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Job outlook for data integrity analysts in the United States
Data integrity analyst job growth summary. After extensive research, interviews, and analysis, Zippia's data science team found that:
The projected data integrity analyst job growth rate is 9% from 2018-2028.
About 56,000 new jobs for data integrity analysts are projected over the next decade.
Data integrity analyst salaries have increased 8% for data integrity analysts in the last 5 years.
There are over 97,003 data integrity analysts currently employed in the United States.
There are 149,293 active data integrity analyst job openings in the US.
The average data integrity analyst salary is $79,153.
Are data integrity analyst jobs in demand?
Data integrity analyst job and salary trends over time
Data integrity analyst jobs over time
Data integrity analyst job growth rate over time
| Year | # of jobs | % of population |
|---|---|---|
| 2021 | 97,003 | 0.03% |
| 2020 | 115,463 | 0.03% |
| 2019 | 78,900 | 0.02% |
| 2018 | 102,681 | 0.03% |
| 2017 | 100,365 | 0.03% |
Average data integrity analyst salary over time
Data integrity analyst salary by year
| Year | Avg. salary | Hourly rate | % Change |
|---|---|---|---|
| 2025 | $79,153 | $38.05 | +3.4% |
| 2024 | $76,545 | $36.80 | +2.3% |
| 2023 | $74,812 | $35.97 | +0.5% |
| 2022 | $74,415 | $35.78 | +1.2% |
| 2021 | $73,530 | $35.35 | +1.7% |
Data integrity analyst jobs by state
Most common states for data integrity analysts
| Rank | State | Population | # of jobs | Employment/ 1000ppl |
|---|---|---|---|---|
| 1 | District of Columbia | 693,972 | 744 | 107% |
| 2 | Massachusetts | 6,859,819 | 2,389 | 35% |
| 3 | Maryland | 6,052,177 | 1,828 | 30% |
| 4 | Virginia | 8,470,020 | 2,457 | 29% |
| 5 | Oregon | 4,142,776 | 1,131 | 27% |
| 6 | Alaska | 739,795 | 203 | 27% |
| 7 | New Hampshire | 1,342,795 | 351 | 26% |
| 8 | Colorado | 5,607,154 | 1,341 | 24% |
| 9 | Delaware | 961,939 | 234 | 24% |
| 10 | Illinois | 12,802,023 | 2,906 | 23% |
| 11 | New Jersey | 9,005,644 | 2,027 | 23% |
| 12 | Minnesota | 5,576,606 | 1,304 | 23% |
| 13 | Utah | 3,101,833 | 719 | 23% |
| 14 | Nebraska | 1,920,076 | 433 | 23% |
| 15 | Montana | 1,050,493 | 245 | 23% |
| 16 | Connecticut | 3,588,184 | 792 | 22% |
| 17 | North Dakota | 755,393 | 167 | 22% |
| 18 | North Carolina | 10,273,419 | 2,179 | 21% |
| 19 | Georgia | 10,429,379 | 2,059 | 20% |
| 20 | Rhode Island | 1,059,639 | 216 | 20% |
Most common cities for data integrity analysts
| Rank | City | # of jobs | Employment/ 1000ppl | Avg. salary |
|---|---|---|---|---|
| 1 | Frankfort | 1 | 4% | $66,616 |
| 2 | Annapolis | 1 | 3% | $76,085 |
| 3 | Dover | 1 | 3% | $64,409 |
| 4 | Bethesda | 1 | 2% | $75,760 |
| 5 | Boston | 9 | 1% | $66,669 |
| 6 | Bellevue | 2 | 1% | $90,288 |
| 7 | Tallahassee | 2 | 1% | $80,672 |
| 8 | Grand Rapids | 1 | 1% | $65,979 |
| 9 | Atlanta | 2 | 0% | $73,956 |
| 10 | Chicago | 2 | 0% | $74,065 |
| 11 | Dallas | 2 | 0% | $71,926 |
| 12 | Washington | 2 | 0% | $84,154 |
| 13 | Baton Rouge | 1 | 0% | $73,964 |
| 14 | Denver | 1 | 0% | $58,205 |
| 15 | Des Moines | 1 | 0% | $57,320 |
Data Integrity Analyst job outlook: Expert opinions
Our panel of data integrity analyst experts
UMass Lowell
Merrimack College
University of Cincinnati Clermont College
University of North Dakota
University of Washington
Widener University
Mississippi College
University of Southern Maine
Michael Ciuchta Ph.D.
