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

6 months to
22 Sep 2026
Same period 2025 Same period 2024
Rank 8 10 45
Rank change year-on-year +2 +35 +46
Permanent jobs citing AI 9,982 5,478 3,325
As % of all permanent jobs in the UK 8.59% 11.19% 4.36%
As % of the Processes & Methodologies category 11.77% 12.62% 5.37%
Number of salaries quoted 5,686 1,574 1,560
10th Percentile £41,250 £34,250 £41,250
25th Percentile £52,500 £49,750 £55,000
Median annual salary (50th Percentile) £75,000 £70,000 £75,000
Median % change year-on-year +7.14% -6.67% -
75th Percentile £95,938 £97,500 £93,750
90th Percentile £110,750 £120,000 £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 84,843 43,391 61,954
As % of all permanent jobs advertised in the UK 73.02% 88.66% 81.33%
Number of salaries quoted 58,659 24,441 34,825
10th Percentile £31,250 £28,500 £32,250
25th Percentile £41,969 £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 £77,500
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 22 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 22 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 8,749 £75,000 +7.14% 16,262
UK excluding London -7 5,599 £65,000 +8.33% 6,484
London +9 3,694 £85,000 +3.03% 10,905
Work from Home -1 3,179 £70,752 +8.85% 6,114
North of England -2 1,656 £67,500 +12.50% 1,610
South East -6 1,261 £62,500 +19.05% 1,620
North West +17 953 £70,000 +12.00% 999
Midlands -10 838 £62,000 +3.33% 728
South West +2 654 £69,973 +16.62% 783
West Midlands -8 573 £62,500 +5.24% 480
East of England +23 509 £60,100 +1.43% 622
Yorkshire -8 445 £67,500 -12.34% 439
Scotland -7 303 £85,000 +25.93% 749
East Midlands -21 265 £52,500 -19.23% 248
North East -5 258 £65,750 +92.43% 177
Wales +5 245 £66,000 +20.00% 119
Northern Ireland +10 155 £74,830 -3.45% 298

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
1 291 (2.92%) SharePoint
2 133 (1.33%) Confluence
3 90 (0.90%) CMS
4 89 (0.89%) Apache Spark
5 83 (0.83%) Microsoft Exchange
6 75 (0.75%) Apache
6 75 (0.75%) Apache Airflow
7 40 (0.40%) WordPress
8 33 (0.33%) SAS
9 23 (0.23%) Palantir Foundry
10 14 (0.14%) IIS
10 14 (0.14%) Jupyter
11 12 (0.12%) Camunda
12 11 (0.11%) nginx
13 10 (0.10%) Adobe Experience Manager
13 10 (0.10%) Headless CMS
14 9 (0.090%) Sitecore CMS
15 8 (0.080%) OpenStack
16 7 (0.070%) Oracle SOA Suite
17 6 (0.060%) Oracle Workflow
Applications
1 608 (6.09%) Microsoft Excel
2 131 (1.31%) Microsoft Office
3 100 (1.00%) Chatbot
4 78 (0.78%) Microsoft PowerPoint
5 35 (0.35%) MS Visio
6 28 (0.28%) Adobe Creative Suite
7 25 (0.25%) UserZoom
8 20 (0.20%) Spreadsheet
9 19 (0.19%) Adobe Illustrator
10 18 (0.18%) Photoshop
11 17 (0.17%) Adobe After Effects
12 14 (0.14%) InDesign
13 13 (0.13%) Microsoft Project
14 12 (0.12%) Simulink
15 8 (0.080%) LaTeX
15 8 (0.080%) SPSS
15 8 (0.080%) Trello
16 6 (0.060%) Adobe XD
16 6 (0.060%) Moqups
17 5 (0.050%) Sketch
Business Applications
1 129 (1.29%) Dynamics CRM
