AFC Data Analyst

Your role

Data Analysis & Reporting

Analyze AFC transaction data (smart cards, mobile tickets, contactless payments) to identify trends in ridership, revenue, and passenger flow.

Develop dashboards and reports tracking KPIs such as ridership, fare evasion, peak usage, and revenue leakage.

Perform data validation and quality checks to ensure integrity of AFC datasets.

Transportation Insights

Provide insights into passenger travel patterns, route performance, and network utilization.

Support planning teams with demand forecasting and capacity planning.

Analyze multimodal integration (bus, metro, tram) using AFC data.

Advanced Analytics

Build predictive models for ridership forecasting, fare optimization, and demand analysis.

Apply statistical techniques and machine learning where applicable.

Conduct scenario analysis to support policy or fare structure changes.

System & Data Management

Work with AFC system vendors and internal IT teams to manage data pipelines and integrations.

Extract, transform, and load (ETL) large datasets from AFC systems and data warehouses.

Ensure compliance with data governance and security standards.

Stakeholder Collaboration

Collaborate with operations, finance, and planning teams to translate data into actionable insights.

Present findings and recommendations to senior stakeholders and leadership.

Support audits and regulatory reporting requirements.