Data-Driven Decisions for Impact
June 2025
Last update: 8 June 2025

In this challenge, I learned how to apply data science to make smarter business decisions. I explored AI, machine learning, and ethical data use, and developed a practical data-driven solution for a real-world business case.

Predictive recruitment campaign marketing:

Deliverables:

Data sources:

For privacy reasons, the company names have been removed from the Excel list. This information is available separately.

The cleaned dataset is still a work in progress. I’m exploring whether I can manually add the salary data and whether any additional rows need to be removed or added.

The JobDigger data is a work-in-progress. I expect to receive the test data and an API this week.

Get in touch

contact

Eindhoven, Netherlands.

info@esthervanhelmont.nl