The UK scores 87/100 and leads all twenty countries. Four European nations earn AA ratings. Just seven of twenty countries clear the 70-point threshold that marks the boundary between regulatory regimes that constrain AI employer pay opacity and those that do not. Thirteen countries in this ranking, including India (35), South Korea (31), Saudi Arabia (28), and China (22), operate without systematic disclosure obligations, and the gap between #1 and #20 is 65 points. August 2026 is Salary Transparency Month at ENTRA. This ranking closes the three-part picture: we scored companies on August 1, roles on August 8, and today we score the jurisdictions that set the rules for both.
Methodology
The Top 20 Countries for AI Pay Transparency Regulation 2026 is scored across five dimensions:
- Mandatory Pay Band Disclosure (30 pts) — Does the country legally require employers to post salary ranges on job listings? How strong is enforcement? Source: national labor ministry statutory publications Q1–Q3 2026; EU Pay Transparency Directive 2023/970/EU transposition tracker; KPMG Global Pay Transparency Survey 2026; Mercer Pay Transparency Pulse 2026; ENTRA Regulatory Monitor.
- Gender Pay Gap Reporting Requirements (25 pts) — Mandatory employer-level GPG audit and public publication obligations; coverage thresholds; reporting frequency; scope. Source: national equality body annual reports (UK EHRC, German BMFSFJ, French DGEFP, Australian WGEA, Irish IHREC, Swedish DO, Canadian CHRC, Singapore MOM, Japan MHLW, Brazil MTE, Saudi MHRSD); ILO World Employment and Social Outlook 2026.
- Internal Pay Equity Audit Requirements (20 pts) — Proactive obligations to audit and document internal pay equity, going beyond disclosure to require comparison of equal and equivalent work and documented remediation. Source: statutory instruments and national transposition laws including UK ERA 2025, German EntgTranspG, French Index Egalite Professionnelle decree, Swedish Diskrimineringslagen, Canadian Pay Equity Act 2021, Belgian Law of 5 March 2023, Spanish Real Decreto-ley 902/2020, Brazilian Lei 14.611/2023.
- Enforcement and Penalty Regime (15 pts) — Fine structure, regulatory body authority, and documented enforcement track record over the prior 24 months. Source: UK EHRC enforcement register; German ADS annual report 2025; French DGEFP Index penalty tracker; Australian WGEA compliance data 2024–2026; US EEOC enforcement statistics FY2025; Mercer 2026 Pay Equity Enforcement Tracker; ENTRA Regulatory Monitor enforcement log.
- Candidate Right-to-Know (10 pts) — Statutory rights for job candidates to access salary range information or peer pay data before accepting an offer, including prior-salary-history bans. Source: US state laws (Colorado EPEWA 2021; California SB 1162 2023; NYC Local Law 32 2022; WA, NJ, IL statutes); Ontario Bill 149 2024; Dutch labor right-to-information provisions; EU Directive Article 5 candidate rights.
Data window: Q3 2024 — Q3 2026 (regulatory framework assessed against law in force August 2026; enforcement track record covers trailing 24 months)
Sample size: 20 countries scored across 5 dimensions; 4 additional countries assessed and excluded below scoring threshold; law review covering 52 distinct statutory instruments, directives, and enforcement rulings; ENTRA Regulatory Monitor corpus Q1–Q3 2026
Rating bands for this index: AAA 90–100 · AA 80–89 · A 70–79 · BBB 60–69 · BB 50–59 · B below 50
Limitations:
- Scores reflect statutory obligations and enforcement track record as of August 2026. EU Pay Transparency Directive transpositions pending by January 2027 are not credited in advance; only enacted law is scored.
- US score reflects the aggregate strength of state-level laws in Colorado, California, New York, Washington, New Jersey, and Illinois, covering approximately 65% of total US AI engineering headcount, not the federal baseline, which imposes minimal pay-band disclosure obligations.
- Countries with less transparent regulatory agencies may have higher de facto enforcement activity than the public record supports.
Inquiries about methodology: methodology@entracareers.com
The Top 5 Countries Setting the Standard
Four of the top five countries are European. All four have been building pay transparency frameworks for at least five years. The fifth, the Netherlands, missed its EU Directive deadline but has achieved 82% voluntary compliance at major AI employers. What separates the top five from the rest of the ranking is not any single dimension: it is the layering of obligations, enforcement, and candidate rights into a coherent framework rather than a single standalone rule.
