UK Tech Hiring Intelligence

Roles and skills in demand.

The independently maintained job families, seniority levels and technology signals found across UK IT hiring.

Pulse Sources Roles & skills Locations Salaries Trends Methodology

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Role families

Currently observed classified postings.

Data, AI & Machine Learning
644

Technology signals

Tool and language mentions attributable to structured or role-local advert context.

Machine Learning
65
Python
24
SQL
21
Azure
18
AWS
18
LLM
13
Databricks
10
Java
10
Power BI
10
MLOps
7
Node.js
7
Snowflake
6
Computer Vision
6
React
6
NLP
6
Scrum
4
Spark
4
Tableau
4
Docker
4
CI/CD
4
Azure Data Factory
4
Microsoft SQL Server
4
Microsoft Fabric
4
Google Cloud
4
Salesforce
4
Generative AI
3
Next.js
3
SageMaker
3
BigQuery
3
C#
3
Vue
3
Angular
3
React Native
3
Flutter
3
Kotlin
3
SRE
2
PyTorch
2
SSIS
2
Django
2
Ruby
2

Technology momentum

Share of newly observed postings mentioning each technology in the latest seven observed days versus the preceding seven days. Percentage-point change controls for different crawl volumes.

TechnologyLatest mentionsLatest share7-day change
Java0 of 610.0%-6.8 pp
AWS1 of 611.6%-2.9 pp
Azure1 of 611.6%-2.9 pp
Machine Learning4 of 616.6%-0.3 pp
Window ends 8 Oct 2026; 44 postings in the comparison window.

Job-family mix

Data Ai · 644

Seniority mix

Mid · 376Senior · 130Lead · 94Entry · 40Executive · 4