What you’ll learn
Document your process, evidence and improvements so employers can understand what you contributed.
Start with a business question
Choose a question that someone at a company might actually ask: Why are deliveries late? Which marketing channel performs best? What causes a reporting process to fail? Keep the scope narrow enough to finish. A clear problem is more useful than an impressive-sounding tool list.
Show the work, not just the result
Include the brief, a summary of the data, your approach, and the final artifact. Explain at least one choice you made and one limitation. If you used AI, state how you checked the output. Remove or anonymize confidential company information before sharing anything publicly.
Write a decision-focused summary
A recruiter or manager may not open every notebook or dashboard. Begin with three short lines: the problem, the finding, and the recommended action. Then offer a link to the deeper evidence. Clear communication is itself a professional skill.
Invite constructive review
Ask someone with relevant experience whether your analysis answers the question, whether the method is sound, and whether the recommendation is practical. Keep the feedback and improve the artifact. Expert validation should refer to what was actually reviewed, not to broad claims about every skill you possess.
Organize your Skills Passport
For each reviewed project, include its title, business context, deliverables, tools used, demonstrated competencies, and reviewer information where available and authorized. A Skills Passport is strongest when it makes the evidence easy to inspect.
Use the project in conversations
Instead of saying “I know data analysis,” explain: “I analyzed a sample delivery dataset, identified two likely causes of delays, and proposed a monitoring dashboard.” That statement gives an interviewer something specific to discuss. One thoughtful project can open a better conversation than a long list of buzzwords.
Build your first project for your Skills Passport
Explore a practical business challenge, apply what you know, and build work you can explain.
Explore career missionsCareer scenarios are illustrative. A project is a way to explore and demonstrate skills, not a guarantee of a job or career outcome.