About Irth Solutions
Irth Solutions is a leading provider of cloud-based SaaS software for damage prevention, asset integrity, stakeholder engagement and land management, helping energy, utility, telecom, and infrastructure companies protect their critical network infrastructure. With nearly three decades of industry experience, Irth serves customers across North America and continues to expand its platform with recent data-driven and AI-powered capabilities.
MLOps / LLMOps Engineer – Insights (AI/ML)
Location: Remote – India
Department: Insights (AI/ML)
Reports to: Data Platform & Analytics Manager
About the Role
Irth is building a governed, multi-cloud Lakehouse on Databricks to unlock cross-product insights, enforce data residency, and accelerate AI/ML innovation for our customers.
We are looking for an MLOps/LLMOps Engineer to translate this foundation into scalable, automated, secure, and observable machine learning and LLM services.
You will work closely with Data Science, Data Engineering, Platform, Product,



and domain teams to productionize ML and GenAI capabilities supporting Irth’s key industries:
Damage Prevention
Asset Integrity
Land Management
Stakeholder Engagement
This is a pivotal role in establishing reusable engineering patterns for data contracts, lineage, data quality, security, CI/CD, model deployment, monitoring, and operational reliability.
You will help ensure that models and LLM applications move efficiently from experimentation into production—and remain reliable, observable, secure, and cost-effective throughout their lifecycle.
Key Responsibilities
1. Build the ML/LLM Platform on the Lakehouse
Operationalize the complete ML lifecycle—including training, evaluation, packaging, deployment, and monitoring—on Databricks.
Implement ML workflows using the Bronze → Silver → Gold medallion architecture with Delta Lake as the underlying storage layer.
Establish implementation patterns for Unity Catalog model management, preparing model assets for cat

📌 MLOps / LLMOps Engineer (Mid-Level) (India)
🏢 Irth Solutions
📍 India