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 13 August 2026, with comparisons to the same periods in the previous two years.

6 months to
13 Aug 2026
Same period 2025 Same period 2024
Rank 7 12 40
Rank change year-on-year +5 +28 +64
Permanent jobs citing AI 9,216 5,149 4,075
As % of all permanent jobs in the UK 8.67% 10.31% 4.88%
As % of the Processes & Methodologies category 11.81% 11.55% 6.02%
Number of salaries quoted 5,061 1,495 1,761
10th Percentile £40,000 £25,313 £41,250
25th Percentile £52,500 £45,000 £55,000
Median annual salary (50th Percentile) £72,500 £70,000 £72,500
Median % change year-on-year +3.57% -3.45% -3.33%
75th Percentile £95,000 £97,368 £95,000
90th Percentile £111,250 £117,500 £115,000
UK excluding London median annual salary £65,000 £57,500 £63,500
% change year-on-year +13.04% -9.45% -8.56%

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 78,044 44,596 67,662
As % of all permanent jobs advertised in the UK 73.46% 89.30% 81.10%
Number of salaries quoted 53,720 25,240 43,624
10th Percentile £30,773 £28,500 £31,250
25th Percentile £41,250 £37,000 £41,250
Median annual salary (50th Percentile) £60,000 £55,000 £55,000
Median % change year-on-year +9.09% - -8.84%
75th Percentile £78,750 £75,000 £75,000
90th Percentile £100,000 £97,237 £95,000
UK excluding London median annual salary £55,000 £47,773 £50,000
% change year-on-year +15.13% -4.45% -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 13 August 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 13 August 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 8,170 £72,250 +3.21% 13,393
UK excluding London -4 5,314 £65,000 +13.04% 5,119
London +14 3,302 £85,000 - 9,511
Work from Home +1 2,936 £70,000 +16.67% 5,609
North of England +10 1,578 £65,500 +17.49% 1,231
South East -1 1,187 £62,500 +38.89% 1,259
Midlands -9 832 £57,250 -4.58% 537
North West +18 808 £67,500 +12.50% 785
South West +1 608 £65,000 +18.18% 591
West Midlands -5 549 £60,000 - 343
East of England +34 534 £60,000 +4.35% 538
Yorkshire -6 521 £65,000 +62.50% 328
East Midlands -17 282 £52,500 -19.23% 194
Scotland 0 264 £70,000 +7.69% 648
North East +2 249 £65,000 +126.74% 124
Wales +13 197 £65,000 +18.18% 116
Northern Ireland +5 138 £74,830 -14.48% 254

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
1 218 (2.37%) SharePoint
2 130 (1.41%) Apache Spark
3 128 (1.39%) Apache Airflow
4 97 (1.05%) Confluence
5 87 (0.94%) CMS
6 86 (0.93%) Apache
7 58 (0.63%) Microsoft Exchange
8 39 (0.42%) WordPress
9 37 (0.40%) Jupyter
10 31 (0.34%) SAS
11 26 (0.28%) Palantir Foundry
12 19 (0.21%) ArcGIS
13 11 (0.12%) Camunda
14 9 (0.098%) Sitecore CMS
15 8 (0.087%) OpenStack
16 7 (0.076%) Adobe Experience Manager
16 7 (0.076%) Headless CMS
16 7 (0.076%) IIS
16 7 (0.076%) Oracle SOA Suite
17 6 (0.065%) nginx
Applications
1 842 (9.14%) Microsoft Excel
2 112 (1.22%) Chatbot
3 94 (1.02%) Microsoft Office
4 62 (0.67%) Microsoft PowerPoint
5 43 (0.47%) UserZoom
6 33 (0.36%) MS Visio
7 18 (0.20%) Adobe After Effects
7 18 (0.20%) Adobe Creative Suite
