AI
UK

The table below provides summary statistics and salary benchmarking for jobs requiring AI skills. It covers permanent job vacancies from the 6 months leading up to 27 June 2026, with comparisons to the same periods in the previous two years.

6 months to
27 Jun 2026
Same period 2025 Same period 2024
Rank 10 13 50
Rank change year-on-year +3 +37 +72
Permanent jobs citing AI 7,634 4,631 4,625
As % of all permanent jobs in the UK 8.02% 10.17% 4.38%
As % of the Processes & Methodologies category 10.92% 11.04% 5.33%
Number of salaries quoted 4,160 1,454 2,180
10th Percentile £40,000 £25,313 £40,000
25th Percentile £51,250 £46,250 £50,000
Median annual salary (50th Percentile) £70,000 £66,274 £70,000
Median % change year-on-year +5.62% -5.32% -6.67%
75th Percentile £95,000 £96,250 £93,750
90th Percentile £110,000 £117,500 £115,000
UK excluding London median annual salary £62,500 £63,908 £60,000
% change year-on-year -2.20% +6.51% -11.11%

All Process & Methodology Skills
UK

AI falls under the Processes and Methodologies category. For comparison with the information above, the following table provides summary statistics for all permanent job vacancies requiring process or methodology skills.

Permanent vacancies with a requirement for process or methodology skills 69,907 41,954 86,795
As % of all permanent jobs advertised in the UK 73.40% 92.11% 82.23%
Number of salaries quoted 48,219 22,640 61,471
10th Percentile £30,000 £28,750 £29,750
25th Percentile £41,250 £38,750 £40,000
Median annual salary (50th Percentile) £60,000 £57,500 £55,000
Median % change year-on-year +4.35% +4.55% -9.54%
75th Percentile £78,750 £77,500 £72,500
90th Percentile £100,000 £100,000 £92,500
UK excluding London median annual salary £53,000 £50,000 £50,000
% change year-on-year +6.00% - -9.09%

AI
Job Vacancy Trend

Historical trend showing the proportion of permanent IT job postings citing AI relative to all permanent IT jobs advertised.

AI job vacancy trend in the UK

AI
Salary Trend

Salary distribution trend for jobs in the UK citing AI.

Salary distribution trend for jobs in the UK citing AI

AI
Salary Histogram

Salary distribution for jobs citing AI over the 6 months to 27 June 2026.

Salary histogram for AI in the UK

AI
Top 17 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing AI within the UK over the 6 months to 27 June 2026. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Jobs
England +7 6,897 £70,000 +5.59% 3,251
UK excluding London -3 4,535 £62,500 -2.20% 1,846
London +17 2,624 £85,000 -5.56% 1,933
Work from Home -2 2,371 £69,973 +5.70% 1,433
North of England +12 1,415 £67,500 +28.57% 436
South East -2 1,031 £60,000 +28.34% 667
Midlands -8 732 £55,000 -7.76% 228
North West +31 694 £70,000 +8.63% 273
Yorkshire -3 526 £65,000 +153.66% 117
South West +1 499 £62,500 +4.17% 207
East of England +20 489 £60,000 -9.39% 156
West Midlands -6 458 £55,000 -4.35% 138
East Midlands -15 273 £52,500 -14.29% 90
Scotland -1 214 £70,000 +21.74% 95
North East 0 195 £65,000 +106.35% 50
Wales +20 133 £55,000 -19.12% 46
Northern Ireland +8 52 £72,500 +20.83% 56

AI
Co-Occurring Skills & Capabilities by Category

The following tables expand on the one above by listing co-occurrences grouped by category. They cover the same employment type, locality and period, with up to 20 co-occurrences shown in each category:

