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

6 months to
9 Sep 2026
Same period 2025 Same period 2024
Rank 8 10 40
Rank change year-on-year +2 +30 +56
Permanent jobs citing AI 9,708 5,337 3,743
As % of all permanent jobs in the UK 8.63% 10.76% 4.78%
As % of the Processes & Methodologies category 11.81% 12.15% 5.92%
Number of salaries quoted 5,497 1,547 1,619
10th Percentile £41,250 £32,500 £41,250
25th Percentile £52,500 £47,750 £55,000
Median annual salary (50th Percentile) £74,500 £70,000 £75,000
Median % change year-on-year +6.43% -6.67% -
75th Percentile £95,000 £97,500 £93,750
90th Percentile £112,500 £120,000 £115,000
UK excluding London median annual salary £65,000 £58,875 £65,000
% change year-on-year +10.40% -9.42% -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 82,210 43,908 63,272
As % of all permanent jobs advertised in the UK 73.10% 88.55% 80.74%
Number of salaries quoted 57,176 24,796 36,704
10th Percentile £31,250 £28,500 £31,875
25th Percentile £41,500 £36,250 £42,500
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 £76,250
90th Percentile £100,000 £96,250 £95,000
UK excluding London median annual salary £55,000 £47,500 £52,500
% change year-on-year +15.79% -9.52% -2.78%

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 9 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 9 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 8,528 £74,000 +5.71% 15,439
UK excluding London -5 5,544 £65,000 +10.40% 6,093
London +10 3,516 £85,000 - 11,041
Work from Home -1 3,082 £70,000 +7.69% 11,288
North of England +1 1,651 £67,249 +16.95% 1,390
South East -7 1,223 £62,500 +19.05% 1,380
North West +17 916 £70,000 +16.67% 898
Midlands -10 848 £60,000 - 611
South West +9 635 £69,056 +20.10% 840
West Midlands -5 572 £62,250 +3.75% 369
East of England +27 525 £60,100 +4.52% 633
Yorkshire -8 474 £66,250 -4.01% 386
Scotland -4 294 £85,000 +30.77% 828
East Midlands -19 276 £52,500 -19.23% 241
North East -1 261 £65,000 +90.24% 115
Wales +9 236 £66,000 +20.00% 93
Northern Ireland +12 156 £74,830 -14.48% 364

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
1 271 (2.79%) SharePoint
2 121 (1.25%) Confluence
3 97 (1.00%) Apache Airflow
3 97 (1.00%) Apache Spark
4 88 (0.91%) CMS
5 75 (0.77%) Microsoft Exchange
6 73 (0.75%) Apache
7 39 (0.40%) WordPress
8 32 (0.33%) SAS
9 30 (0.31%) Palantir Foundry
10 17 (0.18%) Jupyter
11 13 (0.13%) IIS
12 12 (0.12%) Camunda
13 10 (0.10%) nginx
14 9 (0.093%) Sitecore CMS
15 8 (0.082%) Adobe Experience Manager
15 8 (0.082%) Headless CMS
15 8 (0.082%) OpenStack
16 7 (0.072%) Oracle SOA Suite
17 5 (0.052%) Apache Pig
Applications
1 733 (7.55%) Microsoft Excel
2 108 (1.11%) Microsoft Office
3 106 (1.09%) Chatbot
4 66 (0.68%) Microsoft PowerPoint
5 33 (0.34%) UserZoom
6 26 (0.27%) MS Visio
7 25 (0.26%) Adobe Creative Suite
8 20 (0.21%) Spreadsheet
9 18 (0.19%) Adobe After Effects
9 18 (0.19%) Adobe Illustrator
10 17 (0.18%) Photoshop
