Database Administrator vs Data Engineer Salary: Data Engineers Earn $23,765 More
The database administrator vs data engineer salary gap is $23,765 a year: data engineers were offered a median $125,000 and database administrators $101,235 on 10,529 certified H-1B wage filings decided July 2025 to June 2026 (newest DOL file, checked November 13, 2026). The official BLS May 2025 median for database administrators is $104,620. Inside the same employer and wage level, data engineers get 10% more.
Key findings
- Median offered base wage, July 2025 to June 2026: data engineer $125,000 (8,904 filings), database administrator $101,235 (1,625 filings, EY excluded), a gap of $23,765 or 23.5%.
- One employer filed 45% of all database administrator H-1B filings: EY (Ernst and Young U.S. LLP), 1,335 of 2,960, with a median of $137,182. Counting EY, the DBA median rises to $117,980 and the gap shrinks to $7,020.
- The H-1B DBA median without EY ($101,235) sits $3,385 below the BLS OEWS May 2025 national median for database administrators ($104,620), which covers 69,990 jobs.
- At employers that filed for both titles, a data engineer earns 10.1% more than a DBA at the same DOL wage level (95% interval 8.2% to 12.1%, 1,859 filings at 214 employers).
- 24% of DBA filings (EY excluded) offered more than the data engineer median of $125,000.
- BLS projects database administrator employment to change -0.1% from 2025 to 2035, against +9.4% for database architects and +34.6% for data scientists.
- Employers coded 23% of data engineer filings under the two BLS database occupations: 16.9% as 15-1243 Database Architects and 5.6% as 15-1242 Database Administrators.
DBA vs data engineer salary: the numbers, source by source
Pages that answer this query quote a different DBA figure each, usually without saying where it came from. The table below puts every figure on one line with its source. The two government sources measure different things: BLS OEWS surveys pay for every database administrator job in the country, while an H-1B Labor Condition Application records the base wage an employer offers one foreign worker. BLS publishes no data engineer wage at all, because data engineer is not an occupation in the federal SOC system, so the filings are the only primary source that prices both jobs side by side.
| Source | Measure | Median | Count | What it covers |
|---|---|---|---|---|
| BLS OEWS | Database administrators (15-1242) | $104,620 | 69,990 jobs | All U.S. payroll jobs in the code, May 2025 |
| BLS OEWS | Database architects (15-1243) | $139,500 | 67,140 jobs | All U.S. payroll jobs in the code, May 2025 |
| H-1B filings | Database administrator, all employers | $117,980 | 2,960 filings | Includes 1,335 EY filings |
| H-1B filings | Database administrator, EY only | $137,182 | 1,335 filings | Titles are the SOC name plus a requisition code |
| H-1B filings | Database administrator, EY excluded | $101,235 | 1,625 filings | The DBA figure used on this page |
| H-1B filings | Data engineer | $125,000 | 8,904 filings | Same title rule as our other data engineer pages |
| H-1B filings | Database engineer | $122,012 | 368 filings | Titles saying database engineer |
| H-1B filings | Data analyst | $96,500 | 4,307 filings | For the data analyst comparison |
Why one employer moves the DBA number
EY (Ernst and Young U.S. LLP) filed 1,335 of the 2,960 certified database administrator H-1B filings in the year ending June 2026, 45.1% of the total. 1,334 of them use the same job title: the SOC occupation name “Database Administrators” followed by a requisition code. The title shows how EY classified the position for the government, not what the job is called inside the firm. EY’s median offer was $137,182, even though a smaller share of its filings sit at wage Level III or IV (32%) than at other employers (39%). At Level II, its most common level, EY’s median was $129,033 against $95,035 for every other employer.
That block lifts the all-employer DBA median to $117,980 and shrinks the gap to data engineers to $7,020. Without EY the DBA median is $101,235, which lands $3,385 from the BLS national median of $104,620. Every DBA figure on the rest of this page excludes EY, and the CSV carries both versions. EY filed no data engineer, database engineer or data analyst titles in this window, so the same-employer comparisons below are unaffected by the choice.