7 18 (0.20%) Adobe Illustrator
7 18 (0.20%) Photoshop
7 18 (0.20%) Spreadsheet
8 14 (0.15%) InDesign
9 10 (0.11%) Microsoft Project
9 10 (0.11%) Simulink
10 8 (0.087%) Adobe Premiere
10 8 (0.087%) LaTeX
11 7 (0.076%) SPSS
12 6 (0.065%) Trello
13 5 (0.054%) Camtasia
14 4 (0.043%) Moqups
Business Applications
1 79 (0.86%) Dynamics CRM
2 48 (0.52%) SAP S/4HANA
3 28 (0.30%) Dynamics GP
4 24 (0.26%) Cloudability
5 21 (0.23%) NetSuite
6 10 (0.11%) Shopify
7 9 (0.098%) Payment Gateway
8 8 (0.087%) Relativity
8 8 (0.087%) Sage 50
8 8 (0.087%) SAP MDG
9 7 (0.076%) Distributed Ledger
10 6 (0.065%) Dynamics NAV
10 6 (0.065%) Elite 3E
11 5 (0.054%) Carpe Diem
11 5 (0.054%) Oracle ERP
11 5 (0.054%) Sage 200
12 4 (0.043%) Dynamics AX
13 3 (0.033%) Magento
13 3 (0.033%) Oracle EBS
13 3 (0.033%) Q-Pulse
Cloud Services
1 2,930 (31.79%) Azure
2 1,595 (17.31%) AWS
3 1,361 (14.77%) Power Platform
4 1,350 (14.65%) Azure AI
5 686 (7.44%) SaaS
6 617 (6.69%) GCP
7 417 (4.52%) Microsoft 365
8 416 (4.51%) GitHub
9 323 (3.50%) Azure DevOps
10 320 (3.47%) Microsoft Copilot
11 310 (3.36%) Snowflake
12 284 (3.08%) Serverless
13 249 (2.70%) Anthropic Claude
14 205 (2.22%) GitHub Copilot
15 197 (2.14%) Power Automate
16 196 (2.13%) Entra ID
17 174 (1.89%) Cloud Computing
18 161 (1.75%) Adobe Analytics
19 152 (1.65%) Azure Synapse Analytics
20 148 (1.61%) Amazon S3
Communications & Networking
1 310 (3.36%) Broadband
2 109 (1.18%) Internet
3 92 (1.00%) Firewall
4 88 (0.95%) Network Security
5 74 (0.80%) VPN
6 62 (0.67%) DNS
7 39 (0.42%) WAN
8 35 (0.38%) TCP/IP
9 28 (0.30%) BGP
10 27 (0.29%) VLAN
11 21 (0.23%) HTTP
12 20 (0.22%) OSPF
13 19 (0.21%) MQTT
14 18 (0.20%) DHCP
14 18 (0.20%) LAN
14 18 (0.20%) VoIP
15 17 (0.18%) Wireless
16 14 (0.15%) CTI
17 13 (0.14%) VXLAN
18 11 (0.12%) Wi-Fi
Database & Business Intelligence
1 1,099 (11.92%) Power BI
2 839 (9.10%) Tableau
3 284 (3.08%) MongoDB
4 257 (2.79%) Data Warehouse
5 231 (2.51%) SQL Server
6 222 (2.41%) PostgreSQL
7 206 (2.24%) Data Lake
8 201 (2.18%) Azure SQL Database
9 176 (1.91%) Metadata
10 151 (1.64%) NoSQL
11 123 (1.33%) Big Data
12 104 (1.13%) Relational Database
13 98 (1.06%) MySQL
14 89 (0.97%) BigQuery
15 68 (0.74%) Elasticsearch
16 65 (0.71%) Redis
17 61 (0.66%) Amazon Redshift
18 57 (0.62%) Looker
19 55 (0.60%) Delta Lake
19 55 (0.60%) DynamoDB
Development Applications
1 320 (3.47%) Git
2 154 (1.67%) Claude Code
3 153 (1.66%) JIRA
4 116 (1.26%) Jenkins
5 90 (0.98%) GitLab
6 67 (0.73%) MLflow
7 41 (0.44%) Visual Studio Code
8 40 (0.43%) Selenium
9 33 (0.36%) JUnit
10 28 (0.30%) Maven
11 27 (0.29%) IBM UrbanCode
11 27 (0.29%) Snyk
12 26 (0.28%) Postman
13 23 (0.25%) Cypress.io
14 16 (0.17%) Mockito
15 13 (0.14%) Cucumber
15 13 (0.14%) Vite
16 12 (0.13%) Spock
17 11 (0.12%) JMeter
17 11 (0.12%) Storybook
General
1 2,934 (31.84%) Social Skills
2 1,991 (21.60%) Finance
3 971 (10.54%) Analytical Skills
4 745 (8.08%) Marketing
5 716 (7.77%) Inclusion and Diversity
6 519 (5.63%) Legal
7 485 (5.26%) Law
8 483 (5.24%) Public Sector
9 377 (4.09%) Banking
10 336 (3.65%) Retail
