Senior AI and ML Platform Engineer

2 days ago


Bengaluru, Karnataka, India Piramal Finance Full time ₹ 12,00,000 - ₹ 36,00,000 per year

Senior AI and ML Platform Engineer

Location:
Bangalore

Team:
AI & ML Platform Engineering

Role Summary

As a Senior ML & AI Platform Engineer, you'll design, build, and operate infrastructure for the full ML/AI lifecycle — from data preparation and training to deployment and monitoring. You'll integrate foundational models, manage agent orchestration, optimize latency and cost, and ensure safe, compliant, and scalable AI and ML operations.

Key Responsibilities

  • Build and operate end-to-end ML/AI pipelines.
  • Automate CI/CD for ML/AI with Jenkins, integrate MLflow for tracking and registry.
  • Deploy scalable batch and online inference systems using Docker and Kubernetes/ECS.
  • Implement observability for model.
  • Manage streaming pipelines with Kafka and Flink.
  • Lead Agent & Foundational Model Operations, manage RAG pipelines and vector stores, handle prompt/tool management, caching, routing, and guardrails.

Required Skills

  • 3 - 5 years in Software/ML/AI Engineering with production-grade ML/AI systems.
  • Strong Python and distributed processing (PySpark).
  • Proficiency with MLflow, Jenkins, Git, Docker, Kubernetes/ECS, AWS, Grafana, Databricks.
  • Experience with Kafka/Flink and building scalable inference services.
  • Hands-on with
    LangGraph
    ,
    LangChain
    ,
    ADK
    and related agent frameworks.
  • Familiarity with vector databases, RAG pipelines, prompt engineering, and safety guardrails.

Preferred Qualifications

  • B.Tech/M.Tech


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