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

6 months to
22 Aug 2026
Same period 2025 Same period 2024
Rank 7 11 41
Rank change year-on-year +4 +30 +59
Permanent jobs citing AI 9,382 5,265 3,955
As % of all permanent jobs in the UK 8.69% 10.56% 4.76%
As % of the Processes & Methodologies category 11.86% 11.86% 5.89%
Number of salaries quoted 5,182 1,535 1,762
10th Percentile £41,250 £28,200 £40,125
25th Percentile £52,500 £46,250 £54,000
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 £97,500 £94,500
90th Percentile £111,250 £119,800 £115,000
UK excluding London median annual salary £65,000 £57,500 £63,000
% change year-on-year +13.04% -8.73% -10.00%

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 79,126 44,376 67,104
As % of all permanent jobs advertised in the UK 73.31% 89.04% 80.77%
Number of salaries quoted 54,636 25,137 42,574
10th Percentile £31,000 £28,500 £31,250
25th Percentile £41,250 £36,750 £41,250
Median annual salary (50th Percentile) £60,000 £55,000 £55,000
Median % change year-on-year +9.09% - -8.71%
75th Percentile £78,750 £75,000 £75,000
90th Percentile £100,000 £96,250 £95,000
UK excluding London median annual salary £55,000 £47,500 £50,000
% change year-on-year +15.79% -5.00% -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 22 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 22 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 +6 8,292 £72,500 +3.57% 2,875
UK excluding London -4 5,393 £65,000 +13.04% 1,997
London +12 3,390 £85,000 - 1,420
Work from Home 0 2,999 £70,000 +16.67% 1,312
North of England +3 1,595 £66,000 +14.78% 465
South East -4 1,191 £62,500 +25.00% 696
North West +16 839 £70,000 +16.67% 259
Midlands -9 836 £59,250 -1.25% 233
South West +8 615 £67,500 +22.73% 322
West Midlands -5 556 £60,000 - 150
East of England +29 534 £60,000 +10.60% 176
Yorkshire -8 499 £65,000 +48.57% 148
East Midlands -17 280 £52,500 -19.23% 81
Scotland -4 276 £70,000 +7.69% 92
North East -1 257 £65,000 +90.24% 63
Wales +8 210 £65,000 +18.18% 39
Northern Ireland +5 159 £74,830 -14.48% 19

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
1 236 (2.52%) SharePoint
2 129 (1.37%) Apache Spark
3 126 (1.34%) Apache Airflow
4 108 (1.15%) Confluence
5 90 (0.96%) Apache
6 87 (0.93%) CMS
7 62 (0.66%) Microsoft Exchange
8 38 (0.41%) WordPress
9 32 (0.34%) SAS
10 26 (0.28%) Palantir Foundry
11 20 (0.21%) Jupyter
12 12 (0.13%) Camunda
13 10 (0.11%) IIS
14 9 (0.096%) Sitecore CMS
15 8 (0.085%) ArcGIS
15 8 (0.085%) nginx
15 8 (0.085%) OpenStack
16 7 (0.075%) Adobe Experience Manager
16 7 (0.075%) Headless CMS
16 7 (0.075%) Oracle SOA Suite
Applications
1 812 (8.65%) Microsoft Excel
2 103 (1.10%) Chatbot
3 101 (1.08%) Microsoft Office
4 65 (0.69%) Microsoft PowerPoint
5 42 (0.45%) UserZoom
6 35 (0.37%) MS Visio
7 22 (0.23%) Adobe Creative Suite
8 19 (0.20%) Adobe After Effects
9 18 (0.19%) Adobe Illustrator
10 17 (0.18%) Photoshop
10 17 (0.18%) Spreadsheet
11 14 (0.15%) InDesign
12 11 (0.12%) Microsoft Project
