NaukriGulf Markets Scraper — compare Gulf by experience
Pricing
$30.00 / 1,000 market benchmarkeds
NaukriGulf Markets Scraper — compare Gulf by experience
Pick one role and compare Gulf countries on NaukriGulf. One row per country: the median years of experience employers ask for, how many postings accept none, and a confidence range. Unofficial; not affiliated with NaukriGulf.
Pricing
$30.00 / 1,000 market benchmarkeds
Rating
0.0
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Developer
Entrogix Works
Maintained by CommunityActor stats
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Bookmarked
2
Total users
1
Monthly active users
19 hours ago
Last modified
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Gulf Jobs Scraper — compare countries by experience bar
Pick one role and two or more Gulf countries, and get one row per country ranked by the thing that decides whether you can apply at all: how many years of experience employers are asking for.
Salary is the usual axis for comparing job markets, but NaukriGulf does not publish it. Experience is published, on almost every listing, as a range like 4 - 8 Years — and it varies more between Gulf markets than most people expect. This Actor turns that text into numbers and compares the markets on it.
What you get per country
| Field | Example |
|---|---|
market | qatar |
medianExperienceMinYears | 3 — the middle of what employers ask |
medianExperienceRange | [2, 5] — 95% range for that median |
entryLevelJobs, entryLevelRate | 7, 0.23 — postings open to candidates with no experience |
entryLevelRateRange | [0.11, 0.41] |
maxExperienceSeen | 15 — how senior the market goes |
jobsWithExperience, jobs | 29, 30 |
uniqueCompanies, topPosterShare, topPoster | 21, 0.17, Gulf Recruitment LLC |
rank, notRankedReason | 1, or why the row was left out |
Read the ranking the right way
Rank 1 is the market asking for the least experience — the easiest to enter. That is the opposite direction from most comparison tools, so the summary field is called easiestEntry rather than "best".
The median alone hides the entrance. A market with a median of 5 years can still carry a block of no-experience postings; a market with a median of 3 might have none at all. entryLevelRate is reported separately for exactly that reason, with its own confidence range.
A gap you cannot prove is reported as such. If the top two ranges overlap, the summary says topTwoTooClose: true — the sample cannot tell you which market is easier. Countries with fewer than 6 experience-bearing postings get rank: null.
Summary (key-value store, BENCHMARK_SUMMARY)
query, markets, ranked, easiestEntry, easiestEntryMedianYears, topTwoTooClose, medianOfMedianExperience, totalEntryLevelJobs, concentrated, notRanked.
Input
Available markets: uae, saudi-arabia, qatar, kuwait, bahrain, oman, egypt, jordan, lebanon. A single country is rejected — one market is not a comparison. You are charged per country, not per job.
Limits, stated plainly
- NaukriGulf does not publish salary. If you need pay comparisons, this board does not carry the data.
- A posting whose experience text cannot be parsed is excluded from the ratio rather than counted as zero.
jobsWithExperienceshows the denominator. - Listings are rendered in the browser, so this Actor runs a real browser and is slower than an HTTP scraper.
- Only job listings are read. Nothing about applicants is collected.
Unofficial; not affiliated with NaukriGulf or Info Edge.