Application Platforms
1 141 (1.85%) SharePoint
2 117 (1.53%) Apache Airflow
3 101 (1.32%) Apache Spark
4 73 (0.96%) CMS
5 72 (0.94%) Confluence
6 63 (0.83%) Jupyter
7 54 (0.71%) Apache
8 43 (0.56%) Microsoft Exchange
9 39 (0.51%) WordPress
10 27 (0.35%) ArcGIS
10 27 (0.35%) Palantir Foundry
11 23 (0.30%) SAS
12 8 (0.10%) Sitecore CMS
13 7 (0.092%) Headless CMS
14 5 (0.065%) Appian
14 5 (0.065%) ColdFusion
15 4 (0.052%) Oracle Workflow
16 3 (0.039%) Camunda
16 3 (0.039%) JBoss
16 3 (0.039%) WebSphere
Applications
1 981 (12.85%) Microsoft Excel
2 110 (1.44%) Chatbot
3 72 (0.94%) Microsoft Office
4 46 (0.60%) Microsoft PowerPoint
5 45 (0.59%) UserZoom
6 25 (0.33%) MS Visio
6 25 (0.33%) Spreadsheet
7 15 (0.20%) Adobe After Effects
7 15 (0.20%) Adobe Creative Suite
7 15 (0.20%) Adobe Illustrator
7 15 (0.20%) Photoshop
8 11 (0.14%) InDesign
9 9 (0.12%) Simulink
10 6 (0.079%) Camtasia
11 5 (0.065%) Adobe Premiere
11 5 (0.065%) Microsoft Project
12 4 (0.052%) CapCut
12 4 (0.052%) Sketch
13 3 (0.039%) Adobe XD
13 3 (0.039%) Productboard
Business Applications
1 42 (0.55%) Dynamics CRM
2 34 (0.45%) SAP S/4HANA
3 24 (0.31%) Cloudability
4 16 (0.21%) NetSuite
5 8 (0.10%) Sage 50
6 5 (0.065%) Oracle ERP
6 5 (0.065%) Payment Gateway
6 5 (0.065%) Salesforce CRM
7 4 (0.052%) Dynamics AX
7 4 (0.052%) SAP MDG
7 4 (0.052%) Sparx Enterprise Architect
7 4 (0.052%) Workday HCM
8 3 (0.039%) Dynamics GP
8 3 (0.039%) Dynamics NAV
8 3 (0.039%) Elite 3E
8 3 (0.039%) Oracle EBS
8 3 (0.039%) Relativity
8 3 (0.039%) Sage 200
9 2 (0.026%) Carpe Diem
9 2 (0.026%) SAP IBP
Cloud Services
1 2,729 (35.75%) Azure
2 1,502 (19.68%) Azure AI
3 1,394 (18.26%) Power Platform
4 1,213 (15.89%) AWS
5 569 (7.45%) SaaS
6 469 (6.14%) GCP
7 330 (4.32%) Microsoft 365
8 286 (3.75%) GitHub
9 250 (3.27%) Azure DevOps
10 241 (3.16%) Microsoft Copilot
11 217 (2.84%) Snowflake
12 205 (2.69%) Serverless
13 194 (2.54%) Adobe Analytics
14 163 (2.14%) Anthropic Claude
15 141 (1.85%) Cloud Computing
16 132 (1.73%) Azure Synapse Analytics
17 131 (1.72%) Power Automate
18 128 (1.68%) Figma
18 128 (1.68%) GitHub Copilot
19 126 (1.65%) Entra ID
Communications & Networking
1 353 (4.62%) Broadband
2 81 (1.06%) Firewall
3 68 (0.89%) VPN
4 63 (0.83%) Network Security
5 56 (0.73%) Internet
6 48 (0.63%) DNS
7 31 (0.41%) WAN
8 28 (0.37%) TCP/IP
9 27 (0.35%) VLAN
10 20 (0.26%) DHCP
10 20 (0.26%) Unified Communications
11 19 (0.25%) BGP
11 19 (0.25%) HTTP
12 17 (0.22%) OSPF
13 16 (0.21%) MQTT
14 12 (0.16%) VXLAN
