What does a Data Analyst do?

Data analysts research and use data to solve problems, optimize profit, minimize turnover, or streamline logistics, and to help companies make better business decisions. They assess a company’s complex information including sales numbers, market research, or behavior, with the goal of reaching simpler, smarter conclusions, and use their technical expertise to stress test the data for quality and accuracy.

Data analysts collect, process, and perform statistical analysis of data and translate the numbers into a layman's terms. By identifying trends and making predictions about the future, they help companies make sense of how they work. Data analysts regulate, normalize, and calibrate data to extract that can be used alone or with other numbers and use charts, graphs, tables, and graphics to explain what the data mean across specific amounts of time or various departments. Data analysts need a bachelor's degree in mathematics, finance, statistics, economics, or computer science.

null null

Average Years of Experience

0 - 1
24%
2 - 4
55%
5 - 7
12%
8+
9%

Common Skill Sets

SQL Server
Relational Database
Microsoft EXCEL
Statistics
Querying
Python
Power BI
Dashboarding

Data Analyst Seniority Levels

L2
Data Analyst
$54,000/yr
L4
Data Analyst IV
No Salary Reports
Statistical Analyst
11% made the transition
Data Scientist
36% made the transition
See Career Path

Data Analyst Salaries

Average Base Pay

S$4,242 /month
Same as national average
Not including cash compensation
See More Insights
S$3K
Median: S$4K
S$7K
See More Insights
Glassdoor Estimated Salary

Data Analyst jobs