Senior Data Engineer – AI-Ready Data Pipelines

Trane Technologies plc; Davidson (NC); On-site; USD 91,000 - 190,000; Full time

Benefits offered by this job

Health insurance

401K match

Tuition assistance

Paid time off

Job summary

Trane Technologies plc is seeking a Senior Data Scientist focused on data engineering to discover, connect, transform, and operationalize engineering data for downstream AI systems and workflows. You’ll work across distributed data sources, metadata, and cloud platforms.

You will build ingestion pipelines, connect data, implement cataloging and quality controls, and design interfaces for AI applications while leveraging GitHub workflows, CI/CD, and Terraform for repeatable deployments.

Qualifications

• Bachelor's degree in data engineering, computer science, engineering, or related field.
• Master’s degree preferred.
• Experience discovering and integrating distributed data sources.
• Experience with structured and unstructured engineering data.
• Experience with metadata, cataloging, lineage, and discoverability.
• Experience with data quality, validation, and observability.
• GCP or comparable cloud data-platform experience.
• Experience preparing data and knowledge for retrieval and agent use.
• Experience with graph, entity, and relationship modeling.
• Experience building reusable headless data services.
• Experience with GitHub workflows, CI/CD, and automated testing.
• Experience with requirements, specifications, constitutions, contracts, and AI harnesses.
• Experience with security, access control, privacy, and governance.
• Production deployment and operational-support experience.

Responsibilities

• Discover engineering data and knowledge sources across distributed systems and repositories.
• Build data-ingestion, and integration pipelines.
• Connect structured and unstructured engineering data.
• Implement metadata, cataloging, lineage, and discoverability capabilities.
• Establish data quality, validation, and observability practices.
• Implement GCP or comparable cloud data platform services.
• Design interfaces for downstream AI systems and applications.
• Prepare data and knowledge for retrieval and agent use.
• Support graphs, entities, and relationship modeling.
• Build reusable headless data services.
• Use GitHub workflows, CI/CD, Terraform, and automated testing.
• Prepare requirements, specifications, constitutions, contracts, context, and AI harnesses.
• Implement security, access control, privacy, and governance controls.
• Deploy and support production data services.
• Use Terraform for infrastructure provisioning and repeatable environment management.

Skills

Distributed data sources

Ingestion pipelines

Metadata/cataloging

Data quality

GCP/cloud data

CI/CD automation

GitHub workflows

Terraform

Education

Bachelor’s degree in data engineering or related field

Master’s degree preferred

Tools

GCP

Terraform

GitHub Actions

Job description

Trane Technologies plc is seeking a Senior Data Scientist focused on data engineering to discover, connect, transform, and operationalize engineering data for downstream AI systems and workflows. You’ll work across distributed data sources, metadata, and cloud platforms.

You will build ingestion pipelines, connect data, implement cataloging and quality controls, and design interfaces for AI applications while leveraging GitHub workflows, CI/CD, and Terraform for repeatable deployments.