#1 — United Kingdom
The UK's top position rests on breadth rather than any single perfect score. No dimension reaches its maximum, but the UK leads or matches the field across four of the five. The Employment Rights Act 2025 added mandatory gender pay gap action plans for large employers, building on nine consecutive years of annual GPG reporting data from the 250+ employee mandate enacted in 2017. The EHRC has issued enforcement notices against non-compliant employers since 2018, making it the most active pay-transparency regulator outside Scandinavia; its enforcement notices are published in a public register that candidates, investors, and journalists can access.
The Mandatory Band Disclosure score of 26/30 reflects ERA 2025 provisions, FCA-regulated sector requirements in financial services, and the strong voluntary compliance norm at UK-listed employers, not a blanket job-listing posting mandate. The UK has not yet enacted a national requirement to post salary ranges on all job listings, which is the key gap separating it from a AAA score and from the German and French approaches. The ERA 2025's pay equity action plan requirement moves the UK from disclosure-only toward remediation-mandated, a step Germany and France have not yet legislated, and that shift is reflected in the Internal Pay Equity Audit score of 17/20.
Score: 87/100 · Rating: AA · Dimension leaders: GPG Reporting (22/25), Enforcement (13/15)
#2 — Germany
Germany's EntgTranspG (Entgelttransparenzgesetz, in force June 2017) is the foundational instrument: employees at 200+ employee firms hold the statutory right to request pay comparison data for comparable roles. A 2026 Destatis analysis found that 38% of eligible employees had exercised this right in the prior 12 months, double the 2022 rate, signaling that the band-on-request mechanism is becoming culturally embedded rather than a paper provision. The Federal Anti-Discrimination Agency (ADS) reports that employer compliance with information requests improved from 61% in 2020 to 79% in 2025.
The EU Pay Transparency Directive transposition is targeted for Q1 2027. When implemented, it will shift the obligation from employee-initiated request to employer-initiated posting on all public job listings, which will push Germany's Mandatory Band Disclosure score from 24 toward the maximum of 30. Germany's score of 84/100 reflects current law in force. The Internal Pay Equity Audit score of 17/20 reflects existing EntgTranspG proactive reporting requirements for large employers and German regulatory practice that already anticipates the incoming standard.
Score: 84/100 · Rating: AA · Dimension leaders: Mandatory Band Disclosure (24/30), Enforcement (13/15)
#3 — France
The Index Egalite Professionnelle is the most sophisticated mandatory pay equity instrument in this ranking. Since 2018, every company with 50+ employees must calculate and publicly publish a score out of 100 across five criteria: gender pay gap, individual raise rates, promotion rates, maternity return raise rates, and top-10 earner gender distribution. Companies scoring below 85 must set corrective targets with documented timelines; those below 75 face financial penalties of up to 1% of total payroll. In 2025, 35% of covered companies scored below 85, generating documented remediation obligations for approximately 9,000 French employers.
The mechanism is more demanding than simple disclosure. It forces employers to quantify and defend pay equity outcomes across five discrete categories and creates investor and reputational pressure that disclosure-only regimes do not. France earns the highest GPG Reporting score of any country in the ranking at 23/25. The EU Directive transposition will add the job-listing band-posting obligation that France currently lacks, which will push the Mandatory Band Disclosure score above its current 22/30 in the next refresh.
Score: 82/100 · Rating: AA · Dimension leader: GPG Reporting (23/25 — highest in the ranking)
#4 — Sweden
Sweden's defining feature is the lowest mandatory threshold in the ranking by a factor of five. The Diskrimineringslagen requires annual pay surveys from all employers with ten or more employees, capturing an estimated 85% of the Swedish private-sector workforce. That compares to France's 50-employee threshold, the UK's 250-employee threshold, and Germany's 200-employee threshold for the band-on-request right. The surveys must compare pay for equal and equivalent work by gender, document identified gaps, and record remediation actions taken or planned.
Sweden earns its highest single dimension score on Internal Pay Equity Audit at 18/20, the best performance on that dimension of any country in the ranking. The annual survey is itself an equity audit: it is proactive, documented, and subject to regulatory review by the Diskrimineringsombudsmannen (DO), not a disclosure-on-request arrangement. The DO conducts inspections and can issue declaratory orders requiring employers to act. The enforcement score of 11/15 reflects a collaborative oversight model rather than a heavy-fine regime; Swedish practice favors documented compliance over penalty escalation.
