MLOPs Architect

1 week ago

Chennai, India HARP Technologies and Services Full time

Job title - MLOPs Architect

Exp - 12 to 19 yrs

Loc - Chennai & Bangalore

Mandate Skills : Kubeflow, MLflow, and have worked on two or three complex MLOps architectures in the cloud platform.

Desired candidate :


We are looking for people who has Industrial AI background. Industrial AI - Manufacturing Real time AI case solved, Oil and Gas Real time case solved. The person should have sound background on ML Ops life cycle in Azure /AWS and working knowledge of Manufacturing AI use cases and/or Oil and Gas use cases. If some one deployed Closed Loop Manufacturing solution - Most preferred.


- Over 12 years of experience, including more than 5 years in the MLOps Engineer role and 3 years as an MLOps Architect. Independent handling of at least three production deployments is required.


- Design and implement cloud solutions and build MLOps on cloud platforms (AWS, Azure, or GCP).


- Build CICDCL (Continuous Machine Learning) and CT (Continuous Training) pipeline orchestration using tools like MLflow, Kubeflow, Kubernetes, GitLab CI, GitHub Actions, CircleCI, Airflow, or similar.


- Communicate with teams of data scientists, data engineers, and application architects, and document processes.


- Assist in deploying machine learning models into production environments.


- Contribute to the monitoring and maintenance of model performance and infrastructure health.


- Participate in the development and maintenance of automated MLOps pipelines.


- Collaborate with cross-functional teams to integrate machine learning models into production systems.


- Maintain documentation of MLOps processes and procedures.


- Work closely with technology team members in the development and implementation of AI solutions, products, and platforms.


- Knowledgeable in agile practices.

(ref:hirist.tech)

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