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

6 months to
29 Sep 2026
Same period 2025 Same period 2024
Rank 8 9 51
Rank change year-on-year +1 +42 +38
Permanent jobs citing AI 10,024 5,988 3,113
As % of all permanent jobs in the UK 8.52% 12.20% 4.15%
As % of the Processes & Methodologies category 11.65% 13.70% 5.08%
Number of salaries quoted 5,730 1,587 1,526
10th Percentile £41,250 £34,250 £41,250
25th Percentile £52,500 £49,750 £55,000
Median annual salary (50th Percentile) £74,250 £70,000 £75,000
Median % change year-on-year +6.07% -6.67% -
75th Percentile £95,000 £97,500 £93,750
90th Percentile £110,000 £121,250 £115,000
UK excluding London median annual salary £65,000 £60,000 £65,000
% change year-on-year +8.33% -7.69% -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 86,023 43,711 61,337
As % of all permanent jobs advertised in the UK 73.11% 89.05% 81.75%
Number of salaries quoted 59,242 24,267 33,446
10th Percentile £31,250 £28,500 £32,500
25th Percentile £41,880 £36,250 £42,500
Median annual salary (50th Percentile) £60,000 £55,000 £58,000
Median % change year-on-year +9.09% -5.17% -3.33%
75th Percentile £79,688 £75,000 £77,500
90th Percentile £100,000 £95,000 £96,250
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 29 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 29 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 +1 8,790 £74,250 +6.07% 17,059
UK excluding London -7 5,552 £65,000 +8.33% 6,546
London +9 3,770 £85,000 +6.25% 11,457
Work from Home -3 3,215 £70,752 +8.85% 6,629
North of England -5 1,640 £67,445 +12.41% 1,688
South East -6 1,260 £62,500 +19.05% 1,474
North West +11 969 £67,500 +8.00% 1,048
Midlands -12 815 £62,000 +3.33% 763
South West -1 656 £69,973 +16.62% 801
West Midlands -8 558 £62,500 +4.58% 522
East of England +14 510 £60,100 +4.52% 603
Yorkshire -10 418 £69,607 -7.19% 477
Scotland -6 297 £85,000 +25.93% 759
East Midlands -26 257 £52,500 -19.23% 241
North East -8 253 £65,750 +92.43% 169
Wales +2 242 £66,000 +20.00% 132
Northern Ireland +9 153 £74,830 -3.45% 368

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
1 296 (2.95%) SharePoint
2 132 (1.32%) Confluence
3 90 (0.90%) CMS
4 85 (0.85%) Microsoft Exchange
5 83 (0.83%) Apache Spark
6 76 (0.76%) Apache
7 72 (0.72%) Apache Airflow
8 42 (0.42%) WordPress
9 34 (0.34%) SAS
10 22 (0.22%) Palantir Foundry
11 15 (0.15%) IIS
11 15 (0.15%) Jupyter
12 12 (0.12%) Camunda
12 12 (0.12%) nginx
13 10 (0.100%) Adobe Experience Manager
13 10 (0.100%) Headless CMS
14 9 (0.090%) Sitecore CMS
15 8 (0.080%) OpenStack
16 7 (0.070%) Oracle SOA Suite
16 7 (0.070%) Oracle Workflow
Applications
1 569 (5.68%) Microsoft Excel
2 136 (1.36%) Microsoft Office
3 97 (0.97%) Chatbot
4 83 (0.83%) Microsoft PowerPoint
5 39 (0.39%) MS Visio
6 30 (0.30%) Adobe Creative Suite
7 24 (0.24%) UserZoom
8 21 (0.21%) Spreadsheet
9 20 (0.20%) Adobe Illustrator
10 19 (0.19%) Photoshop
11 17 (0.17%) Adobe After Effects
12 15 (0.15%) Microsoft Project
12 15 (0.15%) Simulink
