Data modeler demographics and statistics in the US
Data modeler demographics research summary. Zippia estimates data modeler demographics and statistics in the United States by using a database of 30 million profiles. Our data modeler 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 modelers after extensive research and analysis:
- There are over 18,745 data modelers currently employed in the United States.
- 29.0% of all data modelers are women, while 71.0% are men.
- The average data modeler age is 45 years old.
- The most common ethnicity of data modelers is White (51.5%), followed by Asian (28.6%), Hispanic or Latino (8.1%) and Black or African American (6.2%).
- Data modelers are most in-demand in Jersey City, NJ.
- San Francisco, CA pays an annual average wage of $131,961, the highest in the US.
- In 2022, women data modelers earned 85% of what men earned.
- Nevada is the best state for data modelers to live.
- Data modelers are 48% more likely to work at public companies in comparison to private companies.
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Data modeler demographics by:
Data modeler gender statistics
29.0% of data modelers are women and 71.0% of data modelers are men.
- Male, 71.0%
- Female, 29.0%
Data modeler gender ratio
| Gender | Percentages |
|---|---|
| Male | 71.0% |
| Female | 29.0% |
Data modeler gender pay gap
Women earn 85¢ for every $1 earned by men
Male income
$102,734
Female income
$87,828
Data modeler gender ratio over time
This data breaks down the percentage of men and women in data modeler positions over time. Currently, 29.0% of data modelers are female.
Data modeler gender ratio by year
| Year | Male | Female |
|---|---|---|
| 2010 | 67.14% | 32.86% |
| 2011 | 66.42% | 33.58% |
| 2012 | 71.66% | 28.34% |
| 2013 | 67.33% | 32.67% |
| 2014 | 69.65% | 30.35% |
| 2015 | 70.33% | 29.67% |
| 2016 | 68.34% | 31.66% |
| 2017 | 69.58% | 30.42% |
| 2018 | 73.00% | 27.00% |
| 2019 | 72.52% | 27.48% |
| 2020 | 73.32% | 26.68% |
| 2021 | 71.01% | 28.99% |
Data modeler related jobs gender ratio
We compared data modelers with similar job titles to see how gender ratios vary. As you can see, dell certified systems expert and software applications architect have the biggest gender ratio gaps.
| Job title | Male | Female |
|---|---|---|
| Informatics Nurse Specialist | 13% | 87% |
| Clinical Support Specialist | 22% | 78% |
| Clinic Administrator | 23% | 77% |
| Data Modeler | 71% | 29% |
| Senior Data Center Engineer | 98% | 2% |
| Software Applications Architect | 98% | 2% |
| Dell Certified Systems Expert | 99% | 1% |
Male
Female
100%
75%
50%
25%
0%
0%
25%
50%
75%
100%
Data modeler demographics by race
The most common ethnicity among data modelers is White, which makes up 51.5% of all data modelers. Comparatively, 28.6% of data modelers are Asian and 8.1% of data modelers are Hispanic or Latino.
- White, 51.5%
- Asian, 28.6%
- Hispanic or Latino, 8.1%
- Black or African American, 6.2%
- Unknown, 5.1%
- American Indian and Alaska Native, 0.5%
Data modeler race
| Data modeler race | Percentages |
|---|---|
| White | 51.5% |
| Asian | 28.6% |
| Hispanic or Latino | 8.1% |
| Black or African American | 6.2% |
| Unknown | 5.1% |
| American Indian and Alaska Native | 0.5% |
Data modeler race and ethnicity over time
See how data modeler racial and ethnic diversity trended since 2010 according to the United States Census Bureau data.
Data modeler race and ethnicity by year
| Year | White | Black or African American | Asian | Hispanic or Latino |
|---|---|---|---|---|
| 2010 | 61.33% | 7.81% | 23.99% | 5.61% |
| 2011 | 59.68% | 8.31% | 24.25% | 5.95% |
| 2012 | 57.76% | 7.74% | 24.26% | 7.58% |
| 2013 | 58.08% | 6.19% | 26.35% | 6.28% |
| 2014 | 57.74% | 7.93% | 26.04% | 5.92% |
| 2015 | 55.26% | 7.65% | 26.63% | 7.36% |
| 2016 | 56.22% | 6.44% | 26.10% | 8.38% |
| 2017 | 60.20% | 6.77% | 24.43% | 5.96% |
| 2018 | 57.33% | 6.90% | 27.45% | 5.95% |
| 2019 | 54.33% | 6.03% | 29.66% | 7.31% |
| 2020 | 54.75% | 5.40% | 27.71% | 7.32% |
| 2021 | 51.53% | 6.16% | 28.65% | 8.08% |
Data modeler wage gap by race
According to our data, asian data modelers have the highest average salary compared to other ethnicities. Black or african american data modelers have the lowest average salary at $96,666.
| Ethnicity | Salary |
|---|---|
| Unknown | $100,163 |
| White | $101,756 |
| Black or African American | $96,666 |
| Asian | $112,785 |
| Hispanic or Latino | $102,984 |
Average data modeler age
See how the average age of data modelers varies based on ethnicity and gender.
Male
Female
Data modeler age by race and gender
| Race | Male age | Female age |
|---|---|---|
| Unknown | 40 | 51 |
| White | 47.5 | 49 |
| Black or African American | 39 | 45.5 |
| Asian | 43 | 41 |
| Hispanic or Latino | 42 | 48 |
Data modeler age breakdown
The average age of data modelers is 40+ years years old, representing 66% of the data modeler population.
