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

6 months to
4 Sep 2026
Same period 2025 Same period 2024
Rank 8 10 41
Rank change year-on-year +2 +31 +55
Permanent jobs citing AI 9,512 5,283 3,741
As % of all permanent jobs in the UK 8.62% 10.77% 4.71%
As % of the Processes & Methodologies category 11.81% 12.17% 5.84%
Number of salaries quoted 5,377 1,532 1,679
10th Percentile £41,250 £30,075 £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 £112,500 £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 80,539 43,404 64,098
As % of all permanent jobs advertised in the UK 73.01% 88.47% 80.63%
Number of salaries quoted 56,017 24,525 38,712
10th Percentile £31,250 £28,500 £31,250
25th Percentile £41,500 £36,250 £41,250
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 £96,650 £95,000
UK excluding London median annual salary £55,000 £47,500 £52,000
% change year-on-year +15.79% -8.65% -5.04%

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 4 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 4 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 8,379 £72,500 +3.57% 15,316
UK excluding London -4 5,435 £65,000 +13.04% 6,181
London +10 3,451 £85,000 - 10,879
Work from Home -1 3,033 £70,000 +16.67% 6,636
North of England +2 1,622 £66,000 +14.78% 1,394
South East -7 1,195 £62,500 +19.05% 1,393
North West +20 892 £68,750 +14.58% 893
Midlands -10 830 £60,000 - 635
South West +7 624 £69,056 +25.56% 879
West Midlands -6 558 £62,000 +3.33% 387
East of England +30 525 £60,000 +6.67% 639
Yorkshire -9 469 £65,000 +13.04% 380
Scotland -8 285 £75,000 +15.38% 823
East Midlands -19 272 £52,500 -19.23% 247
North East 0 261 £65,000 +90.24% 129
Wales +8 222 £66,000 +20.00% 94
Northern Ireland +8 156 £74,830 -14.48% 374

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
1 258 (2.71%) SharePoint
2 116 (1.22%) Confluence
3 96 (1.01%) Apache Airflow
3 96 (1.01%) Apache Spark
4 85 (0.89%) CMS
5 72 (0.76%) Apache
5 72 (0.76%) Microsoft Exchange
6 38 (0.40%) WordPress
7 31 (0.33%) SAS
8 30 (0.32%) Palantir Foundry
9 17 (0.18%) Jupyter
10 12 (0.13%) Camunda
10 12 (0.13%) IIS
11 9 (0.095%) nginx
11 9 (0.095%) Sitecore CMS
12 8 (0.084%) Adobe Experience Manager
12 8 (0.084%) Headless CMS
12 8 (0.084%) OpenStack
13 7 (0.074%) Oracle SOA Suite
14 5 (0.053%) Apache Pig
Applications
1 719 (7.56%) Microsoft Excel
2 104 (1.09%) Chatbot
3 103 (1.08%) Microsoft Office
4 63 (0.66%) Microsoft PowerPoint
5 33 (0.35%) UserZoom
6 26 (0.27%) MS Visio
7 23 (0.24%) Adobe Creative Suite
8 19 (0.20%) Adobe After Effects
9 18 (0.19%) Adobe Illustrator
9 18 (0.19%) Spreadsheet
10 16 (0.17%) Photoshop
11 14 (0.15%) InDesign
12 12 (0.13%) Microsoft Project
13 10 (0.11%) Simulink
14 8 (0.084%) LaTeX
14 8 (0.084%) SPSS
15 6 (0.063%) Adobe Premiere
15 6 (0.063%) Adobe XD
15 6 (0.063%) Trello
16 5 (0.053%) Sketch
Business Applications
1 112 (1.18%) Dynamics CRM