13 14 (0.14%) InDesign
14 8 (0.080%) LaTeX
14 8 (0.080%) SPSS
14 8 (0.080%) Trello
15 7 (0.070%) Moqups
15 7 (0.070%) Revit
16 6 (0.060%) Adobe XD
Business Applications
1 131 (1.31%) Dynamics CRM
2 59 (0.59%) SAP S/4HANA
3 28 (0.28%) Dynamics GP
4 24 (0.24%) Cloudability
5 21 (0.21%) NetSuite
6 16 (0.16%) Shopify
7 12 (0.12%) Payment Gateway
8 11 (0.11%) Distributed Ledger
9 10 (0.100%) Elite 3E
10 8 (0.080%) Carpe Diem
10 8 (0.080%) Dynamics NAV
10 8 (0.080%) Sage 50
10 8 (0.080%) Salesforce CRM
10 8 (0.080%) SAP MDG
11 7 (0.070%) Oracle Procure-to-Pay
12 6 (0.060%) Dynamics AX
13 5 (0.050%) Sage 200
14 4 (0.040%) Magento
14 4 (0.040%) SAP BPC
14 4 (0.040%) SAP PSCD
Cloud Services
1 2,651 (26.45%) Azure
2 1,696 (16.92%) AWS
3 1,108 (11.05%) Power Platform
4 903 (9.01%) Azure AI
5 790 (7.88%) SaaS
6 707 (7.05%) GCP
7 561 (5.60%) Microsoft 365
8 502 (5.01%) GitHub
9 429 (4.28%) Microsoft Copilot
10 351 (3.50%) Azure DevOps
11 312 (3.11%) Anthropic Claude
12 309 (3.08%) Serverless
13 268 (2.67%) Snowflake
14 256 (2.55%) Power Automate
15 229 (2.28%) Entra ID
16 228 (2.27%) GitHub Copilot
17 166 (1.66%) PowerApps
18 161 (1.61%) Copilot Studio
19 150 (1.50%) Microsoft Purview
20 147 (1.47%) Cloud Computing
Communications & Networking
1 141 (1.41%) Broadband
2 136 (1.36%) Internet
3 117 (1.17%) Firewall
4 103 (1.03%) Network Security
5 97 (0.97%) VPN
6 82 (0.82%) DNS
7 41 (0.41%) WAN
8 39 (0.39%) TCP/IP
9 32 (0.32%) 5G
9 32 (0.32%) DHCP
10 30 (0.30%) VLAN
11 29 (0.29%) BGP
12 26 (0.26%) Wireless
13 24 (0.24%) HTTP
13 24 (0.24%) LAN
14 20 (0.20%) OSPF
14 20 (0.20%) SMS
15 19 (0.19%) VoIP
16 18 (0.18%) MQTT
17 15 (0.15%) Wi-Fi
Database & Business Intelligence
1 804 (8.02%) Power BI
2 414 (4.13%) Tableau
3 270 (2.69%) MongoDB
4 245 (2.44%) PostgreSQL
5 238 (2.37%) SQL Server
6 220 (2.19%) Data Warehouse
7 213 (2.12%) Metadata
8 199 (1.99%) Azure SQL Database
9 172 (1.72%) NoSQL
10 167 (1.67%) Data Lake
11 138 (1.38%) Big Data
12 133 (1.33%) Relational Database
13 104 (1.04%) MySQL
14 75 (0.75%) BigQuery
15 68 (0.68%) Redis
16 65 (0.65%) DynamoDB
17 63 (0.63%) Semantic Layer
18 60 (0.60%) Star Schema
19 59 (0.59%) Amazon RDS
20 58 (0.58%) Delta Lake
Development Applications
1 355 (3.54%) Git
2 220 (2.19%) JIRA
3 198 (1.98%) Claude Code
4 130 (1.30%) Jenkins
5 121 (1.21%) GitLab
6 48 (0.48%) MLflow
7 37 (0.37%) Selenium
8 36 (0.36%) JUnit
9 35 (0.35%) Maven
10 33 (0.33%) Postman
11 29 (0.29%) Cypress.io
12 27 (0.27%) Snyk
13 19 (0.19%) Cucumber
14 17 (0.17%) Mockito
14 17 (0.17%) Visual Studio Code
15 15 (0.15%) Vite
16 14 (0.14%) Spock
16 14 (0.14%) TeamCity
17 13 (0.13%) Gatling
18 11 (0.11%) REST Assured
General
1 2,976 (29.69%) Social Skills
2 2,406 (24.00%) Finance
3 1,172 (11.69%) Analytical Skills
4 962 (9.60%) Marketing
5 811 (8.09%) Inclusion and Diversity
6 612 (6.11%) Legal
7 602 (6.01%) Public Sector
8 528 (5.27%) Law
9 487 (4.86%) Banking
10 380 (3.79%) Retail
11 316 (3.15%) Influencing Skills
12 272 (2.71%) Organisational Skills
13 253 (2.52%) Manufacturing
