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Proof operator demographics and statistics in the US

Proof operator demographics research summary. Zippia estimates proof operator demographics and statistics in the United States by using a database of 30 million profiles. Our proof operator estimates are verified against BLS, Census, and current job openings data for accuracy. Zippia's data science team found the following key facts about proof operators after extensive research and analysis:

  • There are over 12,867 proof operators currently employed in the United States.
  • 84.7% of all proof operators are women, while 15.3% are men.
  • The average proof operator age is 46 years old.
  • The most common ethnicity of proof operators is White (57.7%), followed by Hispanic or Latino (17.2%), Black or African American (11.6%) and Asian (8.1%).
  • In 2022, women earned 96% of what men earned.
  • 7% of all proof operators are LGBT.
  • Proof operators are 53% more likely to work at private companies in comparison to public companies.
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Proof operator demographics by:

Proof operator gender statistics

84.7% of proof operators are women and 15.3% of proof operators are men.
  • Female, 84.7%
  • Male, 15.3%

Proof operator gender ratio

GenderPercentages
Female84.7%
Male15.3%

Proof operator gender pay gap

Women earn 96¢ for every $1 earned by men

male-income
Male income
$39,589
female-income
Female income
$37,861

Proof operator gender ratio over time

This data breaks down the percentage of men and women in proof operator positions over time. Currently, 84.7% of proof operators are female.
Male
Female
100%
80%
60%
40%
20%
0%
2010
2011
2012
2013
2014
2015
2016
2017
2018
2019
2020
2021

Proof operator gender ratio by year

YearMaleFemale
201012.92%87.08%
201114.31%85.69%
201213.01%86.99%
201312.85%87.15%
201413.40%86.60%
201513.44%86.56%
201614.31%85.69%
201714.08%85.92%
201815.45%84.55%
201915.86%84.14%
202015.95%84.05%
202115.28%84.72%

Proof operator related jobs gender ratio

We compared proof operators with similar job titles to see how gender ratios vary. As you can see, time recorder and recovery agent have the biggest gender ratio gaps.

Job titleMaleFemale
Insurance Billing Clerk5%95%
Receptionist/Accounts Receivable5%95%
Directory Clerk7%93%
Proof Operator15%85%
Recovery Agent69%31%
Time Recorder71%29%

Proof operator demographics by race

The most common ethnicity among proof operators is White, which makes up 57.7% of all proof operators. Comparatively, 17.2% of proof operators are Hispanic or Latino and 11.6% of proof operators are Black or African American.
  • White, 57.7%
  • Hispanic or Latino, 17.2%
  • Black or African American, 11.6%
  • Asian, 8.1%
  • Unknown, 4.4%
  • American Indian and Alaska Native, 1.0%

Proof operator race

Proof operator racePercentages
White57.7%
Hispanic or Latino17.2%
Black or African American11.6%
Asian8.1%
Unknown4.4%
American Indian and Alaska Native1.0%

Proof operator race and ethnicity over time

See how proof operator racial and ethnic diversity trended since 2010 according to the United States Census Bureau data.

Proof operator race and ethnicity by year

YearWhiteBlack or African AmericanAsianHispanic or Latino
201063.72%13.19%6.78%13.86%
201163.53%13.45%6.17%14.00%
201264.52%12.12%6.57%14.35%
201363.86%12.85%6.56%14.19%
201463.62%12.65%6.25%14.59%
201563.53%12.80%7.23%13.81%
201662.95%12.50%6.84%14.86%
201763.10%12.28%6.78%15.27%
201862.19%12.21%7.67%15.09%
201964.79%11.15%6.80%14.51%
202060.65%12.59%6.77%15.20%
202157.69%11.64%8.11%17.22%

Proof operator wage gap by race

According to our data, asian proof operators have the highest average salary compared to other ethnicities. Black or african american proof operators have the lowest average salary at $38,699.
$42,000
$41,000
$40,000
$39,000
$38,000
Unknown
White
Black or African American
Asian
Hispanic or Latino
EthnicitySalary
Unknown$39,126
White$39,217
Black or African American$38,699
Asian$40,845
Hispanic or Latino$40,093

Average proof operator age

See how the average age of proof operators varies based on ethnicity and gender.
Male
Female

Proof operator age by race and gender

RaceMale ageFemale age
Black or African American4248
Unknown4048
Asian3542
Hispanic or Latino3543
White4049
American Indian and Alaska Native49

Proof operator age breakdown

The average age of proof operators is 40+ years years old, representing 69% of the proof operator population.

40+ years

30-40 years

20-30 years


Proof operator age breakdown

Proof Operator YearsPercentages
40+ years69%
30-40 years22%
20-30 years9%

Proof operator educational attainment

The most common degree for proof operators is bachelor's degree, with 31% of proof operators earning that degree. The second and third most common degree levels are high school diploma degree at 29% and high school diploma degree at 26%.
  • Bachelor's, 31%
  • High School Diploma, 29%
  • Associate, 26%
  • Diploma, 7%
  • Other Degrees, 7%

Proof operators by degree level

Proof operator degreePercentages
Bachelor's31%
High School Diploma29%
Associate26%
Diploma7%
Other Degrees7%

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Proof operator wage gap by degree level

According to the data, proof operators with a Master's degree earn more than those without, at $45,756 annually. With a Bachelor's degree, proof operators earn a median annual income of $40,569 compared to $36,876 for proof operators with an Associate degree.
$47,000
$45,000
$43,000
$41,000
$39,000
$37,000
$35,000
Master's Degree
High School Diploma or Less
Bachelor's Degree
Some College/ Associate Degree
EducationSalary
Master's Degree$45,756
High School Diploma or Less$36,640
Bachelor's Degree$40,569
Some College/ Associate Degree$36,876

Proof operator employment statistics

Most proof operators work for a private in the finance industry.

