BI Analyst/Data Analyst·5 min read
BI analyst vs data analyst: roles, skills, and hiring
What separates a BI analyst from a data analyst, where the roles overlap, and how to hire for the work you actually need.
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Analytics and career guides for data professionals.
Analytics work combines technical skill with decisions, stakeholders, and communication. These guides cover BI and data analyst roles, portfolios, interviews, requirements, and the business context that makes analysis useful. They are written for people building a career in data and for teams hiring or managing analysts.
6 guidesUpdated Apr 3, 2026
data analyst careerBI analystanalytics portfolioanalyst interviewstakeholder management
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The latest guides in this topic.
Three recent starting points. The full list is below.
Careers·5 min read
A data portfolio that shows business thinking
How to build a data portfolio that demonstrates business judgement: decision-led projects, clear assumptions, defensible recommendations, and clean write-ups.
Working together·5 min read
Excel expert or data analyst: which do you need?
The two titles overlap, but they solve different problems. An Excel expert improves the workbook; a data analyst improves the decision and the data behind it.
All Analytics & Careers guides
Every guide is listed by publication date. Use the titles to find the question closest to the work in front of you.
- BI analyst vs data analyst: roles, skills, and hiring5 min read
- A data portfolio that shows business thinking5 min read
- Excel expert or data analyst: which do you need?5 min read
- Working with stakeholders who change requirements5 min read
- Analyst interview questions that reveal judgement5 min read
- What to prepare before hiring a data analyst3 min read
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