Designing a Dynamic Pricing Engine for a Ride-Hailing Startup
Overview
What this challenge is about.
Designing a Dynamic Pricing Engine for a Ride-Hailing Startup. Advanced challenge in code. Writing production code that solves real engineering problems, ear...
The Brief
What you'll do, and what you'll demonstrate.
How can CityGo implement a dynamic pricing strategy that maximizes revenue without significantly increasing customer wait times?
This is not a coding exercise. It is the work a software engineer does between a Jira ticket and a merged PR. That distinction matters to every hiring manager who has seen candidates solve LeetCode problems and none who have shipped production code under real constraints.
When you finish, you will have something most graduates do not: a real-world deliverable, verified by Ewance, that you can show to a hiring manager and say "I did this. Here is the proof."
When you finish, you will have something most graduates do not: a real-world deliverable, verified by Ewance, that you can show to a hiring manager and say "I did this. Here is the proof."
When you finish, you will have something most graduates do not: a real-world deliverable, verified by Ewance, that you can show to a hiring manager and say "I did this. Here is the proof."
Earning criteria — what you'll demonstrate
- Write a Python simulation that models a real-time system with time intervals
- Apply data structures (DataFrames) to manage time-series data
- Implement a business rule (dynamic pricing formula) and evaluate its impact
- Collaborate in a team to divide tasks and integrate code modules
- Communicate technical results to a non-technical audience via slides
Program Fit
Where this fits in your program.
Sharpens the same skills your degree expects you to demonstrate.
Programming for Business Applications
Bachelor · Data
Strong alignment
This challenge maps to Programming for Business Applications at the Bachelor level. It sharpens the same practical skills your coursework expects — but in a real industry context with actual constraints and deliverables.
Skills
Skills you'll demonstrate.
Each one shows up on your verified credential.
- Python
Write clean, efficient Python for data processing, automation, and backend services.
- Pandas
Apply pandas to solve real industry problems and demonstrate production-level capability.
- Simulation
Apply simulation to solve real industry problems and demonstrate production-level capability.
- Pricing Strategy
Apply pricing strategy to solve real industry problems and demonstrate production-level capability.
- Data Analysis
Analyze real datasets, build models, and communicate findings that drive decisions.
- Presentation
Apply presentation to solve real industry problems and demonstrate production-level capability.
Careers
Career paths this challenge builds toward
Completing this challenge demonstrates skills that transfer directly to these roles: