Data & AI Salary Guide 2026
What should you pay data and AI professionals in 2026 — and what will it take to hire and keep them? Permanent salary benchmarks and contractor day rates for employers across data engineering, data science, machine learning and the fast-growing generative-AI layer, drawn from market data spanning 385,000+ data and AI professionals.
385k+
Data & AI professionals in market data
11 markets
North America, UK, Europe, APAC benchmarks
64%
Intend to upskill in AI this year
What does the data & AI hiring market look like in 2026?
Data and AI is one of the fastest-moving corners of the technology hiring market. AI has shifted from experimentation to widespread deployment, and that has reshaped who employers need to hire. The strongest teams now span three layers: robust data foundations (data engineers, architects, governance and security), the intelligence layer (data scientists, ML engineers, ML and AI architects, MLOps) and a new generative-AI and responsible-AI layer (prompt engineers, AI ethicists and D&A/AI translators).
Demand is outpacing supply across every one of those layers. Asked what makes their role toughest right now, 58% singled out how relentlessly the field moves — and 64% expect to sit formal AI training or an accreditation over the year ahead. For employers, that means the candidates you want are also the ones investing hardest in staying current, and the market for senior AI leadership and specialist generative-AI skills is especially tight.
58%
name the relentless pace of change as their toughest challenge
64%
intend to sit AI training or an accreditation this year
385k+
data & AI professionals reflected in the market data
3 layers
data foundations, intelligence and generative AI
How much do data & AI professionals earn in 2026?
The benchmark below shows the annual salary levels and contractor rates for employing data and AI professionals. Each region lists permanent base salaries in the local currency, with a typical contractor day-rate range alongside each role (Poland and Singapore salaries are monthly; Japan is annual in yen). Figures show the lower, medium and upper ends of the market and exclude bonuses and incentives.
Use the medium figure as your baseline, and expect regional variation of roughly 10–15% with cost of living. To secure the strongest talent — particularly in the scarce senior AI and generative-AI roles — we advise employers to consider offering 10–15% above these figures. If your offer sits below the lower end of the range, expect longer time-to-hire and higher counteroffer risk.
United States (USD, annual base salary; contractor rates per day)
The US sets the ceiling for data and AI pay in this guide. Median packages run from about $124,000 for a business intelligence specialist to $297,000 for a Chief Data Officer, and the scarcest AI leaders — Chief AI Officers and Heads of AI — sit at $303,000 and $259,000. Senior architects and MLOps engineers routinely bill north of $1,300 a day on contract.
Permanent salaries — United States
| Role | Lower | Medium | Upper | Contractor rate (day) |
|---|---|---|---|---|
| Chief Data Officer | $253,000 | $297,000 | $457,000 | $2,025 – $3,115 |
| Chief AI Officer | $248,000 | $303,000 | $396,000 | $2,065 – $2,700 |
| Head of Data | $198,000 | $231,000 | $330,000 | $1,575 – $2,250 |
| Head of AI | $209,000 | $259,000 | $314,000 | $1,765 – $2,140 |
| AI Architect | $162,000 | $200,000 | $242,000 | $1,450 – $1,585 |
| ML Architect | $162,000 | $195,000 | $237,000 | $1,450 – $1,585 |
| Data Architect | $165,000 | $194,000 | $229,000 | $1,275 – $1,410 |
| Machine Learning Engineer | $140,000 | $174,000 | $209,000 | $1,275 – $1,410 |
| MLOps Engineer | $135,000 | $171,000 | $204,000 | $1,190 – $1,320 |
| Data Engineer | $143,000 | $167,000 | $201,000 | $1,100 – $1,230 |
| Data Scientist | $130,000 | $165,000 | $207,000 | $1,055 – $1,145 |
| AI Engineer | $138,000 | $165,000 | $204,000 | $1,275 – $1,410 |
| Prompt Engineer | $132,000 | $162,000 | $195,000 | $1,275 – $1,410 |
| Data Security | $127,000 | $157,000 | $187,000 | $1,190 – $1,320 |
| AI Governance & Ethics Specialist | $113,000 | $143,000 | $176,000 | $1,055 – $1,145 |
| D&A / AI Translator | $116,000 | $143,000 | $171,000 | $1,055 – $1,145 |
| Data Governance | $110,000 | $140,000 | $171,000 | $1,055 – $1,145 |
| Data Analyst | $109,000 | $133,000 | $163,000 | $705 – $790 |
| Business Intelligence | $102,000 | $124,000 | $146,000 | $835 – $970 |
United Kingdom (GBP, annual base salary; contractor rates per day)
Across the UK, medians move from roughly £61,000 for a data analyst up to £204,000 for a Chief AI Officer, with AI and ML architects the priciest engineering hires at £138,000 and £127,000. Experienced generative-AI and leadership contractors clear £1,500 a day, while data-foundation specialists such as engineers and BI developers land in the £540–£860 band.
