Senior AI Infrastructure Developer

7 days ago

Ellore, Andhra Pradesh, India beBeeMachineLearning Full time ₹ 1,50,00,000 - ₹ 2,00,00,000
Job Overview

We are seeking a highly skilled Senior MLOps Engineer to own the productionization of models from tracked experiments to governed releases, ensuring resilient services with clear SLOs, runbooks, and fast, safe rollbacks.

Key Responsibilities

  • Build automation-first delivery using reproducible builds, layered tests, and environment promotion via CI/CD pipelines and Infrastructure as Code.
  • Engineer scalable serving using batch and real-time inference on cloud-based environments and model serving platforms with probes, autoscaling, and canary/blue-green deployments.
  • Instrument end-to-end observability, detect drift/regressions, and lead incidents and post-mortems that drive durable fixes.
  • Partner across teams to translate requirements into designs, architectural decision records, and change plans, balancing security, privacy, cost, and performance tradeoffs.
  • Continuously reduce toil through automation, optimize model/GPU/LLM cost, and evolve templates/playbooks for repeatable delivery.

Requirements

  • Bachelor's degree in Computer Science, Engineering, Data Science, or a related field, and 3+ years of relevant experience, or High School Diploma/General Education Degree and 6+ years of relevant experience.
  • 3+ years operating ML systems in production (MLOps).
  • Experience with Python for ML engineering and developing CI/CD pipelines for ML/GenAI.
  • Experience deploying and operating compute for ML and secure data access patterns.
  • Experience implementing MLflow tracking, model registry & governed promotion, packaging & deployment to multi-target runtimes.
  • Experience operating real-time + batch/streaming inference workloads, ML observability, layered testing, workflow orchestration, and cost optimization.
  • Experience designing and implementing IAM least-privilege, secrets/key management for CI/CD pipelines; privacy and compliance awareness.

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