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 1 October 2026, with comparisons to the same periods in the previous two years.

6 months to
1 Oct 2026
Same period 2025 Same period 2024
Rank 8 9 51
Rank change year-on-year +1 +42 +38
Permanent jobs citing AI 10,007 6,216 3,073
As % of all permanent jobs in the UK 8.49% 12.56% 4.11%
As % of the Processes & Methodologies category 11.60% 14.09% 5.03%
Number of salaries quoted 5,778 1,605 1,522
10th Percentile £41,250 £35,000 £41,250
25th Percentile £52,500 £50,000 £55,000
Median annual salary (50th Percentile) £73,801 £70,000 £75,000
Median % change year-on-year +5.43% -6.67% -
75th Percentile £95,000 £97,500 £93,750
90th Percentile £110,000 £120,000 £115,000
UK excluding London median annual salary £65,000 £60,000 £65,000
% change year-on-year +8.33% -7.69% -3.70%

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 86,281 44,107 61,151
As % of all permanent jobs advertised in the UK 73.16% 89.14% 81.78%
Number of salaries quoted 59,444 24,402 33,284
10th Percentile £31,250 £28,500 £32,500
25th Percentile £41,750 £36,250 £42,500
Median annual salary (50th Percentile) £60,000 £55,000 £58,274
Median % change year-on-year +9.09% -5.62% -2.88%
75th Percentile £79,091 £75,000 £77,500
90th Percentile £100,000 £96,250 £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 1 October 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 1 October 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 8,778 £73,500 +5.00% 18,670
UK excluding London -8 5,491 £65,000 +8.33% 7,487
London +9 3,812 £85,000 +6.25% 12,372
Work from Home -3 3,247 £70,752 +8.85% 7,251
North of England -7 1,625 £67,249 +12.08% 1,875
South East -7 1,251 £62,500 +19.05% 1,652
North West +10 972 £67,500 +4.27% 1,170
Midlands -13 802 £62,500 +4.17% 829
South West -1 643 £69,056 +15.09% 962
West Midlands -8 553 £62,500 +4.17% 570
East of England +17 503 £60,100 +4.52% 704
Yorkshire -11 402 £69,607 -7.19% 536
Scotland -8 296 £85,000 +25.93% 901
North East -11 251 £66,000 +93.17% 174
East Midlands -29 249 £52,500 -19.23% 259
Wales -1 236 £66,000 +20.00% 231
Northern Ireland +2 152 £74,830 -3.45% 367

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
1 299 (2.99%) SharePoint
2 135 (1.35%) Confluence
3 91 (0.91%) CMS
4 84 (0.84%) Apache Spark
4 84 (0.84%) Microsoft Exchange
5 76 (0.76%) Apache
6 73 (0.73%) Apache Airflow
7 42 (0.42%) WordPress
8 34 (0.34%) SAS
9 21 (0.21%) Palantir Foundry
10 16 (0.16%) Jupyter
11 15 (0.15%) IIS
12 12 (0.12%) Adobe Experience Manager
12 12 (0.12%) Camunda
12 12 (0.12%) nginx
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
1 521 (5.21%) Microsoft Excel
2 141 (1.41%) Microsoft Office
3 99 (0.99%) Chatbot
4 86 (0.86%) Microsoft PowerPoint
5 39 (0.39%) MS Visio
6 31 (0.31%) Adobe Creative Suite
7 23 (0.23%) Spreadsheet