Score: 80/100 · Rating: AA · Dimension leader: Internal Pay Equity Audit (18/20 — highest in the ranking)
#5 — Netherlands
The Netherlands provides the sharpest illustration of the gap between regulatory intent and statutory delivery in this edition. The country missed the EU Pay Transparency Directive's June 7, 2026 transposition deadline, one of three EU member states to do so alongside Spain and Poland, and now operates under European Commission infringement monitoring with a January 2027 target. Yet voluntary adoption has outpaced the legal mandate: 82% of the top 50 AI employers in the Netherlands had adopted salary band disclosure on job postings by Q2 2026, the highest voluntary compliance rate of any non-mandated country in this ranking.
The Candidate Right-to-Know score of 10/10 reflects existing Dutch labor law obligations on employers to provide pay-relevant information on request, a floor on which the incoming Directive will build. The January 2027 transposition, when enacted, will likely move the Netherlands from A to AA in the next refresh, particularly on the Mandatory Band Disclosure dimension where it currently scores 21/30 despite strong de facto practice at major AI employers.
Score: 78/100 · Rating: A · Candidate Right-to-Know: 10/10 — perfect score
The Regulatory Middle
Countries ranked 6 through 12 share a common pattern: each has one standout dimension that lifts its composite score, offset by structural gaps elsewhere. The US has the most sophisticated candidate rights regime in the world on a state-by-state basis but no federal GPG reporting obligation. Australia's WGEA public naming mechanism is world-class but has no mandatory salary posting law. Ireland's GPG reporting is expansive but contains no salary band requirements. Spain requires pay registers from all companies regardless of size but has the weakest enforcement track record of the top 12. These are not negligible frameworks, but they are incomplete ones.
#6 — United States
Colorado's Equal Pay for Equal Work Act (2021) established the template. By August 2026, six US states and New York City require employers to post salary ranges on job listings, collectively covering approximately 65% of total US AI engineering headcount. The Candidate Right-to-Know score of 10/10 reflects the strongest state-level candidate rights framework in this ranking: California, Colorado, and New York prohibit employers from requesting prior salary history, and candidates in covered states have the right to receive salary range information before accepting an offer. The federal gap is real and scored accordingly: the EEO-1 pay data reporting mandate for 100+ employee employers exists but does not produce employer-level public disclosure equivalent to the UK or Australian models.
Score: 74/100 · Rating: A
#7 — Australia
The WGEA published employer-level gender pay gap data publicly for the first time in February 2024, naming all covered employers (250+ employees) with gaps above the national median alongside their gap percentage. This naming mechanism creates investor and reputational consequences that many disclosure-only frameworks do not. Australia earns a GPG Reporting score of 22/25, tied with the UK and Ireland for the joint-highest on that dimension. The binding constraint is the Mandatory Band Disclosure score of 14/30: Australia has no national requirement to post salary ranges on job listings, and the government's 2025-26 legislative agenda has not included a band-posting mandate. An Australian AI engineer applying for a role has no statutory right to salary information before negotiating.
Score: 71/100 · Rating: A
#8 — Canada
Canada operates a two-track system: the federal Pay Equity Act (2021) requires federally regulated private-sector employers with 10+ employees to proactively establish pay equity plans and publish them, a genuine shift from complaint-driven to proactive obligations. Ontario's Bill 149 (2024) extended salary range posting requirements to the province's 1.1 million employers. The coverage is substantial but geographically uneven: Ontario and the federal sector have strong frameworks; Alberta and Quebec lag materially. Canadian AI employers headquartered outside Ontario or the federal regulated sector face minimal pay transparency obligations in 2026.
Score: 68/100 · Rating: BBB
#9 — Ireland
Ireland's Gender Pay Gap Information Act 2021 is structurally sound: mandatory annual reporting, public filing, and a phased threshold expansion that reached the 50+ employee level in 2024. The Irish Human Rights and Equality Commission (IHREC) provides oversight. The GPG Reporting score of 22/25 is tied for the joint-highest in the ranking. What keeps Ireland below Canada is the Mandatory Band Disclosure score of 12/30: Ireland has no requirement to post salary ranges on job listings, and Internal Pay Equity Audit obligations are limited to the analysis embedded in GPG reports rather than a dedicated audit requirement. The EU Directive transposition, expected before January 2027, will add both dimensions.
Score: 66/100 · Rating: BBB
#10 — Belgium
Belgium enacted the Law of 5 March 2023 on wage transparency before the June 2026 EU deadline, making it one of six EU member states to have incorporated Directive elements into national legislation in advance. The law includes provisions on functional classification of jobs and wage transparency for new hires, which lift the Mandatory Band Disclosure score to 20/30. Enforcement infrastructure is still developing: the Institute for the Equality of Women and Men and UNIA hold oversight responsibility, but the enforcement track record over the 2024–2026 window is thin compared to the UK, Germany, and France.
