Careers
Choosing Your First Data Project: Small, Boring and Finished
Analysts get hired for finished work. Here is how to pick a project you will actually complete.
Ray Underwood
Senior Analyst · Jul 27, 2026 · 5 min read
Aspiring analysts often start with enormous ambitions: predict the stock market, model climate change, rebuild a recommendation engine. Most of those projects are abandoned in week two.
Pick a question you care about
Local data is wonderful for this: rickshaw fares, rainfall, exam results, cricket scorecards. Curiosity will carry you through the dull parts of cleaning.
Constrain the scope
- 01One dataset, one question.
- 02A deadline of two weekends.
- 03A deliverable a stranger can read in five minutes.
- 04A short note on what you would do with more time.
“A finished small project teaches more than an abandoned big one.”
Publish it
Put the notebook, the chart and a two-paragraph summary online. Hiring managers read these. They are looking for clear thinking and honest limitations far more than clever models.
Put it into practice
Courses that build on this idea
Product Design Foundations
Go from curious beginner to confident product designer with a complete, portfolio-ready case study.
Leading Product Teams
Grow from individual contributor to a leader who builds trust, clarity and momentum in a team.
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