Weekly Skills Pulse — March 28, 2026

Java leads this week's hiring signal, with demand climbing to 17.4% across DevOps & Infrastructure roles — a 3.1 percentage point jump week-over-week. The broader market shows 321 new listings added across 3,135 active postings from 112 companies, with Data & Analytics emerging as the most volatile category in the week of March 28, 2026.

Key Movements This Week

• Stakeholder Mgmt: 30.6% demand (down 43.5pp from last week) — This pullback in Product & Design suggests employers are reducing emphasis on this skill.
• AWS: 19.8% demand (down 24.4pp from last week) — A sizable decline in Product & Design may point to stack consolidation or tooling shifts.
• Excel: 27.2% demand (down 23.6pp from last week) — Demand cooled materially in Product & Design, likely due to changing implementation preferences.
• Stakeholder Mgmt: 19.9% demand (down 23.5pp from last week) — Demand cooled materially in Data & Analytics, likely due to changing implementation preferences.
• SQL: 24.0% demand (down 23.4pp from last week) — Demand cooled materially in Data & Analytics, likely due to changing implementation preferences.
• Excel: 9.8% demand (down 23.4pp from last week) — A sizable decline in Software Engineering may point to stack consolidation or tooling shifts.
• Python: 19.1% demand (down 22.5pp from last week) — This pullback in Data & Analytics suggests employers are reducing emphasis on this skill.
• AWS: 11.7% demand (down 21.9pp from last week) — This pullback in Software Engineering suggests employers are reducing emphasis on this skill.

Category Spotlight: Data & Analytics

1. SQL — 24.0% (↓ 23.4pp)
2. Stakeholder Mgmt — 19.9% (↓ 23.5pp)
3. Python — 19.1% (↓ 22.5pp)
4. AWS — 16.3% (↓ 16.1pp)
5. Scala — 11.3% (↓ 14.4pp)
6. Excel — 10.8% (↓ 18.3pp)
7. Data Pipeline — 9.1% (↓ 11.7pp)
8. A/B Testing — 7.5% (↓ 12.1pp)
9. Tableau — 7.5% (↓ 7.5pp)
10. dbt — 7.5% (↓ 6.6pp)

Rising Signals

Skills with the strongest upward momentum across all categories:

• Java +3.1pp — now at 17.4% in DevOps & Infrastructure
• Data Pipeline +2.4pp — now at 6.0% in Security
• Ruby +2.3pp — now at 12.1% in DevOps & Infrastructure
• Spark +2.1pp — now at 8.7% in Security
• AWS Security +1.9pp — now at 18.9% in DevOps & Infrastructure

Declining

• Stakeholder Mgmt -43.5pp — down to 30.6% in Product & Design
• AWS -24.4pp — down to 19.8% in Product & Design
• Excel -23.6pp — down to 27.2% in Product & Design

What This Signals

Java, Data Pipeline and Ruby skills are gaining share in DevOps, Infrastructure and Security roles this week, making them the sharpest targets for candidates updating their CVs or hiring managers writing job descriptions. The steep drops in Stakeholder Management (-43.5pp) and AWS (-24.4pp) signal that generalist cloud familiarity and soft-skill framing are losing ground fast — recruiters should tighten requirements around specific technical competencies instead. With 875 of 3,135 active listings going to Full Stack Developers and 321 new roles entering the market this week, the highest volume opportunity remains broad full-stack capability, but the momentum is clearly shifting toward infrastructure-adjacent and pipeline-focused specialisms.

By the Numbers

• Total active listings: 3,135
• New listings this week: 321
• Most-hired role: Full Stack Developer (875 listings)
• Top skill overall: AWS (66.0%)

Frequently Asked Questions

What tech skills are trending this week?

The fastest-rising skills this week are Java, Data Pipeline, Ruby. These showed the largest week-over-week demand increases across 3,135 active listings.

How many tech jobs were posted this week?

This week saw 321 new postings added, bringing the total active listings to 3,135 across 112 companies.

Which tech category has the most hiring activity?

Data & Analytics showed the most hiring activity this week, with the largest aggregate skill movement across all tracked categories.

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Data sourced from 112 company career pages via Greenhouse, Lever and Ashby APIs. Updated daily. About our data & methodology.