Overview
What this challenge is about.
ESG Reporting Gaps for a 40-Person SaaS Scale-up. Beginner-friendly challenge in analysis. Analyzing real datasets and building models that drive decisions, ...
The Brief
What you'll do, and what you'll demonstrate.
Design a lean ESG reporting framework for DataFlow that addresses enterprise client requirements and focuses on material issues for a SaaS company.
This is not a data exercise. It is the work an analyst does when stakeholders need answers from messy data. That distinction matters to every hiring manager who has seen candidates describe statistical methods and none who have extracted insight from messy, real-world data.
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
- Conduct a materiality assessment using industry standards (SASB, GRI)
- Identify relevant ESG metrics for a technology company
- Design a simple, scalable reporting framework
- Understand enterprise client expectations for ESG data
Program Fit
Where this fits in your program.
Sharpens the same skills your degree expects you to demonstrate.
Aligned coursework coming soon.
Skills
Skills you'll demonstrate.
Each one shows up on your verified credential.
- Materiality Assessment
Apply materiality assessment to solve real industry problems and demonstrate production-level capability.
- Esg Metrics
Apply esg metrics to solve real industry problems and demonstrate production-level capability.
- Sustainability Reporting
Apply sustainability reporting to solve real industry problems and demonstrate production-level capability.
- Stakeholder Analysis
Apply stakeholder analysis 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: