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The engineer will develop data pipelines and reporting layers to track engineering metrics such as merge rates and review cycle times. They are responsible for extracting data from platforms like GitHub, ServiceNow, and Jira to provide actionable insights into development processes.
SQL, Python for data pipelines, and a reporting layer — Power BI preferred
• GitHub data extraction via REST and GraphQL APIs: pull-request lifecycle, review events, Actions run telemetry. Must be able to derive merge rate, review cycle time and reviewer effort per pull request.
• ServiceNow reporting and data extraction, specifically the Vulnerability Response module and Application Vulnerable Item records; ServiceNow Table and REST APIs.
• Jira extraction and defect metrics at product grain.
• Engineering-metrics literacy (DORA or equivalent) and the judgment to distinguish an activity count from an outcome.
• Able to build an attribution model that records how a finding was closed — by agent, by tooling, or manually.
Nice To Have
Planview or comparable resource/time systems.
• GitHub Copilot usage and telemetry APIs.
• Dimensional data modeling.
• Experience instrumenting a program that was under scrutiny, where the numbers were contested.
SQL, Python for data pipelines, and a reporting layer — Power BI preferred
• GitHub data extraction via REST and GraphQL APIs: pull-request lifecycle, review events, Actions run telemetry. Must be able to derive merge rate, review cycle time and reviewer effort per pull request.
• ServiceNow reporting and data extraction, specifically the Vulnerability Response module and Application Vulnerable Item records; ServiceNow Table and REST APIs.
• Jira extraction and defect metrics at product grain.
• Engineering-metrics literacy (DORA or equivalent) and the judgment to distinguish an activity count from an outcome.
• Able to build an attribution model that records how a finding was closed — by agent, by tooling, or manually.
Nice To Have
Planview or comparable resource/time systems.
• GitHub Copilot usage and telemetry APIs.
• Dimensional data modeling.
• Experience instrumenting a program that was under scrutiny, where the numbers were contested.
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