Permanent salaries — United Kingdom
| Role | Lower | Medium | Upper | Contractor rate (day) |
|---|---|---|---|---|
| Chief AI Officer | £160,000 | £204,000 | £259,000 | £1,540 – £1,760 |
| Chief Data Officer | £154,000 | £176,000 | £220,000 | £1,320 – £1,540 |
| Head of AI | £127,000 | £160,000 | £198,000 | £1,320 – £1,540 |
| Head of Data | £121,000 | £138,000 | £154,000 | £1,100 – £1,320 |
| AI Architect | £107,000 | £138,000 | £171,000 | £1,075 – £1,265 |
| ML Architect | £102,000 | £127,000 | £157,000 | £980 – £1,135 |
| AI Engineer | £83,000 | £105,000 | £132,000 | £815 – £970 |
| Machine Learning Engineer | £77,000 | £99,000 | £127,000 | £760 – £915 |
| MLOps Engineer | £77,000 | £99,000 | £121,000 | £730 – £880 |
| Prompt Engineer | £80,000 | £99,000 | £127,000 | £760 – £915 |
| Data Security | £72,000 | £91,000 | £116,000 | £675 – £825 |
| Data Governance | £66,000 | £85,000 | £107,000 | £610 – £750 |
| Data Scientist | £66,000 | £83,000 | £93,000 | £665 – £805 |
| D&A / AI Translator | £63,000 | £83,000 | £105,000 | £610 – £750 |
| Data Engineer | £64,000 | £78,000 | £96,000 | £705 – £860 |
| Data Architect | £80,000 | £100,000 | £113,000 | £870 – £1,025 |
| AI Ethicist | £74,000 | £94,000 | £118,000 | £705 – £860 |
| Business Intelligence | £51,000 | £66,000 | £83,000 | £540 – £660 |
| Data Analyst | £47,000 | £61,000 | £79,000 | £475 – £585 |
Europe (local currency; salaries annual unless noted, contractor rates per day)
Continental Europe spans a wide band. Germany and France anchor the upper end — German AI architects median about €121,000 and French Chief AI Officers €154,000 — while Spain sits noticeably lower, with data scientists near €57,000. Poland is quoted as gross monthly pay, where a Chief AI Officer medians around 58,000 złoty a month. Each market below lists its own permanent salaries and day rates.
Germany (€) — permanent salaries, annual
| Role | Lower | Medium | Upper | Contractor rate (day) |
|---|---|---|---|---|
| Chief AI Officer | €132,000 | €176,000 | €220,000 | €1,200 – €1,500 |
| Head of AI | €116,000 | €149,000 | €187,000 | €1,015 – €1,275 |
| AI Architect | €99,000 | €121,000 | €143,000 | €1,450 – €1,585 |
| ML Architect | €94,000 | €110,000 | €132,000 | €1,320 – €1,410 |
| Head of Data | €88,000 | €99,000 | €116,000 | €675 – €790 |
| AI Ethicist / Governance Specialist | €77,000 | €96,000 | €121,000 | €1,055 – €1,145 |
| MLOps Engineer | €77,000 | €98,000 | €124,000 | €1,165 – €1,230 |
| Data Architect | €77,000 | €94,000 | €110,000 | €1,100 – €1,320 |
| D&A / AI Translator | €74,000 | €94,000 | €116,000 | €1,055 – €1,145 |
| Prompt Engineer | €74,000 | €94,000 | €118,000 | €1,080 – €1,145 |
| Data Scientist | €66,000 | €88,000 | €99,000 | €990 – €1,145 |
| Data Security | €66,000 | €88,000 | €110,000 | €1,055 – €1,145 |
| AI Engineer | €66,000 | €83,000 | €99,000 | €1,035 – €1,230 |
| Machine Learning Engineer | €66,000 | €83,000 | €99,000 | €1,055 – €1,145 |
| Business Intelligence | €66,000 | €83,000 | €99,000 | €970 – €1,055 |
| Data Governance | €66,000 | €83,000 | €99,000 | €1,230 – €1,320 |
| Data Engineer | €61,000 | €83,000 | €94,000 | €1,035 – €1,230 |
| Data Analyst | €61,000 | €77,000 | €94,000 | €525 – €640 |
France (€) — permanent salaries, annual
