Data analyst demographics and statistics in the US
Data analyst demographics research summary. Zippia estimates data analyst demographics and statistics in the United States by using a database of 30 million profiles. Our data analyst estimates are verified against BLS, Census, and current job openings data for accuracy. Zippia's data science team found the following key facts about data analysts after extensive research and analysis:
- There are over 93,471 data analysts currently employed in the United States.
- 49.8% of all data analysts are women, while 50.2% are men.
- The average data analyst age is 43 years old.
- The most common ethnicity of data analysts is White (64.9%), followed by Asian (14.5%), Hispanic or Latino (8.5%) and Black or African American (7.5%).
- In 2022, women earned 95% of what men earned.
- 12% of all data analysts are LGBT.
- Data analysts are 52% more likely to work at public companies in comparison to private companies.
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Data analyst demographics by:
Data analyst gender statistics
49.8% of data analysts are women and 50.2% of data analysts are men.
- Male, 50.2%
- Female, 49.8%
Data analyst gender ratio
| Gender | Percentages |
|---|---|
| Male | 50.2% |
| Female | 49.8% |
Data analyst gender pay gap
Women earn 95¢ for every $1 earned by men
Male income
$74,061
Female income
$70,056
Data analyst gender ratio over time
This data breaks down the percentage of men and women in data analyst positions over time. Currently, 49.8% of data analysts are female.
Data analyst gender ratio by year
| Year | Male | Female |
|---|---|---|
| 2010 | 53.23% | 46.77% |
| 2011 | 52.92% | 47.08% |
| 2012 | 53.16% | 46.84% |
| 2013 | 52.72% | 47.28% |
| 2014 | 51.04% | 48.96% |
| 2015 | 52.50% | 47.50% |
| 2016 | 51.75% | 48.25% |
| 2017 | 51.18% | 48.82% |
| 2018 | 53.11% | 46.89% |
| 2019 | 51.40% | 48.60% |
| 2020 | 49.74% | 50.26% |
| 2021 | 50.20% | 49.80% |
Data analyst related jobs gender ratio
We compared data analysts with similar job titles to see how gender ratios vary. As you can see, timber buyer and chief estimator have the biggest gender ratio gaps.
| Job title | Male | Female |
|---|---|---|
| Wedding Coordinator | 9% | 91% |
| Conference Planning Manager | 9% | 91% |
| Human Resources Administrative Assistant | 9% | 91% |
| Data Analyst | 50% | 50% |
| Electronic Security Specialist | 94% | 6% |
| Chief Estimator | 95% | 5% |
| Timber Buyer | 97% | 3% |
Male
Female
100%
75%
50%
25%
0%
0%
25%
50%
75%
100%
Data analyst demographics by race
The most common ethnicity among data analysts is White, which makes up 64.9% of all data analysts. Comparatively, 14.5% of data analysts are Asian and 8.5% of data analysts are Hispanic or Latino.
- White, 64.9%
- Asian, 14.5%
- Hispanic or Latino, 8.5%
- Black or African American, 7.5%
- Unknown, 4.4%
- American Indian and Alaska Native, 0.2%
Data analyst race
| Data analyst race | Percentages |
|---|---|
| White | 64.9% |
| Asian | 14.5% |
| Hispanic or Latino | 8.5% |
| Black or African American | 7.5% |
| Unknown | 4.4% |
| American Indian and Alaska Native | 0.2% |
Data analyst race and ethnicity over time
See how data analyst racial and ethnic diversity trended since 2010 according to the United States Census Bureau data.
Data analyst race and ethnicity by year
| Year | White | Black or African American | Asian | Hispanic or Latino |
|---|---|---|---|---|
| 2010 | 73.63% | 7.25% | 11.18% | 5.95% |
| 2011 | 72.89% | 7.34% | 11.56% | 6.21% |
| 2012 | 71.83% | 7.72% | 11.96% | 6.40% |
| 2013 | 71.71% | 7.41% | 12.37% | 6.40% |
| 2014 | 72.02% | 7.49% | 12.44% | 6.03% |
| 2015 | 70.92% | 7.02% | 12.71% | 7.02% |
| 2016 | 70.70% | 6.95% | 13.08% | 6.90% |
| 2017 | 70.28% | 7.26% | 13.09% | 7.00% |
| 2018 | 70.38% | 6.71% | 13.37% | 7.10% |
| 2019 | 68.16% | 7.26% | 14.06% | 7.97% |
| 2020 | 66.37% | 7.26% | 13.36% | 8.59% |
| 2021 | 64.85% | 7.52% | 14.51% | 8.51% |
Data analyst wage gap by race
According to our data, asian data analysts have the highest average salary compared to other ethnicities. Black or african american data analysts have the lowest average salary at $71,135.
| Ethnicity | Salary |
|---|---|
| Unknown | $73,923 |
| White | $74,944 |
| Black or African American | $71,135 |
| Asian | $77,640 |
| Hispanic or Latino | $72,823 |
Average data analyst age
See how the average age of data analysts varies based on ethnicity and gender.
Male
Female
Data analyst age by race and gender
| Race | Male age | Female age |
|---|---|---|
| Unknown | 40 | 39.5 |
| White | 45 | 46 |
| Black or African American | 42 | 46 |
| Asian | 39 | 37 |
| Hispanic or Latino | 39.5 | 40 |
Data analyst age breakdown
The average age of data analysts is 40+ years years old, representing 59% of the data analyst population.
