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MLOps Engineer

MLOps Engineer

VAYUZ TechnologiesBengaluru, Karnataka, India
4 days ago
Job description

As an MLOps Engineer, you will be responsible for a wide range of engagements, listed below :

  • Can guide the team to build a scalable MLOps platform and work with business architects to implement and expand the MLOps setup.
  • Has worked on deploying ML models to production and has experience with model monitoring, inference, drift concepts, feature stores, etc.
  • Has a good understanding of how ML algorithms work and how to debug issues in the code.
  • Has deployed applications using containers and container orchestration
  • Manages conversations with client stakeholders to understand requirements and translate them into technical outcomes.
  • Responsible for bridging the gap between machine learning and software engineering, focusing on deployment, scaling, and management of ML models in production environments.
  • A developer focused on streamlining the process of developing, deploying, and maintaining ML systems to ensure they are efficient, scalable, and reliable.
  • Has a strong conceptual understanding of the ML lifecycle and various ML algorithms.
  • Has worked on at least one cloud platform and its ML-as-a-Service offerings.

Qualifications : Technical :

  • Strong understanding of DevOps practices and skilled in developing end-to-end CI / CD pipelines
  • Execution knowledge of data modeling, databases (SQL and NoSQL), software development lifecycle practices, unit testing, functional programming, etc.
  • Experience with one or more ML-as-a-Service platforms, such as Azure DevOps, Dataiku, or equivalent open-source tools
  • Proficient in at least one programming language used in data engineering, such as Python
  • Strong knowledge of Snowflake
  • Experience working on at least one cloud platform

    • Non-Technical :

  • Good business understanding
  • Logical thinking and problem-solving skills
  • Ability to collaborate effectively
  • Capable of analysing problems and developing actionable, tactical plans quickly
  • Good managerial skills and team leadership capabilities
  • Strong verbal and written communication skills
  • Good stakeholder management skills
  • Exercises independent judgment within defined practices and procedures
  • Demonstrated ability to mentor juniors
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    Mlops Engineer • Bengaluru, Karnataka, India