Associate Professor, Program Coordinator, Masters of Science in EntrepreneurshipUMass Lowell
Department of Marketing, Entrepreneurship & Innovation
What general advice would you give to a Data Integrity Analyst?
Michael Ciuchta Ph.D.: Remember that your first job does not define your career. You may build a career around that first job or you may use it as a valuable learning experience to change careers at some point. Eventually, what we call our careers are only really seen in hindsight. They are part of a narrative we construct about ourselves. So, don't worry to much about whether you are on the 'right path'. The right path is the one you chose at the time given the constraints and alternatives before you. But make the most of every opportunity you can to learn more about yourself - what you like, what you don't like, and what you find fulfilling about your work.
What Data Integrity Analyst skills would you recommend for someone trying to advance their career?
Michael Ciuchta Ph.D.: Obviously we are seeing a tremendous increase in AI and other digital technologies. These will become a more crucial skill set for many careers going forward. But I wouldn't downplay the role of what are traditionally seen as soft skills like empathy, communications, and judgment. Not only can these distinguish you from robots but from your human competitors as well.
What will help Data Integrity Analysts increase their earning potential?
Michael Ciuchta Ph.D.: If all you want is the highest potential starting salary, then you should aim for careers that offer them. But that is a shortsighted way to view things. For example, many careers that have tournament-like pay structures (think entertainment) often have very low starting salaries but the so-called winners enjoy outsized financial gains. If you are thinking about a more traditional career, I think it's important to make sure you are more valuable to your employer than they are to you. This means you have to market yourself, both to your current employer as well as to potential ones. Of course, this approach may not be for everyone and maximizing your salary potential is only one thing you should be considering when assessing job and career opportunities.
What general advice would you give to a Data Integrity Analyst?
Yipeng Yang: Logic and critical thinking, mathematical modeling, computer programming, data analytics, and communication.
What Data Integrity Analyst skills would you recommend for someone trying to advance their career?
Yipeng Yang: Get to know clearly the job duties quickly. Make good connections with colleagues and listen to their advices.
What will help Data Integrity Analysts increase their earning potential?
Yipeng Yang: Enhance problem-solving ability. Keep learning and improving new skills in your field.
What Data Integrity Analyst skills would you recommend for someone trying to advance their career?
Dr. Swagata Banerjee PhD: Digital literacy: As technology continues to evolve, proficiency in digital tools and platforms will become increasingly essential. Adaptability: The ability to quickly learn new skills and adapt to changing circumstances will be crucial in a rapidly evolving industry landscape. Data literacy: Understanding and analyzing data will become more important for making informed decisions and optimizing strategies. Interdisciplinary skills: The ability to work across different disciplines and collaborate effectively with diverse teams will be highly valued. Emotional intelligence: Soft skills such as empathy, communication, and teamwork will continue to be in demand as workplaces become more interconnected and dynamic.
What general advice would you give to a Data Integrity Analyst?
Joseph Spivey: I’d start by becoming as knowledgeable as possible about the salaries of people in jobs you are interested in. Compare salaries for open positions; you may be able to use your knowledge as leverage to ask for more money. When you interview, ask not just about starting salary but about how raises and promotions are handled. I wish that I had learned some basic negotiation principles when I started my career. I’d recommend the book Getting to Yes: Negotiating Agreement Without Giving In.
What Data Integrity Analyst skills would you recommend for someone trying to advance their career?
Joseph Spivey: I think technology, especially artificial intelligence, provide increasingly important tools. Mathematics graduates will need to understand how to use technology in all kinds of new ways to improve their output and efficiency. Math graduates will need to be able to identify the best technological tools for a given task and critically interpret the output. As with most technological tools, people will be best served by using technology to augment, rather than replace, their efforts.
What will help Data Integrity Analysts increase their earning potential?