| Role | Lower | Medium | Upper | Contractor rate (day) |
|---|---|---|---|---|
| Chief AI Officer | €121,000 | €154,000 | €198,000 | €1,050 – €1,350 |
| Chief Data Officer | €99,000 | €121,000 | €138,000 | €825 – €940 |
| Head of AI | €94,000 | €116,000 | €149,000 | €790 – €1,015 |
| AI Architect | €74,000 | €96,000 | €127,000 | €1,090 – €1,175 |
| ML Architect | €72,000 | €91,000 | €116,000 | €1,005 – €1,090 |
| Data Scientist | €72,000 | €81,000 | €89,000 | €830 – €1,000 |
| Data Architect | €66,000 | €88,000 | €110,000 | €910 – €1,045 |
| MLOps Engineer | €63,000 | €80,000 | €102,000 | €885 – €1,000 |
| Data Security | €66,000 | €83,000 | €99,000 | €840 – €990 |
| AI Engineer | €61,000 | €81,000 | €103,000 | €885 – €1,000 |
| D&A / AI Translator | €61,000 | €81,000 | €103,000 | €720 – €825 |
| AI Ethicist | €61,000 | €81,000 | €103,000 | €705 – €825 |
| Machine Learning Engineer | €61,000 | €77,000 | €99,000 | €870 – €1,000 |
| Data Governance | €55,000 | €77,000 | €99,000 | €775 – €935 |
| Data Engineer | €59,000 | €72,000 | €85,000 | €750 – €880 |
| Prompt Engineer | €50,000 | €72,000 | €88,000 | €680 – €825 |
| Data Analyst | €53,000 | €66,000 | €81,000 | €615 – €770 |
| Business Intelligence | €47,000 | €61,000 | €77,000 | €655 – €770 |
Spain (€) — permanent salaries, annual
| Role | Lower | Medium | Upper | Contractor rate (day) |
|---|---|---|---|---|
| Chief AI Officer | €110,000 | €154,000 | €220,000 | €1,050 – €1,500 |
| Head of AI | €88,000 | €138,000 | €165,000 | €940 – €1,125 |
| Chief Data Officer | €99,000 | €127,000 | €154,000 | €865 – €1,050 |
| AI Architect | €72,000 | €99,000 | €121,000 | €675 – €825 |
| ML Architect | €66,000 | €94,000 | €110,000 | €640 – €750 |
| Head of Data | €72,000 | €88,000 | €105,000 | €600 – €715 |
| AI Engineer | €55,000 | €83,000 | €105,000 | €565 – €715 |
| Machine Learning Engineer | €53,000 | €77,000 | €99,000 | €525 – €675 |
| MLOps Engineer | €55,000 | €77,000 | €99,000 | €525 – €675 |
| AI Ethicist | €50,000 | €66,000 | €88,000 | €450 – €600 |
| Data Security | €44,000 | €61,000 | €83,000 | €415 – €565 |
| Prompt Engineer | €44,000 | €61,000 | €83,000 | €415 – €565 |
| Data Architect | €64,000 | €77,000 | €80,000 | €525 – €550 |
| Data Engineer | €52,000 | €58,000 | €64,000 | €400 – €435 |
| Data Scientist | €45,000 | €57,000 | €63,000 | €390 – €430 |
| Data Analyst | €36,000 | €57,000 | €66,000 | €390 – €450 |
| Data Governance | €42,000 | €55,000 | €77,000 | €375 – €525 |
| D&A / AI Translator | €39,000 | €53,000 | €72,000 | €360 – €490 |
| Business Intelligence | €36,000 | €49,000 | €84,000 | €330 – €575 |
Poland (zł) — permanent salaries, monthly
| Role | Lower | Medium | Upper | Contractor rate (day) |
|---|---|---|---|---|
| Chief AI Officer | zł39,000 | zł58,000 | zł83,000 | zł4,725 – zł6,750 |
| Chief Data Officer | zł39,000 | zł58,000 | zł83,000 | zł4,725 – zł6,750 |
| Head of AI | zł30,000 | zł41,000 | zł58,000 | zł3,375 – zł4,725 |
| Head of Data | zł30,000 | zł41,000 | zł58,000 | zł3,375 – zł4,725 |
| AI Architect | zł29,000 | zł33,000 | zł42,000 | zł2,700 – zł3,420 |
| ML Architect | zł26,000 | zł32,000 | zł40,000 | zł2,655 – zł3,285 |
| Data Architect | zł26,000 | zł31,000 | zł40,000 | zł2,520 – zł3,240 |