14 182 (1.82%) Games
15 155 (1.55%) Financial Institution
16 151 (1.51%) Presentation Skills
17 144 (1.44%) Advertising
18 131 (1.31%) Telecoms
19 96 (0.96%) Legal Technology
20 89 (0.89%) Aerospace
Job Titles
1 1,928 (19.23%) Senior
2 1,089 (10.86%) Lead
3 1,039 (10.37%) Architect
4 984 (9.82%) Developer
5 796 (7.94%) Artificial Intelligence Engineer
6 746 (7.44%) Analyst
7 741 (7.39%) Software Engineer
8 411 (4.10%) Data Engineer
9 406 (4.05%) Consultant
10 403 (4.02%) Solutions Architect
11 364 (3.63%) Data Analyst
12 344 (3.43%) Junior
13 324 (3.23%) Senior Manager
14 283 (2.82%) Junior Analyst
15 276 (2.75%) Junior Data Analyst
16 267 (2.66%) Python Engineer
17 261 (2.60%) Data Scientist
18 242 (2.41%) Artificial Intelligence Architect
19 222 (2.21%) Senior Developer
20 211 (2.10%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 553 (5.52%) React
2 498 (4.97%) Terraform
3 489 (4.88%) .NET
4 336 (3.35%) REST
5 279 (2.78%) Node.js
6 247 (2.46%) LangChain
7 239 (2.38%) HTML
8 235 (2.34%) CSS
9 213 (2.12%) RESTful
10 198 (1.98%) ASP.NET
11 178 (1.78%) ASP.NET Core
12 175 (1.75%) Kafka
13 174 (1.74%) .NET Core
14 155 (1.55%) PyTorch
15 148 (1.48%) ML.NET
16 139 (1.39%) LangGraph
16 139 (1.39%) Spring
17 138 (1.38%) Next.js
18 131 (1.31%) TensorFlow
19 122 (1.22%) Blazor
Miscellaneous
1 781 (7.79%) AI Agents
2 717 (7.15%) Cloud Native
3 469 (4.68%) Onboarding
4 349 (3.48%) Distributed Systems
5 334 (3.33%) Product Ownership
6 273 (2.72%) Management Information System
7 209 (2.08%) Self-Motivation
8 202 (2.02%) Blog
9 199 (1.99%) Social Media
10 186 (1.86%) Algorithms
11 181 (1.81%) Enterprise Software
12 152 (1.52%) Robotics
13 151 (1.51%) Low-Code
14 140 (1.40%) Cyber Threat
15 134 (1.34%) Marketing Technology
16 133 (1.33%) Data Centre
17 105 (1.05%) Greenfield Project
18 102 (1.02%) Legacy Systems
19 96 (0.96%) IoT
20 94 (0.94%) Mobile App
Operating Systems
1 257 (2.56%) Linux
1 257 (2.56%) Windows
2 74 (0.74%) Windows Server
3 54 (0.54%) Android
4 35 (0.35%) Apple iOS
5 26 (0.26%) Unix
6 25 (0.25%) Mac OS
6 25 (0.25%) VMS
7 22 (0.22%) Ubuntu
8 11 (0.11%) Debian
8 11 (0.11%) Embedded Linux
9 9 (0.090%) Windows 10
10 8 (0.080%) Red Hat Enterprise Linux
11 6 (0.060%) CentOS
11 6 (0.060%) Kali Linux
11 6 (0.060%) Windows Server 2019
12 5 (0.050%) Solaris
13 4 (0.040%) Robot Operating System
14 3 (0.030%) AIX
14 3 (0.030%) Rocky
Processes & Methodologies
1 2,038 (20.33%) Machine Learning
2 1,971 (19.66%) Analytics
3 1,609 (16.05%) Software Engineering
4 1,601 (15.97%) Agile
5 1,450 (14.47%) Continuous Improvement
6 1,435 (14.32%) CI/CD
7 1,359 (13.56%) Problem-Solving
8 1,337 (13.34%) Roadmaps
9 1,239 (12.36%) Decision-Making
10 1,152 (11.49%) LLM
11 1,139 (11.36%) Stakeholder Management
12 1,075 (10.72%) Mentoring
13 1,040 (10.38%) Business Intelligence
14 1,030 (10.28%) DevOps
15 936 (9.34%) Generative AI
16 825 (8.23%) Data Science
17 763 (7.61%) Full-Stack Development
18 749 (7.47%) Cybersecurity
19 663 (6.61%) Stakeholder Engagement
