AI Central - Measurement and Reporting Engineer
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Job Description
Structured overview of role & requirementsAbout This Role
Develop and maintain data pipelines and reporting layers primarily using SQL, Python, and Power BI for engineering and security metrics.
Extract and analyze data from GitHub, ServiceNow Vulnerability Response, and Jira to produce actionable metrics such as merge rate, review cycle time, defect metrics, and vulnerability closure attribution.
Build attribution models and provide insights that differentiate between activity counts and outcome-oriented engineering metrics, including DORA metrics or equivalents.
Minimum Requirements
Proficiency in SQL and Python for data pipeline development.
Experience with GitHub REST and GraphQL APIs for extracting pull request and telemetry data.
Familiarity with ServiceNow reporting, specifically Vulnerability Response module and API usage.
Work Experience Required: Not explicitly mentioned in the JD.
Ideal Candidate Profile
Experience with engineering metrics frameworks like DORA or similar and strong judgment to interpret such metrics meaningfully.
Demonstrated ability to instrument and report on scrutinized programs where metric accuracy was critical and potentially contested.
Familiarity with dimensional data modeling and building attribution models that can assign task closures to agents, tooling, or manual interventions.