EY’s share grew from 9% of DBA filings in the year ending June 2022 to 45% in the year ending June 2026. Over the same five years the all-employer DBA median rose from $92,102 to $117,980, while the median without EY moved from $90,168 to $101,235. Read without the EY split, the filings suggest DBAs are catching up with data engineers. Most of that apparent catch-up is one firm’s filing volume.
| Year ending | DBA filings | of which EY | DBA median, all | DBA median, EY excluded | Data engineer median | Data engineer filings |
|---|---|---|---|---|---|---|
| Jun 2022 | 3,125 | 269 | $92,102 | $90,168 | $116,043 | 7,697 |
| Jun 2023 | 2,356 | 456 | $95,450 | $95,014 | $120,000 | 6,794 |
| Jun 2024 | 3,098 | 1,099 | $99,999 | $92,165 | $116,000 | 7,957 |
| Jun 2025 | 3,522 | 1,599 | $111,700 | $95,000 | $125,000 | 9,175 |
| Jun 2026 | 2,960 | 1,335 | $117,980 | $101,235 | $125,000 | 8,904 |
DBA vs data engineer salary by experience level
LCA filings have no years-of-experience field. The closest measure is the DOL prevailing wage level the employer assigns, from Level I (entry) to Level IV (fully competent). Data engineers lead at every level: by $19,059 at Level I and $24,564 at Level IV. Level II is the most common level for both titles (50% of DBA filings, 45% of data engineer filings), and there the gap is $17,888. For the data engineer side alone, by level and title word, see our data engineer salary by experience report, which uses the same title rule and window.
| Wage level | DBA (EY excluded) | Data engineer | Gap | Same-employer premium | EY DBA filings |
|---|---|---|---|---|---|
| Level I | $75,941148 | $95,0001,184 | +$19,059 | +8.1%27 filings | $90,000129 |
| Level II | $95,035814 | $112,9234,020 | +$17,888 | +10.3%1,183 filings | $129,033778 |
| Level III | $117,000346 | $139,1521,704 | +$22,152 | +10.5%397 filings | $183,610321 |
| Level IV | $138,778295 | $163,3421,396 | +$24,564 | +10.3%154 filings | $231,559103 |
Where your DBA pay sits
Enter a base salary to see its percentile among DBA and data engineer filings, the data engineer median at your wage level, and your pay with the 10.1% premium that data engineers earn over DBAs at the same employer and level.
Where does your DBA pay sit, and what would a data engineer offer look like?
Percentiles use DBA filings with EY excluded and all data engineer filings, July 2025 to June 2026.
Which DBAs out-earn the typical data engineer
24% of DBA filings offered more than the $125,000 data engineer median. The platform in the title separates them. Among named platforms with at least 10 filings, the highest median was $124,788 for DB2, Sybase, Teradata, SAP titles (10 filings) and the lowest $101,617 for SQL Server (80 filings). Oracle is the platform most often named, on 132 filings with a median of $104,666. No platform group reaches the data engineer median. Most DBA titles (1,368) name no platform; their median is $101,234. SQL Server DBAs should also track Microsoft’s support dates; our SQL Server end of life tracker lists them by version.
| Platform in title | DBA filings | DBA median | vs data engineer median |
|---|---|---|---|
| DB2, Sybase, Teradata, SAP | 10 | $124,788 | -$212 |
| Cloud (AWS, Azure, GCP, cloud) | 20 | $112,249 | -$12,751 |
| Oracle | 132 | $104,666 | -$20,334 |
| PostgreSQL or MySQL | 10 | $102,950 | -$22,050 |
| SQL Server | 80 | $101,617 | -$23,383 |
| No platform named | 1,368 | $101,234 | -$23,766 |
Database engineer vs data engineer salary
Indeed’s comparison page, the second result for this query, treats database engineer as another name for data engineer. On the filings the two titles are close: database engineer titles had a median of $122,012 on 368 filings, $2,988 below data engineers and $20,778 above DBAs. They are a small group, 368 filings against 8,904 for data engineer.