2 59 (0.59%) SAP S/4HANA
3 28 (0.28%) Dynamics GP
4 24 (0.24%) Cloudability
5 22 (0.22%) NetSuite
6 14 (0.14%) Shopify
7 12 (0.12%) Payment Gateway
8 10 (0.10%) Distributed Ledger
8 10 (0.10%) Elite 3E
9 8 (0.080%) Carpe Diem
9 8 (0.080%) Dynamics NAV
9 8 (0.080%) Sage 50
9 8 (0.080%) SAP MDG
10 7 (0.070%) Salesforce CRM
11 6 (0.060%) Dynamics AX
12 5 (0.050%) Oracle Procure-to-Pay
12 5 (0.050%) Sage 200
13 4 (0.040%) Eloqua
13 4 (0.040%) Magento
13 4 (0.040%) SAP BPC
Cloud Services
1 2,775 (27.80%) Azure
2 1,675 (16.78%) AWS
3 1,155 (11.57%) Power Platform
4 1,031 (10.33%) Azure AI
5 779 (7.80%) SaaS
6 695 (6.96%) GCP
7 547 (5.48%) Microsoft 365
8 493 (4.94%) GitHub
9 418 (4.19%) Microsoft Copilot
10 355 (3.56%) Azure DevOps
11 306 (3.07%) Serverless
12 303 (3.04%) Anthropic Claude
13 292 (2.93%) Snowflake
14 254 (2.54%) Power Automate
15 229 (2.29%) Entra ID
16 223 (2.23%) GitHub Copilot
17 167 (1.67%) PowerApps
18 158 (1.58%) Copilot Studio
19 151 (1.51%) Cloud Computing
20 147 (1.47%) Microsoft Purview
Communications & Networking
1 151 (1.51%) Broadband
2 133 (1.33%) Internet
3 115 (1.15%) Firewall
4 103 (1.03%) Network Security
5 94 (0.94%) VPN
6 81 (0.81%) DNS
7 39 (0.39%) TCP/IP
7 39 (0.39%) WAN
8 32 (0.32%) 5G
9 31 (0.31%) DHCP
10 29 (0.29%) BGP
10 29 (0.29%) VLAN
11 25 (0.25%) HTTP
11 25 (0.25%) Wireless
12 23 (0.23%) LAN
13 20 (0.20%) MQTT
13 20 (0.20%) OSPF
14 19 (0.19%) VoIP
15 18 (0.18%) SMS
16 14 (0.14%) Wi-Fi
Database & Business Intelligence
1 857 (8.59%) Power BI
2 474 (4.75%) Tableau
3 268 (2.68%) MongoDB
4 254 (2.54%) SQL Server
5 237 (2.37%) PostgreSQL
6 229 (2.29%) Data Warehouse
7 207 (2.07%) Metadata
8 203 (2.03%) Azure SQL Database
9 176 (1.76%) Data Lake
10 172 (1.72%) NoSQL
11 136 (1.36%) Big Data
12 128 (1.28%) Relational Database
13 100 (1.00%) MySQL
14 76 (0.76%) BigQuery
15 68 (0.68%) Redis
16 63 (0.63%) Semantic Layer
17 62 (0.62%) Delta Lake
17 62 (0.62%) DynamoDB
18 60 (0.60%) Amazon RDS
18 60 (0.60%) Star Schema
Development Applications
1 348 (3.49%) Git
2 215 (2.15%) JIRA
3 188 (1.88%) Claude Code
4 132 (1.32%) Jenkins
5 114 (1.14%) GitLab
6 48 (0.48%) MLflow
7 38 (0.38%) Selenium
8 36 (0.36%) JUnit
9 35 (0.35%) Maven
10 32 (0.32%) Postman
11 28 (0.28%) Cypress.io
12 27 (0.27%) Snyk
13 18 (0.18%) Cucumber
14 17 (0.17%) Mockito
14 17 (0.17%) Visual Studio Code
15 15 (0.15%) Vite
16 14 (0.14%) Spock
17 13 (0.13%) Gatling
17 13 (0.13%) TeamCity
18 11 (0.11%) JMeter
General
1 3,012 (30.17%) Social Skills
2 2,351 (23.55%) Finance
3 1,145 (11.47%) Analytical Skills
4 924 (9.26%) Marketing
5 792 (7.93%) Inclusion and Diversity
6 594 (5.95%) Legal
7 592 (5.93%) Public Sector
8 522 (5.23%) Law
9 471 (4.72%) Banking
10 366 (3.67%) Retail
11 308 (3.09%) Influencing Skills
12 259 (2.59%) Organisational Skills
13 250 (2.50%) Manufacturing
14 191 (1.91%) Games
15 151 (1.51%) Financial Institution
16 143 (1.43%) Presentation Skills
17 130 (1.30%) Advertising