Joseph Spivey: My first piece of advice is to recognize that you have achieved something hard and worthwhile by completing a mathematics major. There are not many people on this planet who have the knowledge and skills that you have developed! By completing a math major, you have proven that you have excellent critical thinking and problem-solving skills, and these abilities and confidence in your abilities will pay off. I also think it’s worthwhile to identify a mentor early on who can help guide you to be successful.
What general advice would you give to a Data Integrity Analyst?
Reshad Osmani PhD: As a new graduate starting your career, I recommend staying curious, being open to learning from others, seeking feedback, building networks, and being proactive in tackling challenges. Keep developing your analytical skills, stay adaptable, and remember that mistakes are opportunities for growth. Learning by doing should be your number one priority.
What Data Integrity Analyst skills would you recommend for someone trying to advance their career?
Reshad Osmani PhD: To maximize your salary potential when starting your career, consider the following strategies: negotiate your starting salary based on market research, demonstrate your value through accomplishments, seek out opportunities for advancement and growth, continuously improve your skills, consider additional certifications or degrees, and be willing to explore job opportunities that offer competitive compensation packages.
What will help Data Integrity Analysts increase their earning potential?
Reshad Osmani PhD: In the next 3-5 years, skills like data analysis, digital literacy, adaptability, emotional intelligence, critical thinking, and problem-solving skills are likely to become even more important across various fields due to the increasing influence of technology, automation, and remote work trends. Additionally, skills related to cybersecurity, artificial intelligence, and sustainability may also gain prominence.
Renee Robinson Ph.D.
Professor of CommunicationWhat general advice would you give to a Data Integrity Analyst?
Renee Robinson Ph.D.: How can you maximize your salary potential when starting your career in your field?
What Data Integrity Analyst skills would you recommend for someone trying to advance their career?
Renee Robinson Ph.D.: What skills do you think will become more important and prevalent in the field in the next 3-5 years?
What will help Data Integrity Analysts increase their earning potential?
Renee Robinson Ph.D.: That would be awesome! We were hoping you could answer the following questions: 1. What general advice would you give to a graduate beginning their career in the field?
What general advice would you give to a Data Integrity Analyst?
Rebecca Bird MAS, BS MT(ASCP): Skills that will become more important in the future are understanding quality measures. Six Sigma Lean principles are very applicable to what we do and help to keep a balanced workflow. A second thing is to understand that you and your coworkers are human. Find resilience tools that help you to keep a calm focus and practice good communication. Stay connected to national organizations for articles and training to stay connected to the future.
What Data Integrity Analyst skills would you recommend for someone trying to advance their career?
Rebecca Bird MAS, BS MT(ASCP): To maximize your salary potential, obtain some experience while you are in school. If there is a clinic to volunteer at or a student job in a lab, take it. Higher pay is almost always offered to the evening and night shift technicians. If your new workplace is on 8-hour nights or evenings, create a schedule where evenings and nights do 10s or 12s and suggest it to the leadership. This makes a much better work-life balance.
What will help Data Integrity Analysts increase their earning potential?
Rebecca Bird MAS, BS MT(ASCP): As a new graduate, remember why you decided on this career. Was it because you liked to help people? Then remember your results are improving the quality of life for another person. Is it because you like detective work? Then view each sample as a puzzle to work through. Is it because you want to further your education? Then never stop learning.
What general advice would you give to a Data Integrity Analyst?
Marilyn Krogh: Statistical and communication skills are always in demand, and familiarity with a little AI would be a bonus.
What Data Integrity Analyst skills would you recommend for someone trying to advance their career?
Marilyn Krogh: Know yourself—take time to identify and name your own strengths, interests and priorities in your work life. Take advantage of the services from your university career development center.
What will help Data Integrity Analysts increase their earning potential?
Marilyn Krogh: Have a strong undergraduate portfolio, do an internship before graduation, and be willing to 'go an extra mile' for your employer.
What general advice would you give to a Data Integrity Analyst?
Dr. Michael Zhang: In the coming years, turning data into insights and driving business innovation and success is the new compass.
What Data Integrity Analyst skills would you recommend for someone trying to advance their career?