Data modeler age breakdown
| Data Modeler Years | Percentages |
|---|---|
| 40+ years | 66% |
| 30-40 years | 28% |
| 20-30 years | 6% |
Data modeler educational attainment
The most common degree for data modelers is bachelor's degree, with 70% of data modelers earning that degree. The second and third most common degree levels are master's degree degree at 25% and master's degree degree at 2%.
- Bachelor's, 70%
- Master's, 25%
- Diploma, 2%
- Associate, 1%
- Other Degrees, 2%
Data modelers by degree level
| Data modeler degree | Percentages |
|---|---|
| Bachelor's | 70% |
| Master's | 25% |
| Diploma | 2% |
| Associate | 1% |
| Other Degrees | 2% |
Data modeler jobs you might like
Data modeler wage gap by degree level
According to the data, data modelers with a Master's degree earn more than those without, at $114,202 annually. With a Bachelor's degree, data modelers earn a median annual income of $108,204 compared to $96,932 for data modelers with an Associate degree.
| Education | Salary |
|---|---|
| Master's Degree | $114,202 |
| Bachelor's Degree | $108,204 |
| Some College/ Associate Degree | $96,932 |
Data modeler employment statistics
Most data modelers work for a public in the technology industry.
Company size where data modelers work
Below, you can see the size of companies where data modelers work.
Data modeler jobs by employer size
| Company size | Percentages |
|---|---|
| < 50 employees | 3% |
| 50 - 100 employees | 8% |
| 100 - 500 employees | 14% |
| 500 - 1,000 employees | 4% |
| 1,000 - 10,000 employees | 24% |
| > 10,000 employees | 46% |
Data modeler jobs by company type
Employees with the data modeler job title have their preferences when it comes to working for a company. For instance, most data modelers prefer to work at public companies over private companies.
Data modeler jobs by sector
| Company type | Percentages |
|---|---|
| Education | 3% |
| Public | 48% |
| Private | 48% |
| Government | 1% |
Data modeler jobs by industry
The most common industries for data modelers are technology, finance and professional.
Data modeler industry statistics
| Industry | Percentages |
|---|---|
| Fortune 500 | 22% |
| Technology | 18% |
| Finance | 15% |
| Professional | 6% |
| Insurance | 6% |
| Health Care | 5% |
| Retail | 5% |
| Telecommunication | 4% |
| Education | 3% |
| Pharmaceutical | 2% |
| Media | 2% |
| Transportation | 2% |
| Manufacturing | 2% |
| Energy | 2% |
| Automotive | 1% |
| Hospitality | 1% |
| Real Estate | 1% |
Data modeler turnover and employment statistics
Data modeler unemployment rate over time
The unemployment rate for data modelers between 2008 and the most recent data has varied, according to the Bureau of Labor Statistics.
Data modeler unemployment rate by year
| Year | Data modeler unemployment rate |
|---|---|
| 2010 | 4.04% |
| 2011 | 4.28% |
| 2012 | 3.96% |
| 2013 | 3.17% |
| 2014 | 2.57% |
| 2015 | 2.22% |
| 2016 | 1.97% |
| 2017 | 2.33% |
| 2018 | 2.29% |
| 2019 | 3.15% |
| 2020 | 2.39% |
| 2021 | 3.48% |
Average data modeler tenure
The average data modeler stays at their job for 1-2 years, based on the 1,881 data modelers resumes in Zippia's database.
Data modeler tenure statistics
| Number of years | Percentages |
|---|---|
| Less than 1 year | 33% |
| 1-2 years | 47% |
| 3-4 years | 5% |
| 5-7 years | 10% |
| 8-10 years | 3% |
| 11+ years | 2% |
Data modeler LGBT ratio compared to similar jobs
Review the percent of data modelers 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 |
|---|---|---|
| Data Modeler | 6.37% | - |
| Network Developer | 7.31% | 168,647 |
| Software Engineering Supervisor | 8.46% | 244,884 |
| Securities Research Analyst | 8.59% | 71,233 |
| Lead Information Technology Engineer | 9.03% | 156,485 |
| Software Engineer Senior In Quality | 10.54% | 257,757 |
| PC Analyst | 10.88% | 53,014 |
Similar data modeler jobs LGBT demographics
| Profession | Percentages of LGBT | Job openings |
|---|---|---|
| Network Developer | 7.31% | 168,647 |
| Software Engineering Supervisor | 8.46% | 244,884 |
| Securities Research Analyst | 8.59% | 71,233 |
| Lead Information Technology Engineer | 9.03% | 156,485 |
| Software Engineer Senior In Quality | 10.54% | 257,757 |
| PC Analyst | 10.88% | 53,014 |
Foreign languages spoken by data modelers
The most common foreign language among data modelers is Chinese at 16.7%. The second-most popular foreign language spoken is German at 16.7% and Yoruba is the third-most popular at 16.7%.
- Chinese, 16.7%
- German, 16.7%
- Yoruba, 16.7%
- Spanish, 16.7%
- Korean, 16.7%
- Other, 16.5%
Data modeler languages spoken
| Foreign language | Percentages |
|---|---|
| Chinese | 16.7% |
| German | 16.7% |
| Yoruba | 16.7% |
| Spanish | 16.7% |
| Korean | 16.7% |
| Other | 16.5% |
