AI Engineer Salary vs ML Engineer Salary: ML Pays $37,741 More on H-1B Filings, Until You Compare the Same City
AI engineer salary vs ML engineer salary, as of the Labor Department’s newest file (decisions through 30 June 2026): the median offered base wage on certified H-1B filings was $150,000 for AI engineer titles and $187,741 for machine learning engineer titles, a $37,741 gap. In the same metro and wage level it shrinks to about 3%. These are H-1B offers, not all engineers’ pay.
The Bureau of Labor Statistics has no occupation code for either job. Not one of the 6,520 titles in its 2018 Standard Occupational Classification direct-match file contains “machine learning” or “artificial intelligence”, so its wage tables cannot answer this query, and the top results we checked rely on postings, job boards or unnamed internal data. Labor Condition Applications can: employers must state the job title, worksite, wage level and offered wage. We downloaded 21 Department of Labor quarterly files and classified every H-1B job title decided since October 2020.
The gap is mostly where the filings are, not the title
ML engineer titles lead by $37,741 as filed (95% interval $30,710 to $44,017, resampling employers). Comparing the same wage level barely moves it, from 18.6% to 17.1%. Comparing the same metro cuts it to 4.5%, and the same metro and level to 2.8% (95% interval 0.1% to 5.1%). The title families sit in different places: 36.5% of ML filings are in San Jose against 13.7% of AI filings, while Dallas holds 11.9% of AI filings and 2.1% of ML filings. Employer overlaps with location here: holding employer fixed alone cuts the gap to 0.8%, and the filings cannot separate the two. Nor can they test duties, because the form has no job description, so none of this shows the two jobs are the same work.
Percent by which AI engineer titles sit below ML engineer titles in log offered wage, after removing the average of each cell. Newest 12 months, 4,220 filings. The first bar is the mean log gap, which is why it differs from the 20.1% gap between the two medians. The last bar rests on the few employers that file both titles. Offers are lumpy: 32 AI filings are at exactly $150,000 and 45 ML filings at exactly $187,741, so the headline dollar figures are less exact than they look.
| Title family | Filings | Employers | 10th | 25th | Median | 75th | 90th |
|---|---|---|---|---|---|---|---|
| AI engineer titles | 1,452 | 874 | $96,034 | $114,000 | $150,000 | $190,000 | $240,000 |
| ML engineer titles | 2,768 | 746 | $126,814 | $155,000 | $187,741 | $225,208 | $264,514 |
| Titles naming both (AI/ML engineer) | 416 | 250 | $90,000 | $105,976 | $135,360 | $173,242 | $226,138 |
Certified, full-time H-1B filings decided 1 July 2025 to 30 June 2026. Annualized wage-rate-of-pay “from” value.
Who files which title
The two titles come from different kinds of employer. The ten largest filers hold 38% of ML engineer filings but 10% of AI engineer filings. 42% of AI engineer filings come from an employer that filed only one, against 18% for ML. Computer systems design firms (NAICS 5415, which includes IT consultancies and MSPs) account for 47% of AI engineer filings and 27% of ML filings. Titles naming both, such as AI/ML Engineer, sit lower still at $135,360, with 54% from those firms.
Only 7 employers file enough of both to compare directly
7 employers filed at least five of each title in the 12 months. ML pays more at 5 of them. That is too few to generalize from, and each row mixes levels and cities, but it is the only same-company view the data allows.
| Employer | AI filings | AI median | ML filings | ML median | ML minus AI |
|---|---|---|---|---|---|
| TikTok / ByteDance | 19 | $240,000 | 184 | $228,500 | -11,500 |
| Tesla | 11 | $230,000 | 55 | $250,000 | +20,000 |
| Zoom | 13 | $187,741 | 20 | $180,710 | -7,031 |
| ServiceNow | 5 | $143,417 | 18 | $194,460 | +51,043 |
| Capital One | 15 | $173,900 | 5 | $191,300 | +17,400 |
| Agility Robotics | 7 | $180,000 | 8 | $225,000 | +45,000 |
| Scale AI | 5 | $216,200 | 6 | $247,500 | +31,300 |
- H-1B positions only, not U.S.-wide pay. Citizens, green card holders and other visa classes do not appear.
- Base wage only. Equity, bonus and benefits are not on the form, so these figures cannot show total pay at any employer.