8 21 (0.21%) Adobe Illustrator
9 20 (0.20%) Photoshop
10 17 (0.17%) Adobe After Effects
10 17 (0.17%) UserZoom
11 15 (0.15%) Microsoft Project
11 15 (0.15%) Simulink
12 14 (0.14%) InDesign
13 8 (0.080%) LaTeX
13 8 (0.080%) SPSS
13 8 (0.080%) Trello
14 7 (0.070%) Moqups
14 7 (0.070%) Revit
15 6 (0.060%) Adobe XD
Business Applications
1 134 (1.34%) Dynamics CRM
2 60 (0.60%) SAP S/4HANA
3 28 (0.28%) Dynamics GP
4 24 (0.24%) Cloudability
5 21 (0.21%) NetSuite
6 17 (0.17%) 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
12 6 (0.060%) Sage 200
13 5 (0.050%) SAP PSCD
14 4 (0.040%) Magento
14 4 (0.040%) SAP BPC
Cloud Services
1 2,557 (25.55%) Azure
2 1,702 (17.01%) AWS
3 1,065 (10.64%) Power Platform
4 795 (7.94%) Azure AI
5 791 (7.90%) SaaS
6 713 (7.13%) GCP
7 565 (5.65%) Microsoft 365
8 511 (5.11%) GitHub
9 431 (4.31%) Microsoft Copilot
10 354 (3.54%) Azure DevOps
11 316 (3.16%) Anthropic Claude
12 311 (3.11%) Serverless
13 271 (2.71%) Snowflake
14 257 (2.57%) Power Automate
15 232 (2.32%) GitHub Copilot
16 229 (2.29%) Entra ID
17 168 (1.68%) PowerApps
18 162 (1.62%) Copilot Studio
19 153 (1.53%) Microsoft Purview
20 147 (1.47%) Cloud Computing
Communications & Networking
1 136 (1.36%) Internet
2 135 (1.35%) Broadband
3 118 (1.18%) Firewall
4 104 (1.04%) Network Security
5 96 (0.96%) VPN
6 82 (0.82%) DNS
7 41 (0.41%) WAN
8 39 (0.39%) TCP/IP
9 32 (0.32%) 5G
10 31 (0.31%) DHCP
11 30 (0.30%) VLAN
12 29 (0.29%) BGP
13 26 (0.26%) Wireless
14 24 (0.24%) LAN
15 23 (0.23%) HTTP
16 20 (0.20%) OSPF
16 20 (0.20%) SMS
17 19 (0.19%) VoIP
18 18 (0.18%) MQTT
19 16 (0.16%) Wi-Fi
Database & Business Intelligence
1 760 (7.59%) Power BI
2 363 (3.63%) Tableau
3 272 (2.72%) MongoDB
4 249 (2.49%) PostgreSQL
5 241 (2.41%) SQL Server
6 222 (2.22%) Data Warehouse
7 217 (2.17%) Metadata
8 201 (2.01%) Azure SQL Database
9 174 (1.74%) NoSQL
10 165 (1.65%) Data Lake
11 141 (1.41%) Big Data
12 133 (1.33%) Relational Database
13 104 (1.04%) MySQL
14 77 (0.77%) BigQuery
15 68 (0.68%) Redis
16 65 (0.65%) DynamoDB
17 64 (0.64%) Semantic Layer
18 60 (0.60%) Star Schema
19 59 (0.59%) Amazon RDS
20 58 (0.58%) Delta Lake
Development Applications
1 357 (3.57%) Git
2 225 (2.25%) JIRA
3 200 (2.00%) Claude Code
4 130 (1.30%) Jenkins
5 127 (1.27%) GitLab
6 47 (0.47%) MLflow
7 37 (0.37%) Selenium
8 36 (0.36%) JUnit
9 35 (0.35%) Maven
10 33 (0.33%) Postman
11 30 (0.30%) Cypress.io
12 27 (0.27%) Snyk
13 20 (0.20%) 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 2,893 (28.91%) Social Skills
2 2,440 (24.38%) Finance
3 1,186 (11.85%) Analytical Skills
4 974 (9.73%) Marketing
5 819 (8.18%) Inclusion and Diversity
6 623 (6.23%) Legal
7 609 (6.09%) Public Sector
8 534 (5.34%) Law
9 494 (4.94%) Banking
10 388 (3.88%) Retail
11 319 (3.19%) Influencing Skills
12 276 (2.76%) Organisational Skills