| Data Engineer | zł22,000 | zł26,000 | zł33,000 | zł2,160 – zł2,700 |
| AI Engineer | zł22,000 | zł26,000 | zł33,000 | zł2,160 – zł2,700 |
| MLOps Engineer | zł20,000 | zł25,000 | zł30,000 | zł2,070 – zł2,475 |
| Machine Learning Engineer | zł17,000 | zł25,000 | zł30,000 | zł2,070 – zł2,455 |
| Data Scientist | zł18,000 | zł24,000 | zł30,000 | zł1,980 – zł2,430 |
| Prompt Engineer | zł17,000 | zł19,000 | zł26,000 | zł1,530 – zł2,160 |
| Data Security | zł13,000 | zł19,000 | zł28,000 | zł1,530 – zł2,295 |
| Data Governance | zł13,000 | zł18,000 | zł25,000 | zł1,440 – zł2,025 |
| AI Ethicist | zł13,000 | zł17,000 | zł25,000 | zł1,350 – zł2,070 |
| Business Intelligence | zł11,000 | zł15,000 | zł21,000 | zł1,260 – zł1,755 |
| D&A / AI Translator | zł11,000 | zł15,000 | zł22,000 | zł1,260 – zł1,800 |
| Data Analyst | zł10,000 | zł14,000 | zł22,000 | zł1,150 – zł1,800 |
Australia (AUD, annual base salary excluding superannuation; contractor rates per day)
Australian salaries read high in local terms and exclude superannuation. Medians range from A$77,000 for a D&A/AI translator up to A$330,000 for a Chief AI Officer, with data and AI architects both at A$209,000–A$220,000. Contract day rates for senior leaders and architects sit between roughly A$1,375 and A$1,980.
Permanent salaries — Australia
| Role | Lower | Medium | Upper | Contractor rate (day) |
|---|---|---|---|---|
| Chief AI Officer | A$264,000 | A$330,000 | A$396,000 | A$1,650 – A$1,815 |
| Chief Data Officer | A$264,000 | A$325,000 | A$385,000 | A$1,760 – A$1,980 |
| Head of AI | A$209,000 | A$253,000 | A$303,000 | A$1,515 – A$1,650 |
| Head of Data | A$198,000 | A$242,000 | A$275,000 | A$1,650 – A$1,815 |
| AI Architect | A$198,000 | A$220,000 | A$253,000 | A$1,375 – A$1,540 |
| ML Architect | A$176,000 | A$209,000 | A$242,000 | A$1,265 – A$1,430 |
| Data Architect | A$187,000 | A$209,000 | A$242,000 | A$1,130 – A$1,320 |
| Machine Learning Engineer | A$143,000 | A$171,000 | A$198,000 | A$1,185 – A$1,375 |
| MLOps Engineer | A$143,000 | A$171,000 | A$198,000 | A$1,210 – A$1,430 |
| AI Engineer | A$143,000 | A$165,000 | A$220,000 | A$1,210 – A$1,375 |
| Data Security | A$143,000 | A$165,000 | A$187,000 | A$1,075 – A$1,320 |
| Data Engineer | A$121,000 | A$154,000 | A$198,000 | A$1,130 – A$1,320 |
| Data Scientist | A$99,000 | A$154,000 | A$198,000 | A$1,050 – A$1,350 |
| Data Governance | A$127,000 | A$154,000 | A$198,000 | A$1,130 – A$1,320 |
| Business Intelligence | A$99,000 | A$132,000 | A$154,000 | A$935 – A$1,100 |
| AI Ethicist | A$110,000 | A$132,000 | A$154,000 | A$965 – A$1,100 |
| Data Analyst | A$107,000 | A$129,000 | A$151,000 | A$880 – A$1,030 |
| Prompt Engineer | A$77,000 | A$99,000 | A$121,000 | A$825 – A$880 |
| D&A / AI Translator | A$66,000 | A$77,000 | A$88,000 | A$770 – A$825 |
New Zealand (NZD, annual base salary excluding KiwiSaver; contractor rates per day)
New Zealand salaries exclude KiwiSaver and read a shade below Australia at the top end. Medians run from about NZ$77,000 for a D&A/AI translator up to NZ$308,000 for a Chief AI Officer, with data and AI architects near NZ$198,000–NZ$209,000. Contract day rates for senior leaders and architects sit between roughly NZ$1,350 and NZ$2,475.
