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 6 September 2026, with comparisons to the same periods in the previous two years.

6 months to
6 Sep 2026
Same period 2025 Same period 2024
Rank 8 10 41
Rank change year-on-year +2 +31 +53
Permanent jobs citing AI 9,612 5,326 3,745
As % of all permanent jobs in the UK 8.61% 10.76% 4.71%
As % of the Processes & Methodologies category 11.80% 12.16% 5.85%
Number of salaries quoted 5,448 1,555 1,664
10th Percentile £41,250 £30,750 £41,250
25th Percentile £52,500 £46,250 £55,000
Median annual salary (50th Percentile) £72,500 £70,000 £75,000
Median % change year-on-year +3.57% -6.67% -
75th Percentile £95,000 £97,500 £93,750
90th Percentile £111,250 £120,000 £115,000
UK excluding London median annual salary £65,000 £57,500 £65,000
% change year-on-year +13.04% -11.54% -7.14%

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 81,483 43,799 64,049
As % of all permanent jobs advertised in the UK 72.97% 88.49% 80.62%
Number of salaries quoted 56,701 24,787 38,319
10th Percentile £31,250 £28,500 £31,250
25th Percentile £41,585 £36,250 £41,500
Median annual salary (50th Percentile) £60,000 £55,000 £57,500
Median % change year-on-year +9.09% -4.35% -4.17%
75th Percentile £80,000 £75,000 £75,000
90th Percentile £100,000 £96,750 £95,000
UK excluding London median annual salary £55,000 £47,500 £52,000
% change year-on-year +15.79% -8.65% -4.59%

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 6 September 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 6 September 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 +3 8,463 £72,500 +3.57% 11,987
UK excluding London -4 5,496 £65,000 +13.04% 4,660
London +10 3,481 £85,000 - 8,624
Work from Home -1 3,056 £70,000 +16.67% 4,804
North of England +1 1,640 £66,000 +14.78% 1,017
South East -8 1,210 £62,500 +19.05% 1,155
North West +18 908 £70,000 +16.67% 641
Midlands -10 838 £60,000 - 475
South West +9 627 £69,056 +25.56% 686
West Midlands -5 564 £62,000 +3.33% 286
East of England +30 535 £60,000 +6.67% 488
Yorkshire -9 471 £65,000 +13.04% 275
Scotland -5 288 £75,026 +15.42% 585
East Midlands -19 274 £52,500 -19.23% 188
North East -1 261 £65,000 +90.24% 107
Wales +9 226 £66,000 +20.00% 65
Northern Ireland +10 156 £74,830 -14.48% 237

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
1 265 (2.76%) SharePoint
2 119 (1.24%) Confluence
3 97 (1.01%) Apache Airflow
4 96 (1.00%) Apache Spark
5 86 (0.89%) CMS
6 74 (0.77%) Apache
6 74 (0.77%) Microsoft Exchange
7 38 (0.40%) WordPress
8 31 (0.32%) SAS
9 30 (0.31%) Palantir Foundry
10 17 (0.18%) Jupyter
11 13 (0.14%) IIS
12 12 (0.12%) Camunda
13 10 (0.10%) nginx
14 9 (0.094%) Sitecore CMS
15 8 (0.083%) Adobe Experience Manager
15 8 (0.083%) Headless CMS
15 8 (0.083%) OpenStack
16 7 (0.073%) Oracle SOA Suite
17 5 (0.052%) Apache Pig
Applications
1 720 (7.49%) Microsoft Excel
2 105 (1.09%) Chatbot
3 104 (1.08%) Microsoft Office
4 64 (0.67%) Microsoft PowerPoint
5 33 (0.34%) UserZoom
6 26 (0.27%) MS Visio
7 24 (0.25%) Adobe Creative Suite
8 19 (0.20%) Adobe After Effects
