什么是商业智能分析师
What does a business intelligence analyst do?
A business intelligence analyst, also known as a BI analyst, uses data and other information to help organizations make sound business decisions.
Though exact job descriptions can vary, a business intelligence analyst’s role can be broadly broken down into three parts:
· Breaking down key business data: A business intelligence analyst might gather, clean, and analyze data like revenue, sales, market information, or customer engagement metrics of a business. BI analysts can also be asked to program tools and data models to help visualize or monitor data.
· Interpreting the data: Finding patterns or seeing areas in the data that signal a potential for improvement in business practices is a key part of a BI analyst’s job. For example, a BI analyst might analyze market trends to understand how a company might need to adapt its product.
· Sharing findings: Sharing findings can include anything from visualizing data in graphs and charts, to putting reports together and presenting in front of other teams or clients. Business intelligence analysts will also make recommendations to improve or grow the business based on their findings.
A business intelligence analyst in the US makes an average salary of $87,866, according to June 2023 data from Glassdoor. This figure combines base pay with additional compensation such as tips, commissions, cash bonuses, and profit sharing.
Compare the business intelligence analyst salary to that of similar roles:
Role |
Salary |
Data analyst |
$70,119 |
Business analyst |
$82,288 |
Product analyst |
$79,671 |
Business intelligence consultant |
$145,104 |
Senior business intelligence analyst |
$120,755 |
Business intelligence architect |
$140,028 |
Business intelligence manager |
$141,710 |
Business intelligence analysts can get their careers started in analytical roles like data analyst. They can go on to become business intelligence consultants, business intelligence architects, managers, or other senior positions.
Business intelligence analysts vs. business analysts: What’s the difference?
Business analysts, not to be confused with BI analysts, also analyze information to make recommendations to improve a business. But while BI analysts deal more directly with data to find insights, business analysts typically deal with the practical applications of those insights.
How to become a business intelligence analyst
Here are skills a BI analyst typically has and the paths you can take to acquire them.
· Database tools: Working with data will be a key part of your job. Knowing how to manage data using common data tools such as Excel and SQL are essential. Familiarity with data analysis tools that offer machine learning solutions has also become an increasingly sought-after skill among BI analysts.
· Data visualization: Knowledge of services like Tableau and Power BI are often cited in job descriptions as important skills to have. These tools help create graphs and other visualizations of data.
· Coding languages: As a BI analyst, you can be asked to create systems or processes to help analyze data and monitor key aspects of the business. Familiarity with coding languages like Python, Java, or R is often sought after in job listings.
· Financial and business knowledge: A good understanding of business practices and finance will be critical to providing insights on improving the business.
· Communication: A business intelligence analyst often speaks in front of teams or creates written reports in order to share findings. Having the written and verbal communication skills to synthesize research and recommendations is often core to the role.
Becoming a business intelligence analyst
There are several paths you can take to become a business intelligence analyst.
Professional certificates or online courses
You can also become a Certified Business Intelligence Professional (CBIP) if you have two or more years of experience in computer information systems, data modeling, systems analysis, or a related field.
Bachelor’s degrees: A bachelor’s degree can bring you both the technical and critical thinking skills needed of a BI analyst. Focus your studies on a quantitative field like finance, mathematics, or data science.
Master’s degrees: A master’s degree can build on your previous experience and education to pivot you into a business intelligence analyst role. It’s a good idea to take your past experience into consideration in deciding what field is best for your master’s.
If you’ve worked in business for several years and need a stronger background in data, a master’s in data science might suit your needs. If you have a solid understanding of data analysis but need better business understanding, an MBA program with a focus on business analytics might be what you’re looking for.