Weekly Skills Pulse — November 03, 2026
This week's job market snapshot from 30,378 active listings. See what's trending across 6 tech categories.
3 min read
Datamata Studios
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This week's job market snapshot from 30,378 active listings. See what's trending across 6 tech categories.
Quick Answer
Tech skills pulse for November 03, 2026: 30,378 active listings from 525 companies. Top mover: Machine Learning. Weekly demand shifts, risers and salary signals
Search Snapshot
GCP leads this week's job market movement, climbing 2.0 percentage points to claim 8.7% of demand in DevOps & Infrastructure — the biggest single-skill shift across all 30,378 active listings from 525 companies. With 7,774 new listings added this week, DevOps & Infrastructure remains the most volatile category to watch.
No major movements this week — the market is holding steady across categories.
Skills with the strongest upward momentum across all categories:
DevOps and Infrastructure is the most volatile category to watch this week, with GCP swinging both as a riser and decliner depending on the role context — job seekers in that space should tailor applications carefully rather than assuming uniform demand. Full Stack Developer dominates the market with 8,569 of 30,378 active listings, making it the single highest-leverage role for candidates ready to apply now. Hiring managers filling DevOps pipelines should move quickly on GCP-skilled candidates given the signal instability, while the 7,774 new listings this week suggest broad market activity worth monitoring across all specialisms.
Machine Learning leads skill demand this week, appearing in 33.0% of active listings. In DevOps & Infrastructure, GCP is the week's biggest mover, jumping 2.0 percentage points to claim the top-riser spot.
The tech job market recorded 7,774 new listings in the week of November 03, 2026. Total active listings across all roles stand at 30,378, giving job seekers a wide pool to search.
DevOps & Infrastructure is the most active and most volatile category this week, driven largely by GCP's 2.0 percentage point swing. Full Stack Developer is the single most in-demand role overall, with 8,569 open listings across the market.
Data sourced from 525 company career pages via Greenhouse, Lever and Ashby APIs. Updated daily. About our data & methodology.
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