- An offer on an application is not proof of the wage paid.
- Employers file for positions they may not fill. Filings are not hires.
- This is never the average pay of all AI engineers. For the pay of all workers in the nearest federal code, see the BLS table below.
Wage-level staircase: AI vs ML engineer
The Labor Department’s four wage levels are its proxy for experience. Its guidance says Level I is for “beginning level employees who have only a basic understanding of the occupation” and Level IV for “competent employees who have sufficient experience in the occupation to plan and conduct work requiring judgment”. The levels are not years of service, and the file does not record years. At every level the ML median is higher as filed, by $54,304 at Level II and $24,506 at Level IV.
| DOL wage level | AI filings | AI median | ML filings | ML median | ML minus AI | Difference |
|---|---|---|---|---|---|---|
| Level I | 201 | $107,557 | 291 | $146,671 | $39,114 | +36% |
| Level II | 549 | $120,000 | 839 | $174,304 | $54,304 | +45% |
| Level III | 272 | $160,000 | 640 | $195,000 | $35,000 | +22% |
| Level IV | 362 | $200,000 | 613 | $224,506 | $24,506 | +12% |
4.7% of AI filings and 13.9% of ML filings list no OEWS wage level (the wage came from a survey or agreement) and are left out of this table.
AI engineer vs ML engineer salary by metro
In the 11 metros with at least 25 filings of each title, the AI median equals or beats the ML median in 1. San Jose is $200,000 vs $205,000, San Francisco $200,000 vs $201,500, Seattle $187,500 vs $196,000, and New York $175,000 vs $170,000. Dallas shows $113,000 vs $135,000 on 173 AI filings and 57 ML filings, and the widest gap of the 11 is Washington, $128,500 vs $166,325, on just 34 and 30. A national median therefore compares an ML sample weighted to San Jose with an AI sample that reaches much further into Dallas.
| Metro (worksite) | AI filings | AI median | ML filings | ML median | ML minus AI | BLS software developer median, same metro |
|---|---|---|---|---|---|---|
| San Jose, CA | 199 | $200,000 | 1010 | $205,000 | +5,000 | $213,110 |
| San Francisco, CA | 183 | $200,000 | 474 | $201,500 | +1,500 | $186,640 |
| New York, NY | 165 | $175,000 | 274 | $170,000 | -5,000 | $166,830 |
| Seattle, WA | 74 | $187,500 | 309 | $196,000 | +8,500 | $167,280 |
| Dallas, TX | 173 | $113,000 | 57 | $135,000 | +22,000 | $133,290 |
| Boston, MA | 32 | $157,303 | 99 | $165,000 | +7,697 | $166,090 |
| Austin, TX | 50 | $133,000 | 66 | $150,000 | +17,000 | $134,120 |
| Los Angeles, CA | 38 | $160,818 | 61 | $172,022 | +11,204 | $160,920 |
| Chicago, IL | 48 | $132,964 | 40 | $133,150 | +186 | $134,380 |
| Atlanta, GA | 43 | $130,707 | 32 | $146,400 | +15,693 | $132,960 |
| Washington, DC | 34 | $128,500 | 30 | $166,325 | +37,825 | $154,930 |
Worksite county mapped to BLS May 2025 metro areas, with ZIP code as a fallback (99.9% of filings mapped).
By state
| State | AI filings | AI median | ML filings | ML median |
|---|---|---|---|---|
| CA | 434 | $197,871 | 1602 | $200,000 |
| TX | 257 | $114,754 | 135 | $140,800 |
| WA | 77 | $185,000 | 312 | $195,500 |
| NY | 145 | $180,000 | 229 | $174,557 |
| MA | 34 | $157,303 | 102 | $166,082 |
| NJ | 50 | $128,721 | 59 | $155,000 |
| IL | 51 | $131,000 | 43 | $130,707 |
| GA | 43 | $130,707 | 32 | $146,400 |
| NC | 44 | $113,547 | 26 | $150,300 |
| MI | 30 | $113,727 | 34 | $133,270 |
| FL | 37 | $110,947 | 24 | $120,000 |
| PA | 29 | $122,573 | 27 | $121,472 |
Employer leaderboard: who files, and what they offer
Ranked by filings across AI, ML and AI/ML engineer titles in the 12 months to June 2026. TikTok / ByteDance leads with 205, at a $235,000 median, followed by LinkedIn (201, $185,112) and Adobe (167, $187,741). The right-hand column shows how many of each employer’s filings sit at Levels I and II, because a low median can reflect a junior mix rather than low pay for the same job.
