Datadriven

Longitudinal niche tracker of data-engineering job demand across every major data-engineering job board the operator monitors, refreshed continuously since 2022 with a consistent seniority filter ('junior', 'entry-level', '0-2 years'). Published outputs evidence the underlying panel: May 2026 snapshot of 6,877 active DE postings of which 219 (3.2%) were junior; overall DE hiring +23% YoY; junior DE postings -67% since generative AI mainstreamed; seniority-mix shift; a 20-25% salary premium for streaming (Kafka/Flink) skills; plus cited cross-checks on big-tech new-grad share and age-banded developer employment.

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Coverage

Universe, instruments and categories.

Industry: IT Consulting & Other Services
Instruments: equities
Categories: AlternativeFundamental

Dataset card

Type: not stated
Format: Tabular — periodic scrapes/counts of postings across job boards, currently published only as narrative blog statistics rather than a feed
Volume: c.7,000 active DE postings per monthly snapshot across the tracked board universe, with repeated snapshots since 2022 (implying a stacked history in the low hundreds of thousands of posting-observations if scrapes were retained), plus salary and skill attributions
Users: N/A — a solo-published data blog/training product with a readership, not a registered-user platform; the licensable asset is the posting tracker itself.
History: 4 years
Update frequency: not stated
Growth: Active — posts dated July 2026 describing a tracker still being run monthly; the operation is a one-person editorial/training business, so continuity depends on the individual
Launched: The tracker has been run since 2022 (author states he has run the same filter since 2022); the site/training business launched around the same period
Delivery: not stated
Entity mapping: not stated
Sample: not stated
Point-in-time: not stated
Licence: not stated

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