11 330 (3.58%) Games
12 226 (2.45%) Influencing Skills
13 215 (2.33%) Manufacturing
14 202 (2.19%) Organisational Skills
15 124 (1.35%) Financial Institution
16 123 (1.33%) Presentation Skills
17 116 (1.26%) Advertising
18 98 (1.06%) Telecoms
19 89 (0.97%) Legal Technology
20 67 (0.73%) Automotive
Job Titles
1 1,558 (16.91%) Senior
2 1,069 (11.60%) Analyst
3 1,012 (10.98%) Lead
4 920 (9.98%) Architect
5 895 (9.71%) Developer
6 737 (8.00%) Data Analyst
7 723 (7.85%) Junior
8 717 (7.78%) Artificial Intelligence Engineer
9 667 (7.24%) Junior Analyst
10 662 (7.18%) Junior Data Analyst
11 589 (6.39%) Software Engineer
12 375 (4.07%) Data Engineer
13 374 (4.06%) Consultant
14 370 (4.01%) Solutions Architect
15 243 (2.64%) Data Scientist
16 230 (2.50%) Python Engineer
16 230 (2.50%) Senior Manager
17 209 (2.27%) .NET Developer
18 206 (2.24%) Artificial Intelligence Architect
19 199 (2.16%) Data Architect
Libraries, Frameworks & Software Standards
1 512 (5.56%) React
2 456 (4.95%) .NET
3 258 (2.80%) Node.js
4 256 (2.78%) REST
5 240 (2.60%) CSS
6 238 (2.58%) LangChain
7 232 (2.52%) HTML
8 211 (2.29%) RESTful
9 205 (2.22%) ASP.NET
10 192 (2.08%) PyTorch
11 187 (2.03%) ASP.NET Core
12 184 (2.00%) Kafka
13 180 (1.95%) .NET Core
14 156 (1.69%) ML.NET
15 146 (1.58%) TensorFlow
16 128 (1.39%) Next.js
17 126 (1.37%) Blazor
18 125 (1.36%) FastAPI
19 122 (1.32%) LangGraph
20 121 (1.31%) PySpark
Miscellaneous
1 666 (7.23%) Cloud Native
2 596 (6.47%) AI Agents
3 378 (4.10%) Onboarding
4 295 (3.20%) Distributed Systems
5 293 (3.18%) Product Ownership
6 289 (3.14%) Social Media
7 193 (2.09%) Algorithms
8 182 (1.97%) Self-Motivation
9 172 (1.87%) Blog
10 171 (1.86%) Management Information System
11 142 (1.54%) Low-Code
12 138 (1.50%) Robotics
13 128 (1.39%) Enterprise Software
14 122 (1.32%) Data Centre
15 100 (1.09%) Legacy Systems
15 100 (1.09%) Mobile App
16 93 (1.01%) Greenfield Project
17 89 (0.97%) Virtual Team
18 84 (0.91%) Cyber Threat
19 80 (0.87%) Marketing Technology
Operating Systems
1 212 (2.30%) Linux
2 210 (2.28%) Windows
3 72 (0.78%) Android
4 65 (0.71%) Windows Server
5 48 (0.52%) Apple iOS
6 23 (0.25%) VMS
7 16 (0.17%) Mac OS
7 16 (0.17%) Unix
8 15 (0.16%) Ubuntu
9 7 (0.076%) Debian
10 6 (0.065%) Red Hat Enterprise Linux
11 5 (0.054%) Embedded Linux
11 5 (0.054%) Kali Linux
11 5 (0.054%) Windows Server 2019
12 3 (0.033%) Gentoo
12 3 (0.033%) Solaris
12 3 (0.033%) Windows 10
13 2 (0.022%) CentOS
14 1 (0.011%) AIX
14 1 (0.011%) Windows Server 2016
Processes & Methodologies
1 2,003 (21.73%) Machine Learning
2 1,942 (21.07%) Analytics
3 1,610 (17.47%) Agile
4 1,357 (14.72%) Roadmaps
5 1,334 (14.47%) Software Engineering
6 1,323 (14.36%) CI/CD
7 1,304 (14.15%) Business Intelligence
8 1,142 (12.39%) Problem-Solving
9 1,120 (12.15%) Continuous Improvement
10 1,071 (11.62%) Decision-Making
11 1,049 (11.38%) LLM
12 986 (10.70%) Mentoring
13 929 (10.08%) DevOps
14 828 (8.98%) Generative AI
15 812 (8.81%) Data Science
16 757 (8.21%) Stakeholder Management
17 734 (7.96%) Full-Stack Development