15 11 (0.14%) Wireless
16 10 (0.13%) Intranet
16 10 (0.13%) LAN
16 10 (0.13%) Wi-Fi
Database & Business Intelligence
1 1,210 (15.85%) Power BI
2 1,027 (13.45%) Tableau
3 233 (3.05%) MongoDB
4 206 (2.70%) Data Warehouse
5 203 (2.66%) SQL Server
6 160 (2.10%) Azure SQL Database
7 156 (2.04%) Data Lake
8 153 (2.00%) PostgreSQL
9 122 (1.60%) Metadata
10 97 (1.27%) NoSQL
11 85 (1.11%) Big Data
12 82 (1.07%) BigQuery
13 79 (1.03%) MySQL
14 76 (1.00%) Relational Database
15 71 (0.93%) Elasticsearch
16 56 (0.73%) Looker
17 49 (0.64%) Redis
18 46 (0.60%) Pinecone
19 45 (0.59%) Amazon Redshift
19 45 (0.59%) Semantic Layer
Development Applications
1 220 (2.88%) Git
2 105 (1.38%) Claude Code
3 93 (1.22%) JIRA
4 84 (1.10%) Jenkins
5 71 (0.93%) GitLab
6 66 (0.86%) MLflow
7 61 (0.80%) Visual Studio Code
8 32 (0.42%) Selenium
9 26 (0.34%) Postman
10 25 (0.33%) IBM UrbanCode
10 25 (0.33%) Snyk
11 21 (0.28%) Cypress.io
12 14 (0.18%) JUnit
12 14 (0.18%) Maven
12 14 (0.18%) Vite
13 12 (0.16%) SpecFlow
14 11 (0.14%) Gradle
15 8 (0.10%) Cucumber
15 8 (0.10%) JMeter
15 8 (0.10%) Visual Studio
General
1 2,572 (33.69%) Social Skills
2 1,379 (18.06%) Finance
3 654 (8.57%) Analytical Skills
4 507 (6.64%) Marketing
5 474 (6.21%) Inclusion and Diversity
6 364 (4.77%) Games
7 339 (4.44%) Public Sector
8 327 (4.28%) Legal
9 282 (3.69%) Law
10 272 (3.56%) Retail
11 240 (3.14%) Banking
12 179 (2.34%) Manufacturing
13 152 (1.99%) Organisational Skills
14 145 (1.90%) Influencing Skills
15 96 (1.26%) Advertising
16 84 (1.10%) Presentation Skills
17 80 (1.05%) Financial Institution
18 74 (0.97%) Legal Technology
19 70 (0.92%) Automotive
20 67 (0.88%) Telecoms
Job Titles
1 1,205 (15.78%) Analyst
2 1,116 (14.62%) Senior
3 941 (12.33%) Data Analyst
4 914 (11.97%) Junior
5 887 (11.62%) Junior Analyst
6 882 (11.55%) Junior Data Analyst
7 829 (10.86%) Lead
8 733 (9.60%) Developer
9 640 (8.38%) Artificial Intelligence Engineer
10 639 (8.37%) Architect
11 400 (5.24%) Software Engineer
12 289 (3.79%) Data Engineer
13 283 (3.71%) Consultant
14 263 (3.45%) Solutions Architect
15 191 (2.50%) Python Engineer
16 175 (2.29%) Data Scientist
17 164 (2.15%) .NET Developer
18 140 (1.83%) Data Architect
19 138 (1.81%) Full-Stack Developer
20 132 (1.73%) Senior Developer
Libraries, Frameworks & Software Standards
1 412 (5.40%) React
2 378 (4.95%) .NET
3 206 (2.70%) CSS
4 196 (2.57%) HTML
5 187 (2.45%) PyTorch
6 186 (2.44%) RESTful
7 183 (2.40%) LangChain
7 183 (2.40%) Node.js
8 179 (2.34%) REST