Dr. Michael Zhang: Don’t worry about your job title. Regardless of what you do, prepare yourself with data and modeling skills and hands-on experience in applying knowledge for developing, evaluating, refining and implementing analytics solutions to your career.
What will help Data Integrity Analysts increase their earning potential?
Dr. Michael Zhang: All your study at University is a solid foundation of the bridge between theory and practice. Don’t be afraid of failure, be open-minded, keep learning and adapting to new challenges.
Dany Doueiri
ProfessorWhat general advice would you give to a Data Integrity Analyst?
Dany Doueiri: Don't try to start your own business right after you graduate. Keep your dreams, passions, and aspirations alive but get experience from the field through companies, organizations, and institutions. Gain wisdom from those who have more experience than you and those who make mistakes, including your own shortcomings. Then, you can consider branching out. Finally, learning never stops at the end of your college journey. Be humble and keep on learning for life.
What Data Integrity Analyst skills would you recommend for someone trying to advance their career?
Adam Roth: I recommend that students start by identifying a specific skill in demand within your field, such as data analysis or social media marketing, and focus on developing expertise in that area. Research salary ranges and living costs in particular areas where you’re interested in working to ensure your compensation aligns with the local market. Always negotiate a salary and consider other aspects of the offer, such as funds for continuing education, technology and more. Continuing to network and establish demand for your services is essential; attend industry events, join professional associations, and engage with professionals in your field. Never miss an opportunity to reach out to and check in with your professional contacts. Pursue additional learning opportunities and education, such as certifications or advanced degrees, to provide a competitive advantage and increase your earning potential over time.
What will help Data Integrity Analysts increase their earning potential?
Bradley Andrew Ph.D.: Once you have your first job, ask about or determine the 20% of your supervisor’s job that they hate and start doing that for them. They will love you for it and it will quickly get you recognition. You’ll also be well on your way to learning your boss’s job. Continue doing this as you progress in your career (Kudos to Theo Epstein, former GM for the Red Sox, for this recommendation)
No matter the task you’re given, do it to the absolute best of your abilities. In the professional world, you may often be given menial tasks or tasks that you don’t believe are part of your job description. Doing those tasks to the absolute best of your ability leads to increased trust, recognition and responsibility and will put you “above class.” If asked, the coffee you bring should be the best your boss has ever had. You never know who’s watching.
Don’t expect credit and don’t ask for credit when things go right; give the credit to others.
Kristi Yowell
Coordinator & Senior Adjunct Lecturer, Graduate Human Resources Management ProgramWhat Data Integrity Analyst skills would you recommend for someone trying to advance their career?
Kristi Yowell: Data Analysis, Adaptability, Technical Skills.
What general advice would you give to a Data Integrity Analyst?
Melissa Zimdars: To remember that you're going to learn a lot on the job and that failure is part of the learning process. It's okay to ask questions and to not know things, but you must be willing to take feedback, adjust, and grow.
What Data Integrity Analyst skills would you recommend for someone trying to advance their career?
Melissa Zimdars: - The ability to communicate effectively is an evergreen skill that only seems to be getting more important as the number of ways we communicate with each other, our supervisors, and with clients or outside stakeholders keeps expanding. - The ability to adapt to and learn how to navigate new technologies and platforms.
What will help Data Integrity Analysts increase their earning potential?
Melissa Zimdars: Recognize that your first career opportunity won't be your last. If the job you land after college does not have opportunities for growth or advancement, it's imperative that you keep an eye out for them elsewhere as you continue to gain experience in your field.
Fawen Zhang PhD
Professor of AudiologyUniversity of Cincinnati Clermont College
Communication Disorders Sciences And Services
What general advice would you give to a Data Integrity Analyst?
Fawen Zhang PhD: This is perfect! Thank you so much. We will be sure to feature your response in the article and send a draft over for your review before we promote it.
What Data Integrity Analyst skills would you recommend for someone trying to advance their career?
Fawen Zhang PhD: This is perfect! Thank you so much. We will be sure to feature your response in the article and send a draft over for your review before we promote it.
What will help Data Integrity Analysts increase their earning potential?
