PayMetric Labs
Global · Pay Transparency10 min read6 September 2026

Market Median vs 75th Percentile: Choosing a Pay-Transparency Benchmark in 2026

By PayMetric Labs Research Desk

PayMetric Labs' own Ireland benchmark puts a Senior Software Engineer's market median at €97K and 75th percentile at €110K, a 13% gap at the same seniority level. See the full P25/median/P75/upper-quartile breakdown, a practical framework for choosing between them, and how to communicate a percentile-based range to employees under 2026's disclosure rules.

Key facts at a glance

Ireland Senior SWE, P50

€97K

PayMetric Labs Real-Time Market Index

Ireland Senior SWE, P75

€110K

13% above P50

EU Directive transposition

7 Jun 2026

Percentile choice is not mandated

A pay-transparency salary band is only as defensible as the percentile it is anchored to, and most employers choose that anchor by instinct rather than by a stated policy. Using PayMetric Labs' own Ireland benchmark for a Senior Software Engineer as a real worked example: the market 50th percentile (median) sits at €97K, while the 75th percentile sits at €110K, a gap of 13% at the exact same seniority level. Anchor your band at the wrong percentile for your hiring strategy and you either overpay a role you did not need to compete hard for, or underpay one you badly needed to win.

This article gives HR teams and hiring managers a repeatable framework for choosing between P50 and P75 (and the points in between), using real percentile data from PayMetric Labs' Ireland tech salary bands as the worked example, and explains how to communicate a percentile-based range honestly to employees under 2026's pay transparency rules.

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Decoding salary percentiles: 25th, 50th, 75th, and 90th explained

A salary percentile ranks every comparable data point in a market and tells you where a given figure sits within that distribution. The 25th percentile (P25) is the point below which the lowest-paying quarter of comparable offers sit, and it typically represents an entry point into a role or level rather than a competitive offer. The 50th percentile (P50, or median) is the true midpoint: exactly half the market pays more, half pays less. The 75th percentile (P75, upper quartile) marks the boundary above which only the top quarter of the market sits, and is generally treated as a premium, talent-winning anchor rather than a standard offer. The 90th percentile (P90) represents near-ceiling pay, typically reserved for exceptional individual negotiations or extremely scarce specialist skills rather than a published band anchor.

It matters that these are percentiles of the market, not percentages of a salary figure. A P75 salary is not "75% more" than anything; it is the pay level at which 75% of the comparable market sits at or below it. This distinction trips up compensation conversations constantly: a hiring manager who says "let's offer 25% above median" is not the same statement as "let's offer at P75," and the two can produce meaningfully different numbers depending on how the underlying distribution is shaped.

Using the real PayMetric Labs Ireland benchmark for Senior Software Engineers as the illustration: P25 sits at €85K, P50 (median) at €97K, P75 at €110K, and the upper quartile figure PayMetric Labs tracks for this level (typically multinational offers) reaches €120K. The distance between P25 and P75 is the practical range most employers use as their published band width; the distance from P75 to the upper quartile figure represents the small number of offers competing at the very top of the market.

When to target the 50th vs the 75th percentile

This is PayMetric Labs' own framework, built from working with employers on band-setting decisions, not a single externally mandated rule. It gives four practical questions to work through before choosing an anchor for a given role.

How deep is the candidate pool?

Lean P50 if: Deep pool, standardised skill set: P50-P55 is usually sufficient to attract qualified applicants.

Lean P75 if: Shallow pool, scarce or highly specialised skill: P70-P75 reduces time-to-hire and decline risk.

How costly is a vacancy or a bad hire?

Lean P50 if: Role has adjacent backfill options or low delivery risk if the seat sits empty briefly.

Lean P75 if: Role blocks a critical roadmap item or carries high onboarding/ramp cost if the wrong person is hired.

What is the realistic counter-offer landscape?

Lean P50 if: Few employers are actively bidding for this exact profile in your market right now.

Lean P75 if: Multiple well-funded competitors are actively recruiting the same narrow candidate pool.

What does your total comp story add beyond base?

Lean P50 if: Strong equity, mission, or flexibility story that credibly closes the gap to P75 offers elsewhere.

Lean P75 if: Base salary carries most of the weight in candidate decision-making for this role.

This is PayMetric Labs' own decision framework, offered as practitioner guidance rather than a formula with a single correct answer. Most organisations land somewhere between P50 and P75 depending on the specific role, and a documented, consistently applied rationale matters more under 2026's disclosure rules than the exact number chosen.

Worked examples: Software Engineering bands in Ireland and the UK

Ireland's figures below are PayMetric Labs' own published P25/median/P75/upper-quartile percentile breakdown (from our Ireland salary band guide, reused here without modification). The UK figures are PayMetric Labs' benchmarked min-max market range for the same levels; we have not yet published a labelled P25/P50/P75/P90 percentile breakdown for the UK, so the two tables are presented separately and honestly, rather than implying UK figures carry the same percentile precision.