| # | Employer | Filings | AI | ML | Median offer | Middle half | Level I or II |
|---|---|---|---|---|---|---|---|
| 1 | TikTok / ByteDance | 205 | 19 | 184 | $235,000 | $182K to $310K | 61% |
| 2 | 201 | 0 | 201 | $185,112 | $174K to $197K | 25% | |
| 3 | Adobe | 167 | 0 | 167 | $187,741 | $150K to $228K | 58% |
| 4 | Meta | 113 | 3 | 110 | $220,000 | $193K to $233K | 34% |
| 5 | 107 | 0 | 107 | $180,710 | $159K to $212K | 43% | |
| 6 | Tesla | 66 | 11 | 55 | $246,500 | $207K to $300K | 29% |
| 7 | Apple | 64 | 2 | 58 | $193,978 | $185K to $224K | 5% |
| 8 | Snap | 61 | 0 | 61 | $174,015 | $170K to $202K | 7% |
| 9 | PayPal | 56 | 2 | 54 | $189,245 | $172K to $216K | 14% |
| 10 | Qualcomm | 43 | 0 | 43 | $158,400 | $141K to $185K | 60% |
| 11 | Boston Consulting Group | 33 | 33 | 0 | $190,000 | $149K to $190K | 79% |
| 12 | Zoom | 33 | 13 | 20 | $180,710 | $163K to $197K | 27% |
| 13 | Uber | 29 | 0 | 29 | $228,700 | $199K to $239K | 10% |
| 14 | Atlassian | 27 | 2 | 25 | $210,000 | $200K to $230K | 56% |
| 15 | 26 | 0 | 26 | $262,838 | $256K to $300K | 12% | |
| 16 | ServiceNow | 26 | 5 | 18 | $187,741 | $155K to $218K | 19% |
| 17 | Torc Robotics | 25 | 0 | 25 | $174,591 | $158K to $200K | 48% |
| 18 | Roblox | 24 | 0 | 24 | $266,685 | $227K to $294K | 29% |
| 19 | DoorDash | 24 | 0 | 23 | $187,870 | $166K to $197K | 54% |
| 20 | Netflix | 22 | 0 | 22 | $237,786 | $195K to $265K | 5% |
| 21 | Workday | 22 | 0 | 22 | $187,574 | $167K to $228K | 55% |
| 22 | Government Employee Insurance (Geico) | 21 | 0 | 21 | $240,000 | $225K to $275K | 19% |
| 23 | Waymo | 21 | 0 | 21 | $240,000 | $205K to $250K | 43% |
| 24 | Cruise | 21 | 0 | 8 | $234,600 | $207K to $265K | 10% |
| 25 | Capital One | 20 | 15 | 5 | $178,203 | $158K to $201K | 55% |
AI/ML titles count toward Filings only. Legal entities are merged only where listed in the methodology; subsidiaries otherwise stay separate.
The largest filers of the AI engineer title itself
- Boston Consulting Group 33 filings, $190,000
- TikTok / ByteDance 19 filings, $240,000
- Capital One 15 filings, $173,900
- Zoom 13 filings, $187,741
- Tesla 11 filings, $230,000
- NVIDIA 10 filings, $195,599
- Distyl Ai 10 filings, $207,500
- Maruthi Technologies 10 filings, $134,971
- Gainwell Technologies 9 filings, $152,131
- Pmg Worldwide 8 filings, $112,923
AI engineer salary at Google, Amazon, Anthropic and others
Employer searches hit a wall in this data, because many of these companies do not use the title. Amazon filed 23,755 certified full-time H-1Bs in the 12 months and 0 carried an AI or ML engineer title; Microsoft filed 6,873 and 0 did. Google filed 8,207 and 5 did. Anthropic filed 237 and OpenAI 233, and Member of Technical Staff variants are the most common title at both (171 and 129 filings). So this table also shows what each employer calls the job. The title columns show the most-filed non-manager title, which may or may not be AI work: a filing titled Software Engineer does not say what the engineer builds.