DBA vs data engineer salary by state
BLS publishes a DBA median for every state, which makes it the better source for a state comparison. Utah has the highest at $135,750 and Maine the lowest at $70,500. Only 29 states had at least 10 H-1B filings for both titles once EY is excluded. Texas had the most DBA filings (393), with a DBA median of $95,805 against $113,547 for data engineers. Among those 29 states the data engineer lead was widest in Washington ($54,307). In 5 of them the DBA median was higher: Florida ($115,488 vs $111,613), Ohio ($111,108 vs $110,160), Colorado ($117,500 vs $115,357), Utah ($139,740 vs $128,669), Kentucky ($100,000 vs $97,000).
| State | BLS DBA median | BLS DBA jobs | BLS database architect median | H-1B DBA median | H-1B data engineer median |
|---|---|---|---|---|---|
| Utah | $135,750 | 1,200 | $131,740 | $139,74017 | $128,66943 |
| Massachusetts | $129,300 | 2,310 | $161,650 | $102,92932 | $132,000232 |
| New Jersey | $125,860 | 1,810 | $120,790 | $101,50084 | $118,102412 |
| Maryland | $124,300 | 2,300 | $132,940 | $100,11026 | $115,93981 |
| District of Columbia | $118,540 | 560 | $150,010 | $97,37212 | $116,97022 |
| Colorado | $118,340 | 1,220 | $154,560 | $117,50017 | $115,35771 |
| Washington | $118,140 | 1,730 | $128,760 | $100,69338 | $155,000682 |
| Tennessee | $115,500 | 2,020 | $115,170 | $106,55831 | $114,566113 |
| Texas | $114,400 | 6,430 | $151,370 | $95,805393 | $113,5472,234 |
| North Carolina | $113,900 | 1,920 | $134,630 | $117,03276 | $121,263539 |
| California | $113,060 | 7,240 | $170,160 | $117,874143 | $170,0001,102 |
| Nevada | $109,670 | 380 | $140,200 | $104,06918 | $112,92534 |
| Alaska | $108,810 | 90 | $112,500 | n/a | n/a |
| Connecticut | $108,270 | 810 | $144,460 | $88,28616 | $126,942121 |
| Georgia | $106,810 | 2,460 | $139,500 | $91,062123 | $117,440353 |
| Rhode Island | $106,020 | 280 | $140,320 | $109,55011 | $127,40043 |
| New York | $105,900 | 3,590 | $141,350 | $104,00057 | $145,450364 |
| Illinois | $104,650 | 2,340 | $142,500 | $86,40053 | $120,779364 |
| Arizona | $104,280 | 1,120 | $156,100 | $95,00029 | $115,710199 |
| Vermont | $104,230 | 120 | n/a | n/a | n/a |
| Florida | $104,120 | 3,810 | $138,320 | $115,48864 | $111,613255 |
| Iowa | $101,210 | 360 | $124,040 | n/a | $110,00023 |
| Delaware | $100,910 | 670 | $147,800 | n/a | $109,84533 |
| Minnesota | $100,700 | 1,020 | $133,050 | $102,35712 | $110,02566 |
| Missouri | $100,270 | 1,140 | $110,570 | $95,00020 | $101,00092 |
| Oregon | $100,260 | 1,060 | $138,250 | n/a | $127,87839 |
| Kansas | $100,170 | 440 | $129,990 | n/a | $111,71744 |
| Pennsylvania | $100,110 | 2,450 | n/a | $100,55050 | $110,000198 |
| Nebraska | $100,020 | 610 | $134,320 | n/a | $118,16535 |
| Wisconsin | $100,020 | 1,220 | $137,810 | $117,00024 | $125,90256 |
| Michigan | $99,830 | 1,150 | $131,000 | $98,61139 | $104,404194 |
| New Mexico | $98,450 | 570 | $117,950 | n/a | $114,16510 |
| Louisiana | $98,270 | 290 | n/a | n/a | $105,89315 |
| Ohio | $97,190 | 1,860 | $132,910 | $111,10844 | $110,160201 |
| Oklahoma | $95,320 | 790 | $110,110 | n/a | $102,50012 |
| Alabama | $93,900 | 1,840 | $105,450 | n/a | $109,49125 |
| South Carolina | $93,640 | 990 | $130,000 | $96,72022 | $117,00035 |
| Virginia | $93,320 | 5,940 | $160,360 | $100,00062 | $120,000291 |
| New Hampshire | $92,110 | 250 | $139,990 | n/a | $125,02939 |
| Indiana | $90,090 | 930 | $132,830 | $85,77927 | $96,01348 |
| Mississippi | $87,790 | 200 | $98,420 | n/a | n/a |
| Kentucky | $87,390 | 650 | $125,400 | $100,00011 | $97,00033 |
| Idaho | $85,660 | 180 | $121,380 | n/a | n/a |
| Hawaii | $85,500 | 100 | $134,040 | n/a | n/a |
| Montana | $83,120 | 300 | $109,990 | n/a | n/a |
| South Dakota | $82,540 | 170 | $136,540 | n/a | n/a |
| Arkansas | $82,480 | 420 | $104,070 | n/a | $125,569126 |
| Wyoming | $82,480 | 100 | n/a | n/a | n/a |
| North Dakota | $78,730 | 80 | $109,430 | n/a | n/a |
| West Virginia | $73,490 | 240 | n/a | n/a | n/a |
| Maine | $70,500 | 260 | $133,120 | n/a | n/a |
Can a DBA become a data engineer?