Permanent salaries — New Zealand
| Role | Lower | Medium | Upper | Contractor rate (day) |
|---|---|---|---|---|
| Chief AI Officer | NZ$259,000 | NZ$308,000 | NZ$363,000 | NZ$2,100 – NZ$2,475 |
| Chief Data Officer | NZ$253,000 | NZ$303,000 | NZ$363,000 | NZ$2,065 – NZ$2,475 |
| Head of AI | NZ$198,000 | NZ$237,000 | NZ$286,000 | NZ$1,615 – NZ$1,950 |
| Head of Data | NZ$187,000 | NZ$226,000 | NZ$259,000 | NZ$1,540 – NZ$1,765 |
| AI Architect | NZ$187,000 | NZ$209,000 | NZ$242,000 | NZ$1,425 – NZ$1,650 |
| ML Architect | NZ$165,000 | NZ$198,000 | NZ$231,000 | NZ$1,350 – NZ$1,575 |
| Data Architect | NZ$176,000 | NZ$198,000 | NZ$231,000 | NZ$1,350 – NZ$1,575 |
| Machine Learning Engineer | NZ$143,000 | NZ$171,000 | NZ$198,000 | NZ$1,165 – NZ$1,350 |
| MLOps Engineer | NZ$143,000 | NZ$171,000 | NZ$198,000 | NZ$1,165 – NZ$1,350 |
| AI Engineer | NZ$143,000 | NZ$165,000 | NZ$209,000 | NZ$1,125 – NZ$1,425 |
| Data Security | NZ$138,000 | NZ$160,000 | NZ$187,000 | NZ$1,090 – NZ$1,275 |
| Data Engineer | NZ$121,000 | NZ$154,000 | NZ$193,000 | NZ$1,050 – NZ$1,315 |
| Data Scientist | NZ$99,000 | NZ$154,000 | NZ$193,000 | NZ$1,050 – NZ$1,315 |
| Data Governance | NZ$127,000 | NZ$154,000 | NZ$187,000 | NZ$1,050 – NZ$1,275 |
| Business Intelligence | NZ$99,000 | NZ$132,000 | NZ$154,000 | NZ$900 – NZ$1,050 |
| AI Ethicist | NZ$110,000 | NZ$132,000 | NZ$154,000 | NZ$900 – NZ$1,050 |
| Data Analyst | NZ$105,000 | NZ$127,000 | NZ$149,000 | NZ$865 – NZ$1,015 |
| Prompt Engineer | NZ$77,000 | NZ$99,000 | NZ$121,000 | NZ$675 – NZ$825 |
| D&A / AI Translator | NZ$66,000 | NZ$77,000 | NZ$88,000 | NZ$525 – NZ$600 |
Canada (CAD, annual base salary; contractor rates per day)
Canadian pay tracks below the US but ahead of most of Europe. Medians run from around C$105,000 for a business intelligence specialist to C$258,000 for a Chief AI Officer, with data and AI architects near C$165,000–C$170,000. Senior contract rates stretch from roughly C$1,100 up to C$2,645 a day for the most in-demand data leaders.
