Compensation review de-identification is the removal of personal identifiers from a calibration sheet. Equality Act 2010 s.66 reads a sex equality clause into every contract of employment. So a review that lands differently for men and women doing equal work is a legal problem, not only a fairness one. anonym.plus marks each name and figure on your device, so reviewers see the spread.
When this applies
Calibration is where a pay decision is really made. If a gap is later challenged, s.69 lets an employer defend it only by showing a material factor that has nothing to do with sex. The contemporaneous sheet is the evidence. A named grid invites the bias that defence then has to explain away, and s.77 means colleagues may lawfully compare notes afterwards.
How anonym.plus handles it
- Open the sheet in anonym.plus on your device.
- The tool flags names, ratings, and rise figures.
- Local OCR reads a scanned grid if present.
- Confirm the flags and keep band columns intact.
- Swap or black out the marked items.
- Save the anonymous file locally.
What you need to provide
- The review sheet (XLSX, CSV, PDF, or scan).
- An operator (Replace keeps the grid readable).
- Optional: turn the name map OFF for true anonymity.
PII entity types detected
| Category | anonym.plus entity type | Example |
|---|---|---|
| Names | PERSON | Priya Sharma → [STAFF_1] |
| Financial | MONEY | rise £4,000 → [AMOUNT] |
| Identifiers | UK_NINO | NI number → [NINO] |
| Organization | ORGANIZATION | Sales unit → [TEAM] |
| Dates | DATE_TIME | cycle 2026 → [DATE] |
| Location | LOCATION | region label → [REGION] |
Compliance achieved
- Supports the sex equality clause that Equality Act 2010 s.66 implies into every contract of employment.
- Preserves the contemporaneous record behind a material factor defence under Equality Act 2010 s.69.
- Cuts the indirect-discrimination exposure that Equality Act 2010 s.19 catches when a criterion disadvantages a protected group.
- Leaves the remuneration particulars that Employment Rights Act 1996 s.1(4)(a) carries into the written statement intact.
- Applies minimisation under UK GDPR Art. 5(1)(c), and works toward UK GDPR Recital 26 when the map is off.
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Limitations & cautions
A unique rating in a small team still identifies someone, so aggregate thin cells before reviewers see the spread. De-identification reduces bias in the room. It does not create a material factor defence, which turns on the real reason for a difference.
Frequently asked questions
Why de-identify a pay calibration sheet?
It lets reviewers judge the spread without anchoring on names. It also protects the contemporaneous record that supports a material factor defence under Equality Act 2010 s.69 if a gap is challenged.
Which columns should stay visible?
Grade, band, rating, and the proposed movement. Those drive the analysis. Names, references, and contact fields are what the tool marks for removal.
Can employees discuss what the review paid them?
Equality Act 2010 s.77 makes a pay-secrecy clause unenforceable where the discussion is about checking for discrimination. Assume review outcomes will be compared.