8 19 (0.20%) Spreadsheet
9 18 (0.19%) Adobe Illustrator
10 16 (0.17%) Photoshop
11 14 (0.15%) InDesign
12 12 (0.12%) Microsoft Project
13 10 (0.10%) Simulink
14 8 (0.083%) LaTeX
14 8 (0.083%) SPSS
15 6 (0.062%) Adobe Premiere
15 6 (0.062%) Adobe XD
15 6 (0.062%) Trello
16 5 (0.052%) Sketch
Business Applications
1 112 (1.17%) Dynamics CRM
2 54 (0.56%) SAP S/4HANA
3 28 (0.29%) Dynamics GP
4 24 (0.25%) Cloudability
5 21 (0.22%) NetSuite
6 12 (0.12%) Payment Gateway
7 11 (0.11%) Shopify
8 9 (0.094%) Elite 3E
9 8 (0.083%) Dynamics NAV
9 8 (0.083%) Sage 50
9 8 (0.083%) SAP MDG
10 7 (0.073%) Carpe Diem
10 7 (0.073%) Distributed Ledger
11 6 (0.062%) Salesforce CRM
12 5 (0.052%) Oracle ERP
12 5 (0.052%) Sage 200
13 4 (0.042%) Primavera
14 3 (0.031%) Dynamics AX
14 3 (0.031%) Magento
14 3 (0.031%) Oracle EBS
Cloud Services
1 2,853 (29.68%) Azure
2 1,617 (16.82%) AWS
3 1,254 (13.05%) Power Platform
4 1,205 (12.54%) Azure AI
5 726 (7.55%) SaaS
6 663 (6.90%) GCP
7 490 (5.10%) Microsoft 365
8 458 (4.76%) GitHub
9 364 (3.79%) Microsoft Copilot
10 334 (3.47%) Azure DevOps
11 302 (3.14%) Snowflake
12 287 (2.99%) Serverless
13 286 (2.98%) Anthropic Claude
14 221 (2.30%) Entra ID
15 220 (2.29%) Power Automate
16 217 (2.26%) GitHub Copilot
17 161 (1.67%) Cloud Computing
18 148 (1.54%) Azure Synapse Analytics
19 147 (1.53%) PowerApps
20 135 (1.40%) Microsoft Purview
Communications & Networking
1 234 (2.43%) Broadband
2 118 (1.23%) Internet
3 103 (1.07%) Firewall
4 98 (1.02%) Network Security
5 84 (0.87%) VPN
6 77 (0.80%) DNS
7 35 (0.36%) TCP/IP
7 35 (0.36%) WAN
8 29 (0.30%) BGP
9 28 (0.29%) DHCP
9 28 (0.29%) VLAN
10 21 (0.22%) HTTP
10 21 (0.22%) Wireless
11 20 (0.21%) OSPF
12 19 (0.20%) LAN
12 19 (0.20%) MQTT
13 18 (0.19%) VoIP
14 16 (0.17%) SMS
15 14 (0.15%) CTI
15 14 (0.15%) Wi-Fi
Database & Business Intelligence
1 976 (10.15%) Power BI
2 647 (6.73%) Tableau
3 278 (2.89%) MongoDB
4 252 (2.62%) Data Warehouse
5 239 (2.49%) SQL Server
6 226 (2.35%) PostgreSQL
7 208 (2.16%) Azure SQL Database
8 199 (2.07%) Data Lake
9 187 (1.95%) Metadata
10 165 (1.72%) NoSQL
11 125 (1.30%) Big Data
12 118 (1.23%) Relational Database
13 96 (1.00%) MySQL
14 84 (0.87%) BigQuery
15 61 (0.63%) DynamoDB
15 61 (0.63%) Redis
16 60 (0.62%) Semantic Layer
17 58 (0.60%) Delta Lake
17 58 (0.60%) Star Schema
18 57 (0.59%) Elasticsearch
Development Applications
1 325 (3.38%) Git
2 184 (1.91%) JIRA
3 169 (1.76%) Claude Code
4 128 (1.33%) Jenkins
5 104 (1.08%) GitLab
6 57 (0.59%) MLflow
7 41 (0.43%) Selenium
8 36 (0.37%) JUnit
9 35 (0.36%) Maven
10 31 (0.32%) Postman
11 30 (0.31%) Cypress.io
12 27 (0.28%) Snyk
13 19 (0.20%) Visual Studio Code
14 17 (0.18%) Mockito
15 16 (0.17%) Cucumber
16 14 (0.15%) Gatling
16 14 (0.15%) Spock
16 14 (0.15%) Vite
17 13 (0.14%) JMeter
18 10 (0.10%) REST Assured
General
1 2,985 (31.05%) Social Skills
2 2,123 (22.09%) Finance
3 1,052 (10.94%) Analytical Skills
4 803 (8.35%) Marketing
5 751 (7.81%) Inclusion and Diversity
6 567 (5.90%) Legal
7 537 (5.59%) Public Sector
8 504 (5.24%) Law
9 412 (4.29%) Banking