9 156 (2.04%) ASP.NET
10 145 (1.90%) ASP.NET Core
11 142 (1.86%) .NET Core
12 139 (1.82%) TensorFlow
13 137 (1.79%) Kafka
14 123 (1.61%) scikit-learn
15 119 (1.56%) ML.NET
16 117 (1.53%) FastAPI
17 98 (1.28%) PySpark
18 97 (1.27%) Blazor
19 95 (1.24%) Pandas
Miscellaneous
1 501 (6.56%) Cloud Native
2 338 (4.43%) AI Agents
3 286 (3.75%) Social Media
4 235 (3.08%) Product Ownership
5 228 (2.99%) Onboarding
6 215 (2.82%) Distributed Systems
7 180 (2.36%) Algorithms
8 135 (1.77%) Robotics
9 124 (1.62%) Self-Motivation
10 123 (1.61%) Low-Code
10 123 (1.61%) Management Information System
11 111 (1.45%) Data Centre
12 92 (1.21%) Mobile App
13 88 (1.15%) Legacy Systems
14 83 (1.09%) Virtual Team
15 76 (1.00%) Enterprise Software
16 67 (0.88%) Public Cloud
16 67 (0.88%) Security Posture
17 64 (0.84%) Greenfield Project
18 63 (0.83%) Video\Live Streaming
Operating Systems
1 166 (2.17%) Windows
2 151 (1.98%) Linux
3 68 (0.89%) Android
4 56 (0.73%) Windows Server
5 53 (0.69%) Apple iOS
6 24 (0.31%) VMS
7 14 (0.18%) Mac OS
8 13 (0.17%) Unix
9 11 (0.14%) Ubuntu
10 5 (0.065%) Windows Server 2016
11 4 (0.052%) Debian
12 3 (0.039%) Gentoo
12 3 (0.039%) Kali Linux
12 3 (0.039%) Robot Operating System
13 2 (0.026%) Embedded Linux
13 2 (0.026%) Windows Server 2019
14 1 (0.013%) Alpine Linux
14 1 (0.013%) FreeRTOS
14 1 (0.013%) Red Hat Enterprise Linux
14 1 (0.013%) Windows 10
Processes & Methodologies
1 1,568 (20.54%) Machine Learning
2 1,497 (19.61%) Analytics
3 1,344 (17.61%) Business Intelligence
4 1,277 (16.73%) Agile
5 1,097 (14.37%) Roadmaps
6 1,012 (13.26%) CI/CD
7 981 (12.85%) Software Engineering
8 857 (11.23%) Problem-Solving
9 806 (10.56%) Decision-Making
10 790 (10.35%) LLM
11 751 (9.84%) Continuous Improvement
12 738 (9.67%) DevOps
13 720 (9.43%) Mentoring
14 666 (8.72%) Generative AI
15 613 (8.03%) Full-Stack Development
16 596 (7.81%) Data Science
17 511 (6.69%) Artificial Intelligence Engineering
18 510 (6.68%) Data Engineering
19 478 (6.26%) Stakeholder Management
20 456 (5.97%) Data Modelling
Programming Languages
1 2,892 (37.88%) Python
2 1,793 (23.49%) SQL
3 427 (5.59%) JavaScript
4 421 (5.51%) C#
5 337 (4.41%) TypeScript
6 296 (3.88%) Java
7 144 (1.89%) C++
8 122 (1.60%) PowerShell
9 96 (1.26%) Bash
10 95 (1.24%) Go
11 64 (0.84%) Bicep
12 52 (0.68%) C
13 51 (0.67%) PHP
14 47 (0.62%) R
15 44 (0.58%) Rust
16 36 (0.47%) Scala
17 29 (0.38%) Kotlin
18 27 (0.35%) Data Analysis Expressions
18 27 (0.35%) Kusto Query Language
19 25 (0.33%) Ruby
