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Data Analyst
AtkinsRéalisData Analyst supporting data-driven decision-making in public transportation systems. Involves analyzing AFC transaction data and providing insights on rider behavior and revenue.
Tech Stack
Tools & technologiesETLHadoopPythonSparkSQLTableau
About the role
Key responsibilities & impact- 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.
- 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.
- 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.
- 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.
Requirements
What you’ll need- Bachelor’s degree in Data Science, Statistics, Computer Science, Transportation Engineering, or related field.
- Master’s degree preferred.
- 10+ years of experience in data analysis, ideally within public transportation or mobility sectors.
- Proven experience working with AFC systems (e.g., Cubic, Thales, Scheidt & Bachmann, etc.).
- Strong proficiency in: SQL (advanced level), Python or R for data analysis, Data visualization tools (Power BI, Tableau).
- Experience with: Big data platforms (e.g., Hadoop, Spark), GIS tools (ArcGIS/QGIS) for spatial analysis, ETL tools and data warehousing concepts.
- Strong understanding of public transportation operations, fare structures and ticketing systems, transit KPIs and performance metrics.
- Strong analytical and problem-solving skills.
- Excellent communication and storytelling with data.
- Ability to work cross-functionally in complex environments.
Benefits
Comp & perks- Tax-free salary.
- Life insurance coverage.
- Medical insurance.
- Annual leave balance.
- Company gratuity scheme.
- Discretionary bonus program.
- Annual flight contribution.
- Transportation & housing allowances.
- Employee Wellbeing Program: 24/7 access to specialists in finance, legal matters, family care, personal health, fitness, and nutrition.
ATS Keywords
✓ Tailor your resumeApplicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills & Tools
data analysisSQLPythonRdata visualizationpredictive modelingstatistical techniquesmachine learningscenario analysisdemand forecasting
Soft Skills
analytical skillsproblem-solving skillscommunicationstorytelling with datacollaborationcross-functional teamwork