Inside one employer the two jobs pay closer than the national medians suggest. 31 employers filed at least three times for each title in the year ending June 2026; at 14 of them the data engineer median was higher and at 17 the DBA median was higher, with a median employer gap of $457 in the DBA’s favor. Matched on employer alone, data engineers get 4.4% more; matched on employer and wage level, 10.1%, because these employers file their DBAs at higher levels than their data engineers. A DBA who moves into a data engineer job at the same level is the 10% case. Employers also reach for database codes when they classify data engineers: 16.9% of data engineer filings carry 15-1243 Database Architects and 5.6% carry 15-1242 Database Administrators, next to 39.1% under 15-2051 Data Scientists and 32.0% under 15-1252 Software Developers. The move from data analyst is the other common route; our data engineer vs data analyst salary comparison measures that gap on the same filings.
| Employer | DBA | Data engineer | Gap |
|---|---|---|---|
| Compunnel | $103,00041 | $123,94256 | +$20,942 |
| Fidelity | $127,98424 | $125,119181 | -$2,866 |
| Mphasis | $130,00020 | $128,0008 | -$2,000 |
| Randstad Digital | $138,96515 | $135,00037 | -$3,965 |
| Capgemini | $120,00011 | $119,80022 | -$200 |
| Infinite Computer Solutions | $98,13410 | $115,00033 | +$16,866 |
| Mastech Digital Technologies | $115,9397 | $114,20220 | -$1,736 |
| Beaconfire Staffing Solutions | $84,4487 | $100,3084 | +$15,860 |
| System Soft Technologies | $111,0007 | $91,7504 | -$19,250 |
| Virtusa | $121,0046 | $120,5475 | -$457 |
Will AI replace DBAs?
No federal source makes that forecast. What BLS does publish is its employment projection for 2025 to 2035. Database administrator jobs are projected to go from 75.0 thousand to 74.9 thousand (-0.1%), while database architects grow 9.4% and data scientists, the code on 39% of data engineer filings, grow 34.6%. BLS still projects 3.3 thousand DBA openings a year, mostly to replace people who leave the occupation. The Occupational Outlook Handbook combines the two database codes: 144,500 jobs, 4% growth, and about 7,300 openings a year.
Data analyst vs database administrator salary
DBAs out-earn data analysts on the filings: $101,235 against $96,500 on 4,307 data analyst filings, a $4,735 gap. The ladder for the three titles in one window runs data analyst $96,500, DBA $101,235, data engineer $125,000. For the data scientist code that employers put on most data analyst and data engineer filings, see our data scientist salary report.
What this means for MSPs and IT teams
- Quote DBA cost from BLS, not from H-1B averages. The BLS median ($104,620) and the H-1B median without EY ($101,235) agree within $3,385. The all-employer H-1B figure ($117,980) does not, because of one employer’s filings.
- Budget a data engineer seat about 10% above a DBA at the same level. The raw gap of $23,765 (23%) mixes in level and employer; inside the same employer and level it is 10.1%.
- Cloud DBA titles price higher. Cloud DBA titles had a median of $112,249 on 20 filings, $11,015 above DBA titles that name no platform, though the group is small.
- Plan for a flat DBA headcount. BLS projects -0.1% for database administrators to 2035 and +9.4% for database architects, so retraining a DBA toward pipeline or architecture work follows the projected growth.
- Level II is where most hires land. At Level II the medians are $95,035 for DBAs and $112,923 for data engineers.
Frequently asked questions
Who earns more, a database administrator or a data engineer?
Data engineers. On certified H-1B filings decided July 2025 to June 2026 the median offered base wage was $125,000 for data engineers and $101,235 for database administrators (EY excluded), a $23,765 gap. At the same employer and wage level the premium is 10%.
Do database administrators make good money?
