Data Engineer vs Data Analyst Salary: Engineers Get $28,500 More
The data engineer vs data analyst salary gap is $28,500 a year at the median, or 29.5%: $125,000 for data engineers against $96,500 for data analysts, across 13,211 certified H-1B wage filings decided July 2025 to June 2026 (newest DOL file, checked November 12, 2026). Matched on employer and wage level, the premium is 11%.
8,904 filings, 2,988 employers. 35% at wage Level III or IV.
4,307 filings, 2,268 employers. 21% at wage Level III or IV.
Balance in the engineer’s favor: +$28,500 (29.5%) raw, +11.3% at the same employer and level
Key findings
- Median offered base wage: data engineer $125,000 (8,904 filings), data analyst $96,500 (4,307 filings), a gap of $28,500 or 29.5%.
- At entry level (DOL wage Level I) the gap is $17,000: $95,000 vs $78,000.
- Part of the raw gap is job mix: 35% of data engineer filings sit at the two upper wage levels against 21% of data analyst filings. Inside the same wage level the premium falls to 19.7%.
- Inside the same employer and wage level the premium is 11.3% (95% interval 9.5% to 13.3%), measured on 3,736 filings at 434 employers that filed for both titles.
- Of 42 employers with at least five filings for each title, 34 offered data engineers the higher median and 7 offered data analysts the higher median.
- A senior data analyst’s median offer ($107,000) is below that of a data engineer with no seniority word in the title ($111,864).
- 15 data engineer filings offered $300,000 or more in base wage; no data analyst filing did.
The head-to-head ledger
Each line below sets the two titles against each other on the same slice of filings. All figures are the base wage the employer put on a certified, full-time H-1B Labor Condition Application, annualized, with decisions dated July 1, 2025 to June 30, 2026. The gap column is the data engineer figure minus the data analyst figure.
| Line | Data engineer | Data analyst | Gap ($) | Gap (%) |
|---|---|---|---|---|
| Distribution | ||||
| 10th percentile | $90,236 | $73,000 | +$17,236 | +23.6% |
| 25th percentile | $103,210 | $82,919 | +$20,291 | +24.5% |
| Median | $125,0008,904 | $96,5004,307 | +$28,500 | +29.5% |
| 75th percentile | $151,281 | $115,939 | +$35,342 | +30.5% |
| 90th percentile | $181,000 | $140,060 | +$40,940 | +29.2% |
| By DOL wage level (the experience proxy) | ||||
| Level I (entry) | $95,0001,184 | $78,0001,132 | +$17,000 | +21.8% |
| Level II (qualified) | $112,9234,020 | $96,9281,825 | +$15,995 | +16.5% |
| Level III (experienced) | $139,1521,704 | $120,000622 | +$19,152 | +16.0% |
| Level IV (fully competent) | $163,3421,396 | $144,914263 | +$18,428 | +12.7% |
| By seniority word in the job title | ||||
| Associate | $106,17351 | $78,54124 | +$27,632 | +35.2% |
| No seniority word | $111,8644,949 | $93,4542,686 | +$18,410 | +19.7% |
| Senior | $139,1521,880 | $107,0001,046 | +$32,152 | +30.0% |
| Lead | $150,422316 | $130,00083 | +$20,422 | +15.7% |
| Principal | $152,485281 | $112,904133 | +$39,581 | +35.1% |
| Staff | $170,000221 | $177,78433 | -$7,784 | -4.4% |
The gap is not constant down the distribution. It is $17,236 at the 10th percentile and $40,940 at the 90th, so the top of the data engineer range pulls further away than the bottom. Data engineers also file at higher levels: 13% of their filings are Level I against 26% for data analysts.
What pays more, a data engineer or a data analyst?
