Devops Engineer

2 weeks ago

Bengaluru, Karnataka, India Talent Hired-the Job Store Full time ₹ 20,00,000 - ₹ 25,00,000 per year

We are seeking a highly skilled DevOps Engineer with experience in Generative AI (GenAI) to support the development, deployment, and scaling of AI/ML infrastructure, pipelines, and applications. The ideal candidate will have a strong foundation in traditional DevOps practices, cloud infrastructure, and CI/CD automation, along with hands-on experience working with AI/ML frameworks, large language models (LLMs), and containerized AI services.

Key Responsibilities:

  • Design, implement, and manage scalable cloud infrastructure for AI/ML and GenAI applications.
  • Automate and manage CI/CD pipelines for model training, evaluation, and deployment.
  • Build and maintain MLOps workflows including data ingestion, model versioning, and deployment pipelines.
  • Containerize AI/GenAI models using Docker, Kubernetes, or similar technologies.
  • Collaborate with data scientists and ML engineers to operationalize generative AI models (e.g., LLMs, diffusion models).
  • Optimize system performance and cost-efficiency for large-scale model training and inference.
  • Monitor and manage model serving endpoints, GPU utilization, and cloud resources.
  • Implement observability (logging, tracing, metrics) for AI/ML workloads.
  • Manage secure access, secrets, and compliance for AI infrastructure.
  • Evaluate and integrate tools such as MLflow, Weights & Biases, Hugging Face, or LangChain as needed.

Required Qualifications:

  • Experience in DevOps, MLOps, or Infrastructure Engineering.
  • Strong experience with CI/CD tools (GitLab CI, Jenkins, ArgoCD, etc.).
  • Proficiency in cloud platforms (AWS, Azure, GCP) and infrastructure as code (Terraform, CloudFormation).
  • Experience with container orchestration (Kubernetes, EKS/GKE/AKS).
  • Familiarity with AI/ML lifecycle management and tools (MLflow, Kubeflow, Airflow).
  • Hands-on experience with GenAI platforms and models (e.g., OpenAI, LLaMA, Stable Diffusion, Hugging Face Transformers).
  • Scripting/programming skills in Python, Bash, or similar languages.

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