Yes by national standards: the BLS OEWS May 2025 median for database administrators is $104,620, against $109,280 for all computer and mathematical occupations and $50,980 for all occupations. The top 10% of DBAs earn more than $163,320.
Can a DBA become a data engineer?
Many employers already treat the jobs as neighbors: 23% of data engineer filings carry one of the two BLS database codes, and 31 employers filed at least three times for each title. The typical pay step is 10% at the same employer and level, or $17,888 at Level II.
Will AI replace DBAs?
BLS does not forecast that. Its 2025 to 2035 projections put database administrator employment at 75.0 thousand in 2025 and 74.9 thousand in 2035 (-0.1%), with 3.3 thousand openings a year, mostly from people leaving the job. Database architects are projected to grow 9.4%.
Which is better, DBA or data analyst?
On pay, the DBA. DBA filings (EY excluded) had a median of $101,235 against $96,500 for data analyst filings, a $4,735 difference, in the same July 2025 to June 2026 window.
What is the database engineer vs data engineer salary?
Close. Titles saying database engineer had a median of $122,012 on 368 filings, $2,988 below the $125,000 data engineer median. Indeed’s comparison page treats database engineer as another name for data engineer.
Free to cite and republish with a link. The CSV is the aggregate table behind this page: national, EY split, wage level, platform, state (BLS and H-1B), employer, year and BLS projection lines, with counts and medians. No individual filings.
Methodology
H-1B source. U.S. Department of Labor, Office of Foreign Labor Certification, LCA Disclosure Data, quarterly files FY2021 Q1 to FY2026 Q3, already on disk from earlier reports and reused, not downloaded again. On November 13, 2026 the OFLC performance page still listed FY2026 Q3 (decisions through June 30, 2026) as the newest file.
Filter. H-1B visa class, case status Certified, full-time position, one row per case number. Window: decision date July 1, 2025 to June 30, 2026. Wage: WAGE_RATE_OF_PAY_FROM, annualized (hour x 2,080, week x 52, bi-weekly x 26, month x 12), kept between $20,000 and $1,000,000.
Title rules. Titles upper-cased, spaces collapsed. Database administrator: \b(?:DATABASE ADMINI?S?T?RATORS?|DATABASE ADMIN|DB ADMINI?STRATORS?|DBAS?)\b, excluding titles that also say architect, engineer, developer, analyst, scientist or programmer. Data engineer: \bDATA ENGINEERS?\b, excluding sales, recruiter, architect, scientist and analyst, the same rule as our data engineer pages. Database engineer: \bDATABASE ENGINEERS?\b without architect, admin or DBA. Data analyst: \bDATA ANALYSTS?\b without engineer, scientist or architect. All four exclude managers, directors, heads, chiefs, vice presidents and interns. Platform groups are matched in this order: cloud, Oracle, SQL Server, PostgreSQL or MySQL, NoSQL, DB2/Sybase/Teradata/SAP; groups under 10 filings (NoSQL, 5 filings) are left out of the chart.
EY. Employer names are merged with the parent list shared by our LCA reports; EY covers the legal name Ernst and Young U.S. LLP. It is excluded from DBA figures because it filed 45% of DBA filings with a single SOC-title job title; both versions are in the table and CSV.
Precision. The AI research agent that built this page read 100 random DBA titles from the window (seed 20261113, EY included). 100 name a database administrator job. No human reviewed the labels. Recall was not measured: DBAs titled systems engineer or database specialist fall outside the rule.
Gaps. Dollar gaps are differences of medians. Percent premiums are the average log-wage difference between the titles inside cells of the listed controls (employer, wage level, metro), using only cells that hold both titles, with standard errors clustered by employer. Same wage level only, EY excluded: 21.8%. Same wage level and metro, EY excluded: 17.0% on 9,452 filings. These describe the filings and do not explain the gap.
BLS. OEWS May 2025 national and state estimates (the OEWS tables page, checked November 13, 2026, lists May 2025 as the newest release). Employment Projections Table 1.2, 2025 to 2035, and the Occupational Outlook Handbook page for database administrators and architects, both read November 13, 2026.
Limits. H-1B positions are a subset of each job market, and the wage has a legal floor (the higher of the prevailing or actual wage). Base wage only: no bonus, equity or benefits. A certified filing is an offer, not a wage paid. The employer chooses the wage level and SOC code. Not advice: these are labor market statistics, not a compensation recommendation.
