FICTIONAL BENCHMARK JOB DESCRIPTION — career-change-evidence — version 1

Junior Data Analyst
Fixture Data Team (fictional)
Hobart, TAS

ROLE
Support business reporting with SQL and Python, communicate data issues and maintain reliable analytics models in a production environment.

RESPONSIBILITIES AND REQUIREMENTS
• Business reporting and reconciliation.
• Workplace SQL and Python analysis.
• Data-issue communication.
• Production warehouse or dbt models.
• Prior employment as a data analyst.
• Financial decision or budget ownership.

APPLICATION
Show concrete evidence for each important requirement. Keep the scope of participation, ownership, qualifications and measured outcomes accurate. Submit a tailored resume based on your career record.

This is a fictional vacancy for a reproducible research protocol, not an available job.