Pakistan Job Market Stats – Rozee job counts and pay by city
Pricing
from $1.50 / 1,000 listing analyzeds
Pakistan Job Market Stats – Rozee job counts and pay by city
Counts of Pakistani job postings on Rozee.pk by city and job category: postings, how many state pay, and the median advertised monthly pay in PKR. Aggregates only, no postings or names. Read live from list pages on each run.
Pricing
from $1.50 / 1,000 listing analyzeds
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Developer
Yusuke Suda
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How many jobs are advertised on Rozee.pk in Pakistan's largest cities and in 13 job categories, how many state pay, and the median advertised monthly pay in PKR.
Example
| Site | Region | Postings | With pay | Median pay (lower bound) |
|---|---|---|---|---|
| rozee.pk | Lahore | 170 | 48 | 50,000 per month |
| rozee.pk | Karachi | 120 | 26 | 40,000 per month |
| rozee.pk | Islamabad | 57 | 5 | 40,000 per month |
Default input, run on 21 October 2026: 500 listings read in 1.5 minutes, 89 aggregate rows; at $1.50 per 1,000 listings read the run cost $0.75.
What you get, and what you don't
- Counts, not listings. The run returns aggregate rows only: no titles, no advertisers, no addresses, no texts, no links, no contact details, no person's name. Nothing about an individual listing leaves the run.
- List pages only. The run reads the site's public search-result pages, paced as the site's own Actor in this catalogue is (one request every 2 seconds), and never opens a listing's own page.
- A sample of the newest listings. The site lists newest first; the run counts up to
maxListingsof them. The summary row says how many were read and, where the site shows it, the site's own total. - Medians need 5 values. A median is shown only where at least 5 postings have the value; otherwise it is empty.
- The last row of every run is a
summaryper site: postings read, the site's own total where shown, whether the run stopped atmaxListings, and any warning (an unknown place, a blocked page).
Input
| Field | What it does |
|---|---|
maxListings | Postings to read and count at most (default 500, up to 10,000). |
region | One region only (see below). Empty: the whole country. |
category | One job category only: it, finance_admin_hr, sales_customer, production, engineering_technical, transport_logistics, construction, health_care, education, hospitality_food, cleaning_security, management, other. |
keyword | Count only the postings the site finds for this word. |
Example: {"region": "Lahore", "category": "it", "maxListings": 1000}. An input the run cannot use (an unknown region, a keyword with no result) ends
SUCCEEDED with no rows and the reason in the status message and the run report (RUN_REPORT).
Output
| Field | Meaning |
|---|---|
level | region (one row per region), region_category (per region and job category) or summary. |
date | Day of the run (UTC). |
source | The site counted. |
region | Region, abroad or unmapped. |
category | Job category (all on region rows). |
postings | Postings read in this group. |
postings_with_pay | Of them, postings that state pay. |
pay_unit, currency | The pay period and currency of this row's median. A group with several units has one row per unit. |
postings_with_this_unit | Postings with pay in this unit and currency. |
median_pay_lower | Median of the lower bound of the advertised pay; empty below 5 postings. |
How the counts are made
The city is the first city a posting names. The 10 cities with the most postings in the run keep their own rows; every other city is other, and a posting for several cities or the whole country is multiple locations. With region set (any city Rozee.pk lists), the run searches that city. Rozee.pk answers only through a residential proxy in Pakistan, which the run uses.
In the example run 103 of 500 postings (21 %) stated pay, all monthly in PKR. The median is of the lower bound of the range.
Job categories are found from keywords in the job title (English and the site's language), first match wins, other when nothing matches: approximate. Share of other in the example run: 27 %.
Pricing
$1.50 per 1,000 postings read (event listing-analyzed), no start fee. The aggregate rows themselves
are free: a default run reads up to 500 postings and costs at most $0.75. Set a maximum charge per run
in the run options to cap it.
Good to know
- The data is what Rozee.pk shows on its public list pages on the day of the run.
- Run it on a schedule (daily or weekly) and keep the datasets for a time series; each row carries its
date. - Questions or a missing region: open an issue on this Actor.