A data engineer, on every basis we tested. The size of the answer depends on what you hold equal. The unadjusted premium, measured on log wages so it can be compared with the adjusted lines, is 27.3%. Holding the DOL wage level fixed cuts it to 19.7%, because data engineer filings sit higher on the ladder. Holding the employer fixed cuts it to 15.5%. Holding employer, level and metro fixed leaves 10.2% on 1,421 filings at 194 employers, still well clear of zero.
| Comparison basis | Premium | 95% interval | Filings used | Employers |
|---|---|---|---|---|
| All filings, no adjustment | +27.3% | +22.0% to +32.8% | 13,211 | 4,655 |
| Same wage level | +19.7% | +14.1% to +25.5% | 13,211 | 4,655 |
| Same metro area | +23.6% | +21.1% to +26.2% | 12,936 | 4,544 |
| Same wage level and metro | +15.2% | +13.1% to +17.2% | 12,437 | 4,346 |
| Same employer | +15.5% | +12.8% to +18.2% | 5,156 | 601 |
| Same employer and wage level | +11.3% | +9.5% to +13.3% | 3,736 | 434 |
| Same employer, level and metro | +10.2% | +8.1% to +12.4% | 1,421 | 194 |
Where both titles share an employer, the engineer usually wins: of 42 employers with at least five filings for each title, 34 offered data engineers the higher median, 7 offered data analysts the higher median and 1 tied. The median employer-level gap was $18,437.
Data engineer vs data analyst salary by experience
LCA filings carry no years-of-experience field. The closest proxy is the DOL prevailing wage level the employer assigns to the job, from Level I (entry) to Level IV (fully competent), defined in DOL’s 2009 prevailing wage guidance. The engineer premium holds at every level and narrows in percent terms as level rises: $17,000 (22%) at Level I, $18,428 (13%) at Level IV. For the full level-by-level and title-word breakdown of the engineer side alone, see our data engineer salary by experience analysis, which uses the same title rule and window.
Title words tell the same story from the employer’s side. A filing titled senior data analyst has a median of $107,000 (1,046 filings), below the $111,864 median for data engineer titles with no seniority word at all (4,949 filings). Principal titles show the widest dollar gap among title words: $152,485 for principal data engineers against $112,904 for principal data analysts. DOL’s own guidance names words such as lead and senior in a title as indicators of a Level III wage. Staff titles are the exception, with only 33 data analyst filings: $177,784 vs $170,000 for 221 staff data engineers.
Data engineer vs data analyst salary for freshers
At Level I the medians are $95,000 for data engineers (1,184 filings) and $78,000 for data analysts (1,132 filings). Matched within the same employer at Level I, the premium is 11.2% on 498 filings. In the year ending June 2022 the Level I medians were $85,000 and $72,384.
Data engineer vs data analyst salary by state
The data engineer median is higher in every one of the 37 states and the District of Columbia with at least 10 filings for each title. Texas has the most filings and a $17,513 gap ($113,547 vs $96,034). California has the highest data engineer median of the large states at $170,000, $46,469 above its data analyst median. Among states with at least 40 data analyst filings, the widest gap is in California ($46,469) and the narrowest in New Jersey ($8,611). Virginia is the one large state where data analyst filings (424) outnumber data engineer filings (291).
8,904 data engineer and 4,307 data analyst filings nationwide.
| State | Data engineer median | Filings | Data analyst median | Filings | Gap | Gap % | Same-level premium |
|---|---|---|---|---|---|---|---|
| Texas | $113,547 | 2,234 | $96,034 | 704 | +$17,513 | +18% | +13% |
| California | $170,000 | 1,102 | $123,531 | 537 | +$46,469 | +38% | +27% |
| Washington | $155,000 | 682 | $115,085 | 126 | +$39,915 | +35% | +28% |
| Virginia | $120,000 | 291 | $94,300 | 424 | +$25,700 | +27% | +16% |
| North Carolina | $121,263 | 539 | $105,747 | 124 | +$15,516 | +15% | +11% |
| New York | $145,450 | 364 | $106,000 | 295 | +$39,450 | +37% | +26% |