18 126 (1.26%) Telecoms
19 91 (0.91%) Legal Technology
20 87 (0.87%) Aerospace
Job Titles
1 1,875 (18.78%) Senior
2 1,077 (10.79%) Lead
3 1,042 (10.44%) Architect
4 966 (9.68%) Developer
5 831 (8.32%) Artificial Intelligence Engineer
6 789 (7.90%) Analyst
7 715 (7.16%) Software Engineer
8 418 (4.19%) Data Analyst
9 409 (4.10%) Solutions Architect
10 407 (4.08%) Data Engineer
11 399 (4.00%) Consultant
11 399 (4.00%) Junior
12 338 (3.39%) Junior Analyst
13 331 (3.32%) Junior Data Analyst
14 310 (3.11%) Senior Manager
15 260 (2.60%) Data Scientist
16 259 (2.59%) Python Engineer
17 239 (2.39%) Artificial Intelligence Architect
18 214 (2.14%) Senior Developer
19 208 (2.08%) Data Architect
Libraries, Frameworks & Software Standards
1 544 (5.45%) React
2 489 (4.90%) Terraform
3 487 (4.88%) .NET
4 329 (3.30%) REST
5 274 (2.74%) Node.js
6 245 (2.45%) LangChain
7 242 (2.42%) HTML
8 238 (2.38%) CSS
9 212 (2.12%) RESTful
10 198 (1.98%) ASP.NET
11 178 (1.78%) ASP.NET Core
12 174 (1.74%) .NET Core
12 174 (1.74%) Kafka
13 159 (1.59%) PyTorch
14 148 (1.48%) ML.NET
15 139 (1.39%) Next.js
16 136 (1.36%) LangGraph
17 135 (1.35%) TensorFlow
18 131 (1.31%) Spring
19 122 (1.22%) Blazor
Miscellaneous
1 761 (7.62%) AI Agents
2 718 (7.19%) Cloud Native
3 462 (4.63%) Onboarding
4 340 (3.41%) Distributed Systems
5 333 (3.34%) Product Ownership
6 250 (2.50%) Management Information System
7 205 (2.05%) Self-Motivation
8 198 (1.98%) Blog
9 196 (1.96%) Social Media
10 179 (1.79%) Enterprise Software
11 178 (1.78%) Algorithms
12 154 (1.54%) Low-Code
13 149 (1.49%) Robotics
14 134 (1.34%) Data Centre
15 133 (1.33%) Marketing Technology
16 130 (1.30%) Cyber Threat
17 105 (1.05%) Greenfield Project
18 102 (1.02%) Legacy Systems
19 98 (0.98%) IoT
20 94 (0.94%) Mobile App
Operating Systems
1 254 (2.54%) Linux
2 251 (2.51%) Windows
3 73 (0.73%) Windows Server
4 54 (0.54%) Android
5 36 (0.36%) Apple iOS
6 26 (0.26%) Unix
7 25 (0.25%) VMS
8 22 (0.22%) Ubuntu
9 21 (0.21%) Mac OS
10 11 (0.11%) Debian
11 10 (0.10%) Embedded Linux
12 9 (0.090%) Red Hat Enterprise Linux
12 9 (0.090%) Windows 10
13 6 (0.060%) CentOS
13 6 (0.060%) Kali Linux
14 5 (0.050%) Solaris
14 5 (0.050%) Windows Server 2019
15 3 (0.030%) Gentoo
15 3 (0.030%) Robot Operating System
15 3 (0.030%) Rocky
Processes & Methodologies
1 2,062 (20.66%) Machine Learning
2 1,955 (19.59%) Analytics
3 1,613 (16.16%) Agile
4 1,569 (15.72%) Software Engineering
5 1,418 (14.21%) CI/CD
5 1,418 (14.21%) Continuous Improvement
6 1,361 (13.63%) Roadmaps
7 1,326 (13.28%) Problem-Solving
8 1,232 (12.34%) Decision-Making
9 1,132 (11.34%) LLM
10 1,097 (10.99%) Business Intelligence
11 1,092 (10.94%) Stakeholder Management
12 1,070 (10.72%) Mentoring
13 1,032 (10.34%) DevOps
14 916 (9.18%) Generative AI
15 822 (8.23%) Data Science
16 756 (7.57%) Full-Stack Development
17 721 (7.22%) Cybersecurity
18 649 (6.50%) Stakeholder Engagement
19 638 (6.39%) Data Modelling