20 654 (6.52%) Coaching
Programming Languages
1 2,688 (26.82%) Python
2 1,627 (16.23%) SQL
3 600 (5.99%) C#
4 588 (5.87%) JavaScript
5 527 (5.26%) TypeScript
6 460 (4.59%) Java
7 217 (2.16%) C++
8 178 (1.78%) PowerShell
9 120 (1.20%) Go
10 119 (1.19%) Bash
11 78 (0.78%) R
12 77 (0.77%) PHP
13 76 (0.76%) C
14 69 (0.69%) Bicep
15 68 (0.68%) Scala
16 66 (0.66%) Rust
17 51 (0.51%) Ruby
18 44 (0.44%) Data Analysis Expressions
19 37 (0.37%) Kotlin
20 30 (0.30%) Kusto Query Language
Qualifications
1 1,097 (10.94%) Degree
2 831 (8.29%) Security Cleared
3 690 (6.88%) Azure Certification
4 484 (4.83%) SC Cleared
5 301 (3.00%) Computer Science Degree
6 221 (2.20%) Master's Degree
7 211 (2.10%) DV Cleared
8 179 (1.79%) AWS Certification
9 165 (1.65%) CISSP
10 132 (1.32%) ACCA
11 129 (1.29%) Microsoft Certification
12 127 (1.27%) PhD
13 121 (1.21%) CISM
14 113 (1.13%) CIMA
15 104 (1.04%) DBS Check
16 77 (0.77%) AWS Certified Solutions Architect
17 67 (0.67%) A+ Certification
18 66 (0.66%) Network+ Certification
19 63 (0.63%) BPSS Clearance
20 57 (0.57%) MBA
Quality Assurance & Compliance
1 615 (6.14%) Data Quality
2 341 (3.40%) QA
3 333 (3.32%) Accessibility
4 308 (3.07%) GDPR
5 198 (1.98%) ISO/IEC 27001
6 141 (1.41%) NIST
7 123 (1.23%) GRC
8 92 (0.92%) SLA
9 68 (0.68%) Cyber Essentials
10 57 (0.57%) WCAG
11 49 (0.49%) NCSC
12 43 (0.43%) PMO
13 35 (0.35%) PCI DSS
14 34 (0.34%) Cyber Essentials PLUS
15 31 (0.31%) Actionable Recommendations
16 27 (0.27%) ISO/IEC 42001
17 26 (0.26%) EU AI Act
18 23 (0.23%) IFRS
18 23 (0.23%) NIST 800
19 19 (0.19%) SOC 2
System Software
1 567 (5.66%) Docker
2 176 (1.76%) Active Directory
3 70 (0.70%) VMware Infrastructure
4 67 (0.67%) Virtual Machines
5 27 (0.27%) Hyper-V
6 25 (0.25%) Virtual Desktop
7 24 (0.24%) Firmware
8 22 (0.22%) vSphere
9 12 (0.12%) Embedded Firmware
10 8 (0.080%) Ceph
11 6 (0.060%) IAG
11 6 (0.060%) VMware ESXi
12 4 (0.040%) Slurm Workload Manager
12 4 (0.040%) VMware NSX
13 2 (0.020%) Lustre
13 2 (0.020%) NFS
13 2 (0.020%) ProxySG
14 1 (0.010%) KVM
14 1 (0.010%) Snort
14 1 (0.010%) VMware Workstation
Systems Management
1 601 (6.00%) Kubernetes
2 155 (1.55%) Microsoft Intune
3 100 (1.00%) Grafana
4 93 (0.93%) Ansible
5 75 (0.75%) Prometheus
6 33 (0.33%) Puppet
7 26 (0.26%) Argo
8 23 (0.23%) Single Sign-On
9 18 (0.18%) Podman
10 17 (0.17%) Kubeflow
10 17 (0.17%) Progress Chef
11 12 (0.12%) Istio
12 8 (0.080%) Nessus
12 8 (0.080%) Proxmox
13 7 (0.070%) Check_MK
13 7 (0.070%) Nagios
14 6 (0.060%) Autotask
14 6 (0.060%) CASB
14 6 (0.060%) Hadoop YARN
14 6 (0.060%) SCCM
Vendors
1 2,108 (21.03%) Microsoft
2 537 (5.36%) Google
3 400 (3.99%) Databricks
4 279 (2.78%) OpenAI
5 216 (2.15%) Salesforce
6 157 (1.57%) Adobe
7 152 (1.52%) SAP
8 132 (1.32%) Oracle
9 129 (1.29%) Cisco
10 124 (1.24%) YouTube
11 116 (1.16%) ServiceNow
12 97 (0.97%) Foundry
13 92 (0.92%) HubSpot
14 83 (0.83%) VMware
15 76 (0.76%) Apple
16 63 (0.63%) Facebook
17 61 (0.61%) CyberArk
18 60 (0.60%) Dell
19 57 (0.57%) Sage
20 54 (0.54%) Workday