What Is a Business Intelligence Analyst?
A business intelligence (BI) analyst is a professional who extracts data from business systems, cleans and models it, and turns it into dashboards and reports that help managers make decisions: they connect the questions a business asks with the data that can answer them.
This guide explains what BI analysts do, the skills and tools the role calls for, how it compares to data analysts and data scientists, and how to validate your skills with the CertiProf Business Intelligence Analyst Professional Certification (BIAPC™).
What does a BI analyst do?
BI analysts work between the business and its data. A sales director wants to know which regions are falling behind; an operations manager needs to see delays by supplier. The BI analyst finds the data, prepares it and builds the report or dashboard that answers the question, then keeps it up to date.
Many BI platforms now include AI assistants that can draft queries, formulas and summaries. They speed up the work, but the analyst still defines the right question, checks that the data is correct and explains what the numbers mean.
- Gather requirements: which decisions the business needs to make and which KPIs support them
- Extract and load data from databases, spreadsheets, ERP, CRM and cloud sources
- Clean and transform data so it is consistent and reliable
- Build data models that combine several sources
- Design dashboards and reports that are easy to read and act on
- Present findings to stakeholders and keep reports updated
The four skill areas of a BI analyst
Every BI project moves data through the same stages. These are the skill areas the BIAPC™ validates:
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Extract and load
Connect to data sources and load the data you need into the BI tool.
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Transform
Clean, shape and standardize the data so it can be trusted.
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Model and combine
Relate tables and combine data from different sources into one model.
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Visualize for decisions
Build visualizations and dashboards that support decision-making.
Based on the BIAPC™ learning objectives, covered with Power BI and Qlik Sense.
A BI analyst’s workflow, step by step
A typical report or dashboard project follows these steps:
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Define the question
Agree with stakeholders on the decision to support and the KPIs that measure it.
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Find and extract the data
Identify the sources and load the relevant data into the BI tool.
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Prepare the data
Fix errors, remove duplicates, unify formats and create the fields you need.
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Model the data
Relate tables and define the measures the report will use.
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Visualize and share
Build the dashboard, explain the findings and refresh it as new data arrives.
Skills and tools a BI analyst needs
Good BI analysts combine technical skills with an understanding of the business:
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Data foundations
- SQL and relational databases
- Data modeling (facts, dimensions, relationships)
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BI tools
- Power BI: Power Query, data model and reports
- Qlik Sense: data load, associative model and apps
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Business acumen
- KPIs and how the business makes money
- Turning a vague request into a clear question
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Communication
- Clear dashboard design
- Explaining results to non-technical people
Tools commonly used in BI work (the BIAPC™ covers Power BI and Qlik Sense):
- Power BI
- Qlik Sense
- SQL
- Excel
- Tableau
- Looker
- Python
- AI assistants in BI tools
BI analyst vs. data analyst vs. data scientist
The three roles work with data but answer different questions. Titles overlap from company to company:
| BI analyst | Data analyst | Data scientist | |
|---|---|---|---|
| Main question | What is happening in the business, and why? | What does this data set tell us? | What will happen, and what should we do? |
| Typical work | Dashboards, reports, KPIs and data models | Ad hoc analysis, cleaning and reporting | Statistical and machine-learning models |
| Typical tools | Power BI, Qlik Sense, SQL, Excel | SQL, Excel, Python, BI tools | Python, R, SQL, ML platforms |
| CertiProf credentials | BIFPC™ → BIAPC™ | DSTPC™ (Data Storytelling) | BDPC™ (Big Data) |
BI analyst career outlook
BI analysts hold titles such as BI analyst, BI developer, reporting analyst, data analyst or Power BI developer. The U.S. Bureau of Labor Statistics does not publish a separate figure for BI analysts; the closest occupation it tracks is data scientists:
Median annual wage for data scientists in the United States in May 2025. Employment is projected to grow 35% from 2025 to 2035, much faster than average.
Source: U.S. Bureau of Labor Statistics, Occupational Outlook Handbook. Pay varies by country, experience, company and job title.
How to become a BI analyst
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Learn the BI basics
Understand data warehousing, ETL and visualization. Take the free Business Intelligence Foundation (BIFPC™) exam to check your knowledge.
