Data Engineer (Code Mining & Telemetry)

#### **Job Responsibilities** * **Data Mining \& Extraction:** Mine code repositories to construct data\-driven software metrics. Utilize Abstract Syntax Trees (AST) for representation of structure of source code. Conduct analysis of the code structure, to identify deep dependencies and usage patterns of platform libraries and web services. * **Metadata Standardization:** Implement validation logic within DevHub (Backstage) to design and mandate automation\-critical metadata and enforce Canonical Internal Automation IDs across the ecosystem. * **Graph Database Implementation:** Architect and implement graph database solutions (using Gen AI/RAG techniques where applicable) to map "Known Unknowns" and complex dependency chains between Edge, AWS Cloud, and Foundation services. * **Telemetry Integration:** Map quantitative metrics to confirmed systems to visualize real\-time adoption and performance of reusable assets. * **Algorithm Development:** Develop algorithms to calculate metrics based on defined acceptance criteria. #### **Expectations** * **Core Technical Stack:** Advanced proficiency in Python, knowledge of JS, and extensive experience with Version Control Systems and CI/CD p...