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Insight Global
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Machine Learning Engineer

Machine Learning Engineer

Insight Global

6 years

0 Lacs

India

Posted:20 hours ago| Platform:

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Skills Required

learning data ml ai code design deployment metrics analysis support documentation software combination linux docker azure gcp programming collaborative git confluence jira analyze synthesize logical agile development scrum communication integration pytorch onnx monitoring

Work Mode

Remote

Job Type

Full Time

Job Description

Openings

Location

Hours

Rate:

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.

Required Experience

Demonstrated experience and knowledge in Linux and Docker containers
Demonstrated experience and knowledge in some of the main cloud providers (Azure, GCP or AWS)
Proficient in programming languages: Python
Experience with ML/Ops technologies like Azure ML
Experience with SQL
Experience in the use of collaborative developing tools such as Git, Confluence, Jira, etc.
Strong ability to analyze and synthesize. (Good analytical and logical thinking capability)
Proactive attitude, resolutive, used to work in a team and manage deadlines.
Ability to learn quickly
Agile methodologies development (SCRUM/KANBAN).
Minimal work experience of 6 years with evidence.
Ability to keep fluid communication written and oral in English, both written and spoken

Preferred Experience

Demonstrated experience and knowledge in unit and integration testing
Experience or Exposure with AI/ML frameworks: PyTorch, Onnx, Tensorflow
Experience designing and implementing CICD pipelines for automation.
Experience designing monitoring dashboards (Grafana or similar)

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