| Employer | All H-1B filings | AI | ML | AI/ML | Median of those titles | Largest software title | Largest research or staff title |
|---|---|---|---|---|---|---|---|
| 8,207 | 2 | 3 | 0 | $222,000 | Software Engineer: 4,904 filings, $193,000 | Research Scientist: 199 filings, $205,000 | |
| Amazon | 23,755 | 0 | 0 | 0 | none | Software Dev Engineer II: 3,765 filings, $174,400 | Applied Scientist II: 835 filings, $180,000 |
| Microsoft | 6,873 | 0 | 0 | 0 | none | Software Engineering: 4,300 filings, $178,000 | none |
| Meta | 5,998 | 3 | 111 | 0 | $220,120 | Software Engineer: 2,672 filings, $217,528 | Research Scientist: 644 filings, $207,502 |
| Apple | 6,264 | 2 | 58 | 4 | $193,978 | Software Engineering Applications: 661 filings, $181,100 | Machine Learning: 323 filings, $193,978 |
| NVIDIA | 2,813 | 10 | 3 | 2 | $185,749 | Software Engineer: 392 filings, $192,072 | Research Scientist: 79 filings, $168,000 |
| Anthropic | 237 | 1 | 0 | 0 | under 5 | Member of Technical Staff (Software Engineering): 10 filings, $189,592 | Member of Technical Staff: 73 filings, $187,574 |
| OpenAI | 233 | 6 | 0 | 0 | $250,000 | Member of Technical Staff (Software Engineer): 38 filings, $255,000 | same as software title |
| xAI | 52 | 1 | 0 | 0 | under 5 | none | Member of Technical Staff: 35 filings, $318,781 |
| Boston Consulting Group | 685 | 33 | 0 | 0 | $190,000 | Global IT Software Engineer Senior Specialist: 1 filing, $131,082 | Forward Deployed AI Scientist: 33 filings, $145,000 |
| Deloitte | 5,628 | 2 | 0 | 0 | under 5 | Software Engineer: 10 filings, $100,805 | none |
| EY | 6,496 | 0 | 0 | 0 | none | Software Developers: 846 filings, $172,335 | none |
| KPMG | 310 | 0 | 0 | 0 | none | none | none |
| Accenture | 2,089 | 0 | 0 | 0 | none | Custom Software Engineering Team Lead: 3 filings, $115,900 | none |
| Tata Consultancy Services | 4,181 | 0 | 0 | 0 | none | Software Developer: 218 filings, $115,000 | none |
| IBM | 1,121 | 0 | 0 | 0 | none | Software Developer: 62 filings, $187,916 | Research Scientist: 14 filings, $203,910 |
| Mastercard | 409 | 0 | 0 | 0 | none | Senior Software Engineer: 90 filings, $115,000 | none |
Certified, full-time, decided 1 July 2025 to 30 June 2026, all job titles. “under 5” means too few filings to quote. Employer names matched by the patterns in the methodology. All figures are base offers without equity.
Title variants, and what the rule leaves out
The rule requires an AI or ML term and the word ENGINEER in the same title, and drops managers, hardware, sales and security roles. One choice worth flagging: 325 filings use the bare title MACHINE LEARNING, nearly all from Apple. The title never says engineer, so they are out; adding them leaves the ML median at $187,741. We individually read 200 random AI-family titles and 200 random ML-family titles: 197 of 200 (98.5%) and 200 of 200 (100.0%) named AI or ML engineering work. The misses were titles such as AI Civil Engineer. Another 7 AI-family titles named both data and AI work (Data and AI Engineer) and were counted as matches.