Ireland: Software Engineer, full percentile breakdown

LevelP25P50 (median)P75
Junior (0-2 yrs)42K50K58K
Mid (2-5 yrs)62K72K83K
Senior (5-8 yrs)85K97K110K
Lead / Staff (8+ yrs)115K128K145K

UK: Software Engineer, PayMetric Labs benchmarked range

LevelMarket range
Junior (0-2 yrs)£32-46k
Mid (2-5 yrs)£52-72k
Senior (5-8 yrs)£76-102k
Staff / Lead (8+ yrs)£106-136k

Full role-by-role percentile detail and methodology: see the Ireland salary band guide and the UK pay transparency guide.

Communicating percentile-based ranges to employees

Once a band is set, employees will ask two questions: where do I sit within it, and why. A compa-ratio, an employee's actual salary divided by the band midpoint, expressed as a decimal, is the clearest way to answer the first question without disclosing anyone else's individual pay. A ratio of 1.00 means the employee sits exactly at the P50 midpoint; 0.90 means 10% below it; 1.10 means 10% above it.

For the second question, the honest answer is usually a combination of level, tenure at level, and performance history, not a single formula. Employees do not need to know the exact percentile target chosen for their role, but under 2026's disclosure rules they are entitled to ask how their pay compares to others doing the same or equivalent work, so the band's rationale needs to survive that conversation. A band that was set at P50 because the role has a deep candidate pool is a defensible answer. A band set at P50 by accident, because nobody ever revisited it, is not.

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Market intelligence

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Frequently asked questions

1

What is the difference between the 50th and 75th percentile in a salary band?

The 50th percentile (median, or P50) is the midpoint of the market: half of comparable roles pay above it, half below. The 75th percentile (P75, upper quartile) is the point at which only the top 25% of comparable offers sit above it. Anchoring your band at P50 positions you as a market-competitive but not premium payer. Anchoring at P75 signals you are actively trying to win talent against the strongest competing offers, typically because the role is hard to fill or business-critical. The gap between the two is real money: for a Senior Software Engineer in Ireland, P50 sits at approximately EUR97k and P75 at approximately EUR110k, roughly a 13% difference at the same seniority level.

2

What percentile should a startup target for salary bands?

Most startups target P50 to P60 for standard roles and reserve P75 for roles where the hiring risk is highest: specialist engineering disciplines, roles with long open-vacancy periods, or positions where a bad hire is unusually costly. Targeting P75 across the board is rarely sustainable on a startup budget, and it is not necessary everywhere. A practical approach most PayMetric Labs client conversations converge on is tiering by role criticality: P50-P55 for roles with a deep, readily available candidate pool, and P65-P75 reserved for the handful of roles that are genuinely difficult to fill or disproportionately important to the roadmap.

3

Is it legal to publish a salary band at any percentile under EU pay transparency rules?

Yes. The EU Pay Transparency Directive (2023/970), due for transposition into national law across the EU by 7 June 2026, requires employers to disclose a salary range in job adverts or before interview, but it does not mandate any specific percentile. The choice of P50, P60, P75, or any other anchor is a business decision, not a compliance one. What the directive does require is that the disclosed range be genuine and that pay within it be objectively justifiable, so a band that is technically wide but rarely honoured in practice, or one that does not reflect what the company actually pays, carries audit risk regardless of which percentile it claims to target.

4

Why does the percentile gap widen at senior levels?

Because compensation dispersion increases with seniority. At junior levels, most companies pay within a narrow band of each other since the work is relatively standardised and candidates have less individual negotiating leverage. At senior and staff levels, the market splits more sharply between companies competing on scarce specialist skill and companies hiring generalist seniority, which widens the spread between P25 and P75. Using PayMetric Labs' own Ireland benchmark as the worked example, the P25-P75 spread for Junior Software Engineers is roughly 32% of median, while for Lead/Staff Engineers it widens to roughly 23% of median in absolute EUR terms but the underlying salary range itself, EUR115k to EUR145k, spans a much larger cash gap than the junior band's EUR42k to EUR58k. A P50-anchored band that does not account for this will systematically underpay strong senior candidates relative to what the top of the market is actually offering.

5

How often should a percentile-anchored salary band be recalibrated?

At minimum every six to twelve months for most technology roles, and more frequently for specialist disciplines where the market moves quickly, such as AI/ML engineering. A band that was correctly anchored at P50 twelve months ago can silently drift toward P25 or below if the underlying market median moves and the band is not refreshed, even though nothing about the band's own numbers changed. This is one of the most common causes of an employer discovering they have fallen behind market only when a candidate declines an offer that would have been competitive a year earlier.

6

Should the same percentile target apply to every role and level in a company?

No. A single company-wide percentile target is a common early mistake. The right percentile depends on role scarcity, competitive intensity for that specific skill set, and how much the role's success genuinely depends on hiring from the very top of the market versus a broad, capable pool. Most mature compensation structures use a tiered approach: a default target (commonly P50-P60) for the majority of roles, with an explicit, documented exception process for roles where P75 or above is justified. Applying P75 everywhere is expensive and often unnecessary; applying P50 everywhere risks losing your highest-priority hires to competitors who differentiate their targeting.

Ireland percentile figures are PayMetric Labs' own 2026 Real-Time Market Index, reused verbatim from our Ireland salary band guide. UK figures are PayMetric Labs' benchmarked min-max market range, not a labelled percentile breakdown. Percentile-target guidance in this article is PayMetric Labs' own practitioner framework, not a legal or regulatory requirement. This article is for general information only and does not constitute legal advice on pay transparency compliance.