| New Jersey | $118,102 | 412 | $109,491 | 229 | +$8,611 | +8% | +12% |
| Illinois | $120,779 | 364 | $96,928 | 233 | +$23,851 | +25% | +14% |
| Georgia | $117,440 | 353 | $93,974 | 168 | +$23,466 | +25% | +18% |
| Florida | $111,613 | 255 | $91,500 | 147 | +$20,113 | +22% | +15% |
| Massachusetts | $132,000 | 232 | $100,200 | 139 | +$31,800 | +32% | +20% |
| Pennsylvania | $110,000 | 198 | $93,834 | 164 | +$16,166 | +17% | +15% |
| Michigan | $104,404 | 194 | $86,965 | 104 | +$17,439 | +20% | +11% |
| Ohio | $110,160 | 201 | $83,000 | 89 | +$27,160 | +33% | +24% |
| Arizona | $115,710 | 199 | $95,555 | 73 | +$20,155 | +21% | +14% |
| Arkansas | $125,569 | 126 | $107,012 | 65 | +$18,557 | +17% | +16% |
| Tennessee | $114,566 | 113 | $93,167 | 62 | +$21,399 | +23% | +18% |
| Connecticut | $126,942 | 121 | $98,906 | 38 | +$28,036 | +28% | +9% |
| Maryland | $115,939 | 81 | $87,386 | 69 | +$28,553 | +33% | +21% |
| Missouri | $101,000 | 92 | $79,500 | 52 | +$21,500 | +27% | +17% |
| Minnesota | $110,025 | 66 | $97,750 | 42 | +$12,275 | +13% | +15% |
| Colorado | $115,357 | 71 | $95,680 | 33 | +$19,677 | +21% | +14% |
| Indiana | $96,013 | 48 | $82,500 | 45 | +$13,513 | +16% | +11% |
| Utah | $128,669 | 43 | $97,093 | 42 | +$31,576 | +33% | +19% |
| Wisconsin | $125,902 | 56 | $110,739 | 29 | +$15,163 | +14% | +13% |
| Kansas | $111,717 | 44 | $79,845 | 24 | +$31,872 | +40% | +21% |
| New Hampshire | $125,029 | 39 | $89,627 | 25 | +$35,402 | +39% | +31% |
| Delaware | $109,845 | 33 | $94,546 | 24 | +$15,298 | +16% | +4% |
| South Carolina | $117,000 | 35 | $89,108 | 22 | +$27,892 | +31% | +17% |
| Rhode Island | $127,400 | 43 | $98,990 | 13 | +$28,410 | +29% | +14% |
| Nebraska | $118,165 | 35 | $84,053 | 15 | +$34,112 | +41% | +25% |
| Nevada | $112,925 | 34 | $80,226 | 16 | +$32,699 | +41% | +14% |
| Oregon | $127,878 | 39 | $81,151 | 10 | +$46,727 | +58% | +31% |
| Alabama | $109,491 | 25 | $64,832 | 22 | +$44,659 | +69% | +23% |
| Kentucky | $97,000 | 33 | $83,418 | 14 | +$13,582 | +16% | +13% |
| District of Columbia | $116,970 | 22 | $97,578 | 22 | +$19,391 | +20% | +24% |
| Iowa | $110,000 | 23 | $85,250 | 13 | +$24,750 | +29% | +11% |
| Oklahoma | $102,500 | 12 | $75,358 | 19 | +$27,142 | +36% | +30% |
By metro area
New York-Newark-Jersey City, NY-NJ has the most data analyst filings of any metro. Among the 12 metros below, the widest gap is in San Francisco-Oakland-Fremont, CA ($41,700) and the narrowest in Philadelphia-Camden-Wilmington, PA-NJ-DE-MD ($13,832). For how these metros rank on IT pay in general, our highest paying cities for IT jobs report uses BLS metro data across all computer occupations.
| Metro area | Data engineer | Data analyst | Gap | Same-level premium |
|---|---|---|---|---|
| New York-Newark-Jersey City, NY-NJ | $132,000664 | $109,491448 | +$22,509 | +18% |
| Dallas-Fort Worth-Arlington, TX | $112,9231,553 | $96,034447 | +$16,889 | +11% |
| Washington-Arlington-Alexandria, DC-VA-MD-WV | $126,090272 | $99,798363 | +$26,292 | +15% |
| Chicago-Naperville-Elgin, IL-IN | $125,000335 | $96,928204 | +$28,072 | +13% |
| San Jose-Sunnyvale-Santa Clara, CA | $172,585352 | $145,407153 | +$27,178 | +17% |
| Atlanta-Sandy Springs-Roswell, GA | $117,440347 | $93,980152 | +$23,460 | +17% |
| Los Angeles-Long Beach-Anaheim, CA | $147,674135 | $110,000133 | +$37,674 | +17% |
| San Francisco-Oakland-Fremont, CA | $186,888482 | $145,187132 | +$41,700 | +21% |
| Philadelphia-Camden-Wilmington, PA-NJ-DE-MD | $109,845195 | $96,013131 | +$13,832 | +8% |
| Boston-Cambridge-Newton, MA-NH | $131,975206 | $100,122124 | +$31,854 | +20% |
| Seattle-Tacoma-Bellevue, WA | $156,200670 | $117,075116 | +$39,125 | +26% |
| Austin-Round Rock-San Marcos, TX | $132,100396 | $102,000111 | +$30,100 | +17% |
Employers that hire both
The largest filers differ by title. For data engineers the top filers were Amazon (643), Meta (303), Fidelity (181), Walmart (96). For data analysts they were Capital One (279), Kforce (74), Walmart (55), Capgemini (39). The table lists employers that filed at least five times for each title, so the comparison is inside one company’s pay structure.