Qualifications
1 1,296 (16.98%) Azure Certification
2 733 (9.60%) Degree
3 427 (5.59%) Security Cleared
4 250 (3.27%) SC Cleared
5 175 (2.29%) Computer Science Degree
6 143 (1.87%) AWS Certification
7 137 (1.79%) Master's Degree
8 123 (1.61%) DV Cleared
9 94 (1.23%) PhD
10 89 (1.17%) ACCA
11 75 (0.98%) DBS Check
12 66 (0.86%) CIMA
13 60 (0.79%) Microsoft Certification
14 59 (0.77%) AWS Certified Cloud Practitioner
15 54 (0.71%) CISSP
16 42 (0.55%) AWS Certified Solutions Architect
17 38 (0.50%) Cisco Certification
18 25 (0.33%) TOGAF Certification
19 20 (0.26%) Microsoft Certified Professional
20 19 (0.25%) BPSS Clearance
Quality Assurance & Compliance
1 399 (5.23%) Accessibility
2 351 (4.60%) Data Quality
3 224 (2.93%) GDPR
4 217 (2.84%) QA
5 109 (1.43%) ISO/IEC 27001
6 92 (1.21%) GRC
7 79 (1.03%) NIST
7 79 (1.03%) WCAG
8 56 (0.73%) SLA
9 52 (0.68%) California Consumer Privacy Act
10 38 (0.50%) IFRS
11 35 (0.46%) Cyber Essentials
12 31 (0.41%) PMO
13 28 (0.37%) PCI DSS
14 20 (0.26%) HIPAA
14 20 (0.26%) SOC 2
15 19 (0.25%) EU AI Act
16 17 (0.22%) Cyber Essentials PLUS
16 17 (0.22%) Sarbanes-Oxley
17 15 (0.20%) ISO/IEC 42001
System Software
1 392 (5.13%) Docker
2 103 (1.35%) Active Directory
3 99 (1.30%) Virtual Machines
4 29 (0.38%) VMware Infrastructure
5 22 (0.29%) Firmware
6 19 (0.25%) vSphere
7 18 (0.24%) Virtual Desktop
8 10 (0.13%) Embedded Firmware
8 10 (0.13%) Hyper-V
9 6 (0.079%) IAG
10 3 (0.039%) Kamailio
11 1 (0.013%) Apache Flume
11 1 (0.013%) VMware NSX
Systems Management
1 411 (5.38%) Kubernetes
2 327 (4.28%) Terraform
3 58 (0.76%) Microsoft Intune
4 56 (0.73%) Ansible
4 56 (0.73%) Grafana
5 49 (0.64%) Prometheus
6 17 (0.22%) Single Sign-On
7 15 (0.20%) Argo
7 15 (0.20%) Kubeflow
8 13 (0.17%) Puppet
9 10 (0.13%) Podman
10 8 (0.10%) Proxmox
11 7 (0.092%) Nagios
12 5 (0.065%) Autotask
12 5 (0.065%) Control-M
12 5 (0.065%) Functional Safety
12 5 (0.065%) Progress Chef
13 4 (0.052%) Active Directory Federation Services
13 4 (0.052%) SolarWinds Orion
13 4 (0.052%) vCenter Server
Vendors
1 2,037 (26.68%) Microsoft
2 333 (4.36%) Databricks
3 261 (3.42%) Adobe
4 250 (3.27%) Google
5 191 (2.50%) OpenAI
6 135 (1.77%) Dell
7 118 (1.55%) Salesforce
8 96 (1.26%) Oracle
9 88 (1.15%) ServiceNow
10 86 (1.13%) Cisco
11 82 (1.07%) SAP
12 78 (1.02%) Foundry
13 57 (0.75%) HubSpot
14 49 (0.64%) Apple
15 43 (0.56%) Informatica
15 43 (0.56%) Palantir
16 39 (0.51%) CrowdStrike
16 39 (0.51%) VMware
17 38 (0.50%) Palo Alto
18 37 (0.48%) Sage