11 14 (0.14%) InDesign
12 12 (0.12%) Microsoft Project
13 11 (0.11%) Simulink
14 8 (0.082%) LaTeX
14 8 (0.082%) SPSS
15 6 (0.062%) Adobe XD
15 6 (0.062%) Trello
16 5 (0.052%) Moqups
16 5 (0.052%) Sketch
Business Applications
1 114 (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 10 (0.10%) Elite 3E
9 8 (0.082%) Carpe Diem
9 8 (0.082%) Dynamics NAV
9 8 (0.082%) Sage 50
9 8 (0.082%) SAP MDG
10 7 (0.072%) Distributed Ledger
10 7 (0.072%) Salesforce CRM
11 5 (0.052%) Oracle ERP
11 5 (0.052%) Sage 200
12 4 (0.041%) Primavera
13 3 (0.031%) Magento
13 3 (0.031%) Oracle EBS
13 3 (0.031%) Q-Pulse
Cloud Services
1 2,872 (29.58%) Azure
2 1,633 (16.82%) AWS
3 1,267 (13.05%) Power Platform
4 1,207 (12.43%) Azure AI
5 742 (7.64%) SaaS
6 670 (6.90%) GCP
7 500 (5.15%) Microsoft 365
8 462 (4.76%) GitHub
9 369 (3.80%) Microsoft Copilot
10 336 (3.46%) Azure DevOps
11 307 (3.16%) Snowflake
12 292 (3.01%) Anthropic Claude
13 288 (2.97%) Serverless
14 224 (2.31%) Power Automate
15 223 (2.30%) Entra ID
16 218 (2.25%) GitHub Copilot
17 161 (1.66%) Cloud Computing
18 151 (1.56%) PowerApps
19 148 (1.52%) Azure Synapse Analytics
20 137 (1.41%) Microsoft Purview
Communications & Networking
1 217 (2.24%) Broadband
2 119 (1.23%) Internet
3 105 (1.08%) Firewall
4 99 (1.02%) Network Security
5 86 (0.89%) VPN
6 78 (0.80%) DNS
7 35 (0.36%) TCP/IP
7 35 (0.36%) WAN
8 29 (0.30%) BGP
8 29 (0.30%) DHCP
9 28 (0.29%) VLAN
10 22 (0.23%) Wireless
11 21 (0.22%) HTTP
12 20 (0.21%) OSPF
13 19 (0.20%) LAN
13 19 (0.20%) MQTT
14 18 (0.19%) 5G
14 18 (0.19%) VoIP
15 17 (0.18%) SMS
16 14 (0.14%) Wi-Fi
Database & Business Intelligence
1 989 (10.19%) Power BI
2 648 (6.67%) Tableau
3 279 (2.87%) MongoDB
4 253 (2.61%) Data Warehouse
5 242 (2.49%) SQL Server
6 226 (2.33%) PostgreSQL
7 209 (2.15%) Azure SQL Database
8 201 (2.07%) Data Lake
9 189 (1.95%) Metadata
10 167 (1.72%) NoSQL
11 127 (1.31%) Big Data
12 120 (1.24%) Relational Database
13 96 (0.99%) MySQL
14 85 (0.88%) BigQuery
15 61 (0.63%) DynamoDB
15 61 (0.63%) Redis
16 60 (0.62%) Delta Lake
16 60 (0.62%) Semantic Layer
17 58 (0.60%) Star Schema
18 57 (0.59%) Elasticsearch
Development Applications
1 327 (3.37%) Git
2 187 (1.93%) JIRA
3 173 (1.78%) Claude Code
4 127 (1.31%) Jenkins
5 106 (1.09%) GitLab
6 58 (0.60%) MLflow
7 42 (0.43%) Selenium
8 36 (0.37%) JUnit
9 35 (0.36%) Maven
10 32 (0.33%) Postman
11 31 (0.32%) Cypress.io
12 27 (0.28%) Snyk
13 20 (0.21%) Visual Studio Code
14 17 (0.18%) Cucumber
14 17 (0.18%) Mockito
15 14 (0.14%) Gatling
15 14 (0.14%) Spock
15 14 (0.14%) Vite
16 13 (0.13%) JMeter
17 10 (0.10%) REST Assured
General
1 3,010 (31.01%) Social Skills
2 2,183 (22.49%) Finance
3 1,083 (11.16%) Analytical Skills
4 831 (8.56%) Marketing
5 758 (7.81%) Inclusion and Diversity
6 572 (5.89%) Legal
7 541 (5.57%) Public Sector
8 508 (5.23%) Law
9 424 (4.37%) Banking
10 337 (3.47%) Retail
11 280 (2.88%) Influencing Skills
12 247 (2.54%) Organisational Skills