| Employer | Data engineer | Data analyst | Gap |
|---|---|---|---|
| Capital One | $177,10024 | $92,458279 | +$84,642 |
| Walmart | $140,91796 | $122,48155 | +$18,436 |
| Capgemini | $119,80022 | $142,10639 | -$22,306 |
| FedEx | $144,94043 | $118,82028 | +$26,120 |
| TT Commerce & Global Services | $219,7009 | $170,00023 | +$49,700 |
| Intuit | $180,3985 | $152,00023 | +$28,398 |
| Robotics Technologies | $87,2668 | $89,52320 | -$2,256 |
| The Vanguard Group | $143,44226 | $136,40118 | +$7,041 |
| Optum | $119,64217 | $118,89317 | +$749 |
| Fidelity | $125,119181 | $116,70917 | +$8,410 |
| Randstad Digital | $135,00037 | $109,84515 | +$25,155 |
| Meta | $199,234303 | $184,80214 | +$14,432 |
Has the gap changed?
The dollar gap was $25,001 in the year ending June 2022 and $28,500 in the year ending June 2026. The same-level premium moved from 16.3% to 19.7% over the same span. Filing counts are a record of H-1B demand rather than of the whole job market: data engineer filings went from 7,697 to 8,904, data analyst filings from 3,950 to 4,307. Our H-1B statistics page tracks the program as a whole.
| Year ending | Data engineer median | Filings | Data analyst median | Filings | Gap | Same-level premium |
|---|---|---|---|---|---|---|
| Jun 2022 | $116,043 | 7,697 | $91,042 | 3,950 | +$25,001 | +16.3% |
| Jun 2023 | $120,000 | 6,794 | $97,000 | 3,131 | +$23,000 | +15.8% |
| Jun 2024 | $116,000 | 7,957 | $91,000 | 4,003 | +$25,000 | +15.6% |
| Jun 2025 | $125,000 | 9,175 | $94,557 | 4,495 | +$30,443 | +16.2% |
| Jun 2026 | $125,000 | 8,904 | $96,500 | 4,307 | +$28,500 | +19.7% |
Can data engineers make $300K?
In base wage on an H-1B filing, rarely. 15 of 8,904 data engineer filings (0.2%) offered $300,000 or more, led by TikTok / ByteDance (6), Sanas AI (2), Arbiter AI (2). 515 (5.8%) offered $200,000 or more. On the data analyst side, 39 filings (0.9%) reached $200,000 and none reached $300,000. The highest data analyst offer was $276,000. These are base wages only: equity and bonus, where most pay above $300,000 usually sits, are not on the form.
What BLS says, and why it cannot settle this
The Bureau of Labor Statistics publishes no data engineer or data analyst wage. Neither is an occupation in the 2018 Standard Occupational Classification, and the BLS direct match title file lists no titles containing “data engineer” and none containing “data analyst”. Employers filing LCAs must still pick a SOC code, and their choices show the problem. They put 68% of data analyst filings and 39% of data engineer filings under the same code, 15-2051 Data Scientists. The rest of the data engineer filings went mostly to 15-1252 Software Developers and 15-1243 Database Architects.