18 618 (6.71%) Data Engineering
19 587 (6.37%) Cybersecurity
20 576 (6.25%) Data Modelling
Programming Languages
1 3,029 (32.87%) Python
2 1,896 (20.57%) SQL
3 539 (5.85%) JavaScript
4 535 (5.81%) C#
5 443 (4.81%) TypeScript
6 408 (4.43%) Java
7 188 (2.04%) C++
8 140 (1.52%) PowerShell
9 101 (1.10%) Bash
10 95 (1.03%) Go
11 75 (0.81%) Bicep
12 68 (0.74%) C
13 67 (0.73%) PHP
14 62 (0.67%) Scala
15 61 (0.66%) R
16 50 (0.54%) Rust
17 48 (0.52%) Kotlin
17 48 (0.52%) Ruby
18 38 (0.41%) Data Analysis Expressions
19 27 (0.29%) Kusto Query Language
Qualifications
1 1,098 (11.91%) Azure Certification
2 985 (10.69%) Degree
3 635 (6.89%) Security Cleared
4 365 (3.96%) SC Cleared
5 264 (2.86%) Computer Science Degree
6 197 (2.14%) Master's Degree
7 186 (2.02%) DV Cleared
8 167 (1.81%) AWS Certification
9 130 (1.41%) CISSP
10 114 (1.24%) PhD
11 95 (1.03%) CISM
12 92 (1.00%) ACCA
13 83 (0.90%) Microsoft Certification
14 75 (0.81%) CIMA
15 67 (0.73%) AWS Certified Solutions Architect
16 66 (0.72%) DBS Check
17 61 (0.66%) A+ Certification
18 59 (0.64%) Network+ Certification
19 44 (0.48%) BPSS Clearance
19 44 (0.48%) Cisco Certification
Quality Assurance & Compliance
1 493 (5.35%) Data Quality
2 424 (4.60%) Accessibility
3 309 (3.35%) QA
4 267 (2.90%) GDPR
5 151 (1.64%) ISO/IEC 27001
6 109 (1.18%) GRC
7 106 (1.15%) NIST
8 82 (0.89%) WCAG
9 78 (0.85%) SLA
10 51 (0.55%) California Consumer Privacy Act
10 51 (0.55%) Cyber Essentials
11 37 (0.40%) PMO
12 30 (0.33%) IFRS
13 29 (0.31%) PCI DSS
14 28 (0.30%) Cyber Essentials PLUS
15 26 (0.28%) NCSC
16 25 (0.27%) EU AI Act
17 23 (0.25%) Actionable Recommendations
18 22 (0.24%) HIPAA
19 21 (0.23%) ISO/IEC 42001
System Software
1 521 (5.65%) Docker
2 159 (1.73%) Active Directory
3 98 (1.06%) Virtual Machines
4 45 (0.49%) VMware Infrastructure
5 24 (0.26%) Firmware
6 20 (0.22%) Virtual Desktop
7 18 (0.20%) vSphere
8 17 (0.18%) Hyper-V
9 11 (0.12%) Embedded Firmware
10 8 (0.087%) Ceph
11 6 (0.065%) IAG
12 4 (0.043%) VMware NSX
13 2 (0.022%) Lustre
13 2 (0.022%) ProxySG
13 2 (0.022%) Slurm Workload Manager
13 2 (0.022%) VMware ESXi
14 1 (0.011%) Apache Flume
Systems Management
1 533 (5.78%) Kubernetes
2 416 (4.51%) Terraform
3 139 (1.51%) Microsoft Intune
4 76 (0.82%) Ansible
5 65 (0.71%) Grafana
6 57 (0.62%) Prometheus
7 26 (0.28%) Puppet
8 21 (0.23%) Argo
9 19 (0.21%) Kubeflow
10 18 (0.20%) Single Sign-On
11 17 (0.18%) Podman
12 13 (0.14%) Progress Chef
13 11 (0.12%) Istio
14 7 (0.076%) Check_MK
14 7 (0.076%) Nagios
15 6 (0.065%) Control-M
15 6 (0.065%) Hadoop YARN
16 5 (0.054%) Microsoft Clustering
16 5 (0.054%) Packer
16 5 (0.054%) SCCM
Vendors
1 2,201 (23.88%) Microsoft
2 449 (4.87%) Databricks
3 370 (4.01%) Google
4 264 (2.86%) OpenAI
5 245 (2.66%) Adobe
6 157 (1.70%) Salesforce
7 126 (1.37%) Dell
8 125 (1.36%) Oracle
9 118 (1.28%) SAP
10 116 (1.26%) Cisco
11 110 (1.19%) ServiceNow
12 95 (1.03%) Foundry
13 76 (0.82%) HubSpot
14 63 (0.68%) Apple
15 62 (0.67%) Facebook
16 61 (0.66%) CyberArk
17 52 (0.56%) VMware
18 50 (0.54%) Informatica
19 46 (0.50%) Palo Alto
19 46 (0.50%) Sage