Score: 64/100 · Rating: BBB
#11 — Denmark
Denmark has one of the oldest mandatory GPG reporting regimes in the world: the Gender-disaggregated Labour Statistics Act (GLIEA) has required employers with 35+ employees to publish gender-disaggregated pay statistics since 2006. The GPG Reporting score of 20/25 reflects this longevity and institutional depth. The gaps are structural rather than recent: no mandatory salary band posting on job listings, and an enforcement model centered on the Danish Board of Equal Treatment that favors declaratory findings over financial penalties. The EU Directive transposition was in Parliamentary drafting as of Q3 2026.
Score: 62/100 · Rating: BBB
#12 — Spain
Spain's Real Decreto-ley 902/2020 is notable for its scope: the pay register (registro retributivo) requirement applies to all companies regardless of size, the broadest mandatory threshold in the ranking for that instrument. Companies with 50+ employees must also produce equal pay plans (planes de igualdad) with a job evaluation methodology documenting equal-value comparisons, which is a genuine internal audit requirement. The enforcement score of 8/15 reflects a documented gap between the strength of the law and the ITSS (Labor Inspection) track record of enforcement: the Comisiones Obreras reported in 2025 that only 31% of companies required to file planes de igualdad had done so with verified job evaluation methodology.
Score: 61/100 · Rating: BBB
Where Transparency Lags
Countries ranked 13 through 20 share a defining characteristic: none has enacted mandatory salary band posting on job listings at national scale, and only Japan and Brazil have any form of mandatory employer-level GPG reporting beyond voluntary or aggregate government statistics. The eight countries in this tier collectively account for hundreds of millions of AI industry workers and hundreds of billions of dollars in AI investment. For candidates in these markets, the information asymmetry between employer and applicant is the default condition, not an exception.
#13 — Singapore
Singapore sits at the top of the lagging tier with a BB rating of 57/100, which reflects a genuine enforcement posture on the Fair Consideration Framework (FCF) that most countries in this tier lack. Employers found in breach of FCF fair-hiring requirements are placed on the Fair Hiring Watch List, a public disclosure with direct consequences for work-pass applications. Singapore's Enforcement score of 12/15 is the joint-highest of countries ranked 13–20. The MOM publishes aggregate gender pay statistics and the median female-to-male earnings ratio. What Singapore does not have is mandatory salary band posting or mandatory employer-level GPG reporting, and the FCF is structured around nationality-fairness rather than gender pay equity as its primary purpose.
Score: 57/100 · Rating: BB
#14 — United Arab Emirates
The UAE's MOHRE Resolution 0340 of June 2026 strengthened Wage Protection System compliance requirements and extended monthly payroll data submission obligations to a wider employer cohort. The DIFC and ADGM free zones impose stronger pay transparency obligations than the mainland, including salary band disclosure for regulated financial sector roles. This two-tier structure, where free-zone regulations establish the template before national rollout, matches how the UAE has built regulatory capacity in financial services and data protection. The Enforcement score of 12/15 reflects WPS enforcement authority that is genuinely operational: wage non-payment triggers penalties with a documented track record. GPG reporting remains nascent; Vision 2031 gender balance targets exist but without accompanying pay gap publication mandates.
Score: 54/100 · Rating: BB
#15 — Brazil
Brazil's Lei 14.611/2023 is the newest framework among the twenty countries scored and the most intersectionally ambitious: biannual salary transparency reports from 100+ employee companies must cover pay by gender, race, and ethnicity simultaneously, a scope that exceeds what even the UK or France requires. The first round of reports was published in 2024 under Ministry of Labor and Employment (MTE) oversight. The Enforcement score of 7/15 reflects the framework's early stage: two years of reports have produced documented gaps but limited enforcement actions. If Brazil builds enforcement capacity matching the scope of the reporting obligation, its score will rise materially in the next refresh.
Score: 51/100 · Rating: BB
#16 — Japan
Japan has a working GPG reporting mechanism: the Act on Promotion of Women's Participation in Professional Life requires companies with 101+ employees to publish gender pay gap data annually. The median gender pay gap among covered companies was 24.5% in the most recent disclosure period, one of the highest of any country in this ranking. That gap, once disclosed, carries limited remediation obligation: the law requires publication, not action plans or targeted reduction. The Enforcement score of 8/15 reflects an FSA name-and-shame mechanism for listed companies rather than financial penalties with a documented levy track record. No mandatory salary band on job listings exists.