| Title variant | Treatment | Filings | Median offer |
|---|---|---|---|
| Exactly AI ENGINEER | AI family | 382 | $120,994 |
| GenAI or generative AI engineer | AI family | 94 | $138,996 |
| Forward deployed AI engineer | AI family | 22 | $160,000 |
| Software engineer naming AI | AI family | 234 | $166,000 |
| Exactly MACHINE LEARNING ENGINEER | ML family | 917 | $174,304 |
| Software engineer naming machine learning | ML family | 370 | $193,978 |
| MLOps or ML operations engineer | ML family | 44 | $152,587 |
| AI/ML, AI and ML, or both named | Reported apart | 403 | $135,200 |
| Bare title MACHINE LEARNING (Apple’s title) | Excluded | 325 | $193,978 |
| AI or ML scientist | Excluded | 602 | $180,000 |
| AI hardware engineer | Excluded | 34 | $256,300 |
| AI architect | Excluded | 158 | $152,131 |
| AI or ML developer, no ENGINEER in the title | Excluded | 115 | $112,950 |
| Member of Technical Staff | Excluded unless it says AI or ML engineer | 1,422 | $200,000 |
| Applied Scientist (Amazon’s main title) | Excluded | 1,419 | $184,400 |
How these titles compare with BLS codes
Employers must pick a federal code, and the choice shows how poorly the codes fit. 66% of AI engineer filings and 52% of ML filings use 15-1252 Software Developers; 36% of ML filings and 17% of AI filings use 15-2051 Data Scientists. Set against the BLS medians, the ML title runs $51,761 above software developers and the AI title $14,020 above. Do not read that as a premium for the skill: BLS counts all workers in the code nationwide, 36% of ML filings are in one metro, and BLS wages include some incentive pay while filings state base pay. Our software engineer salary atlas and data scientist salary report give those two codes in full.
| BLS occupation, May 2025 | Jobs | 10th | 25th | Median | 75th | 90th |
|---|---|---|---|---|---|---|
| Software developers BLS 15-1252 | 1,687,890 | $82,460 | $105,210 | $135,980 | $171,980 | $214,670 |
| Computer and information research scientists BLS 15-1221 | 37,200 | $82,200 | $103,570 | $140,300 | $188,700 | $230,630 |
| Database architects BLS 15-1243 | 67,140 | $86,240 | $109,370 | $139,500 | $169,290 | $204,000 |
| Data scientists BLS 15-2051 | 262,440 | $67,240 | $85,660 | $120,230 | $158,880 | $199,130 |
Filings with AI engineer titles rose 13-fold in four years
AI engineer filings went from 109 in the year ending June 2022 to 1,452 in the year ending June 2026, while ML filings went from 1,675 to 2,768. In the latest year AI titles grew +172% and ML titles +3%, against -7% for all certified H-1B filings. The AI median rose +12.2% on the year and the ML median +4.3%. A new title on a filing does not prove a new job, since engineers can be retitled and the data cannot tell the difference. Our H-1B statistics report covers the lottery and the $100,000 payment that sit behind these filings, and our ledger of AI-attributed layoffs tracks the employers citing AI for cuts.
| 12 months ending | AI filings | AI median | AI Level II median | ML filings | ML median | ML Level II median | All certified H-1B cases |
|---|---|---|---|---|---|---|---|
| YE Jun 2022 | 109 | $131,220 | $130,447 | 1,675 | $160,000 | $130,894 | 547,350 |
| YE Jun 2023 | 110 | $140,534 | $140,000 | 1,416 | $170,000 | $133,000 | 456,825 |
| YE Jun 2024 | 225 | $145,000 | $131,144 | 1,913 | $171,720 | $150,000 | 492,352 |
| YE Jun 2025 | 533 | $133,658 | $120,000 | 2,698 | $180,000 | $153,000 | 531,668 |
| YE Jun 2026 | 1,452 | $150,000 | $120,000 | 2,768 | $187,741 | $174,304 | 493,658 |
Dated tracker, by Labor Department release
| Decisions through | DOL file | AI filings | AI median | ML filings | ML median |
|---|---|---|---|---|---|
| 2026-06-30 | FY2026 Q3 file | 916 | $141,044 | 1266 | $178,729 |
| 2026-03-31 | FY2026 Q3 file | 249 | $168,340 | 712 | $187,437 |
| 2025-12-31 | FY2026 Q3 file | 151 | $175,000 | 373 | $197,000 |
| 2025-09-30 | FY2025 Q4 | 136 | $155,000 | 417 | $200,000 |
| 2025-06-30 | FY2025 Q3 | 339 | $121,600 | 1170 | $165,000 |
| 2025-03-31 | FY2025 Q2 | 82 | $155,657 | 618 | $178,400 |
| 2024-12-31 | FY2025 Q1 | 62 | $150,000 | 456 | $193,000 |
| 2024-09-30 | FY2024 Q4 | 50 | $165,305 | 454 | $188,558 |
| 2024-06-30 | FY2024 Q3 | 114 | $135,500 | 774 | $170,186 |
| 2024-03-31 | FY2024 Q2 | 46 | $170,000 | 487 | $177,000 |
| 2023-12-31 | FY2024 Q1 | 28 | $142,831 | 301 | $184,000 |
| 2023-09-30 | FY2023 Q4 | 37 | $148,260 | 351 | $165,750 |
DOL’s FY2026 Q3 file (LCA_Disclosure_Data_FY2026_Q3.xlsx) was the newest listed when we checked on 2 November 2026. It covers 1 October 2025 to 30 June 2026. A case decided in a later file replaces the same case number in an earlier one.
