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JVR JOBS MARKET INTELLIGENCE

Data Quality

Inspect completeness, coverage and limitations in the JVR Jobs vacancy dataset.

Last refreshed9 October 2026, 11:06 SASTAutomatic refresh every six hours
12 DATA SECTIONSExplore all market statisticsBrowse the complete directory
Quality does not mean endorsement:The completeness grade checks fields and description length. It does not verify an employer, guarantee accuracy or judge whether a job is good.

COMPLETENESS

Listing data grades

CSV
  1. Strong (5–6 checks)22,758
  2. Good (4 checks)5,693

Six checks: named organisation, location, category, valid application route, usable salary, and a description of at least 300 characters.

SALARY

Pay information coverage

CoverageListings
Not disclosed15,448
Amount or range supplied6,268
Unknown / not supplied5,552
Described, not quantified816
Other salary text367

WORK ARRANGEMENT

Explicit location-mode wording

SignalListings
No clear arrangement stated25,130
Remote stated1,391
On-site stated1,336
Hybrid stated594

PROVENANCE

Source and origin

Source

SourceListings
JobMail18,718
Adzuna9,680
Direct employer submission53

Origin

OriginListings
Imported feed28,398
Direct employer53
Use the data, cite the limits.

Suggested citation: “JVR Jobs Market Intelligence”, section name, selected period and refresh date.

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