SAP SuccessFactors Competency Data Automation
Automated competency extraction and monthly reporting
The Problem
Competency data was locked inside SAP SuccessFactors with limited export options. HR teams needed monthly comparisons and structured reports but manual extraction was time-consuming.
What I Built
Created a Selenium-based automation that logs into SAP SF, navigates to competency modules, extracts structured data, performs month-over-month comparisons, and generates formatted Excel reports.
My Role
Developed the complete automation solution including browser automation, data extraction, comparison logic, and report generation.
How It Works
Selenium WebDriver for SAP SuccessFactors navigation
Explicit waits for handling dynamic content loading
Pandas for data structuring and comparison logic
Excel output with formatted comparison reports
Secure credential handling for enterprise systems
Key Takeaways
Enterprise web applications require careful automation design
Data validation is crucial when extracting from HR systems
Documentation ensures maintainability