13 254 (2.54%) Manufacturing
14 173 (1.73%) Games
15 158 (1.58%) Financial Institution
16 153 (1.53%) Presentation Skills
17 148 (1.48%) Advertising
18 131 (1.31%) Telecoms
19 96 (0.96%) Legal Technology
20 89 (0.89%) Aerospace
Job Titles
1 1,952 (19.51%) Senior
2 1,097 (10.96%) Lead
3 1,043 (10.42%) Architect
4 985 (9.84%) Developer
5 755 (7.54%) Software Engineer
6 749 (7.48%) Artificial Intelligence Engineer
7 696 (6.96%) Analyst
8 418 (4.18%) Data Engineer
9 413 (4.13%) Consultant
10 406 (4.06%) Solutions Architect
11 330 (3.30%) Senior Manager
12 310 (3.10%) Data Analyst
13 289 (2.89%) Junior
14 268 (2.68%) Data Scientist
14 268 (2.68%) Python Engineer
15 243 (2.43%) Artificial Intelligence Architect
16 228 (2.28%) Junior Analyst
17 223 (2.23%) Senior Developer
18 221 (2.21%) Junior Data Analyst
19 215 (2.15%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 554 (5.54%) React
2 505 (5.05%) Terraform
3 491 (4.91%) .NET
4 340 (3.40%) REST
5 283 (2.83%) Node.js
6 249 (2.49%) LangChain
7 239 (2.39%) HTML
8 236 (2.36%) CSS
9 212 (2.12%) RESTful
10 198 (1.98%) ASP.NET
11 178 (1.78%) ASP.NET Core
11 178 (1.78%) Kafka
12 174 (1.74%) .NET Core
13 155 (1.55%) PyTorch
14 148 (1.48%) ML.NET
15 141 (1.41%) Spring
16 140 (1.40%) LangGraph
16 140 (1.40%) Next.js
17 131 (1.31%) TensorFlow
18 123 (1.23%) FastAPI
Miscellaneous
1 792 (7.91%) AI Agents
2 720 (7.19%) Cloud Native
3 473 (4.73%) Onboarding
4 352 (3.52%) Distributed Systems
5 338 (3.38%) Product Ownership
6 280 (2.80%) Management Information System
7 211 (2.11%) Self-Motivation
8 205 (2.05%) Blog
9 194 (1.94%) Social Media
10 188 (1.88%) Algorithms
11 182 (1.82%) Enterprise Software
12 154 (1.54%) Robotics
13 152 (1.52%) Low-Code
14 148 (1.48%) Cyber Threat
15 135 (1.35%) Marketing Technology
16 134 (1.34%) Data Centre
17 105 (1.05%) Greenfield Project
18 102 (1.02%) Legacy Systems
19 97 (0.97%) IoT
20 95 (0.95%) Mobile App
Operating Systems
1 261 (2.61%) Linux
2 257 (2.57%) Windows
3 73 (0.73%) Windows Server
4 54 (0.54%) Android
5 35 (0.35%) Apple iOS
6 26 (0.26%) Mac OS
6 26 (0.26%) Unix
7 25 (0.25%) VMS
8 22 (0.22%) Ubuntu
9 11 (0.11%) Debian
9 11 (0.11%) Embedded Linux
10 9 (0.090%) Windows 10
11 8 (0.080%) Red Hat Enterprise Linux
12 7 (0.070%) Kali Linux
13 6 (0.060%) CentOS
13 6 (0.060%) Windows Server 2019
14 5 (0.050%) Solaris
15 4 (0.040%) Robot Operating System
16 3 (0.030%) Gentoo
16 3 (0.030%) Rocky
Processes & Methodologies
1 2,059 (20.58%) Machine Learning
2 1,992 (19.91%) Analytics
3 1,633 (16.32%) Software Engineering
4 1,607 (16.06%) Agile
5 1,463 (14.62%) Continuous Improvement
6 1,451 (14.50%) CI/CD
7 1,376 (13.75%) Problem-Solving
8 1,340 (13.39%) Roadmaps
9 1,251 (12.50%) Decision-Making
10 1,168 (11.67%) LLM
11 1,157 (11.56%) Stakeholder Management
12 1,084 (10.83%) Mentoring