Cite as: The Uptime Report. "Database Administrator vs Data Engineer Salary: Data Engineers Earn $23,765 More." November 2026. https://theuptimereport.com/database-administrator-vs-data-engineer-salary/
References
- U.S. Department of Labor, OFLC Performance Data: LCA Disclosure Data FY2021 to FY2026 Q3, with record layout. Accessed November 2026.
- U.S. Department of Labor, Prevailing Wage Determination Policy Guidance (revised November 2009). Accessed November 2026.
- U.S. Bureau of Labor Statistics, OEWS tables, May 2025 national and state estimates. Accessed November 2026.
- U.S. Bureau of Labor Statistics, Employment Projections Table 1.2, Occupational projections 2025 to 2035. Accessed November 2026.
- U.S. Bureau of Labor Statistics, Occupational Outlook Handbook: Database Administrators and Architects. Accessed November 2026.
- Indeed Career Guide, Database engineer vs. database administrator (updated June 16, 2026). Accessed November 2026.
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Windows 10 vs 11 share by country - Cloud Computing Statistics 2026
Hyperscaler revenue and capex, SEC data - AWS Outage History
Every AWS Post-Event Summary since 2011 - Data Centers by State 2026
Sites, jobs, power for every state - Data Center Statistics 2026
Data center power, spending, jobs - 99.9% Uptime
Uptime calculator and 35 real SLAs - Power Outage Statistics by State
Outage hours by state, EIA data - Cost of Downtime
Revenue per hour for 3,001 public companies - Windows Server End of Life
Support dates and CVEs per server version - SQL Server 2016 ESU Cost
ESU cost calculator, every formula - Slack Outage History
1,459 Slack entries, SLA history, ledger - Google Workspace vs Microsoft 365 in US Schools
Google vs Microsoft in 10,591 districts - Block GPTBot
AI crawler blocks across top 10k sites - security.txt Adoption 2026
Who publishes a valid security.txt - Government Email Security 2026
.gov DMARC: local 40% vs federal 88% - Government Website Security 2026
.gov web security scored by state - vSphere 8 End of Support
vSphere 8 dates, exploited flaws by version - Office 2019 End of Life
Office 2019 EOL: who still gets patches - Zoom Outage History
Every Zoom incident since 2015 - Office 2021 End of Life
177 flaws fixed a month after support ended - Exchange Server 2019 End of Life
Exchange 2019 EOL, ESU builds and CVEs - FortiOS 7.0 End of Life
FortiOS 7.0 dates, builds and unfixed flaws
Regulation and disclosure
- Are Ransomware Payments Illegal? Law by Jurisdiction
Who may pay a ransom, by jurisdiction - HIPAA Security Rule Changes 2026
Security Rule status: current vs proposed - FTC Safeguards Rule Breach Notification
500-consumer, 30-day FTC breach duty - Data Center Moratorium by State 2026
Moratoria and bans in every state - State Privacy Laws 2026
23 state privacy laws, compared - State AI Laws 2026
131 state AI laws, dates and penalties - FedRAMP Statistics 2026
FedRAMP authorizations, GSA data - Item 1C Cybersecurity Disclosures
What 600 10-Ks say in Item 1C - CMMC Certification Statistics 2026
CMMC demand vs assessor capacity - Data Brokers List 2026
728 brokers across three state registries - SEC Cybersecurity Incident Disclosures
Every 8-K Item 1.05 filing - HIPAA Enforcement Tracker
Every OCR penalty and settlement - CMMC Level 2 Assessment Cost
CMMC Level 2 cost estimator, DoD figures - Safe Harbor Cybersecurity Laws by State
10 states, 11 laws, framework grid
Workforce and pay
- Intel Layoff Tracker
Every Intel WARN notice, by site and date - Amazon Layoffs by State
Amazon WARN notices, state by state - Oracle Layoffs by State
Oracle WARN notices and restructuring cost - Cloud Architect vs Cloud Engineer Salary
Architect vs engineer pay, H-1B filings - Entry Level DevOps Engineer Salary
Entry level DevOps pay, H-1B filings - Microsoft Layoff History Timeline
Every round dated, 2009 to 2026 - Google Layoffs by Year
Notices, headcount, severance by year - AI Engineer vs ML Engineer Salary
