Talent mapping in mainland China: a complete guide

Step one: settle the data position

In every other market this is a delivery detail. In mainland China it is the first design decision, because it determines whether the map can contain named individuals at all and therefore what is worth collecting.

Under the Personal Information Protection Law and the Cyberspace Administration of China’s provisions, personal information leaves the mainland through a security assessment, a standard contract accompanied by a filing, or certification, unless an exemption applies. Provisions issued in March 2024 introduced exemptions, the certification measures took effect on 1 January 2026, and the regulator published further guidance on administrative policy in July 2026.

Reported volume thresholds vary between secondary summaries and data classified as important triggers assessment regardless of volume, which is itself a reason to settle the route in writing with counsel rather than on a summary — this one included. Where named individuals are not essential, an aggregated map removes the question instead of managing it.

Step two: define the population by ownership and city

Two fields do most of the work in a Chinese population definition, and neither is a job title.

The first is ownership type. State-linked, domestic private and foreign-invested employers form three distinct populations, paid differently and moving for different reasons. The National Bureau of Statistics reports urban non-private and private units separately for exactly this reason, at ¥129,441 and ¥71,590 respectively for 2025.

The second is city. Beijing, Shanghai, Shenzhen, Guangzhou, Hangzhou, Suzhou, Chengdu, Hefei and Wuhan hold different capability and different pay, and municipal talent subsidy programmes compete openly between them for senior specialists. A map framed as "China" without naming cities usually means nobody agreed what the market was.

• Ownership type, named: state-linked, domestic private, foreign-invested.
• Cities in scope, named, with the exclusions justified.
• The capability in operational terms rather than title terms.
• Whether the deliverable may carry personal identifiers, and by what route.

Step three: build it in Simplified Chinese

The mainland public record is Chinese-language: company registry filings, patent and academic material, industry press and listed-company disclosure. The English layer over it is partial and lags.

There is a vocabulary point worth getting right, because it affects what you find. The market term for this work is 人才地图 — a talent map. The commercial market for contingent placement is 猎头, headhunting, and the two are different purchases with different suppliers and different regulatory treatment.

Research conducted only in English finds the subset of the market that publishes in English, which skews heavily towards foreign-invested employers and internationally oriented individuals — frequently the opposite of the population a competitor map is supposed to cover.

Step four: resolve entities on the characters

Pinyin collapses distinct Chinese characters onto identical romanised strings, so a common name rendered in pinyin can correspond to a very large number of different people. Matching on the romanised form produces a file that looks tidy and is substantially wrong, and the error is invisible.

Corporate entity resolution is harder still. A group’s registered Chinese name, its English trading name and its subsidiaries’ names frequently share no common element, so reconstructing a competitor’s structure is substantive research rather than a de-duplication pass at the end of the project.

The working rule is to research and reconcile on the characters, hold them in the dataset alongside the romanisation, and record the resolution decisions made so a reader can see where two records were merged and why.

Step five: record constraint as well as presence

A Chinese map that lists who exists and stops there has done half the job, because in this market findable and movable are genuinely different states.

Post-employment non-competition restrictions are routine in senior and technical contracts and are enforceable within limits: a capped period, and only where the former employer continues to pay compensation during it. The Ministry of Human Resources and Social Security issued compliance guidelines on implementing them in September 2025.

So non-compete position goes on the record as its own field, established where it can be and marked unknown where it cannot. An interested-but-restricted person and an uninterested person should never appear identically in a map.

What the finished map contains

The agreed transfer position on the front, so every later reader knows what may be done with the file.

The written definition; ownership type as an explicit field on every employer; city rather than province; Chinese characters retained alongside romanisation; non-compete position where established; and the entity-resolution decisions made during the build.

A source against every material field, a confidence grade where corroboration was not possible, a measured quality-assurance result, and a short and honest expected useful life — which for some Chinese populations is measured in months rather than years.