| SOC code and BLS title | Data engineer filings | Data analyst filings | OEWS median | OEWS employment |
|---|---|---|---|---|
| 15-2051 Data Scientists | 39.1% | 68.1% | $120,230 | 262,440 |
| 15-1252 Software Developers | 32.0% | 2.5% | $135,980 | 1,687,890 |
| 15-1243 Database Architects | 16.9% | 2.2% | $139,500 | 67,140 |
| 15-1242 Database Administrators | 5.6% | 2.4% | $104,620 | 69,990 |
| 15-1299 Computer Occupations, All Other | 2.6% | 1.3% | $116,580 | 435,370 |
| 15-2031 Operations Research Analysts | 0.3% | 6.4% | $88,940 | 108,510 |
| 15-1211 Computer Systems Analysts | 0.5% | 3.5% | $105,850 | 519,530 |
| 15-2041 Statisticians | 0.2% | 3.4% | $105,650 | 29,030 |
If you map each title to BLS codes in the same proportions employers used, the OEWS May 2025 national medians imply about $126,977 for data engineers and $117,059 for data analysts, a gap of $9,918. That blend covers 99% and 91% of filings (codes with a published OEWS median) and is our construction, not a BLS figure. It is far narrower than the filings gap because the two titles share a code whose median, $120,230, BLS computes over every job in it. Any page quoting “BLS data” for a data engineer salary is quoting one of these codes, usually 15-1243 ($139,500) or 15-2051 ($120,230). For the data scientist code itself, see our data scientist salary report.
What this means for MSPs and IT teams
- Budget the data engineer seat 11% to 30% above the analyst seat. The raw filings gap is $28,500 (30%); for the same level at the same employer it is 11%. Comparing a junior analyst with a senior engineer overstates it.
- Price by level, not by title. A Level IV data analyst ($144,914) costs more than a Level III data engineer ($139,152). If a client wants a reporting role with pipeline duties, the level you write in the job description moves cost more than the title.
- Use the state table for remote hires. The Texas gap ($17,513) and the New Jersey gap ($8,611) differ by $8,902, so a single national multiplier misprices one of them.
- Do not lean on BLS codes for a quote. 15-2051 covers both titles in most filings. Its $120,230 OEWS median sits $23,730 above the data analyst filing median and $4,770 below the data engineer filing median, so one number misprices both seats.
- Upskilling an analyst into pipeline work is worth real money. The Level II gap, the most common level for both titles, is $15,995 a year.
Frequently asked questions
What pays more, a data engineer or a data analyst?
Data engineers. In 13,211 certified H-1B filings decided July 2025 to June 2026 the median offered base wage was $125,000 for data engineers and $96,500 for data analysts, a $28,500 (30%) gap. Inside the same employer and wage level the premium is 11%.
What is the data engineer vs data analyst salary for freshers?
At DOL wage Level I, the entry level on these filings, data engineers were offered a median $95,000 and data analysts $78,000, a $17,000 gap. Only 19 filings for the two titles used the word junior or entry.
Can data engineers make $300K?
Some do, but it is rare on these filings: 15 of 8,904 data engineer filings (0.2%) offered $300,000 or more in base wage, and 515 (5.8%) offered $200,000 or more. For data analysts the counts were 0 and 39. Bonus and equity are not in the data.
Is a data analyst a dead-end job?
Not on pay grounds. Level IV data analyst filings had a median of $144,914, above the Level III data engineer median of $139,152, and staff data analyst titles had a median of $177,784 on 33 filings. Filings for the title rose from 3,950 to 4,307 between the years ending June 2022 and June 2026.
Does BLS publish a data engineer or data analyst salary?
No. Neither title is a federal SOC occupation, and neither appears in the 2018 SOC direct match title file. Employers placed 68% of data analyst filings and 39% of data engineer filings under 15-2051 Data Scientists, whose OEWS May 2025 national median is $120,230.
Free to cite and republish with a link. The CSV is the aggregate ledger: every line on this page (national, level, title word, state, metro, employer, year and SOC code) with counts and medians for both titles.
Methodology
Source. U.S. Department of Labor, Office of Foreign Labor Certification, LCA Disclosure Data, quarterly files FY2021 Q1 to FY2026 Q3. On November 12, 2026 the OFLC performance page listed FY2026 Q3 (decisions through June 30, 2026) as the newest file. The files were already on disk from earlier reports and were reused, not downloaded again.
Filter. H-1B visa class, case status Certified, full-time position, one row per case number. Headline 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. Where a range was filed (31% of data engineer, 33% of data analyst filings) we use the bottom.