13 239 (2.46%) Games
14 224 (2.31%) Manufacturing
15 141 (1.45%) Presentation Skills
16 140 (1.44%) Financial Institution
17 117 (1.21%) Advertising
18 109 (1.12%) Telecoms
19 86 (0.89%) Legal Technology
20 74 (0.76%) Aerospace
Job Titles
1 1,736 (17.88%) Senior
2 1,055 (10.87%) Lead
3 1,009 (10.39%) Architect
4 931 (9.59%) Developer
5 923 (9.51%) Analyst
6 787 (8.11%) Artificial Intelligence Engineer
7 657 (6.77%) Software Engineer
8 575 (5.92%) Data Analyst
9 564 (5.81%) Junior
10 502 (5.17%) Junior Analyst
11 496 (5.11%) Junior Data Analyst
12 406 (4.18%) Solutions Architect
13 398 (4.10%) Data Engineer
14 383 (3.95%) Consultant
15 268 (2.76%) Senior Manager
16 251 (2.59%) Data Scientist
17 244 (2.51%) Python Engineer
18 228 (2.35%) Artificial Intelligence Architect
19 210 (2.16%) .NET Developer
20 208 (2.14%) Data Architect
Libraries, Frameworks & Software Standards
1 527 (5.43%) React
2 463 (4.77%) .NET
3 456 (4.70%) Terraform
4 301 (3.10%) REST
5 270 (2.78%) Node.js
6 249 (2.56%) LangChain
7 241 (2.48%) CSS
8 240 (2.47%) HTML
9 214 (2.20%) RESTful
10 207 (2.13%) ASP.NET
11 188 (1.94%) Kafka
12 187 (1.93%) ASP.NET Core
13 182 (1.87%) .NET Core
14 174 (1.79%) PyTorch
15 156 (1.61%) ML.NET
16 144 (1.48%) TensorFlow
17 136 (1.40%) Next.js
18 131 (1.35%) LangGraph
19 128 (1.32%) Blazor
20 122 (1.26%) Spring
Miscellaneous
1 704 (7.25%) Cloud Native
2 692 (7.13%) AI Agents
3 433 (4.46%) Onboarding
4 322 (3.32%) Distributed Systems
5 316 (3.26%) Product Ownership
6 220 (2.27%) Social Media
7 203 (2.09%) Management Information System
8 199 (2.05%) Self-Motivation
9 196 (2.02%) Blog
10 174 (1.79%) Algorithms
11 157 (1.62%) Enterprise Software
12 145 (1.49%) Low-Code
12 145 (1.49%) Robotics
13 130 (1.34%) Data Centre
14 121 (1.25%) Marketing Technology
15 115 (1.18%) Cyber Threat
16 101 (1.04%) Legacy Systems
17 96 (0.99%) Greenfield Project
18 93 (0.96%) Virtual Team
19 88 (0.91%) Mobile App
Operating Systems
1 243 (2.50%) Windows
2 238 (2.45%) Linux
3 71 (0.73%) Windows Server
4 59 (0.61%) Android
5 36 (0.37%) 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 8 (0.082%) Embedded Linux
11 7 (0.072%) Red Hat Enterprise Linux
11 7 (0.072%) Windows 10
12 6 (0.062%) Kali Linux
13 5 (0.052%) Windows Server 2019
14 3 (0.031%) CentOS
14 3 (0.031%) Gentoo
14 3 (0.031%) Robot Operating System
14 3 (0.031%) Solaris
15 1 (0.010%) AIX
Processes & Methodologies
1 2,055 (21.17%) Machine Learning
2 1,936 (19.94%) Analytics
3 1,614 (16.63%) Agile
4 1,485 (15.30%) Software Engineering
5 1,366 (14.07%) CI/CD
6 1,364 (14.05%) Roadmaps
7 1,306 (13.45%) Continuous Improvement
8 1,254 (12.92%) Problem-Solving
9 1,225 (12.62%) Business Intelligence
10 1,174 (12.09%) Decision-Making
11 1,107 (11.40%) LLM
12 1,034 (10.65%) Mentoring
13 982 (10.12%) DevOps
14 959 (9.88%) Stakeholder Management
15 881 (9.07%) Generative AI
16 816 (8.41%) Data Science
17 749 (7.72%) Full-Stack Development
18 677 (6.97%) Cybersecurity
