AI-Driven Transmission Risk Model Engineer

Cornerstone Global Partners (CGP Group); United States; Ibrido; USD 120.000 - 190.000; Tempo pieno

Vantaggi offerti da questo lavoro

Competitive salary

Medical, dental, and vision insurance

401(k) plan with company match

Generous paid time off (PTO)

Company-paid holidays

Flexible work options

On-call compensation

Descrizione del lavoro

Cornerstone Global Partners (CGP Group) is seeking a Risk Model Engineer to own the transit risk models within a new AI-driven threat and risk platform for pipeline asset integrity. You will translate existing probabilistic models into the Databricks/Azure stack, extend coverage, and build a reusable model library.

You will work closely with ML Ops, data engineering, and domain experts to productionize models, provide validation evidence, and support regulators and customers with transparent

Competenze

• Hands-on experience in pipeline integrity, operations, consultancy, or regulatory work.
• Familiarity with pipeline integrity standards and regulations (ASME B31.8S, 49 CFR 192, CSA Z662).
• Experience building or validating quantitative risk, reliability, or failure models for physical infrastructure.
• No single requirement is mandatory; strength in one area can offset gaps in others.

Mansioni

• Migrate existing probabilistic model code to the risk management platform and validate results.
• Integrate model inputs from diverse datasets across our product offerings.
• Extend threat coverage across transmission pipeline threats (corrosion, cracking, third-party damage, etc.).
• Design and build time-series, anomaly detection, and geospatial models for inspection, sensor, and maintenance data.
• Implement industry-standard probabilistic models alongside in-house and customer-built models.
• Collaborate with ML Ops, data engineering, data science, and experts to move models from concept to implementation.
• Produce validation evidence suitable for regulatory, audit, customer, or formal review.

Descrizione del lavoro

Cornerstone Global Partners (CGP Group) is seeking a Risk Model Engineer to own the transit risk models within a new AI-driven threat and risk platform for pipeline asset integrity. You will translate existing probabilistic models into the Databricks/Azure stack, extend coverage, and build a reusable model library.

You will work closely with ML Ops, data engineering, and domain experts to productionize models, provide validation evidence, and support regulators and customers with transparent