13 1,040 (10.39%) DevOps
14 1,000 (9.99%) Business Intelligence
15 951 (9.50%) Generative AI
16 839 (8.38%) Data Science
17 764 (7.63%) Full-Stack Development
18 762 (7.61%) Cybersecurity
19 676 (6.76%) Coaching
20 668 (6.68%) Stakeholder Engagement
Programming Languages
1 2,602 (26.00%) Python
2 1,592 (15.91%) SQL
3 604 (6.04%) C#
4 592 (5.92%) JavaScript
5 536 (5.36%) TypeScript
6 466 (4.66%) Java
7 218 (2.18%) C++
8 179 (1.79%) PowerShell
9 123 (1.23%) Go
10 122 (1.22%) Bash
11 80 (0.80%) R
12 76 (0.76%) C
12 76 (0.76%) PHP
13 69 (0.69%) Bicep
14 68 (0.68%) Rust
14 68 (0.68%) Scala
15 51 (0.51%) Ruby
16 46 (0.46%) Data Analysis Expressions
17 38 (0.38%) Kotlin
18 30 (0.30%) Kusto Query Language
Qualifications
1 1,113 (11.12%) Degree
2 842 (8.41%) Security Cleared
3 584 (5.84%) Azure Certification
4 492 (4.92%) SC Cleared
5 305 (3.05%) Computer Science Degree
6 222 (2.22%) Master's Degree
7 214 (2.14%) DV Cleared
8 183 (1.83%) AWS Certification
9 167 (1.67%) CISSP
10 134 (1.34%) ACCA
11 131 (1.31%) Microsoft Certification
12 129 (1.29%) PhD
13 123 (1.23%) CISM
14 115 (1.15%) CIMA
15 105 (1.05%) DBS Check
16 78 (0.78%) AWS Certified Solutions Architect
17 67 (0.67%) A+ Certification
18 66 (0.66%) Network+ Certification
19 64 (0.64%) BPSS Clearance
20 57 (0.57%) MBA
Quality Assurance & Compliance
1 627 (6.27%) Data Quality
2 341 (3.41%) QA
3 327 (3.27%) Accessibility
4 313 (3.13%) GDPR
5 200 (2.00%) ISO/IEC 27001
6 143 (1.43%) NIST
7 124 (1.24%) GRC
8 92 (0.92%) SLA
9 68 (0.68%) Cyber Essentials
10 57 (0.57%) WCAG
11 50 (0.50%) NCSC
12 44 (0.44%) PMO
13 35 (0.35%) PCI DSS
14 34 (0.34%) Actionable Recommendations
14 34 (0.34%) Cyber Essentials PLUS
15 28 (0.28%) ISO/IEC 42001
16 27 (0.27%) EU AI Act
17 23 (0.23%) IFRS
17 23 (0.23%) NIST 800
18 19 (0.19%) SOC 2
System Software
1 574 (5.74%) Docker
2 175 (1.75%) 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
13 2 (0.020%) Snort
13 2 (0.020%) VMware Workstation
14 1 (0.010%) HDFS
Systems Management
1 607 (6.07%) Kubernetes
2 155 (1.55%) Microsoft Intune
3 102 (1.02%) Grafana
4 95 (0.95%) 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
9 18 (0.18%) Progress Chef
10 16 (0.16%) Kubeflow
11 12 (0.12%) Istio
12 8 (0.080%) Nessus
12 8 (0.080%) Proxmox
13 7 (0.070%) CASB
13 7 (0.070%) Check_MK
13 7 (0.070%) Nagios
14 6 (0.060%) Autotask
14 6 (0.060%) Hadoop YARN
14 6 (0.060%) SCCM
Vendors
1 2,074 (20.73%) Microsoft
2 550 (5.50%) Google
3 400 (4.00%) Databricks
4 281 (2.81%) OpenAI
5 222 (2.22%) Salesforce
6 158 (1.58%) SAP
7 154 (1.54%) Adobe
8 135 (1.35%) Oracle
9 134 (1.34%) YouTube
10 129 (1.29%) Cisco
11 118 (1.18%) ServiceNow
12 99 (0.99%) Foundry
13 93 (0.93%) HubSpot
14 84 (0.84%) VMware
15 77 (0.77%) Apple
16 63 (0.63%) Facebook
17 61 (0.61%) CyberArk
17 61 (0.61%) Dell
18 59 (0.59%) Sage
19 56 (0.56%) Workday