2 54 (0.57%) SAP S/4HANA
3 28 (0.29%) Dynamics GP
4 24 (0.25%) Cloudability
5 21 (0.22%) NetSuite
6 12 (0.13%) Payment Gateway
7 11 (0.12%) Shopify
8 9 (0.095%) Elite 3E
9 8 (0.084%) Dynamics NAV
9 8 (0.084%) Sage 50
9 8 (0.084%) SAP MDG
10 7 (0.074%) Carpe Diem
10 7 (0.074%) Distributed Ledger
11 6 (0.063%) Salesforce CRM
12 5 (0.053%) Oracle ERP
12 5 (0.053%) Sage 200
13 3 (0.032%) Integrated Workplace Management System
13 3 (0.032%) Oracle EBS
13 3 (0.032%) Primavera
13 3 (0.032%) Q-Pulse
Cloud Services
1 2,836 (29.81%) Azure
2 1,603 (16.85%) AWS
3 1,245 (13.09%) Power Platform
4 1,203 (12.65%) Azure AI
5 720 (7.57%) SaaS
6 657 (6.91%) GCP
7 479 (5.04%) Microsoft 365
8 453 (4.76%) GitHub
9 359 (3.77%) Microsoft Copilot
10 332 (3.49%) Azure DevOps
11 301 (3.16%) Snowflake
12 285 (3.00%) Anthropic Claude
12 285 (3.00%) Serverless
13 219 (2.30%) Power Automate
14 217 (2.28%) Entra ID
14 217 (2.28%) GitHub Copilot
15 159 (1.67%) Cloud Computing
16 148 (1.56%) Azure Synapse Analytics
17 146 (1.53%) PowerApps
18 133 (1.40%) dbt
Communications & Networking
1 234 (2.46%) Broadband
2 117 (1.23%) Internet
3 102 (1.07%) Firewall
4 96 (1.01%) Network Security
5 82 (0.86%) VPN
6 74 (0.78%) DNS
7 35 (0.37%) WAN
8 34 (0.36%) TCP/IP
9 29 (0.30%) BGP
10 28 (0.29%) VLAN
11 26 (0.27%) DHCP
12 21 (0.22%) HTTP
12 21 (0.22%) Wireless
13 20 (0.21%) OSPF
14 19 (0.20%) LAN
14 19 (0.20%) MQTT
15 18 (0.19%) VoIP
16 16 (0.17%) SMS
17 14 (0.15%) CTI
18 13 (0.14%) Wi-Fi
Database & Business Intelligence
1 971 (10.21%) Power BI
2 647 (6.80%) Tableau
3 278 (2.92%) MongoDB
4 251 (2.64%) Data Warehouse
5 238 (2.50%) SQL Server
6 224 (2.35%) PostgreSQL
7 208 (2.19%) Azure SQL Database
8 198 (2.08%) Data Lake
9 186 (1.96%) Metadata
10 165 (1.73%) NoSQL
11 125 (1.31%) Big Data
12 117 (1.23%) Relational Database
13 96 (1.01%) MySQL
14 83 (0.87%) BigQuery
15 60 (0.63%) Redis
15 60 (0.63%) Semantic Layer
16 59 (0.62%) DynamoDB
17 58 (0.61%) Star Schema
18 57 (0.60%) Delta Lake
18 57 (0.60%) Elasticsearch
Development Applications
1 319 (3.35%) Git
2 180 (1.89%) JIRA
3 167 (1.76%) Claude Code
4 128 (1.35%) Jenkins
5 102 (1.07%) GitLab
6 57 (0.60%) MLflow
7 41 (0.43%) Selenium
8 36 (0.38%) JUnit
9 35 (0.37%) Maven
10 31 (0.33%) Postman
11 30 (0.32%) 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
17 13 (0.14%) JMeter
17 13 (0.14%) Vite
18 10 (0.11%) REST Assured
General
1 2,958 (31.10%) Social Skills
2 2,107 (22.15%) Finance
3 1,046 (11.00%) Analytical Skills
4 797 (8.38%) Marketing
5 747 (7.85%) Inclusion and Diversity
6 565 (5.94%) Legal
7 532 (5.59%) Public Sector
8 503 (5.29%) Law
9 405 (4.26%) Banking
10 330 (3.47%) Retail
11 271 (2.85%) Influencing Skills
12 251 (2.64%) Games
13 233 (2.45%) Organisational Skills
14 213 (2.24%) Manufacturing
15 136 (1.43%) Financial Institution
15 136 (1.43%) Presentation Skills
16 113 (1.19%) Advertising
17 102 (1.07%) Telecoms