13 10 (0.11%) Simulink
14 8 (0.085%) LaTeX
14 8 (0.085%) SPSS
15 7 (0.075%) Adobe Premiere
16 6 (0.064%) Trello
17 5 (0.053%) Camtasia
17 5 (0.053%) Moqups
Business Applications
1 109 (1.16%) Dynamics CRM
2 50 (0.53%) SAP S/4HANA
3 28 (0.30%) Dynamics GP
4 24 (0.26%) Cloudability
5 21 (0.22%) NetSuite
6 10 (0.11%) Payment Gateway
6 10 (0.11%) Shopify
7 8 (0.085%) Relativity
7 8 (0.085%) Sage 50
7 8 (0.085%) SAP MDG
8 7 (0.075%) Distributed Ledger
8 7 (0.075%) Dynamics NAV
8 7 (0.075%) Elite 3E
9 6 (0.064%) Carpe Diem
10 5 (0.053%) Oracle ERP
10 5 (0.053%) Sage 200
11 4 (0.043%) Dynamics AX
12 3 (0.032%) Magento
12 3 (0.032%) Oracle EBS
12 3 (0.032%) Q-Pulse
Cloud Services
1 2,905 (30.96%) Azure
2 1,600 (17.05%) AWS
3 1,327 (14.14%) Power Platform
4 1,304 (13.90%) Azure AI
5 720 (7.67%) SaaS
6 649 (6.92%) GCP
7 447 (4.76%) Microsoft 365
8 431 (4.59%) GitHub
9 339 (3.61%) Microsoft Copilot
10 324 (3.45%) Azure DevOps
11 311 (3.31%) Snowflake
12 283 (3.02%) Serverless
13 264 (2.81%) Anthropic Claude
14 211 (2.25%) GitHub Copilot
15 206 (2.20%) Entra ID
16 203 (2.16%) Power Automate
17 158 (1.68%) Cloud Computing
18 154 (1.64%) Azure Synapse Analytics
19 149 (1.59%) Amazon S3
20 145 (1.55%) Adobe Analytics
Communications & Networking
1 282 (3.01%) Broadband
2 111 (1.18%) Internet
3 96 (1.02%) Firewall
4 95 (1.01%) Network Security
5 77 (0.82%) VPN
6 68 (0.72%) DNS
7 37 (0.39%) WAN
8 36 (0.38%) TCP/IP
9 28 (0.30%) BGP
10 27 (0.29%) VLAN
11 21 (0.22%) DHCP
11 21 (0.22%) HTTP
12 20 (0.21%) OSPF
13 19 (0.20%) MQTT
13 19 (0.20%) Wireless
14 18 (0.19%) LAN
14 18 (0.19%) VoIP
15 14 (0.15%) CTI
16 13 (0.14%) VXLAN
17 12 (0.13%) 5G
Database & Business Intelligence
1 1,059 (11.29%) Power BI
2 787 (8.39%) Tableau
3 282 (3.01%) MongoDB
4 262 (2.79%) Data Warehouse
5 233 (2.48%) SQL Server
6 222 (2.37%) PostgreSQL
7 216 (2.30%) Data Lake
8 202 (2.15%) Azure SQL Database
9 174 (1.85%) Metadata
10 157 (1.67%) NoSQL
11 125 (1.33%) Big Data
12 108 (1.15%) Relational Database
13 97 (1.03%) MySQL
14 91 (0.97%) BigQuery
15 67 (0.71%) Elasticsearch
16 64 (0.68%) Redis
17 62 (0.66%) Amazon Redshift
18 57 (0.61%) DynamoDB
19 56 (0.60%) Delta Lake
19 56 (0.60%) Semantic Layer
Development Applications
1 329 (3.51%) Git
2 167 (1.78%) JIRA
3 161 (1.72%) Claude Code
4 116 (1.24%) Jenkins
5 90 (0.96%) GitLab
6 65 (0.69%) MLflow
7 39 (0.42%) Selenium
8 34 (0.36%) JUnit
9 30 (0.32%) Maven
10 28 (0.30%) Postman
11 27 (0.29%) Cypress.io
11 27 (0.29%) Snyk
12 26 (0.28%) IBM UrbanCode
13 23 (0.25%) Visual Studio Code
14 17 (0.18%) Mockito
15 14 (0.15%) Cucumber
16 13 (0.14%) Vite
17 12 (0.13%) Spock
18 10 (0.11%) Gatling
18 10 (0.11%) Storybook
General
1 2,985 (31.82%) Social Skills
2 2,038 (21.72%) Finance
3 1,023 (10.90%) Analytical Skills
4 784 (8.36%) Marketing
5 736 (7.84%) Inclusion and Diversity
6 555 (5.92%) Legal
7 509 (5.43%) Public Sector
8 490 (5.22%) Law
9 392 (4.18%) Banking
10 324 (3.45%) Retail
11 309 (3.29%) Games
12 245 (2.61%) Influencing Skills
13 217 (2.31%) Organisational Skills
