 hours ago
Job description

Title : ML Ops + Python.

Location : PAN India.

Level of experience 6+.

Job Purpose

Analyzing, designing, developing and managing the data pipelines to release scalable Data Science models.

The ML / Ops Engineer is expected to deploy, monitor and operate production grade AI systems in a scalable, automated and repeatable way.

Job Responsibilities

  • Create and maintain a scalable code to deliver AI / ML processes.
  • Design and implement the pipelines for building and deployment of ML models.
  • Design dashboards to monitor a system.
  • Collect metrics and create alerts based on them.
  • Design and execute performance tests.
  • Perform feasibility studies / analysis with a critical point of view.
  • Support and maintain (troubleshoot issues with data and applications).
  • Develop technical documentation for applications, including diagrams and manuals.
  • Working on many different software challenges always and ensuring a combination of simplicity and maintainability within the code.
  • Contribute to architectural designs of large complexity and size, potentially involving several distinct software components.
  • Work as a member of a team, encouraging team building, motivation and cultivating effective team relations.

Role Requirements :

E=essential, P=preferred.

  • E Demonstrated experience and knowledge in Linux and Docker containers.
  • E Demonstrated experience and knowledge in some of the main cloud providers (Azure, GCP or AWS).
  • E Proficient in programming languages : Python.
  • P Demonstrated experience and knowledge in unit and integration testing.
  • E Experience with ML / Ops technologies like Azure ML.
  • P Experience or Exposure with AI / ML frameworks : PyTorch, Onnx, Tensorflow.
  • P Experience designing and implementing CICD pipelines for automation.
  • P Experience designing monitoring dashboards (Grafana or similar).
  • E Experience with SQL.
  • E Experience in the use of collaborative developing tools such as Git, Confluence, Jira, etc.
  • E Strong ability to analyze and synthesize. (Good analytical and logical thinking capability).
  • E Proactive attitude, resolutive, used to work in a team and manage deadlines.
  • E Ability to learn quickly.
  • E Agile methodologies development (SCRUM / KANBAN).
  • E Minimal work experience of 6 years with evidence.
  • E Ability to keep fluid communication written and oral in English, both written and spoken.
  • (ref : hirist.tech)

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