🇨🇳 Liepin Scraper 猎聘: China white-collar jobs and salary data

Collect public Liepin roles with salary and employer context attached, and track what changes. Search China's white-collar job market by keyword and city, or start from featured listings. Turn on change tracking for a recurring feed of new, updated, and removed jobs instead of the same full list every time.
China jobs source comparison   •  Zhaopin, 51Job, Liepin, and ChinaHR listings side by side
Zhaopin Jobs, salary & hiring-change monitoring	51job Jobs, salary & employer context	Liepin ➤ You are here	ChinaHR Job titles, salary & employer data

Public Liepin roles with salary and employer context attached Search China's white-collar job market by keyword and city, or start from featured listings, and keep normalized CNY salary ranges, requirements, and company details in clean rows.

💰 Normalized CNY salary Monthly bounds, bonus months, and an annual CNY estimate.

🔔 Change tracking A recurring feed of new, updated, and removed jobs, not the same full list every run.

🏢 Employer signals Company type, industry, and scale for hiring intelligence.

📝 Optional job detail Enable full public job descriptions only when you need them.

Liepin (猎聘) is a public Chinese job source with strong white-collar hiring coverage. This Actor returns public listing data for job-data products, recruitment-market research, salary analysis, and company hiring intelligence. It does not collect candidate profiles or private contact information.

What you can do

• Collect featured public Liepin jobs with one click.
• Search a role such as software engineer, tax specialist, or sales manager across a chosen city.
• Turn on change tracking to get only new, updated, and removed jobs on a recurring schedule, instead of the same full list every time.
• Compare published salary ranges, pay months, experience, degrees, and posting dates.
• Build a public employer-hiring view from company type, industry, scale, and source links.
• Start from exact public Liepin search URLs when a search needs to be repeated.
• Enable full public job descriptions only for runs where listing-level data is not enough.

Who this China jobs data is for

• I am a workforce researcher looking to measure demand and advertised CNY compensation for professional roles in a Chinese city.
• I am a job-data platform manager looking to add traceable public Liepin roles to a China jobs product.
• I am a talent-intelligence analyst looking to identify companies, sectors, and locations hiring for a specialist role.
• I am a market-research consultant looking to compare public role requirements and employer signals without manually reading result pages.

How to use it

STEP 1 Choose the source Use featured jobs for a quick run, targeted search for research, or a known public URL.

STEP 2 Bound the run Set the city, page depth, optional description capture, and a practical result limit.

STEP 3 Use the evidence Analyze source URLs, salary, requirement, and company fields in your own workflow.

Input

Field	Type	Required	Description
scrapeMode	enum	Yes	Choose featured jobs, a keyword and city search, or direct public search links. The default is featured jobs.
keyword	string	No	Keyword for search mode. The default searches for python.
startUrls	array of URLs	No	Direct public Liepin search links used in direct-link mode.
city	enum	No	Chinese city or nationwide scope for search mode. The default is Beijing.
pagesPerQuery	integer	No	Number of search-result pages to inspect in search mode. Each page can contain up to 40 jobs; the default is 3.
includeJobDetail	boolean	No	Visit public job pages for description text when available. Defaults to off so listing-level research stays efficient.
monitorMode	enum	No	Snapshot (default) returns every matching job every run. Track changes remembers jobs across runs and returns only new, updated, and removed jobs.
stateName	string	No	Only used with Track changes. Runs sharing this name track jobs together; use a different name per independent keyword or schedule.
includeUnchanged	boolean	No	Only used with Track changes. Also emit a row for every job that scraped identically to last run, not just new/updated/removed.
maxItems	integer	No	Upper limit for rows saved in one run. Defaults to 50 and accepts values from 1 to 5,000.
proxyConfiguration	object	No	Network-routing settings. Search and direct-link modes use residential proxies by default; featured-jobs mode needs no proxy at all.

Data you receive

The Actor returns one flat record per public Liepin listing. A field is omitted or null when the source does not publish it.