AI vs ML engineer pay, from H-1B filings - Data Engineer Salary by Experience
Data engineer pay by DOL wage level - Most Popular Programming Languages 2026
Language ranks by country, GitHub data - Computer Science Graduates Per Year
CS degrees per year, IPEDS 2011 to 2024 - Data Scientist Salary 2026
Data scientist pay ladder and metros, BLS - Web Developer Salary 2026
Web dev vs software pay by state, BLS - AI at Work Statistics 2026
Worker AI use: ever, weekly, daily, by job - Network Engineer Salary 2026
Network engineer vs admin pay, BLS - IT Manager Salary 2026
IT manager pay by industry, BLS OEWS - Software Engineer Salary 2026
Developer pay by metro, BLS OEWS - H-1B Statistics 2026
H-1B lottery, employers, and wages - AI Layoffs 2026
AI-blamed job cuts, sourced to filings - Help Desk Salary 2026
Help desk hourly pay, BLS OEWS - Cybersecurity Salary 2026
Security pay percentiles, BLS OEWS - Women in Tech Statistics 2026
Women’s share of tech jobs since 2011 - IT Unemployment Rate 2026
Tech vs national jobless rate, monthly - Tech Job Postings 2026
Tech postings vs 2020, by role and country - Tech Layoffs 2026
Tech layoffs from state WARN notices - Remote Work Statistics 2026
Telework by job, industry, and state - Highest Paying Cities for IT Jobs 2026
Metro pay by role, BLS OEWS - The Tech Job Market in 2026
Openings, quits, hires, layoffs - IT Salaries by State 2026
Pay matrix for four IT roles - IT and Cybersecurity Jobs Outlook 2026
BLS employment projections - Salesforce Layoffs by State
Salesforce WARN notices, state by state - Dell Layoffs by Year
Headcount, severance, notices by year - IBM Layoffs by Year
IBM workforce charges against headcount - Meta Layoffs by Year
Meta rounds, sites and headcount by year - IT Director vs IT Manager Salary
IT director vs manager pay, H-1B filings - Penetration Tester Salary Entry Level
Entry level pen test pay, H-1B filings - Site Reliability Engineer vs DevOps Salary
SRE vs DevOps pay, H-1B filings - Solutions Architect vs Software Engineer Salary
Architect vs engineer pay, Level I to IV - Data Engineer vs Data Analyst Salary
Data engineer vs analyst pay, H-1B ledger - Network Engineer vs System Administrator Salary
Network engineer vs sysadmin pay by state - Security Analyst vs Security Engineer Salary
Analyst vs engineer pay, step by step - Cloud Engineer vs DevOps Engineer Salary
Cloud vs DevOps pay by metro, H-1B - Cisco Layoffs by Year
Cisco cuts by year: charges vs staff - Penetration Tester vs Security Engineer Salary
Pen tester vs engineer pay: near tie - Help Desk vs Desktop Support Salary
Help desk vs desktop pay, one BLS code
MSP market and spending
- AI Capex 2026
Big Tech capex vs cash flow, SEC data - Cybersecurity Budget 2027
Federal and CISA cyber budgets, benchmarks - Microsoft 365 Price Increase 2026
Every M365 price change, vs inflation - Computer Prices 2026
Computer price indexes and HS 8471 imports - MSP Market Size 2026
Managed services market, built from Census - Small Business AI Adoption 2026
AI use by firm size, sector, state, Census - Cyber Insurance Statistics
Cyber insurance market, NAIC 2015-2024 - IT Spending by Industry
IT investment by industry, BEA - IT Services Industry Growth 2026
Census revenue by service industry - IT Hourly Rates 2026
Hourly IT labor rates, GSA contracts - VoIP Statistics 2026
Business VoIP vs landlines, FCC - MSP Industry Statistics 2026
Jobs, wages, and firms, BLS QCEW - Federal IT Spending 2026
IT services contracts, USAspending - IT Services Firms by State
Census business patterns atlas - How Much Do MSPs Charge Per User?
Published MSP prices, 1,310 websites - VMware Price Increase Broadcom Timeline
Broadcom VMware changes and revenue, dated - Adobe Price Increase History
Every Adobe price change, vs inflation - Atlassian Price Increase History, 2019 to 2026
Every Atlassian price hike, dated - Zoom Price Increase 2026
Every Zoom price change since 2013
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