Fawen Zhang PhD: This is perfect! Thank you so much. We will be sure to feature your response in the article and send a draft over for your review before we promote it.
Yvette Koepke
Associate Dean for Academic SuccessUniversity of North Dakota
Ethnic, Cultural Minority, Gender, And Group Studies
What general advice would you give to a Data Integrity Analyst?
Yvette Koepke: Advice: Be open! Your knowledge and skills could be valuable to any position in any field, so don’t limit yourself to jobs with certain titles or organizations---but you need to be able to make your case. Also be open to opportunities that might arise unexpectedly through talking with people around you about your background and interests.
What general advice would you give to a Data Integrity Analyst?
Victor Menaldo: Learn, learn and learn some more. Adopt a growth mindset where you never stop learning. Gain economic literacy and financial literacy and historical literacy and statistical literacy. This will allow you to complement AI: ask it good questions, contextualize and evaluate its answers, and ask good follow up questions.
What Data Integrity Analyst skills would you recommend for someone trying to advance their career?
Victor Menaldo: Interacting with AI and knowing how to best exploit it to get the most out of it: increase productivity and value added in whatever field one is in.
What will help Data Integrity Analysts increase their earning potential?
Victor Menaldo: Develop oral communication skills that allow you to speak in an articulate manner and organize your thoughts to signal your competence, knowledge, work ethic, and willingness to keep learning and improving.
Tongyang Yang Ph.D.
Assistant Professor of Economics and Business AnalyticsWidener University
Business/Commerce
What general advice would you give to a Data Integrity Analyst?
Tongyang Yang Ph.D.: There are many reasons that people like about being a business analyst, including reasons listed as follows: 1. Analytical Skills and Data Exploration: BAs often analyze data to understand trends and identify areas for improvement. Seeing a successful implementation and its positive impact can be very rewarding. 2. Problem-solving. BAs get to identify inefficiencies and propose solutions that can improve how a business operates. 3. Continuous learning. Business analysts may work on a range of projects and the field of business analysis may be constantly evolving, which required BAs to actively cultivate skills in new businesses. For example, the coming of the AI era requires BAs to master AI fundamentals and data fluency. 4. While some thrive on the problem-solving and communication aspects of a BA role, others may find them less appealing. Carefully consider your personality and preferences to see if this aligns with your career goals.
What Data Integrity Analyst skills would you recommend for someone trying to advance their career?
Tongyang Yang Ph.D.: The rise of AI has brought many opportunities for the professions like business analysts in terms of AI integration. Businesses will need analysts who can bridge the gap between AI and human needs and focus on more strategic areas like identifying ethical considerations of AI implementation, developing plans to mitigate AI bias, and designing human-AI collaboration workflows. For people who are interested in entering this profession, I would suggest adapting your skillset to include AI understanding, data storytelling, and strategic thinking to be well-positioned in the future.
What general advice would you give to a Data Integrity Analyst?
Taylor Poe Ph.D.: Remember to problem solve creatively just as you did in your coursework. The critical thinking and problem-solving skills you learned will be continually tested in whatever field you go into from your math degree. Also remember the benefits of collaborating with colleagues both in the field and in other disciplines.
What Data Integrity Analyst skills would you recommend for someone trying to advance their career?
Taylor Poe Ph.D.: Data analysis is certainly a growing field, and we cannot deny the benefits of having some programming skills. The ability to communicate and work with others will open doors to bigger projects.
What will help Data Integrity Analysts increase their earning potential?
Taylor Poe Ph.D.: Sell the strengths that set you apart and be willing to continue learning new skills and areas.
Tove Rasmussen
LecturerUniversity of Southern Maine
Specialized Sales, Merchandising And Marketing Operations
What general advice would you give to a Data Integrity Analyst?
Tove Rasmussen: Tove Rasmussen advises graduates beginning their career in the field to...
What Data Integrity Analyst skills would you recommend for someone trying to advance their career?
Tove Rasmussen: Tove Rasmussen believes that the skills that will become more important and prevalent in the field in the next 3-5 years are...
What will help Data Integrity Analysts increase their earning potential?
Tove Rasmussen: Tove Rasmussen suggests that to maximize salary potential when starting a career in the field, individuals should...