Permanent salaries — Canada
| Role | Lower | Medium | Upper | Contractor rate (day) |
|---|---|---|---|---|
| Chief Data Officer | C$215,000 | C$252,000 | C$388,000 | C$1,720 – C$2,645 |
| Chief AI Officer | C$211,000 | C$258,000 | C$337,000 | C$1,760 – C$2,300 |
| Head of Data | C$168,000 | C$196,000 | C$281,000 | C$1,335 – C$1,915 |
| Head of AI | C$178,000 | C$220,000 | C$267,000 | C$1,500 – C$1,820 |
| AI Architect | C$138,000 | C$170,000 | C$206,000 | C$1,160 – C$1,405 |
| ML Architect | C$138,000 | C$166,000 | C$201,000 | C$1,130 – C$1,370 |
| Data Architect | C$140,000 | C$165,000 | C$195,000 | C$1,125 – C$1,330 |
| Machine Learning Engineer | C$119,000 | C$148,000 | C$178,000 | C$1,010 – C$1,215 |
| MLOps Engineer | C$115,000 | C$145,000 | C$173,000 | C$990 – C$1,180 |
| Data Engineer | C$122,000 | C$142,000 | C$171,000 | C$970 – C$1,165 |
| Data Scientist | C$111,000 | C$140,000 | C$176,000 | C$955 – C$1,200 |
| AI Engineer | C$117,000 | C$140,000 | C$173,000 | C$955 – C$1,180 |
| Prompt Engineer | C$112,000 | C$138,000 | C$166,000 | C$940 – C$1,130 |
| Data Security | C$108,000 | C$133,000 | C$159,000 | C$905 – C$1,085 |
| AI Governance & Ethics Specialist | C$96,000 | C$122,000 | C$150,000 | C$830 – C$1,025 |
| D&A / AI Translator | C$99,000 | C$122,000 | C$145,000 | C$830 – C$990 |
| Data Governance | C$94,000 | C$119,000 | C$145,000 | C$810 – C$990 |
| Data Analyst | C$93,000 | C$113,000 | C$139,000 | C$770 – C$950 |
| Business Intelligence | C$87,000 | C$105,000 | C$124,000 | C$715 – C$845 |
Singapore (SGD, monthly base salary; contractor rates per day)
Singapore is quoted as gross monthly base pay. Medians move from about S$9,000 a month for a business intelligence specialist to S$25,000 for a Chief AI Officer, with data and AI architects around S$12,000–S$14,000. The daily contract figures below are derived from those monthly benchmarks.
Permanent salaries — Singapore (monthly)
| Role | Lower | Medium | Upper | Contractor rate (day) |
|---|---|---|---|---|
| Chief AI Officer | S$19,000 | S$25,000 | S$32,000 | S$2,050 – S$2,655 |
| Chief Data Officer | S$19,000 | S$24,000 | S$30,000 | S$2,005 – S$2,475 |
| Head of Data | S$17,000 | S$22,000 | S$32,000 | S$1,800 – S$2,590 |
| Head of AI | S$14,000 | S$20,000 | S$27,000 | S$1,645 – S$2,205 |
| AI Architect | S$11,000 | S$14,000 | S$17,000 | S$1,150 – S$1,420 |
| Data Scientist | S$10,000 | S$14,000 | S$17,000 | S$1,125 – S$1,350 |
| ML Architect | S$10,000 | S$13,000 | S$16,000 | S$1,080 – S$1,330 |
| Data Architect | S$10,000 | S$12,000 | S$15,000 | S$990 – S$1,215 |
| AI Engineer | S$9,000 | S$12,000 | S$15,000 | S$970 – S$1,215 |
| Machine Learning Engineer | S$9,000 | S$12,000 | S$15,000 | S$945 – S$1,195 |
| MLOps Engineer | S$9,000 | S$11,000 | S$14,000 | S$925 – S$1,150 |
| Data Engineer | S$8,000 | S$11,000 | S$13,000 | S$880 – S$1,080 |
| Data Analyst | S$7,000 | S$10,000 | S$13,000 | S$855 – S$1,105 |
| Data Security | S$8,000 | S$10,000 | S$14,000 | S$855 – S$1,170 |
| Data Governance | S$8,000 | S$10,000 | S$13,000 | S$810 – S$1,080 |
| D&A / AI Translator | S$7,000 | S$10,000 | S$13,000 | S$810 – S$1,035 |
| Prompt Engineer | S$7,000 | S$10,000 | S$12,000 | S$790 – S$1,015 |
| AI Ethicist | S$7,000 | S$10,000 | S$12,000 | S$790 – S$1,015 |
| Business Intelligence | S$7,000 | S$9,000 | S$12,000 | S$720 – S$970 |
Japan (JPY (¥), annual base salary; contractor rates per day)
Japanese salaries are annual figures in yen. Medians run from about ¥9,050,000 for an AI ethicist up to ¥28,960,000 for a Chief AI Officer, with data scientists and data architects near ¥15,590,000. Contract benchmarks below are expressed as daily rates converted from those annual packages.
