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Machine Learning Operations Engineer - LYTX INDIA Technologies Pvt Ltd

4 - 9 years

30 - 45 Lacs

Posted:Just now| Platform: Naukri logo

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Work Mode

Hybrid

Job Type

Full Time

Job Description

What You'll Do:

  • Build and maintain cloud deployment of ML models and surrounding infrastructure
  • Contribute to infrastructure and process improvements for data collection, labeling, model development and deployment
  • Design and implement R&D data engineering solutions for delivery of ML model value from device to cloud, including message payload design, data ingest and database architecture
  • Help prepare and automate builds for device model deployment
  • Assist on projects led by other team members via data processing, programming, monitoring of production applications, etc.
  • Other duties as assigned.

What You'll Need:

  • Bachelors degree in Computer Science or equivalent experience
  • 4 to 6 years of experience with a Strong background in MLOps, Python, GNU/Linux CLI
  • Versatile and adaptable engineer who can address evolving needs of team.
  • Strong understanding of data engineering principles and architecture
  • Knowledge of relational database modelling and integration. Experience with NoSQL is helpful.
  • Ability to manage cloud resources and technologies within AWS, including Sage maker, EC2, S3
  • Experience with software automation tools, e.g., Airflow, Ansible, Terraform, Jenkins
  • Experience with automated unit testing and regression testing methodologies
  • Familiar with Linux software build toolchains and patterns. (e.g., Make, gcc)
  • Experience with source control and tracking (git)
  • Strong teammate who enjoys working in a collaborative, fast-paced team-focused environment

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