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

6 months to
16 Sep 2026
Same period 2025 Same period 2024
Rank 8 10 43
Rank change year-on-year +2 +33 +51
Permanent jobs citing AI 9,836 5,481 3,633
As % of all permanent jobs in the UK 8.62% 11.10% 4.67%
As % of the Processes & Methodologies category 11.82% 12.51% 5.75%
Number of salaries quoted 5,585 1,574 1,603
10th Percentile £41,250 £34,250 £41,250
25th Percentile £52,500 £48,750 £55,000
Median annual salary (50th Percentile) £75,000 £70,000 £75,000
Median % change year-on-year +7.14% -6.67% -
75th Percentile £96,250 £97,500 £93,750
90th Percentile £112,500 £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 83,236 43,812 63,193
As % of all permanent jobs advertised in the UK 72.95% 88.75% 81.16%
Number of salaries quoted 57,755 24,707 35,897
10th Percentile £31,250 £28,500 £32,000
25th Percentile £41,750 £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 16 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 16 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 8,628 £75,000 +7.14% 23,368
UK excluding London -6 5,544 £65,000 +8.33% 9,184
London +9 3,619 £85,000 +3.03% 15,801
Work from Home -1 3,138 £70,752 +8.85% 9,426
North of England -2 1,650 £67,249 +12.08% 2,261
South East -6 1,242 £62,500 +19.05% 2,156
North West +16 941 £70,000 +16.67% 1,420
Midlands -10 833 £62,000 +3.33% 1,001
South West +3 638 £69,973 +16.62% 1,056
West Midlands -7 570 £62,500 +4.58% 650
East of England +26 512 £60,100 +1.43% 945
Yorkshire -8 450 £65,000 -13.33% 633
Scotland -5 294 £85,000 +25.93% 1,155
East Midlands -21 263 £52,500 -19.23% 351
North East -2 259 £65,000 +90.24% 216
Wales +5 242 £66,000 +20.00% 173
Northern Ireland +15 155 £74,830 -11.96% 488

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
1 278 (2.83%) SharePoint
2 129 (1.31%) Confluence
3 98 (1.00%) Apache Spark
4 89 (0.90%) Apache Airflow
5 87 (0.88%) CMS
6 78 (0.79%) Microsoft Exchange
7 73 (0.74%) Apache
8 40 (0.41%) WordPress
9 33 (0.34%) SAS
10 24 (0.24%) Palantir Foundry
11 13 (0.13%) IIS
11 13 (0.13%) Jupyter
12 11 (0.11%) Camunda
13 10 (0.10%) Adobe Experience Manager
13 10 (0.10%) nginx
14 9 (0.092%) Sitecore CMS
15 8 (0.081%) Headless CMS
15 8 (0.081%) OpenStack
16 7 (0.071%) Oracle SOA Suite
17 5 (0.051%) ColdFusion
Applications
1 646 (6.57%) Microsoft Excel
2 123 (1.25%) Microsoft Office
3 98 (1.00%) Chatbot
4 70 (0.71%) Microsoft PowerPoint
5 29 (0.29%) MS Visio
6 27 (0.27%) Adobe Creative Suite
7 25 (0.25%) UserZoom
8 21 (0.21%) 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 12 (0.12%) Microsoft Project
14 11 (0.11%) Simulink
15 8 (0.081%) LaTeX
15 8 (0.081%) SPSS
15 8 (0.081%) Trello
16 6 (0.061%) Adobe XD
16 6 (0.061%) Moqups
17 5 (0.051%) Sketch
Business Applications
1 126 (1.28%) Dynamics CRM
2 57 (0.58%) SAP S/4HANA
3 28 (0.28%) Dynamics GP
4 24 (0.24%) Cloudability
5 22 (0.22%) NetSuite
6 12 (0.12%) Payment Gateway
6 12 (0.12%) Shopify
7 10 (0.10%) Elite 3E
8 9 (0.092%) Distributed Ledger
9 8 (0.081%) Carpe Diem
9 8 (0.081%) Dynamics NAV
9 8 (0.081%) Sage 50
9 8 (0.081%) SAP MDG
10 7 (0.071%) Salesforce CRM
11 5 (0.051%) Oracle ERP
11 5 (0.051%) Sage 200
12 4 (0.041%) Dynamics AX
12 4 (0.041%) Magento
12 4 (0.041%) Oracle EBS
12 4 (0.041%) Primavera
Cloud Services
1 2,800 (28.47%) Azure
2 1,655 (16.83%) AWS
3 1,193 (12.13%) Power Platform
4 1,091 (11.09%) Azure AI
5 765 (7.78%) SaaS
