Talent.com
This job offer is not available in your country.
MLOps Engineer

MLOps Engineer

ConfidentialBengaluru / Bangalore
19 days ago
Job description

We re looking for a GCP ML / MLOps Engineering Specialist who is experienced in designing and implementing ML applications at scale in production for our ML Engineering team. The team is a cross-functional team and has ML Engineers and Software Engineers, and closely works with data scientists and data engineers in designing, building and operationalizing AI / ML models.

Roles and Responsibilities :

  • As a ML Engineering Specialist, you will be a key stakeholder and owning responsibility in designing and architecting end to end ML solutions
  • Operationalize ML models, NLP, Computer Vision and other type of models.
  • End to End model lifecycle management, starting from feature extraction to monitor machine learning models using high end tools and technologies.
  • Design & implementation of DevOps principles in Machine Learning
  • Model quality assurance, governance, and monitoring
  • Integrate models as part of business applications via APIs.
  • Execute best practices in version control and continuous integration / delivery.
  • Collaborate with data scientists, engineers, and other key stakeholders.
  • Work well in a fast-paced cross-functional environment

Mandatory Skills / Requirements :

  • Experience in implementing machine learning life cycle one of Vertex AI along with other GCP services.
  • Experience with Machine learning frameworks, libraries, and agile environments.
  • Experience implementing GCP AI services in business applications.
  • Experience with various model deployment strategies
  • Experience with Python and SQL is must. Understanding of distributed frameworks such as Spark, Dask, Ray etc. is a plus.
  • Experience with version control tools such as Git, Bitbucket etc.
  • Knowledge on Docker, Jenkins, Kubernetes, and other DevOps tools
  • Knowledge on Infra-as-a-Code via ARM or Terraform templates.
  • Familiarity with Large Language Models and Operationalization of foundation models on cloud platforms will be a plus.
  • Outstanding analytical and problem-solving skills.
  • Skills Required

    Version Control, Computer Vision, Git, Gcp, Analytical, Machine Learning, Agile, Python, Sql

    Create a job alert for this search

    Mlops Engineer • Bengaluru / Bangalore