18 84 (0.88%) Legal Technology
19 71 (0.75%) Aerospace
Job Titles
1 1,691 (17.78%) Senior
2 1,037 (10.90%) Lead
3 989 (10.40%) Architect
4 920 (9.67%) Developer
5 913 (9.60%) Analyst
6 775 (8.15%) Artificial Intelligence Engineer
7 636 (6.69%) Software Engineer
8 573 (6.02%) Data Analyst
9 564 (5.93%) Junior
10 502 (5.28%) Junior Analyst
11 496 (5.21%) Junior Data Analyst
12 400 (4.21%) Solutions Architect
13 390 (4.10%) Data Engineer
14 380 (3.99%) Consultant
15 260 (2.73%) Senior Manager
16 244 (2.57%) Data Scientist
17 236 (2.48%) Python Engineer
18 225 (2.37%) Artificial Intelligence Architect
19 210 (2.21%) .NET Developer
20 207 (2.18%) Data Architect
Libraries, Frameworks & Software Standards
1 521 (5.48%) React
2 458 (4.81%) .NET
3 445 (4.68%) Terraform
4 290 (3.05%) REST
5 266 (2.80%) Node.js
6 246 (2.59%) LangChain
7 237 (2.49%) CSS
8 236 (2.48%) HTML
9 212 (2.23%) RESTful
10 206 (2.17%) ASP.NET
11 187 (1.97%) ASP.NET Core
12 185 (1.94%) Kafka
13 182 (1.91%) .NET Core
14 171 (1.80%) PyTorch
15 156 (1.64%) ML.NET
16 141 (1.48%) TensorFlow
17 135 (1.42%) Next.js
18 129 (1.36%) LangGraph
19 128 (1.35%) Blazor
20 119 (1.25%) Spring
Miscellaneous
1 689 (7.24%) Cloud Native
2 669 (7.03%) AI Agents
3 415 (4.36%) Onboarding
4 312 (3.28%) Distributed Systems
5 309 (3.25%) Product Ownership
6 233 (2.45%) Social Media
7 195 (2.05%) Self-Motivation
8 194 (2.04%) Blog
8 194 (2.04%) Management Information System
9 169 (1.78%) Algorithms
10 152 (1.60%) Enterprise Software
11 146 (1.53%) Low-Code
12 144 (1.51%) Robotics
13 128 (1.35%) Data Centre
14 113 (1.19%) Marketing Technology
15 111 (1.17%) Cyber Threat
16 101 (1.06%) Legacy Systems
17 95 (1.00%) Greenfield Project
18 91 (0.96%) Virtual Team
19 86 (0.90%) Mobile App
Operating Systems
1 238 (2.50%) Windows
2 227 (2.39%) Linux
3 69 (0.73%) Windows Server
4 57 (0.60%) Android
5 35 (0.37%) Apple iOS
6 25 (0.26%) VMS
7 19 (0.20%) Unix
8 18 (0.19%) Ubuntu
9 17 (0.18%) Mac OS
10 9 (0.095%) Debian
11 7 (0.074%) Embedded Linux
11 7 (0.074%) Red Hat Enterprise Linux
12 6 (0.063%) Kali Linux
12 6 (0.063%) Windows 10
13 5 (0.053%) Windows Server 2019
14 3 (0.032%) CentOS
14 3 (0.032%) Gentoo
14 3 (0.032%) Solaris
15 2 (0.021%) Robot Operating System
16 1 (0.011%) Windows Server 2016
Processes & Methodologies
1 2,029 (21.33%) Machine Learning
2 1,903 (20.01%) Analytics
3 1,617 (17.00%) Agile
4 1,444 (15.18%) Software Engineering
5 1,350 (14.19%) Roadmaps
6 1,338 (14.07%) CI/CD
7 1,260 (13.25%) Continuous Improvement
8 1,222 (12.85%) Problem-Solving
9 1,195 (12.56%) Business Intelligence
10 1,149 (12.08%) Decision-Making
11 1,090 (11.46%) LLM
12 1,006 (10.58%) Mentoring
13 962 (10.11%) DevOps
14 918 (9.65%) Stakeholder Management
15 860 (9.04%) Generative AI
16 797 (8.38%) Data Science
17 743 (7.81%) Full-Stack Development
18 661 (6.95%) Cybersecurity
19 612 (6.43%) Data Engineering
20 611 (6.42%) Data Modelling