14 211 (2.25%) Manufacturing
15 131 (1.40%) Presentation Skills
16 129 (1.37%) Financial Institution
17 110 (1.17%) Advertising
18 100 (1.07%) Telecoms
19 86 (0.92%) Legal Technology
20 66 (0.70%) Military
Job Titles
1 1,615 (17.21%) Senior
2 1,024 (10.91%) Analyst
3 1,021 (10.88%) Lead
4 950 (10.13%) Architect
5 908 (9.68%) Developer
6 742 (7.91%) Artificial Intelligence Engineer
7 680 (7.25%) Data Analyst
8 674 (7.18%) Junior
9 613 (6.53%) Junior Analyst
10 607 (6.47%) Junior Data Analyst
10 607 (6.47%) Software Engineer
11 388 (4.14%) Solutions Architect
12 380 (4.05%) Data Engineer
13 373 (3.98%) Consultant
14 244 (2.60%) Senior Manager
15 239 (2.55%) Data Scientist
16 231 (2.46%) Python Engineer
17 213 (2.27%) Artificial Intelligence Architect
18 209 (2.23%) .NET Developer
19 202 (2.15%) Data Architect
Libraries, Frameworks & Software Standards
1 521 (5.55%) React
2 458 (4.88%) .NET
3 428 (4.56%) Terraform
4 274 (2.92%) REST
5 267 (2.85%) Node.js
6 247 (2.63%) LangChain
7 241 (2.57%) CSS
8 238 (2.54%) HTML
9 211 (2.25%) RESTful
10 205 (2.19%) ASP.NET
11 187 (1.99%) ASP.NET Core
11 187 (1.99%) Kafka
12 182 (1.94%) .NET Core
13 181 (1.93%) PyTorch
14 156 (1.66%) ML.NET
15 146 (1.56%) TensorFlow
16 136 (1.45%) Next.js
17 127 (1.35%) Blazor
17 127 (1.35%) LangGraph
18 124 (1.32%) FastAPI
Miscellaneous
1 682 (7.27%) Cloud Native
2 637 (6.79%) AI Agents
3 401 (4.27%) Onboarding
4 307 (3.27%) Distributed Systems
5 298 (3.18%) Product Ownership
6 270 (2.88%) Social Media
7 194 (2.07%) Blog
8 184 (1.96%) Self-Motivation
9 175 (1.87%) Management Information System
10 170 (1.81%) Algorithms
11 144 (1.53%) Low-Code
12 139 (1.48%) Robotics
13 137 (1.46%) Enterprise Software
14 128 (1.36%) Data Centre
15 105 (1.12%) Marketing Technology
16 102 (1.09%) Legacy Systems
17 100 (1.07%) Mobile App
18 97 (1.03%) Greenfield Project
19 91 (0.97%) Cyber Threat
20 88 (0.94%) Virtual Team
Operating Systems
1 219 (2.33%) Windows
2 216 (2.30%) Linux
3 69 (0.74%) Android
4 67 (0.71%) Windows Server
5 44 (0.47%) Apple iOS
6 23 (0.25%) VMS
7 18 (0.19%) Unix
8 17 (0.18%) Ubuntu
9 16 (0.17%) Mac OS
10 8 (0.085%) Debian
11 6 (0.064%) Red Hat Enterprise Linux
12 5 (0.053%) Embedded Linux
12 5 (0.053%) Kali Linux
12 5 (0.053%) Windows 10
12 5 (0.053%) Windows Server 2019
13 3 (0.032%) Gentoo
13 3 (0.032%) Solaris
14 2 (0.021%) CentOS
15 1 (0.011%) AIX
15 1 (0.011%) Alpine Linux
Processes & Methodologies
1 2,014 (21.47%) Machine Learning
2 1,949 (20.77%) Analytics
3 1,631 (17.38%) Agile
4 1,381 (14.72%) Software Engineering
5 1,356 (14.45%) Roadmaps
6 1,344 (14.33%) CI/CD
7 1,281 (13.65%) Business Intelligence
8 1,201 (12.80%) Continuous Improvement
9 1,183 (12.61%) Problem-Solving
10 1,128 (12.02%) Decision-Making
11 1,062 (11.32%) LLM
12 985 (10.50%) Mentoring
13 941 (10.03%) DevOps
14 848 (9.04%) Generative AI
15 819 (8.73%) Stakeholder Management
16 812 (8.65%) Data Science
17 749 (7.98%) Full-Stack Development
18 627 (6.68%) Data Engineering
