TIMP Model Engineer
Risk Model Engineer — Pipeline Integrity (Transmission)
Location: Remote (US or Canada)
Department: Insights (AI/ML)
Reports to: Data Science Team Lead
About the Role
Irth is building a new AI-driven threat and risk management platform for pipeline asset integrity. The platform brings together three capabilities that have never previously lived in one place at Irth:
- A governed, cross-product data platform built on Databricks and Azure.
- An AI-powered ingestion layer that normalizes, repairs, and enriches customer data without services-heavy onboarding.
- A reusable analytical layer that runs industry-standard, Irth-developed, and customer-built risk models against that data.
We are hiring a Risk Model Engineer to own the transmission risk models within this analytical layer.
Operators already run our probabilistic threat models in production inside the application. In this role, you will translate those models to the new platform, extend coverage across the transmission threat set, and build Irth’s own model library alongside our existing model suite.
Your work will produce risk outputs that pipeline operators need to understand, defend, and stand behind with regulators. The role spans physics-based probabilistic models and machine learning, feeding reliability calculations that remain explainable and defensible.
You will own th