10 332 (3.45%) Retail
11 274 (2.85%) Influencing Skills
12 251 (2.61%) Games
13 237 (2.47%) Organisational Skills
14 220 (2.29%) Manufacturing
15 139 (1.45%) Presentation Skills
16 136 (1.41%) Financial Institution
17 113 (1.18%) Advertising
18 102 (1.06%) Telecoms
19 84 (0.87%) Legal Technology
20 71 (0.74%) Aerospace
Job Titles
1 1,710 (17.79%) Senior
2 1,051 (10.93%) Lead
3 997 (10.37%) Architect
4 925 (9.62%) Developer
5 918 (9.55%) Analyst
6 781 (8.13%) Artificial Intelligence Engineer
7 651 (6.77%) Software Engineer
8 573 (5.96%) Data Analyst
9 564 (5.87%) Junior
10 502 (5.22%) Junior Analyst
11 496 (5.16%) Junior Data Analyst
12 402 (4.18%) Solutions Architect
13 394 (4.10%) Data Engineer
14 384 (4.00%) Consultant
15 262 (2.73%) Senior Manager
16 249 (2.59%) Data Scientist
17 241 (2.51%) Python Engineer
18 226 (2.35%) Artificial Intelligence Architect
19 210 (2.18%) .NET Developer
20 207 (2.15%) Data Architect
Libraries, Frameworks & Software Standards
1 526 (5.47%) React
2 462 (4.81%) .NET
3 452 (4.70%) Terraform
4 294 (3.06%) REST
5 269 (2.80%) Node.js
6 247 (2.57%) LangChain
7 239 (2.49%) CSS
8 237 (2.47%) HTML
9 213 (2.22%) RESTful
10 207 (2.15%) ASP.NET
11 187 (1.95%) ASP.NET Core
11 187 (1.95%) Kafka
12 182 (1.89%) .NET Core
13 173 (1.80%) PyTorch
14 156 (1.62%) ML.NET
15 143 (1.49%) TensorFlow
16 135 (1.40%) Next.js
17 130 (1.35%) LangGraph
18 128 (1.33%) Blazor
19 120 (1.25%) Spring
Miscellaneous
1 695 (7.23%) Cloud Native
2 674 (7.01%) AI Agents
3 418 (4.35%) Onboarding
4 318 (3.31%) Distributed Systems
5 312 (3.25%) Product Ownership
6 234 (2.43%) Social Media
7 196 (2.04%) Management Information System
7 196 (2.04%) Self-Motivation
8 195 (2.03%) Blog
9 171 (1.78%) Algorithms
10 157 (1.63%) Enterprise Software
11 148 (1.54%) Robotics
12 147 (1.53%) Low-Code
13 128 (1.33%) Data Centre
14 115 (1.20%) Marketing Technology
15 113 (1.18%) Cyber Threat
16 101 (1.05%) Legacy Systems
17 96 (1.00%) Greenfield Project
18 91 (0.95%) Virtual Team
19 87 (0.91%) Mobile App
Operating Systems
1 241 (2.51%) Windows
2 233 (2.42%) Linux
3 70 (0.73%) Windows Server
4 57 (0.59%) Android
5 35 (0.36%) Apple iOS
6 25 (0.26%) VMS
7 20 (0.21%) Ubuntu
7 20 (0.21%) Unix
8 17 (0.18%) Mac OS
9 10 (0.10%) Debian
10 7 (0.073%) Embedded Linux
10 7 (0.073%) Red Hat Enterprise Linux
10 7 (0.073%) Windows 10
11 6 (0.062%) Kali Linux
12 5 (0.052%) Windows Server 2019
13 3 (0.031%) CentOS
13 3 (0.031%) Gentoo
13 3 (0.031%) Robot Operating System
13 3 (0.031%) Solaris
14 1 (0.010%) AIX
Processes & Methodologies
1 2,043 (21.25%) Machine Learning
2 1,925 (20.03%) Analytics
3 1,626 (16.92%) Agile
4 1,469 (15.28%) Software Engineering
5 1,361 (14.16%) Roadmaps
6 1,352 (14.07%) CI/CD
7 1,282 (13.34%) Continuous Improvement
8 1,230 (12.80%) Problem-Solving
9 1,202 (12.51%) Business Intelligence
10 1,156 (12.03%) Decision-Making
11 1,097 (11.41%) LLM
12 1,016 (10.57%) Mentoring
13 970 (10.09%) DevOps
14 935 (9.73%) Stakeholder Management
15 868 (9.03%) Generative AI
16 806 (8.39%) Data Science
17 745 (7.75%) Full-Stack Development