19 625 (6.44%) Data Modelling
20 623 (6.42%) Data Engineering
Programming Languages
1 2,881 (29.68%) Python
2 1,821 (18.76%) SQL
3 562 (5.79%) JavaScript
4 550 (5.67%) C#
5 478 (4.92%) TypeScript
6 434 (4.47%) Java
7 201 (2.07%) C++
8 165 (1.70%) PowerShell
9 114 (1.17%) Go
10 110 (1.13%) Bash
11 74 (0.76%) Bicep
12 73 (0.75%) C
13 67 (0.69%) R
14 65 (0.67%) PHP
14 65 (0.67%) Scala
15 60 (0.62%) Rust
16 48 (0.49%) Ruby
17 44 (0.45%) Data Analysis Expressions
18 43 (0.44%) Kotlin
19 28 (0.29%) Kusto Query Language
Qualifications
1 1,053 (10.85%) Degree
2 951 (9.80%) Azure Certification
3 704 (7.25%) Security Cleared
4 404 (4.16%) SC Cleared
5 281 (2.89%) Computer Science Degree
6 217 (2.24%) Master's Degree
7 202 (2.08%) DV Cleared
8 163 (1.68%) AWS Certification
9 153 (1.58%) CISSP
10 120 (1.24%) PhD
11 110 (1.13%) CISM
12 105 (1.08%) ACCA
12 105 (1.08%) Microsoft Certification
13 87 (0.90%) CIMA
14 74 (0.76%) DBS Check
15 73 (0.75%) AWS Certified Solutions Architect
16 66 (0.68%) A+ Certification
17 64 (0.66%) Network+ Certification
18 52 (0.54%) BPSS Clearance
19 50 (0.52%) MBA
Quality Assurance & Compliance
1 552 (5.69%) Data Quality
2 347 (3.57%) Accessibility
3 329 (3.39%) QA
4 283 (2.92%) GDPR
5 177 (1.82%) ISO/IEC 27001
6 124 (1.28%) GRC
7 122 (1.26%) NIST
8 84 (0.87%) SLA
9 70 (0.72%) WCAG
10 60 (0.62%) Cyber Essentials
11 40 (0.41%) PMO
12 36 (0.37%) NCSC
13 32 (0.33%) Cyber Essentials PLUS
14 31 (0.32%) California Consumer Privacy Act
15 30 (0.31%) IFRS
15 30 (0.31%) PCI DSS
16 24 (0.25%) Actionable Recommendations
16 24 (0.25%) ISO/IEC 42001
17 23 (0.24%) EU AI Act
18 20 (0.21%) SOC 2
System Software
1 540 (5.56%) Docker
2 169 (1.74%) Active Directory
3 99 (1.02%) Virtual Machines
4 60 (0.62%) VMware Infrastructure
5 26 (0.27%) Firmware
6 25 (0.26%) Hyper-V
7 22 (0.23%) Virtual Desktop
8 19 (0.20%) vSphere
9 12 (0.12%) Embedded Firmware
10 8 (0.082%) Ceph
11 6 (0.062%) IAG
12 4 (0.041%) VMware ESXi
12 4 (0.041%) 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
1 562 (5.79%) Kubernetes
2 152 (1.57%) Microsoft Intune
3 83 (0.85%) Ansible
4 82 (0.84%) Grafana
5 64 (0.66%) Prometheus
6 28 (0.29%) Puppet
7 22 (0.23%) Single Sign-On
8 21 (0.22%) Argo
9 18 (0.19%) Kubeflow
9 18 (0.19%) Podman
10 14 (0.14%) Progress Chef
11 12 (0.12%) Istio
12 7 (0.072%) Check_MK
12 7 (0.072%) Nagios
12 7 (0.072%) Nessus
12 7 (0.072%) Proxmox
13 6 (0.062%) Hadoop YARN
13 6 (0.062%) SCCM
14 5 (0.052%) Microsoft Clustering
14 5 (0.052%) Packer
Vendors
1 2,203 (22.69%) Microsoft
2 460 (4.74%) Databricks
3 458 (4.72%) Google
4 280 (2.88%) OpenAI
5 189 (1.95%) Adobe
6 184 (1.90%) Salesforce
7 131 (1.35%) SAP
8 121 (1.25%) Cisco
9 110 (1.13%) Oracle
10 105 (1.08%) ServiceNow
11 101 (1.04%) Foundry
12 91 (0.94%) Dell
13 90 (0.93%) YouTube
14 80 (0.82%) HubSpot
15 71 (0.73%) Apple
16 70 (0.72%) VMware
17 62 (0.64%) CyberArk
17 62 (0.64%) Facebook
18 50 (0.52%) Sage
19 48 (0.49%) Palo Alto