Company size where proof operators work

Below, you can see the size of companies where proof operators work.

< 50 employees

50 - 100 employees

100 - 500 employees

500 - 1,000 employees

1,000 - 10,000 employees

> 10,000

Proof operator jobs by employer size

Company sizePercentages
< 50 employees6%
50 - 100 employees20%
100 - 500 employees25%
500 - 1,000 employees9%
1,000 - 10,000 employees25%
> 10,000 employees14%

Proof operator jobs by company type

Employees with the proof operator job title have their preferences when it comes to working for a company. For instance, most proof operators prefer to work at private companies over public companies.

Public

Private

Government

Proof operator jobs by sector

Company typePercentages
Education0%
Public45%
Private53%
Government1%

Proof operator jobs by industry

The most common industries for proof operators are finance, professional and technology.

Finance

Fortune 500

Professional

Technology

Manufacturing

Proof operator turnover and employment statistics

Proof operator unemployment rate over time

The unemployment rate for proof operators between 2008 and the most recent data has varied, according to the Bureau of Labor Statistics.

Proof operator unemployment rate by year

YearProof operator unemployment rate
20106.56%
20116.69%
20125.66%
20134.95%
20144.05%
20153.34%
20162.98%
20172.84%
20182.85%
20192.04%
20203.35%
20213.55%

Average proof operator tenure

The average proof operator stays at their job for 1-2 years, based on the 5,203 proof operators resumes in Zippia's database.

Less than one year

1-2 years

3-4 years

5-7 years

8-10 years

11+ years

Proof operator tenure statistics

Number of yearsPercentages
Less than 1 year16%
1-2 years41%
3-4 years19%
5-7 years13%
8-10 years4%
11+ years7%

Proof operator LGBT ratio compared to similar jobs

Review the percent of proof operators that are members of the LGBT community. You can see how this compares to similar jobs in the chart below.
Job titleLGBTJob openings
Departmental Buyer6.59%8,917
Bill Checker6.92%7,009
Head Teller7.10%17,164
Proof Operator7.32%-
Account Specialist7.90%116,010
Senior Payroll Specialist9.54%6,310
Safety Deposit Clerk10.47%80,063

Similar proof operator jobs LGBT demographics

ProfessionPercentages of LGBT Job openings
Departmental Buyer6.59%8,917
Bill Checker6.92%7,009
Head Teller7.10%17,164
Account Specialist7.90%116,010
Senior Payroll Specialist9.54%6,310
Safety Deposit Clerk10.47%80,063

Foreign languages spoken by proof operators

The most common foreign language among proof operators is Spanish at 46.0%. The second-most popular foreign language spoken is Cantonese at 7.1% and Hmong is the third-most popular at 6.2%.
  • Spanish, 46.0%
  • Cantonese, 7.1%
  • Hmong, 6.2%
  • Tagalog, 5.3%
  • Chinese, 4.4%
  • Other, 31.0%

Proof operator languages spoken

Foreign languagePercentages
Spanish46.0%
Cantonese7.1%
Hmong6.2%
Tagalog5.3%
Chinese4.4%
Other31.0%

Proof operator jobs

Proof operator location demographics

Which city has the most Proof Operators?

By looking through more than 5,203 resumes, we found that the most popular places for proof operators are Birmingham, AL and Chicago, IL.
Number of Proof Operators

Proof operator jobs by state

RankStateNumber of jobsAverage salary
1Massachusetts1,211$36,869
2New Jersey879$33,315
3Rhode Island153$36,804
4District of Columbia134$35,002
5Hawaii98$36,367
6Alaska95$42,062
7Florida69$36,964
8California67$41,194
9Texas27$38,269
10Pennsylvania26$42,803
11Georgia19$36,951
12New York18$39,046
13Tennessee16$38,024
14Ohio13$35,414
15Kentucky11$33,492
16Oregon10$44,742
17Indiana10$38,160
18Kansas10$30,721
19Illinois10$32,504
20Nevada9$36,825
21Alabama9$26,316
22Utah8$35,297
23Michigan7$43,210
24Louisiana7$31,658
25South Carolina7$31,293
26Arizona7$29,503
27New Mexico6$40,354
28Maryland6$35,289
29Missouri6$33,584
30Minnesota6$31,165
31Virginia6$28,365
32Wisconsin5$40,050
33South Dakota5$35,991
34Oklahoma4$38,949
35North Carolina4$27,054
36Colorado3$34,372
37Iowa3$32,211
38Mississippi3$31,538
39Arkansas2$38,281
40Delaware2$35,755
41Connecticut2$36,783
42Idaho1$39,899
43Maine0$40,012
44Washington0$41,499
45North Dakota0$38,190
46New Hampshire0$36,904
47Montana0$36,859
48Vermont0$36,786
49West Virginia0$34,538
50Nebraska0$34,614
51Wyoming0$29,450

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