Title rules. Titles are upper-cased with spaces collapsed. Data engineer: \bDATA ENGINEERS?\b, excluding SALES|RECRUITER|ARCHITECT|SCIENTIST|ANALYST, the same rule as our data engineer salary by experience page. Data analyst: \bDATA ANALYSTS?\b, excluding ENGINEER|ENGINEERING|SCIENTIST|SCIENCE|ARCHITECT. Both exclude managers, directors, vice presidents, heads, chiefs, interns and similar (\b(MANAGER|MGR|MANAGEMENT|DIRECTOR|VP|VICE PRESIDENT|PRESIDENT|HEAD OF|HEAD|CHIEF|CTO|INTERN|RECRUITER|PROFESSOR|POSTDOC\w*|POST-DOC\w*)\b). Exact titles only: DATA ENGINEER $110,448 (4,091) vs DATA ANALYST $93,454 (1,767).
Precision. The AI research agent that built this page read 100 random data analyst titles from the headline window (seed 20261112). 99 name a data analyst job; 1 is a hybrid (a combined data and IT analyst title). For the data engineer rule, the 200-title sample drawn for our data engineer salary page found 197 correct. No human reviewed the labels. Recall was not measured: analysts titled business intelligence analyst or analytics engineer are outside both rules.
Gaps. Dollar gaps are differences of medians. Percent premiums in the adjusted lines are the average log-wage difference between the titles inside cells of the listed controls, using only cells that hold both titles, converted from logs, with standard errors clustered by employer. Employer names are merged with the published parent list shared with our other LCA reports, otherwise a cleaned legal name. Metro is the worksite county and state mapped to BLS May 2025 areas, with ZIP code as a fallback; 99.5% of filings resolved. Dropping filings with no wage level gives a same-level premium of 18.1%. These comparisons describe the filings; they do not prove why the gap exists.
BLS context. OEWS May 2025 national estimates (the BLS OEWS tables page, checked November 12, 2026, lists May 2025 as the newest release). The SOC blend weights each code’s national median by that code’s share of each title’s filings, over codes with a published median.
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), which lifts the low end. Base wage only, with no bonus, equity or benefits. A certified filing is an offer, not a wage paid, and may lead to no hire; filings include extensions and employer changes. The employer chooses the wage level and the SOC code. Not advice: these are labor market statistics, not a compensation recommendation.
Cite as: The Uptime Report. "Data Engineer vs Data Analyst Salary: Engineers Get $28,500 More." November 2026. https://theuptimereport.com/data-engineer-vs-data-analyst-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. Department of Labor, Wage and Hour Division, Fact Sheet 62G: H-1B required wage. Accessed November 2026.
- U.S. Bureau of Labor Statistics, OEWS tables, May 2025 national estimates. Accessed November 2026.
- U.S. Bureau of Labor Statistics, 2018 Standard Occupational Classification and direct match title file. Accessed November 2026.
Research library
More original data reports from The Uptime Report. Every report includes its methodology and a free CSV download. Browse all research
Threats and breaches
- AT&T Data Breach Settlement Payout Date
AT&T payout status, tiers, incident history - Microsoft Data Breach History
Microsoft incidents by type, 2020 to 2026 - IC3 Report 2025
IC3 losses, crime types, states per capita - AI Incidents Statistics 2026
AI incidents by year, harm type, company - Cyber Attacks 2026
Every 2026 cyber attack, primary-sourced - WordPress Vulnerabilities
WordPress plugin, theme and core CVEs - Hypervisor Vulnerabilities
Hypervisor CVEs vs exploitation - DMARC Adoption Statistics 2026
DMARC enforcement, 15,000 domains - RMM Vulnerabilities and Remote Access Flaws
RMM and remote access flaws in KEV - Identity Theft Statistics 2026
ID theft per 100K by state and type - Scam Statistics 2026
FTC fraud losses by channel and age - VPN Vulnerabilities by Vendor
VPN gateway KEV and CVEs by vendor - MFA Statistics 2026
MFA methods across 2,571 services - Password Statistics 2026
12,674 passwords tested against HIBP - Ransomware Groups 2026
Most active ransomware groups, ranked - Ransomware Statistics 2026
Leak-site victims by month since 2021 - Malicious npm Packages
Malicious npm packages, day by day - Cybersecurity Statistics 2026
70 sourced stats, every number traced - Zero-Day Statistics
Every tracked zero-day since 2014 - Phishing Statistics 2026
Four phishing measures, one evidence board - Patch Tuesday Statistics 2026
Every Microsoft CVE since 2021 - Disaster Declarations by State
FEMA data for continuity planning - Data Breach Statistics 2026
980 breaches in Have I Been Pwned - Ransomware Initial Access Vectors
CISA advisories coded by entry technique - CVE Statistics 2026
Vulnerabilities published per year, NIST NVD - How Long Do Companies Take to Report a Data Breach?