Data analyst age breakdown
| Data Analyst Years | Percentages |
|---|---|
| 40+ years | 59% |
| 30-40 years | 27% |
| 20-30 years | 13% |
Data analyst educational attainment
The most common degree for data analysts is bachelor's degree, with 65% of data analysts earning that degree. The second and third most common degree levels are master's degree degree at 15% and master's degree degree at 12%.
- Bachelor's, 65%
- Master's, 15%
- Associate, 12%
- High School Diploma, 3%
- Other Degrees, 5%
Data analysts by degree level
| Data analyst degree | Percentages |
|---|---|
| Bachelor's | 65% |
| Master's | 15% |
| Associate | 12% |
| High School Diploma | 3% |
| Other Degrees | 5% |
Data analyst jobs you might like
Data analyst wage gap by degree level
According to the data, data analysts with a Doctorate degree earn more than those without, at $85,768 annually. With a Master's degree, data analysts earn a median annual income of $81,723 compared to $74,921 for data analysts with an Bachelor's degree.
| Education | Salary |
|---|---|
| Master's Degree | $81,723 |
| Bachelor's Degree | $74,921 |
| Doctorate Degree | $85,768 |
Data analyst employment statistics
Most data analysts work for a public in the technology industry.
Company size where data analysts work
Below, you can see the size of companies where data analysts work.
Data analyst jobs by employer size
| Company size | Percentages |
|---|---|
| < 50 employees | 2% |
| 50 - 100 employees | 5% |
| 100 - 500 employees | 9% |
| 500 - 1,000 employees | 5% |
| 1,000 - 10,000 employees | 24% |
| > 10,000 employees | 55% |
Data analyst jobs by company type
Employees with the data analyst job title have their preferences when it comes to working for a company. For instance, most data analysts prefer to work at public companies over private companies.
Data analyst jobs by sector
| Company type | Percentages |
|---|---|
| Education | 8% |
| Public | 52% |
| Private | 39% |
| Government | 2% |
Data analyst jobs by industry
The most common industries for data analysts are technology, finance and health care.
Data analyst industry statistics
| Industry | Percentages |
|---|---|
| Fortune 500 | 24% |
| Technology | 17% |
| Finance | 13% |
| Health Care | 8% |
| Professional | 7% |
| Education | 6% |
| Insurance | 4% |
| Telecommunication | 3% |
| Manufacturing | 3% |
| Media | 2% |
| Retail | 2% |
| Energy | 2% |
| Pharmaceutical | 1% |
| Internet | 1% |
| Hospitality | 1% |
| Transportation | 1% |
| Government | 1% |
| Automotive | 1% |
| Non Profits | 1% |
| Real Estate | 1% |
| Start-up | 1% |
Data analyst turnover and employment statistics
Data analyst unemployment rate over time
The unemployment rate for data analysts between 2008 and the most recent data has varied, according to the Bureau of Labor Statistics.
Data analyst unemployment rate by year
| Year | Data analyst unemployment rate |
|---|---|
| 2010 | 6.86% |
| 2011 | 4.96% |
| 2012 | 5.00% |
| 2013 | 4.70% |
| 2014 | 4.15% |
| 2015 | 3.56% |
| 2016 | 3.57% |
| 2017 | 3.12% |
| 2018 | 3.13% |
| 2019 | 3.02% |
| 2020 | 4.33% |
| 2021 | 4.32% |
Average data analyst tenure
The average data analyst stays at their job for 1-2 years, based on the 61,216 data analysts resumes in Zippia's database.
Data analyst tenure statistics
| Number of years | Percentages |
|---|---|
| Less than 1 year | 31% |
| 1-2 years | 34% |
| 3-4 years | 11% |
| 5-7 years | 14% |
| 8-10 years | 5% |
| 11+ years | 5% |
Data analyst LGBT ratio compared to similar jobs
Review the percent of data analysts that are members of the LGBT community. You can see how this compares to similar jobs in the chart below.
| Job title | LGBT | Job openings |
|---|---|---|
| Chief Estimator | 4.41% | 24,116 |
| Logistics Planning Engineer | 8.65% | 26,509 |
| Summer Research Fellow | 10.00% | 55,011 |
| Fireworks Display Specialist | 11.05% | 19,881 |
| Finance Compliance Officer | 11.64% | 135,277 |
| Data Analyst | 12.44% | - |
| Community Fundraiser | 19.25% | 10,777 |
Similar data analyst jobs LGBT demographics
| Profession | Percentages of LGBT | Job openings |
|---|---|---|
| Chief Estimator | 4.41% | 24,116 |
| Logistics Planning Engineer | 8.65% | 26,509 |
| Summer Research Fellow | 10.00% | 55,011 |
| Fireworks Display Specialist | 11.05% | 19,881 |
| Finance Compliance Officer | 11.64% | 135,277 |
| Community Fundraiser | 19.25% | 10,777 |
Foreign languages spoken by data analysts
The most common foreign language among data analysts is Spanish at 38.7%. The second-most popular foreign language spoken is French at 11.3% and Chinese is the third-most popular at 10.0%.
- Spanish, 38.7%
- French, 11.3%
- Chinese, 10.0%
- Mandarin, 8.4%
- German, 4.2%
- Other, 27.4%
Data analyst languages spoken
| Foreign language | Percentages |
|---|---|
| Spanish | 38.7% |
| French | 11.3% |
| Chinese | 10.0% |
| Mandarin | 8.4% |
| German | 4.2% |
| Other | 27.4% |
