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Unify Technologies - MLOps Engineer - Data Modeling

5 years

0 Lacs

hyderabad telangana india

Posted:2 weeks ago| Platform: Linkedin logo

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Skills Required

data support development automation learning reliability scalability efficiency ml inference training ui design monitoring visualize model management deployment pipeline effectiveness engineering software stack react java devops linux aws

Work Mode

On-site

Job Type

Full Time

Job Description

We are seeking a highly skilled MLOps Engineer to support the development and operation of automation tools and dashboards within our Machine Learning Platform and Search infrastructure. This role is critical in ensuring the reliability, scalability, and efficiency of our ML inference services, CI/CD workflows, and training data pipelines.

Responsibilities

Web UI Development :
  • Design and develop web-based dashboards for monitoring ML inference services.
  • Design and develop web-based tools to manage and visualize the Search CI/CD and release workflows.

Model Lifecycle Management

  • Onboard new ML models onto the existing platform with standardized training automation and interfaces

CI/CD & Deployment Operations

  • Maintain and enhance CI/CD pipelines for Search and ML services
  • Operate sign-off and deployment processes, ensuring daily release sign-off

Big Data Pipeline Management

  • Maintain and optimize training data preparation pipelines leveraging the latest big data tools with an emphasis on cost-effectiveness and reliability.

Key Qualifications

  • Bachelor's degree in Computer Science, Engineering, or a related field.
  • Minimum 5+ years of experience in software engineering with a focus on full-stack development and infrastructure.
  • Full-stack development expertise, including front-end frameworks (React) and backend services (Java, Python).
  • Hands-on experience in DevOps and systems engineering. In-depth understanding of Linux environments, AWS EKS, Kubernetes.
  • Familiarity with modern CI/CD and MLOps best practices.
  • Strong problem-solving and analytical skills.
  • Proven track record of working independently and as part of a distributed global team.
(ref:hirist.tech)

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