What this means for MSPs
Budget by city and level, not by title. Level II AI engineer filings in Dallas have a $112,923 median (84 filings). The national Level II median for ML titles is $174,304, which reflects 36% of those filings being in San Jose. An MSP outside the Bay Area should not budget from the national ML figure.
Expect competition from IT services, not only big tech. 47% of AI engineer filings already come from NAICS 5415 firms, the group that includes MSPs. 37% of AI engineer filings and 34% of ML filings offer no more than the prevailing wage, and employers must pay at least the higher of the prevailing wage or their own actual wage, so a filing’s number is often a legal minimum, not a market price. If a contractor justifies a rate with these medians, ask which level and which metro.
Check the work before you pay for the title. The form records no duties, and 42% of AI engineer filings come from employers with a single filing, so the title alone says little about the job. Write the duties for a client pilot first, then price them.
Frequently asked questions
Do ML engineers make more than AI engineers?
On certified H-1B filings decided from 1 July 2025 to 30 June 2026, yes as filed: $187,741 for machine learning engineer titles against $150,000 for AI engineer titles. Inside the same metro and wage level the difference falls to 2.8%. ML engineer filings cluster in San Jose (36%, against 14% of AI filings).
What is the AI engineer salary at Google?
Google’s filings barely use the title. Of 8,207 certified full-time H-1B filings in the 12 months to June 2026, 2 had an AI engineer title and 3 an ML engineer title. Those 5 have a $222,000 median, too few to lean on. Its main title is Software Engineer, with 4,904 filings at a $193,000 median base offer.
What is the AI engineer salary at Anthropic or OpenAI?
Their filings rarely say AI engineer. Anthropic had 1 such filing out of 237 and OpenAI 6 out of 233. Their most common titles are Member of Technical Staff variants: Anthropic’s plain version shows a $187,574 median on 73 filings, and OpenAI’s software version $255,000 on 38. These are base offers and leave out equity.
What is the entry-level AI engineer salary vs ML engineer salary?
At Labor Department wage Level I (entry), AI engineer titles show a $107,557 median on 201 filings and ML engineer titles $146,671 on 291. Level I is the Department’s proxy for experience, not a count of years.
Why do other sites disagree on which title pays more?
They measure different things. JobsRadar uses live postings that publish a range and shows ML ahead; Recruiting from Scratch shows ML ahead on its own data; Codecademy’s table shows AI ahead and names no source. None of them can separate title from location the way a filing with a worksite and wage level can.
Is this the average pay of all AI engineers?
No. It is the median offered base wage on 1,452 and 2,768 H-1B filings. It leaves out U.S. citizens and other workers not on these filings, leaves out equity and bonus, and an offer on a filing is not proof of the wage paid or that the position was filled.
Methodology
Source. Department of Labor, Office of Foreign Labor Certification, LCA disclosure data (Form ETA-9035), 21 quarterly xlsx files from FY2021 Q1 to FY2026 Q3. FY2025 and FY2026 files were downloaded 15 October 2026 and the rest on 2 November 2026, when FY2026 Q3 was still the newest file listed. The BLS May 2025 OEWS and 2018 SOC direct-match files supply the comparison figures.
Filters. VISA_CLASS H-1B, deduplicated by CASE_NUMBER (the later file wins), CASE_STATUS Certified (Certified-Withdrawn excluded), FULL_TIME_POSITION Y. Windows run on DECISION_DATE. The headline window is 1 July 2025 to 30 June 2026, so it holds one full cap season. A certified case later withdrawn shows as Certified-Withdrawn in a later file and leaves the count, so the newest quarters can shrink slightly on refresh. 225 rows of the 275,966 full-time certified rows in the broad title extract, across all years, were dropped for an annualized wage outside $20,000 to $1,000,000 or no wage.
Title rule. JOB_TITLE, uppercased. A title must match the engineer term and an AI or ML term, and must not match the exclusions. AI term only is the AI family, ML term only is the ML family, both is AI/ML.