Field	Type	Description
jobId	string	Source job identifier.
title	string	Published job title.
companyName	string or null	Published employer name.
salaryString	string or null	Original salary text from the source.
minSalaryMonthlyCny	number or null	Lower monthly CNY amount when derivable from the source.
maxSalaryMonthlyCny	number or null	Upper monthly CNY amount when derivable from the source.
bonusMonths	number or null	Number of salary months published by the source.
annualEstimateCny	number or null	Annual CNY estimate when derivable from the source.
salaryDisclosed	boolean	Whether the listing publishes salary information.
cityName	string or null	Published city.
districtName	string or null	Published district.
experienceString	string or null	Original experience requirement.
experienceEnglish	string or null	English experience label when mapped from the source.
experienceMinYears	number or null	Minimum required experience in years when parsed.
experienceMaxYears	number or null	Maximum required experience in years when parsed.
degreeString	string or null	Original education requirement.
degreeEnglish	string or null	English education label when mapped from the source.
companyId	string or null	Source company identifier.
companyTypeString	string or null	Original company-type label.
companyTypeEnglish	string or null	English company-type label when mapped from the source.
companyIndustry	string or null	Published company industry.
companyScale	string or null	Published employer-size label.
companyUrl	string or null	Public employer page when published.
jobKind	number or null	Source job-category identifier.
jobKindName	string or null	Published job-category label.
datePosted	string or null	Source posting date.
descriptionText	string or null	Public job-description text when requested and available.
listingUrl	string	Search page from which the row was collected.
jobUrl	string	Public source page for the job.
sourceLabel	string or null	search/urls for a keyword match, home for a featured-jobs run, or home-board when a blocked search fell back to the featured-jobs board (never a keyword match).
changeType	string or null	With change tracking on: NEW, UPDATED, UNCHANGED, or REMOVED. Otherwise SNAPSHOT.
firstSeenAt	string or null	With change tracking on: when this job was first seen under this watchlist name.
lastSeenAt	string or null	With change tracking on: when this job was last seen matching.
scrapedAt	string	Time the record was collected.

Pricing

This is a pay-per-result Actor. You pay for genuine job rows returned to the dataset, not for empty searches, blocked attempts, or failed runs. A REMOVED row from change tracking (a job that disappeared since your last run) is never billed either, since it involved no fresh scrape. There is no subscription. Start with featured jobs or a single targeted search, then increase page depth only when the extra coverage is useful.

View the current usage price and free-test allowance on the Actor page.

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FAQ

Can I use this 猎聘爬虫 for a keyword and city?

Yes. Choose search mode, enter the role keyword, and select a city. The Actor returns public job rows with the source URL and published fields from the matching results.

Why does a public Liepin job sometimes have no salary or company field?

Liepin does not publish every field on every listing. The Actor keeps a missing source field empty rather than filling it with an invented value.

What happens if Liepin shows an access challenge on part of a run?

A run that collects real jobs from some sources no longer fails just because another source hit an access challenge. The successful rows are still returned, and the challenged source is reported in the run's summary. If a keyword search is challenged and returns nothing at all, the Actor automatically falls back to the public featured-jobs board so you still get real data, with every fallback row clearly labelled home-board so it is never mistaken for a keyword match. A run only fails when nothing usable was collected and no page confirmed a genuinely empty result.

How does change tracking decide a job was removed?

A job is only reported REMOVED after two consecutive complete scans confirm it is gone. This protects against a single access-challenged run falsely reporting real, still-open jobs as removed.

Does this Liepin scraper collect candidate profiles or private contacts?

No. It is for public job listings, salaries, requirements, and employer context. It does not collect candidate profiles or private contact information.

Responsible use

Use public employment data in line with the source terms, applicable law, and your organization’s privacy obligations. Do not use the output to make decisions about individual candidates.

Support

For a reproducible issue, include the public search link, selected mode, keyword and city, approximate run time, and the run ID. That provides enough context to inspect the source response.

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