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Crafting Human Development Private Limited Logo
Machine Learning Operations

Crafting Human Development Private Limited

 

Hyderabad, Telangana, India

Posted On: 30+ days ago
Experience: 5+ years
Availability: Hybrid
Openings: 1
Category: MLOps Engineer
Tenure: No Preference/Any
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Description

You will lead the DevOps and MLOps engineering team, owning the release pipeline and infrastructure for machine learning workloads.

Responsibilities

  • Manage and scale MLOps teams with 3+ years of leadership experience.
  • Deploy and maintain cloud infrastructure on GCP, ensuring robust containerization with Docker and Kubernetes.
  • Implement task orchestration and model tracking using MLflow, Kubeflow, Airflow, Vertex AI, or Azure ML.
  • Automate CI/CD pipelines using GitLab CI/CD, GitHub Actions, Jenkins, or GCP Cloud Build.
  • Troubleshoot Linux/Unix environments and manage dependency resolution and build processes.

Required Skills

  • 5+ years of experience in DevOps, MLOps, or related engineering roles.
  • Strong proficiency in Python for scripting and automation.
  • Hands-on experience with GCP, Docker, and Kubernetes.
  • Familiarity with edge computing architectures.
  • Expertise in version control (Git) and dependency management.
  • Experience with testing, automation, and build tools like Bazel.
  • Understanding of data engineering concepts including Spark, SQL, and Kafka.

Preferred Skills

  • Data engineering proficiency with Beam, Pandas, or GCP Dataflow.
  • Experience with Azure ML or Vertex AI.

Education

Any Graduate

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