Permanent salaries — Japan (annual)
| Role | Lower | Medium | Upper | Contractor rate (day) |
|---|---|---|---|---|
| Chief AI Officer | ¥19,800,000 | ¥28,960,000 | ¥39,240,000 | ¥197,000 – ¥268,000 |
| Head of AI | ¥14,660,000 | ¥24,940,000 | ¥28,600,000 | ¥170,000 – ¥195,000 |
| Chief Data Officer | ¥18,340,000 | ¥24,560,000 | ¥38,500,000 | ¥167,000 – ¥263,000 |
| Head of Data | ¥13,560,000 | ¥18,340,000 | ¥28,240,000 | ¥125,000 – ¥193,000 |
| AI Engineer | ¥8,910,000 | ¥16,500,000 | ¥19,060,000 | ¥113,000 – ¥130,000 |
| ML Architect | ¥8,610,000 | ¥16,310,000 | ¥17,790,000 | ¥111,000 – ¥121,000 |
| Data Architect | ¥8,990,000 | ¥15,590,000 | ¥20,710,000 | ¥106,000 – ¥141,000 |
| Data Scientist | ¥7,890,000 | ¥15,590,000 | ¥20,900,000 | ¥106,000 – ¥143,000 |
| Data Governance | ¥8,910,000 | ¥15,590,000 | ¥20,160,000 | ¥106,000 – ¥137,000 |
| Business Intelligence | ¥6,600,000 | ¥14,850,000 | ¥18,150,000 | ¥101,000 – ¥124,000 |
| AI Architect | ¥8,610,000 | ¥14,490,000 | ¥18,510,000 | ¥99,000 – ¥126,000 |
| MLOps Engineer | ¥8,140,000 | ¥13,780,000 | ¥18,700,000 | ¥94,000 – ¥128,000 |
| Data Security | ¥9,540,000 | ¥13,390,000 | ¥19,800,000 | ¥91,000 – ¥135,000 |
| Data Engineer | ¥6,410,000 | ¥13,280,000 | ¥19,800,000 | ¥91,000 – ¥135,000 |
| Prompt Engineer | ¥8,060,000 | ¥13,200,000 | ¥15,950,000 | ¥90,000 – ¥109,000 |
| Machine Learning Engineer | ¥7,340,000 | ¥11,740,000 | ¥20,350,000 | ¥80,000 – ¥139,000 |
| Data Analyst | ¥4,950,000 | ¥10,200,000 | ¥16,500,000 | ¥70,000 – ¥113,000 |
| AI Ethicist | ¥6,790,000 | ¥9,050,000 | ¥11,470,000 | ¥62,000 – ¥78,000 |
| D&A / AI Translator (AI Evangelist) | ¥6,680,000 | ¥9,100,000 | ¥12,290,000 | ¥62,000 – ¥84,000 |
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What does it take to attract and keep data & AI talent?
Competitive pay is the price of entry, but it is not the whole story. Data and AI professionals are unusually motivated by growth: nearly two-thirds (64%) intend to complete AI training or an accreditation over the year ahead, so employers who fund learning, provide access to modern tooling and offer genuinely interesting problems have a real retention edge over those competing on salary alone.
That speed of change works in both directions. Because 58% name simply staying abreast of it as their number-one difficulty, access to cutting-edge projects, clear progression into AI leadership, and a culture of continuous learning are so persuasive. As AI moves into production, the human-in-the-loop roles that validate outputs and the governance roles that keep deployment responsible are becoming permanent fixtures, not temporary hires.
Ethical and governance capability is now a hiring priority in its own right. With legislation such as the EU AI Act in force, AI Ethicists and AI Governance specialists are in growing demand, particularly in regulated industries — treat this capability as a structural part of your team, not an afterthought.
64%
intend to complete AI training this year
58%
find the pace of the field their toughest challenge
EU AI Act
driving demand for governance & ethics roles
Employer FAQs: hiring data & AI talent in 2026
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