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Learn SQL and data modeling
Practice querying databases and designing simple models with fact and dimension tables.
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Practice with Power BI and Qlik Sense
Load, transform and visualize real data sets in both tools, the two covered by the BIAPC™.
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Build a portfolio
Publish a few dashboards that answer clear business questions and explain the decisions they support.
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Get certified
Validate your skills with the CertiProf Business Intelligence Analyst Professional Certification (BIAPC™) online exam.
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Keep growing
Add Data Storytelling (DSTPC™) to present insights better or Big Data (BDPC™) to work with larger data platforms.
Who takes the BIAPC™
- Business analysts
- Financial analysts
- Operations managers
- Sales professionals
- Managers
- Engineers
- Consultants
- Business planning professionals
- Entrepreneurs and startup founders
Get your Business Intelligence Analyst certification
CertiProf Business Intelligence Analyst Professional Certification (BIAPC™)
Validates your ability to extract, transform, model and visualize data with Power BI and Qlik Sense to support decision-making.
- Format
- Multiple choice
- Questions
- 40
- Passing score
- 32 of 40 (80%)
- Duration
- 60 minutes
- Delivery
- Online
- Languages
- English, Spanish, French, Portuguese
- Tools covered
- Power BI, Qlik Sense
- Certification type
- Professional
- Validity
- 3 years
- Prerequisites
- None
- 2 exam attempts
- Voucher by email right after purchase
- Voucher valid 6 months
- Digital badge issued by BadgeClaimed (Open Badges 3.0)
Already have a voucher? Start your exam in:
BIAPC™ success stories
I’m happy to share that I’ve obtained a new certification: Business Intelligence Analyst Professional Certification - BIAPC from CertiProf!
Original in English · See post on LinkedIn
Feliz de compartir mi certificado en “Business Intelligence Analyst” de #certiprof. 💻 👩💻 📊
Original in Spanish · See post on LinkedIn
Companies with BIAPC™-certified professionals
Frequently asked questions
What is a business intelligence analyst?
A business intelligence (BI) analyst extracts data from business systems, cleans and models it, and turns it into dashboards and reports that help managers make decisions. The role connects business questions with the data that can answer them.
What does a BI analyst do day to day?
A BI analyst gathers requirements from stakeholders, extracts and transforms data, builds data models, designs dashboards and reports, and explains the results. Keeping existing reports accurate and up to date is also part of the job.
What is the difference between a BI analyst and a data analyst?
The roles overlap. A BI analyst focuses on recurring dashboards, KPIs and data models that the business uses to track performance. A data analyst more often answers one-off questions with ad hoc analysis. Many companies use the two titles interchangeably.
Do I need to know how to code to become a BI analyst?
You do not need to be a programmer. Tools such as Power BI and Qlik Sense let you load, transform and visualize data with little code. SQL is the most useful technical skill to learn, and Python helps for more advanced analysis.
Which tools does the BIAPC™ certification cover?
The Business Intelligence Analyst Professional Certification (BIAPC™) covers data extraction and loading, data transformation and data visualization using two BI tools: Power BI and Qlik Sense.
Should I take BIFPC™ or BIAPC™ first?
If business intelligence is new to you, start with the Business Intelligence Foundation (BIFPC™): its exam is free (20 questions, 30 minutes, 60% to pass), and the official certificate costs USD 50 if you pass. If you already work with BI tools, you can go straight to the BIAPC™, which has no prerequisites.
What is the BIAPC™ exam like?
It is an online exam with 40 multiple-choice questions and a 60-minute time limit. You need 32 correct answers (80%) to pass. The certification is valid for 3 years.
What happens if I don’t pass the BIAPC™ exam?
The BIAPC™ voucher includes 2 exam attempts, so you can use the second attempt. The voucher is valid for 6 months from purchase; any further attempt needs a new voucher.
Is the BI analyst certification worth it?
It is worth it if you work with data or want to move into a BI role. It gives you a structured path through extraction, transformation and visualization in Power BI and Qlik Sense, and a verifiable digital badge you can share with employers.
Ready to become a certified BI analyst?
Take the BIAPC™ exam online, any day.