Datasets
Buyer room
DATADRIVEN.IOManage supplier listing
DataDriven (datadriven.io) — 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…
supplier index read from their site
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.
Scale c.7From 4 yearsCoverage Information Technology
Sample, licence terms, pricing and eval results when Datadriven publishes them. Until then, discover alternatives today with a 7-day trial.
Start 7-day trial →What buyers ask about Datadriven, answered from this page.
DataDriven (datadriven.io) — 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…
Datadriven offers (Alternative, Fundamental) — 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.
AI-substitution/entry-level-displacement measurement — a uniquely clean four-year time series of seniority mix within one role family, directly usable as evidence of AI's effect on junior hiring; technology-adoption tracking via skill-demand shifts (streaming premium); workforce-planning and bootcamp/university curriculum decisions; compensation benchmarking for DE skills; buy-side alt-signal on data-infrastructure spend.
The data is with 4 years of history.
Coverage spans US; IT Consulting & Other Services; alternative, fundamental; equities.
Datadriven has not added their own details yet. Not yet on file: