AI Model Deployment Specialist

1 week ago


Kozhikode, Kerala, India beBeeMachineLearning Full time ₹ 2,00,00,000 - ₹ 2,50,00,000
Job Title: Senior MLOps Engineer

We are seeking an experienced MLOps Engineer to join our team in developing and deploying AI models at scale. As a key member of our engineering team, you will be responsible for productionizing models from tracked experiments to governed releases, ensuring resilient services with clear SLOs, runbooks, and fast, safe rollbacks.

Key Responsibilities:

  • Productionize models from experiments to governed releases, ensuring resilient services.
  • Build automation-first delivery using GitLab CI and Terraform-based IaC.
  • Engineer scalable serving solutions for batch and real-time inference.
  • Instrument end-to-end observability and detect drift/regressions.
  • Partner across teams to translate requirements into designs and lead incident post-mortems.
  • Continuously reduce toil through automation and optimize model/GPU/LLM cost.

Requirements:

  • Bachelor's degree in Computer Science, Engineering, Data Science or related field.
  • Experience with Python for ML engineering, including packaging, typing, testing, performance.
  • Experience developing GitLab CI for ML and Terraform for ML.
  • Deploying and operating compute for ML and secure data access patterns.
  • Implementing MLflow tracking, model registry & governed promotion.
  • Operating real-time + batch/streaming inference workloads, ML observability, layered testing, workflow orchestration and cost optimization.

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