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51job Scraper 前程无忧: China Jobs, Salary Data & Percentile Stats

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China jobs and salary data scraper for 51job (前程无忧). Get monthly CNY and USD pay, salary percentiles by keyword and city, English benefit tags, recruiter reply scores, and a monitor for new, changed and expired postings across 65 cities. No login or API key needed.

Pricing

from $0.90 / 1,000 job postings

Rating

5.0

(1)

Developer

GetAScraper

Actor stats

Bookmarked

Total users

Monthly active users

8 hours ago

Last modified

Changelog

All notable changes to this project will be documented in this file.

[2.5] - 2026-10-23

Fixed

🗺️ The Nanjing option returned Chongqing. Its code belongs to Chongqing, so it is now labelled Chongqing and Nanjing has its own entry. Saved inputs keep working and return the same jobs as before.
⏱️ Blocked runs no longer leave you waiting. When 51job blocks a connection outright, the run now gives up on that attempt within seconds instead of waiting a full minute, and stops after two searches in a row that could not be completed. Jobs already collected are delivered with a plain message instead of the run sitting silent for many minutes.
📦 Jobs collected before a late failure are kept. If a search fails after some of its pages were read, those jobs are now delivered instead of being dropped.

Added

🏙️ About 65 cities. The city picker now covers all first-tier and provincial-capital cities plus many industrial hubs, such as Tianjin, Chongqing, Nanjing, Xi'an, Zhengzhou, Changsha, Qingdao, Xiamen, Dongguan and Foshan. City names in English or Chinese are also accepted in saved inputs.
📈 Live progress. The run status now shows how many jobs have been collected so far, so you can see the run is working instead of guessing.

[2.4] - 2026-10-19

Added

📊 China salary statistics. Every run saves a SALARY_STATS record with the number of jobs, median, 25th and 75th percentile, and lowest and highest monthly pay per keyword and city. Figures come only from the jobs in that run, show their sample size, and groups below a minimum sample are left out.
💰 Richer salary fields. Each job now has a median monthly figure, an annual median that respects stated 13th and 14th pay months, and an optional US dollar view with the exchange rate and its date.
🏷️ Skills and benefits split. Tags are separated into skill tags and benefit tags, with English names for recognized benefits.
🕒 Freshness signals. New fields for days since refresh, whether a listing was refreshed after posting, and minutes since the latest applicant.
🔍 Cross-city duplicates. The same employer and title in several of your cities are flagged, with an option to keep only one copy.
🎯 New filters. Only jobs with a disclosed salary, and a minimum monthly salary.
🔁 Salary moves and time-to-fill in monitoring. Updated jobs show the before and after pay, and expired jobs show how long they were listed.
🔌 Easy switching from other 51job scrapers. url, max_page and max_results are accepted as they are, and an option adds the original 51job fields under source.
🧾 Run summary. Every run ends with a RUN_SUMMARY record that states the outcome in plain words.

Changed

💸 Lower prices on paid Apify plans. Per-result prices drop on the Bronze, Silver and Gold tiers.
🗂️ Three dataset views. Hiring Overview, Employer Prospector and Hiring Changes are combined into one overview, next to the Salary & Benefits and Recruiter Responsiveness views. All earlier fields remain available.
⚡ Faster standard run. A standard run now fetches one page of 20 jobs.

Fixed

🔔 Monitoring no longer reports every job as updated on every run. Changing ages, live recruiter activity and tracking tokens in job links are ignored when comparing runs. Existing monitoring state carries over without a false burst of updates.
🛡️ Blocked, empty, invalid or timed-out runs now finish cleanly with a message and no charge instead of showing as failed. Partial results are delivered when a run is stopped or reaches its time limit, and the maximum-total-charge setting is respected.
🌐 Stronger recovery from blocks. A blocked request gets an extra retry on a fresh connection before a stronger one is used.

[2.3] - 2026-09-08

Added

📨 Recruiter responsiveness scoring: every job now includes a 0-100 responsiveness score plus the underlying signals (last reply time, today's reply count, resume-review activity), derived from the source's own recruiter-activity labels. New minRecruiterResponsiveness input filter, and a dedicated Recruiter Responsiveness dataset view.