Score: 48/100 · Rating: B
#17 — India
India's primary pay transparency mechanism is the BRSR framework, mandatory for the top 1,000 listed companies since FY 2022-23. BRSR disclosures include median remuneration by gender and the ratio of highest-paid individual to median employee pay. This is the outer limit of mandatory obligation: the Equal Remuneration Act 1976 prohibits pay discrimination but does not require publication or audit; the POSH Act covers workplace harassment, not pay equity. For an AI engineer interviewing at an Indian employer outside the top 1,000 listed companies, which describes most Indian AI startups, no statutory pay transparency obligation applies.
Score: 35/100 · Rating: B
#18 — South Korea
South Korea's Act on Equal Employment and Work-Family Balance Facilitation prohibits wage discrimination and allows for ministerial investigation of specific employers on complaint. Public institutions report through the ALIO platform. For private-sector AI employers, which make up the majority of South Korea's AI hiring market (Kakao, Naver, LG AI Research, Samsung AI, Krafton), mandatory salary band posting and GPG reporting obligations are absent. The Candidate Right-to-Know score of 3/10 reflects the near-total absence of statutory candidate pay-information rights in the private sector.
Score: 31/100 · Rating: B
#19 — Saudi Arabia
Saudi Arabia's Wage Protection System is an operational compliance mechanism: all licensed employers must submit payroll data through the WPS, and non-payment or underpayment of wages triggers penalties administered by the MHRSD. The Enforcement score of 6/15 reflects this operational reality. What the WPS does not do is generate public pay band disclosure, employer-level GPG reporting, or candidate salary-information rights. Vision 2030's female labor force participation target was exceeded in 2025 (33.6% against a 30% target), but the pay dimension of that participation is tracked at the national statistics level, not the employer disclosure level.
Score: 28/100 · Rating: B
#20 — China
China's 2022 amendment to the Law on Protection of Women's Rights strengthened equal pay provisions and reaffirmed the prohibition on gender wage discrimination. These provisions are enforced through the labor arbitration system, which is complaint-driven and not designed for systemic disclosure. No mandatory employer-level salary band posting or GPG publication exists. State-owned enterprises publish pay guidance within central government parameters; the ACFTU can negotiate collective pay scales at the enterprise level. For the private-sector AI employers where most Chinese AI hiring occurs, including ByteDance, Baidu AI, Alibaba DAMO, and Meituan, pay opacity is the structural default and no regulation requires otherwise.
Score: 22/100 · Rating: B
What This Means for AI Talent in 2026
The 65-point gap between #1 and #20 in this ranking is not primarily a gap in political will. It is a gap in institutional development time. The UK's GPG reporting regime is nine years old. France's Index dates to 2018. Sweden's Diskrimineringslagen framework predates this ranking by more than a decade. What looks like regulatory ambition at the top of this index is largely accumulated institutional capacity: data infrastructure, enforcement bodies, employer compliance norms, and legal precedent that took years to build.
Countries in the BB and B tiers are not starting from zero. Brazil has a law. Japan has a reporting mechanism. Singapore has an enforcement posture. Saudi Arabia has WPS infrastructure. The question for each is whether the political and institutional conditions exist to move from the first obligation to the second, from reporting to audit, from audit to enforcement, from enforcement to candidate rights. That sequence took the UK a decade. The EU Directive, for member states still in the B and BB tiers, compresses that timeline by mandate.
The ranking has immediate practical implications for AI talent decisions. A senior AI engineer comparing offers from a UK employer and a Chinese employer is comparing two different information environments: one where salary band is disclosed, the gender pay gap is public, the internal equity audit has been filed, and the candidate has the statutory right to the range before signing; and one where none of those conditions hold. The regulatory gap produces an information asymmetry in negotiation that is structural, not incidental, and that asymmetry compounds across a career.
For AI employers operating across multiple jurisdictions, the heterogeneity in this ranking is itself a compliance and talent-brand risk. A company that posts salary ranges in California but not Singapore, that publishes a GPG report in the UK but not India, that conducts pay equity audits in Germany but not South Korea, is operating twenty different candidate experiences from a single set of talent pools that increasingly compare notes. The direction of regulatory travel across this ranking is clear. The question is how much of the convergence is driven by law and how much by candidate expectation outrunning it.