19 617 (6.58%) Cybersecurity
20 586 (6.25%) Data Modelling
Programming Languages
1 2,977 (31.73%) Python
2 1,878 (20.02%) SQL
3 546 (5.82%) JavaScript
4 538 (5.73%) C#
5 451 (4.81%) TypeScript
6 418 (4.46%) Java
7 190 (2.03%) C++
8 148 (1.58%) PowerShell
9 104 (1.11%) Bash
10 100 (1.07%) Go
11 78 (0.83%) Bicep
12 69 (0.74%) C
13 66 (0.70%) PHP
13 66 (0.70%) R
14 65 (0.69%) Scala
15 54 (0.58%) Rust
16 49 (0.52%) Kotlin
17 48 (0.51%) Ruby
18 38 (0.41%) Data Analysis Expressions
19 27 (0.29%) Kusto Query Language
Qualifications
1 1,053 (11.22%) Azure Certification
2 1,008 (10.74%) Degree
3 651 (6.94%) Security Cleared
4 373 (3.98%) SC Cleared
5 272 (2.90%) Computer Science Degree
6 208 (2.22%) Master's Degree
7 188 (2.00%) DV Cleared
8 152 (1.62%) AWS Certification
9 134 (1.43%) CISSP
10 114 (1.22%) PhD
11 98 (1.04%) CISM
12 96 (1.02%) ACCA
13 91 (0.97%) Microsoft Certification
14 79 (0.84%) CIMA
15 68 (0.72%) AWS Certified Solutions Architect
16 64 (0.68%) A+ Certification
17 63 (0.67%) DBS Check
18 62 (0.66%) Network+ Certification
19 49 (0.52%) MBA
20 45 (0.48%) BPSS Clearance
Quality Assurance & Compliance
1 513 (5.47%) Data Quality
2 392 (4.18%) Accessibility
3 314 (3.35%) QA
4 269 (2.87%) GDPR
5 157 (1.67%) ISO/IEC 27001
6 111 (1.18%) GRC
7 110 (1.17%) NIST
8 84 (0.90%) WCAG
9 81 (0.86%) SLA
10 55 (0.59%) Cyber Essentials
11 51 (0.54%) California Consumer Privacy Act
12 37 (0.39%) PMO
13 31 (0.33%) IFRS
14 30 (0.32%) Cyber Essentials PLUS
14 30 (0.32%) NCSC
15 28 (0.30%) PCI DSS
16 24 (0.26%) Actionable Recommendations
17 23 (0.25%) EU AI Act
18 22 (0.23%) HIPAA
19 21 (0.22%) ISO/IEC 42001
System Software
1 528 (5.63%) Docker
2 162 (1.73%) Active Directory
3 98 (1.04%) Virtual Machines
4 50 (0.53%) VMware Infrastructure
5 24 (0.26%) Firmware
6 21 (0.22%) Virtual Desktop
7 19 (0.20%) Hyper-V
8 18 (0.19%) vSphere
9 11 (0.12%) Embedded Firmware
10 8 (0.085%) Ceph
11 6 (0.064%) IAG
12 4 (0.043%) VMware NSX
13 3 (0.032%) VMware ESXi
14 2 (0.021%) Lustre
14 2 (0.021%) ProxySG
14 2 (0.021%) Slurm Workload Manager
15 1 (0.011%) Apache Flume
Systems Management
1 548 (5.84%) Kubernetes
2 142 (1.51%) Microsoft Intune
3 76 (0.81%) Ansible
4 74 (0.79%) Grafana
5 58 (0.62%) Prometheus
6 27 (0.29%) Puppet
7 21 (0.22%) Argo
8 19 (0.20%) Kubeflow
8 19 (0.20%) Single Sign-On
9 17 (0.18%) Podman
10 13 (0.14%) Progress Chef
11 12 (0.13%) Istio
12 7 (0.075%) Check_MK
12 7 (0.075%) Nagios
13 6 (0.064%) Hadoop YARN
13 6 (0.064%) Nessus
14 5 (0.053%) Control-M
14 5 (0.053%) Microsoft Clustering
14 5 (0.053%) Packer
14 5 (0.053%) SCCM
Vendors
1 2,195 (23.40%) Microsoft
2 457 (4.87%) Databricks
3 397 (4.23%) Google
4 278 (2.96%) OpenAI
5 233 (2.48%) Adobe
6 167 (1.78%) Salesforce
7 127 (1.35%) Oracle
8 122 (1.30%) SAP
9 119 (1.27%) Dell
10 116 (1.24%) Cisco
11 107 (1.14%) ServiceNow
12 94 (1.00%) Foundry
13 77 (0.82%) HubSpot
14 67 (0.71%) Apple
15 62 (0.66%) CyberArk
15 62 (0.66%) Facebook
16 57 (0.61%) VMware
17 50 (0.53%) Informatica
18 48 (0.51%) YouTube
19 46 (0.49%) Palo Alto