18 671 (6.98%) Cybersecurity
19 618 (6.43%) Data Engineering
19 618 (6.43%) Data Modelling
Programming Languages
1 2,866 (29.82%) Python
2 1,800 (18.73%) SQL
3 556 (5.78%) JavaScript
4 546 (5.68%) C#
5 472 (4.91%) TypeScript
6 426 (4.43%) Java
7 195 (2.03%) C++
8 162 (1.69%) PowerShell
9 113 (1.18%) Go
10 108 (1.12%) Bash
11 74 (0.77%) Bicep
12 71 (0.74%) C
13 65 (0.68%) PHP
13 65 (0.68%) R
13 65 (0.68%) Scala
14 60 (0.62%) Rust
15 48 (0.50%) Ruby
16 43 (0.45%) Data Analysis Expressions
16 43 (0.45%) Kotlin
17 27 (0.28%) Kusto Query Language
Qualifications
1 1,041 (10.83%) Degree
2 950 (9.88%) Azure Certification
3 684 (7.12%) Security Cleared
4 389 (4.05%) SC Cleared
5 279 (2.90%) Computer Science Degree
6 217 (2.26%) Master's Degree
7 201 (2.09%) DV Cleared
8 160 (1.66%) AWS Certification
9 151 (1.57%) CISSP
10 120 (1.25%) PhD
11 110 (1.14%) CISM
12 103 (1.07%) Microsoft Certification
13 101 (1.05%) ACCA
14 83 (0.86%) CIMA
15 72 (0.75%) AWS Certified Solutions Architect
16 67 (0.70%) DBS Check
17 66 (0.69%) A+ Certification
18 64 (0.67%) Network+ Certification
19 51 (0.53%) BPSS Clearance
20 49 (0.51%) MBA
Quality Assurance & Compliance
1 537 (5.59%) Data Quality
2 358 (3.72%) Accessibility
3 328 (3.41%) QA
4 279 (2.90%) GDPR
5 175 (1.82%) ISO/IEC 27001
6 121 (1.26%) NIST
7 120 (1.25%) GRC
8 83 (0.86%) SLA
9 69 (0.72%) WCAG
10 60 (0.62%) Cyber Essentials
11 41 (0.43%) PMO
12 36 (0.37%) NCSC
13 32 (0.33%) California Consumer Privacy Act
13 32 (0.33%) Cyber Essentials PLUS
14 30 (0.31%) IFRS
14 30 (0.31%) PCI DSS
15 24 (0.25%) Actionable Recommendations
15 24 (0.25%) ISO/IEC 42001
16 21 (0.22%) EU AI Act
17 19 (0.20%) SOC 2
System Software
1 537 (5.59%) Docker
2 168 (1.75%) Active Directory
3 98 (1.02%) Virtual Machines
4 59 (0.61%) VMware Infrastructure
5 26 (0.27%) Firmware
6 24 (0.25%) Hyper-V
7 22 (0.23%) Virtual Desktop
8 19 (0.20%) vSphere
9 12 (0.12%) Embedded Firmware
10 8 (0.083%) Ceph
11 6 (0.062%) IAG
12 4 (0.042%) VMware ESXi
12 4 (0.042%) VMware NSX
13 3 (0.031%) Slurm Workload Manager
14 2 (0.021%) Lustre
14 2 (0.021%) ProxySG
15 1 (0.010%) Apache Flume
Systems Management
1 558 (5.81%) Kubernetes
2 151 (1.57%) Microsoft Intune
3 82 (0.85%) Ansible
4 80 (0.83%) Grafana
5 62 (0.65%) Prometheus
6 28 (0.29%) Puppet
7 21 (0.22%) Argo
7 21 (0.22%) Single Sign-On
8 19 (0.20%) Kubeflow
9 18 (0.19%) Podman
10 14 (0.15%) Progress Chef
11 12 (0.12%) Istio
12 7 (0.073%) Check_MK
12 7 (0.073%) Nagios
12 7 (0.073%) Nessus
13 6 (0.062%) Hadoop YARN
13 6 (0.062%) Proxmox
13 6 (0.062%) SCCM
14 5 (0.052%) Microsoft Clustering
14 5 (0.052%) Packer
Vendors
1 2,171 (22.59%) Microsoft
2 454 (4.72%) Databricks
3 438 (4.56%) Google
4 279 (2.90%) OpenAI
5 204 (2.12%) Adobe
6 178 (1.85%) Salesforce
7 129 (1.34%) SAP
8 122 (1.27%) Cisco
9 106 (1.10%) Oracle
10 103 (1.07%) ServiceNow
11 101 (1.05%) Foundry
12 92 (0.96%) Dell
13 89 (0.93%) YouTube
14 77 (0.80%) HubSpot
15 70 (0.73%) Apple
16 68 (0.71%) VMware
17 62 (0.65%) CyberArk
17 62 (0.65%) Facebook
18 48 (0.50%) Palo Alto
19 44 (0.46%) Sage