Programming Languages
1 2,845 (29.91%) Python
2 1,790 (18.82%) SQL
3 554 (5.82%) JavaScript
4 543 (5.71%) C#
5 465 (4.89%) TypeScript
6 424 (4.46%) Java
7 192 (2.02%) C++
8 158 (1.66%) PowerShell
9 112 (1.18%) Go
10 106 (1.11%) Bash
11 74 (0.78%) Bicep
12 71 (0.75%) C
13 65 (0.68%) Scala
14 64 (0.67%) PHP
14 64 (0.67%) R
15 59 (0.62%) Rust
16 48 (0.50%) Ruby
17 43 (0.45%) Data Analysis Expressions
17 43 (0.45%) Kotlin
18 27 (0.28%) Kusto Query Language
Qualifications
1 1,027 (10.80%) Degree
2 950 (9.99%) Azure Certification
3 679 (7.14%) Security Cleared
4 385 (4.05%) SC Cleared
5 275 (2.89%) Computer Science Degree
6 215 (2.26%) Master's Degree
7 201 (2.11%) DV Cleared
8 159 (1.67%) AWS Certification
9 149 (1.57%) CISSP
10 117 (1.23%) PhD
11 109 (1.15%) CISM
12 100 (1.05%) ACCA
12 100 (1.05%) Microsoft Certification
13 83 (0.87%) CIMA
14 72 (0.76%) AWS Certified Solutions Architect
15 67 (0.70%) DBS Check
16 65 (0.68%) A+ Certification
17 63 (0.66%) Network+ Certification
18 51 (0.54%) BPSS Clearance
19 49 (0.52%) MBA
Quality Assurance & Compliance
1 526 (5.53%) Data Quality
2 355 (3.73%) Accessibility
3 324 (3.41%) QA
4 273 (2.87%) GDPR
5 172 (1.81%) ISO/IEC 27001
6 120 (1.26%) GRC
6 120 (1.26%) NIST
7 81 (0.85%) SLA
8 68 (0.71%) WCAG
9 58 (0.61%) Cyber Essentials
10 41 (0.43%) PMO
11 36 (0.38%) NCSC
12 32 (0.34%) California Consumer Privacy Act
13 31 (0.33%) Cyber Essentials PLUS
14 30 (0.32%) IFRS
14 30 (0.32%) PCI DSS
15 24 (0.25%) Actionable Recommendations
16 23 (0.24%) ISO/IEC 42001
17 21 (0.22%) EU AI Act
18 19 (0.20%) SOC 2
System Software
1 532 (5.59%) Docker
2 167 (1.76%) Active Directory
3 98 (1.03%) Virtual Machines
4 58 (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 (0.13%) Embedded Firmware
10 8 (0.084%) Ceph
11 6 (0.063%) IAG
12 4 (0.042%) VMware ESXi
12 4 (0.042%) VMware NSX
13 2 (0.021%) Lustre
13 2 (0.021%) ProxySG
13 2 (0.021%) Slurm Workload Manager
14 1 (0.011%) Apache Flume
Systems Management
1 554 (5.82%) Kubernetes
2 150 (1.58%) Microsoft Intune
3 81 (0.85%) Ansible
4 79 (0.83%) Grafana
5 61 (0.64%) Prometheus
6 28 (0.29%) Puppet
7 21 (0.22%) Single Sign-On
8 20 (0.21%) Argo
9 19 (0.20%) Kubeflow
10 17 (0.18%) Podman
11 14 (0.15%) Progress Chef
12 12 (0.13%) Istio
13 7 (0.074%) Check_MK
13 7 (0.074%) Nagios
13 7 (0.074%) Nessus
14 6 (0.063%) Hadoop YARN
14 6 (0.063%) Proxmox
14 6 (0.063%) SCCM
15 5 (0.053%) Microsoft Clustering
15 5 (0.053%) Packer
Vendors
1 2,151 (22.61%) Microsoft
2 451 (4.74%) Databricks
3 434 (4.56%) Google
4 279 (2.93%) OpenAI
5 203 (2.13%) Adobe
6 177 (1.86%) Salesforce
7 129 (1.36%) SAP
8 121 (1.27%) Cisco
9 105 (1.10%) Oracle
10 102 (1.07%) ServiceNow
11 101 (1.06%) Foundry
12 92 (0.97%) Dell
13 89 (0.94%) YouTube
14 77 (0.81%) HubSpot
15 70 (0.74%) Apple
16 67 (0.70%) VMware
17 62 (0.65%) CyberArk
17 62 (0.65%) Facebook
18 48 (0.50%) Palo Alto
19 44 (0.46%) Sage