Practicing Data Analysis Is Broken Too (Not Just Hiring)
Most analyst practice trains execution on clean toy problems instead of judgment under ambiguity.
Read the essay← All categories
Category
Learning & Careers
Practicing analysis, finding your place in data, and growing through the human side of the work.
For people learning the work, building a career, or helping others develop.
Reading guide
What questions are we asking?
Growing as a data professional means practicing judgment and learning to work with people. The technical exercise, the interview, and the message to someone you admire all benefit from a clear purpose and an honest account of what you know.
- What should analytical practice teach beyond syntax?
- How do you evaluate your first data role?
- How can you approach someone on LinkedIn with a useful question?
A suggested reading path
Practicing Data Analysis Is Broken Too (Not Just Hiring)
Consider whether your practice includes ambiguity, validation, and tradeoffs.
First Data Job Interviews
Prepare questions about the team, the work, and how your time is treated.
How to approach people you don't know on LinkedIn
Use the Inigo Montoya structure to introduce yourself and make a specific request.
The Imposter Syndrome
Read a personal perspective on uncertainty and professional self-doubt.
Try it at work
Choose your next practice task and write down one judgment call you want to improve. After solving it, review that choice as carefully as whether the code ran.
All essays in this category
First Data Job Interviews
Questions to ask in your first data job interview: the work, the team, mistakes, growth, and whether the process respects your time.
Read the essay
The Imposter Syndrome
A personal perspective on imposter syndrome in data careers, comparing yourself with colleagues, and talking openly about what you do not know.
Read the essay
How to approach people you don't know on LinkedIn
How to message someone you do not know on LinkedIn: introduce yourself, explain the context, and make a specific request with the Inigo Montoya method.
Read the essay