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Lead - Data & ML Platform Engineering

CareerNet Technologies Pvt Ltd

 

Bangalore, Karnataka, India

Posted On: 15+ days ago
Experience: 14+ years
Availability: Hybrid
Openings: 1
Category: Sr. ML Platform Engineer
Tenure: No Preference/Any
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Description

Lead the architecture and development of the v2.0 intelligence layer on the Lakehouse platform, standardizing MLOps and expanding Agentic AI capabilities.

This role is on-site.

Responsibilities

  • Architect and build the v2.0 intelligence layer for the Lakehouse platform, ensuring sub-second latency across tens of thousands of retail stores.
  • Standardize MLOps processes and drive platform operations to optimize performance for high-traffic digital channels.
  • Manage, architect, and perform code reviews while actively contributing to development alongside the platform engineering team.
  • Oversee the transition and management of data engineers within the platform group.

Required Skills

  • 14+ years of total experience, with 8–12 years specifically in Data/ML Platform Engineering.
  • Expertise in Databricks, Unity Catalog, Delta Lake, MLflow, and Mosaic AI.
  • Proven experience in MLOps, Data Platform Engineering, and Agentic AI.
  • Strong background in platform operations and code review practices.

Preferred Skills

  • Experience with FinOps, data governance, quality frameworks, and Lakehouse architecture.
  • Background in retail network platforms, high-traffic channels, sub-second latency optimization, and AI-ready platform engineering.

Education

Any Graduate

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