Programming Languages
1 2,773 (27.78%) Python
2 1,685 (16.88%) SQL
3 591 (5.92%) C#
4 589 (5.90%) JavaScript
5 515 (5.16%) TypeScript
6 445 (4.46%) Java
7 214 (2.14%) C++
8 177 (1.77%) PowerShell
9 122 (1.22%) Bash
10 118 (1.18%) Go
11 75 (0.75%) R
12 73 (0.73%) C
13 72 (0.72%) Bicep
14 71 (0.71%) PHP
15 67 (0.67%) Scala
16 66 (0.66%) Rust
17 51 (0.51%) Ruby
18 45 (0.45%) Data Analysis Expressions
19 37 (0.37%) Kotlin
20 29 (0.29%) Kusto Query Language
Qualifications
1 1,087 (10.89%) Degree
2 798 (7.99%) Azure Certification
3 793 (7.94%) Security Cleared
4 454 (4.55%) SC Cleared
5 300 (3.01%) Computer Science Degree
6 222 (2.22%) Master's Degree
7 206 (2.06%) DV Cleared
8 174 (1.74%) AWS Certification
9 164 (1.64%) CISSP
10 132 (1.32%) ACCA
11 125 (1.25%) Microsoft Certification
12 124 (1.24%) PhD
13 119 (1.19%) CISM
14 114 (1.14%) CIMA
15 101 (1.01%) DBS Check
16 76 (0.76%) AWS Certified Solutions Architect
17 67 (0.67%) A+ Certification
18 66 (0.66%) Network+ Certification
19 60 (0.60%) BPSS Clearance
20 57 (0.57%) MBA
Quality Assurance & Compliance
1 591 (5.92%) Data Quality
2 341 (3.42%) QA
3 332 (3.33%) Accessibility
4 295 (2.96%) GDPR
5 191 (1.91%) ISO/IEC 27001
6 136 (1.36%) NIST
7 124 (1.24%) GRC
8 90 (0.90%) SLA
9 64 (0.64%) Cyber Essentials
10 60 (0.60%) WCAG
11 45 (0.45%) NCSC
12 44 (0.44%) PMO
13 34 (0.34%) PCI DSS
14 33 (0.33%) Cyber Essentials PLUS
15 29 (0.29%) Actionable Recommendations
15 29 (0.29%) IFRS
16 26 (0.26%) ISO/IEC 42001
17 23 (0.23%) EU AI Act
17 23 (0.23%) NIST 800
18 19 (0.19%) California Consumer Privacy Act
System Software
1 548 (5.49%) Docker
2 173 (1.73%) Active Directory
3 84 (0.84%) Virtual Machines
4 68 (0.68%) VMware Infrastructure
5 26 (0.26%) Hyper-V
6 25 (0.25%) Firmware
7 24 (0.24%) Virtual Desktop
8 21 (0.21%) vSphere
9 12 (0.12%) Embedded Firmware
10 8 (0.080%) Ceph
11 6 (0.060%) IAG
12 5 (0.050%) VMware ESXi
13 4 (0.040%) Slurm Workload Manager
13 4 (0.040%) VMware NSX
14 2 (0.020%) Lustre
14 2 (0.020%) ProxySG
15 1 (0.010%) KVM
15 1 (0.010%) NFS
15 1 (0.010%) Snort
15 1 (0.010%) VMware Workstation
Systems Management
1 585 (5.86%) Kubernetes
2 153 (1.53%) Microsoft Intune
3 94 (0.94%) Grafana
4 92 (0.92%) Ansible
5 72 (0.72%) 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
11 16 (0.16%) Progress Chef
12 12 (0.12%) Istio
13 8 (0.080%) Nessus
13 8 (0.080%) Proxmox
14 7 (0.070%) Check_MK
14 7 (0.070%) Nagios
15 6 (0.060%) CASB
15 6 (0.060%) Hadoop YARN
15 6 (0.060%) SCCM
16 5 (0.050%) Autotask
Vendors
1 2,152 (21.56%) Microsoft
2 512 (5.13%) Google
3 433 (4.34%) Databricks
4 283 (2.84%) OpenAI
5 209 (2.09%) Salesforce
6 162 (1.62%) Adobe
7 147 (1.47%) SAP
8 130 (1.30%) Cisco
9 127 (1.27%) Oracle
10 116 (1.16%) YouTube
11 115 (1.15%) ServiceNow
12 96 (0.96%) Foundry
13 87 (0.87%) HubSpot
14 80 (0.80%) VMware
15 75 (0.75%) Apple
16 72 (0.72%) Dell
17 62 (0.62%) Facebook
18 61 (0.61%) CyberArk
19 57 (0.57%) Sage
20 49 (0.49%) Palo Alto