ENGINEER: \bENGINEERS?\bAI: \b(AI|A\.I\.?|AIML|ARTIFICIAL INTELLIGENCE|GEN ?AI|GENERATIVE AI)\bML: \b(ML|AIML|MACHINE LEARNING|MLOPS|ML OPS|MLE)\bEXCLUDE: \b(MANAGER|MGR|MANAGEMENT|DIRECTOR|VP|VICE PRESIDENT|PRESIDENT|HEAD OF|HEAD|CHIEF|CTO|INTERN|RECRUITER|PROFESSOR|POSTDOC\w*|POST-DOC\w*)\b | \b(HARDWARE|HW|ASIC|SILICON|SALES|PRE-?SALES|SUPPORT|SCIENTISTS?|RESEARCHER|DATA ENGINEERS?|QA|QUALITY|SOLUTIONS?|FIELD|CUSTOMER|VERIFICATION|VALIDATION|DESIGN|PHYSICAL|RTL|CHIP|PACKAGING|NETWORK|TEST|FIRMWARE|EMBEDDED|SECURITY|CYBERSECURITY|PROCESS|FACILITIES|APPLICATIONS? ENGINEER|AUTOMATION ENGINEER|CLOUD ENGINEER)\b
Precision. Random samples of the newest 12 months (seeds 261102, 261103, 261104), every title read individually: AI family 197 of 200, ML family 200 of 200, AI/ML 99 of 100. We did not measure recall by reading non-matching titles at random. Employers using generic titles such as Software Engineer or Member of Technical Staff are missed by design, and the table of variants sizes the largest of those groups.
Wages. WAGE_RATE_OF_PAY_FROM annualized (hour x 2,080, week x 52, bi-weekly x 26, month x 12). Where a filing gives a range we use the bottom of it. Offers apply to the first worksite. 36% of AI filings and 45% of ML filings state a range.
Sensitivity. ML stays ahead on every check, but one nearly closes the gap. Range midpoints: $159,216 vs $203,175. Median of employer medians: $142,151 vs $164,403. Only plain titles such as Senior AI Engineer: $137,950 (609) vs $180,710 (1,834). Weighted by positions requested: $160,000 vs $165,021, because Qualcomm’s 43 ML filings request 3,607 of the 8,569 ML positions; without Qualcomm the weighted ML median is $180,000. We count filings because positions requested are ceilings, not hires.
Controls. The gap ladder regresses log wage on the title within cells of wage level, metro and employer. It describes the filings and is not a causal estimate. The 95% interval resamples employers 500 times.
Employer names. Merged by name pattern only (for example Amazon.com Services and Amazon Web Services; TikTok and ByteDance). Other legal entities stay separate after dropping suffixes such as Inc and LLC.
Limits. H-1B positions only. Base wage only. An offer is not necessarily the wage paid. Employers may not fill the positions they file for. The form records no years of experience and no job duties. Wage levels are entered by the employer or its representative.
Not advice. These are public filing statistics, not a salary benchmark for any one role.
Cite as:The Uptime Report. "AI Engineer Salary vs ML Engineer Salary: ML Pays $37,741 More on H-1B Filings, Until You Compare the Same City." November 2026. https://theuptimereport.com/ai-engineer-vs-ml-engineer-salary/
References
- U.S. Department of Labor, OFLC Performance Data, LCA disclosure files FY2021 to FY2026. Accessed November 2026.
- DOL OFLC, LCA_Disclosure_Data_FY2026_Q3.xlsx. Accessed November 2026.
- DOL OFLC, LCA record layout, FY2025 Q4. Accessed November 2026.
- DOL Employment and Training Administration, Prevailing Wage Determination Policy Guidance, revised November 2009. Accessed November 2026.
- DOL Wage and Hour Division, Fact Sheet 62G: required wage for H-1B workers. Accessed November 2026.
- BLS, Occupational Employment and Wage Statistics, May 2025. Accessed November 2026.
- BLS, 2018 SOC direct match title file. Accessed November 2026.
- JobsRadar, AI Engineer vs ML Engineer (method and direction only). Accessed November 2026.
- Recruiting from Scratch, AI Engineer vs ML Engineer (method and direction only). Accessed November 2026.
- Codecademy, How much does an AI engineer make (method and direction only). 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
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
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
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 - 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
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
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