Fixed

🛡️ A search that fails partway through no longer discards jobs already collected from other searches in the same run. Only the affected search's coverage is marked incomplete; everything else still ships.
🌐 Recovers automatically from an anti-bot block instead of failing the run. A blocked request now retries through a residential connection before giving up.

[2.2] - 2026-09-04

Changed

⚡ Lowered the default result cap so a standard run finishes faster.

[2.1] - 2026-08-22

Changed

💸 Switched the default proxy route from Singapore residential to Apify datacenter after a successful 5-row verification run; residential routing remains available for larger runs that encounter rate limits.
🧹 Blocked images, media, fonts, and stylesheets after the initial WAF/bootstrap navigation because the Actor only consumes the search JSON response and listing-page HTML fallback.
🧠 Kept the 1,024 MB browser memory tier after recent runs measured 512–782 MB peak usage.

[2.0] - 2026-08-18

Added

🔁 Added keyword × city batch searches with a global item cap and per-search page cap.
🔔 Added durable recurring monitoring with NEW, UPDATED, REAPPEARED, UNCHANGED, and two-complete-run EXPIRED lifecycle events.
📦 Added full and compact v2 output modes, changed-field detection, source coverage reporting, and safe webhook notifications.
🧾 Added refreshed input, dataset, key-value store, and output schemas plus a monitoring dataset view.

Changed

🧭 Replaced the legacy aliases in the canonical output with source-backed v2 fields: sourcePostedAt, sourceUpdatedAt, applicationUrl, numeric coordinates, normalized salary equivalents, and explicit provenance.
🛡️ Malformed rows, WAF responses, unexpected empty pages, and server/network failures now fail visibly or are counted without fabricating data.
💳 Kept the current $3.99 per 1,000 results price during the v2 canary while coverage and reliability are measured.

[1.2] - 2026-08-02

Fixed

🛡️ HTML challenge pages returned with a successful HTTP status are now treated as blocked responses instead of malformed data.
🔄 Search endpoint responses are observed before falling back to page content, so access challenges trigger the existing retry path quickly.
🌐 Each retry creates a fresh Apify Proxy session, improving recovery when a source session is challenged.
🧾 Failed runs now write a non-chargeable OUTPUT diagnostic with the failure kind and message.

Changed

📖 Refreshed the bilingual Store README with clearer hiring use cases, suite navigation, data views, and a review prompt.

[1.1] - 2026-07-30

Fixed

✅ Updated search parsing to the current resultbody.job.items source structure.
🛑 Blocked, malformed, and unexplained empty responses now fail visibly instead of returning a misleading successful empty dataset.
🔗 Corrected job and application links and removed invented fallback values.
📄 Made pagination sequential with exact maxItems enforcement and stable job-ID deduplication.

Changed

🌏 Residential proxy routing now defaults to Singapore and respects user-selected countries.
📦 Output is one flat job dataset, plus a non-chargeable OUTPUT run summary.
⚡ Removed per-job detail page requests and reused descriptions already present in search results.
🧰 Disabled standby mode because this Actor runs as a batch collection job.

[1.0] - 2026-07-02

Added

🔗 Added quick links to our other 3 China jobs actors, so you can find mainstream, tech, and white-collar job leads all in one place.

Changed

🧹 Cleaned up the Store listing page for a clearer, faster read.

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51job Scraper 前程无忧: China Jobs, Salary Data & Percentile Stats

Changelog

[2.5] - 2026-10-23

Fixed

Added

[2.4] - 2026-10-19

Added

Changed

Fixed

[2.3] - 2026-09-08

Added

Fixed

[2.2] - 2026-09-04

Changed

[2.1] - 2026-08-22

Changed

[2.0] - 2026-08-18

Added

Changed

[1.2] - 2026-08-02

Fixed

Changed

[1.1] - 2026-07-30

Fixed

Changed

[1.0] - 2026-07-02

Added

Changed

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Changelog

[2.5] - 2026-10-23

Fixed

Added

[2.4] - 2026-10-19

Added

Changed

Fixed

[2.3] - 2026-09-08

Added

Fixed

[2.2] - 2026-09-04

Changed

[2.1] - 2026-08-22

Changed

[2.0] - 2026-08-18

Added

Changed

[1.2] - 2026-08-02

Fixed

Changed

[1.1] - 2026-07-30

Fixed

Changed

[1.0] - 2026-07-02

Added

Changed