1,675 Washington notices - Known Exploited Vulnerabilities
The CISA KEV catalog analyzed - Healthcare Data Breach Report 2026
HHS OCR breach portal scorecard - Ransomware Reported to the FBI
Five-year IC3 trend - ConnectWise ScreenConnect Vulnerabilities
ScreenConnect CVEs dated, with version lookup - SonicWall Vulnerabilities 2026
SonicWall CVEs by product line and KEV year - Dental Practice Data Breaches 2026
Every 2026 dental breach on the HHS portal - Apple Zero Days 2026 List
Every Apple-flagged CVE, with KEV dates - Android Zero Days 2026
Android flags by layer, OEM patch lag - Auto Dealership Data Breach 2026 Tracker
Dealer and vendor breaches by state filing - Law Firm Data Breaches 2026
Every law firm AG notice, sized and dated - Accounting Firm Data Breach 2026
CPA breach notices against the tax calendar - Bank DMARC Adoption 2026
DMARC at 4,118 US banks, by size - MSP Email Security
MSP DMARC and SPF, 1,430 domains - Credit Union Cybersecurity Statistics 2026
55% of credit unions skip DMARC - Citrix NetScaler Vulnerabilities 2026
48 NetScaler CVEs, 6 exploited, build checker - Fortinet Vulnerabilities 2026
Every 2026 Fortinet CVE, by product - Okta Vulnerabilities
Okta CVEs and incidents, two ledgers - Veeam Vulnerabilities
Veeam CVEs, fixed builds, KEV flags
Infrastructure and uptime
- Data Centers Using Nuclear Power
Every US nuclear deal, by NRC stage - Claude Outage History
934 Claude incidents by model and hour - AMD vs Nvidia Market Share Over Time
AMD vs Nvidia share: Steam and SEC filings - iPhone Market Share by Country 2026
iPhone share in every country - Android Market Share by Version 2026
Android versions and patch status - OpenAI Outage History
1,051 OpenAI incidents, causes coded - Data Center Construction Spending 2026
Data center build spending, Census monthly - Microsoft End of Support 2026
Every 2026 Microsoft support cutoff - Fiber Internet Availability by State 2026
Fiber by state, build pace, top providers - 5G Coverage Map 2026
5G by state and carrier, FCC data - Cell Phone Outage History
FCC outages, DIRS cell sites, 911 fines - Mac Market Share 2026
Mac desktop share by country and version - Browser Market Share 2026
Browser share since 2009, by platform - Microsoft 365 Market Share 2026
Who runs email: Microsoft vs Google - CrowdStrike Outage
July 19, 2024 outage, minute by minute - Data Center Electricity Prices 2026
Power prices vs data center load, by state - Average Internet Bill 2026
Home internet prices by speed and state - Search Engine Market Share 2026
Search share since 2009, by country - ChatGPT Market Share 2026
AI chatbot referral share, every tracker - Google Cloud Outage History
Google Cloud incidents by product, 2013 on - Azure Outage History
Every Azure PIR, coded by root cause - Data Center Water Usage 2026
Water by site, company and drought - AI Energy Consumption 2026
Big Tech electricity vs US demand - SSD Prices 2026
NAND price cycle from makers’ filings - RAM Prices 2026
DRAM prices from producers’ filings - Domain Name Statistics 2026
Domains by TLD, renewals, registrars - Linux Market Share 2026
Linux desktop share, every headline traced - GitHub Outages
GitHub incidents by month since 2020 - Cloudflare Outage History
Every Cloudflare outage post-mortem - Starlink Statistics 2026
Satellites, subscribers, coverage, outages - Internet Access Statistics 2026
Home internet gaps by state and group - SQL Server End of Life
SQL Server support countdown + CVEs - Windows 11 Market Share 2026
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
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 - 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
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
Leave a Reply