6 686 (6.97%) GCP
7 526 (5.35%) Microsoft 365
8 474 (4.82%) GitHub
9 393 (4.00%) Microsoft Copilot
10 344 (3.50%) Azure DevOps
11 313 (3.18%) Snowflake
12 302 (3.07%) Anthropic Claude
13 301 (3.06%) Serverless
14 241 (2.45%) Power Automate
15 225 (2.29%) Entra ID
16 216 (2.20%) GitHub Copilot
17 162 (1.65%) PowerApps
18 157 (1.60%) Cloud Computing
19 146 (1.48%) Copilot Studio
20 145 (1.47%) Azure Synapse Analytics
Communications & Networking
1 171 (1.74%) Broadband
2 129 (1.31%) Internet
3 109 (1.11%) Firewall
4 102 (1.04%) Network Security
5 91 (0.93%) VPN
6 79 (0.80%) DNS
7 37 (0.38%) TCP/IP
7 37 (0.38%) WAN
8 32 (0.33%) 5G
9 29 (0.29%) BGP
9 29 (0.29%) DHCP
10 28 (0.28%) VLAN
11 24 (0.24%) HTTP
12 23 (0.23%) Wireless
13 21 (0.21%) LAN
14 20 (0.20%) OSPF
15 19 (0.19%) MQTT
15 19 (0.19%) VoIP
16 17 (0.17%) SMS
17 14 (0.14%) CTI
Database & Business Intelligence
1 907 (9.22%) Power BI
2 536 (5.45%) Tableau
3 270 (2.75%) MongoDB
4 252 (2.56%) SQL Server
5 251 (2.55%) Data Warehouse
6 227 (2.31%) PostgreSQL
7 204 (2.07%) Azure SQL Database
8 196 (1.99%) Data Lake
8 196 (1.99%) Metadata
9 169 (1.72%) NoSQL
10 132 (1.34%) Big Data
11 125 (1.27%) Relational Database
12 96 (0.98%) MySQL
13 85 (0.86%) BigQuery
14 65 (0.66%) Redis
15 62 (0.63%) DynamoDB
15 62 (0.63%) Semantic Layer
16 60 (0.61%) Delta Lake
17 59 (0.60%) Star Schema
18 57 (0.58%) Amazon RDS
Development Applications
1 335 (3.41%) Git
2 207 (2.10%) JIRA
3 183 (1.86%) Claude Code
4 126 (1.28%) Jenkins
5 110 (1.12%) GitLab
6 57 (0.58%) MLflow
7 39 (0.40%) Selenium
8 36 (0.37%) JUnit
9 35 (0.36%) Maven
10 31 (0.32%) Postman
11 30 (0.31%) Cypress.io
12 27 (0.27%) Snyk
13 18 (0.18%) Cucumber
14 17 (0.17%) Mockito
15 16 (0.16%) Visual Studio Code
16 15 (0.15%) Vite
17 14 (0.14%) Spock
18 13 (0.13%) Gatling
18 13 (0.13%) TeamCity
19 11 (0.11%) JMeter
General
1 2,993 (30.43%) Social Skills
2 2,294 (23.32%) Finance
3 1,119 (11.38%) Analytical Skills
4 885 (9.00%) Marketing
5 777 (7.90%) Inclusion and Diversity
6 577 (5.87%) Legal
7 568 (5.77%) Public Sector
8 516 (5.25%) Law
9 456 (4.64%) Banking
10 361 (3.67%) Retail
11 299 (3.04%) Influencing Skills
12 250 (2.54%) Organisational Skills
13 242 (2.46%) Manufacturing
14 208 (2.11%) Games
15 148 (1.50%) Financial Institution
16 139 (1.41%) Presentation Skills
17 123 (1.25%) Advertising
17 123 (1.25%) Telecoms
18 88 (0.89%) Aerospace
19 85 (0.86%) Legal Technology
Job Titles
1 1,811 (18.41%) Senior
2 1,069 (10.87%) Lead
3 1,028 (10.45%) Architect
4 941 (9.57%) Developer
5 827 (8.41%) Analyst
6 809 (8.22%) Artificial Intelligence Engineer
7 685 (6.96%) Software Engineer
8 465 (4.73%) Data Analyst
9 453 (4.61%) Junior
10 408 (4.15%) Solutions Architect
11 404 (4.11%) Data Engineer
12 393 (4.00%) Junior Analyst
13 386 (3.92%) Consultant
13 386 (3.92%) Junior Data Analyst
14 290 (2.95%) Senior Manager
15 253 (2.57%) Data Scientist
16 250 (2.54%) Python Engineer
17 227 (2.31%) Artificial Intelligence Architect
18 210 (2.14%) Data Architect
19 207 (2.10%) .NET Developer
Libraries, Frameworks & Software Standards
1 529 (5.38%) React
2 476 (4.84%) Terraform
3 466 (4.74%) .NET
4 312 (3.17%) REST
5 269 (2.73%) Node.js
6 251 (2.55%) LangChain
7 238 (2.42%) HTML
8 234 (2.38%) CSS
9 210 (2.14%) RESTful
10 200 (2.03%) ASP.NET
11 187 (1.90%) Kafka
12 180 (1.83%) ASP.NET Core
13 175 (1.78%) .NET Core
14 168 (1.71%) PyTorch
15 149 (1.51%) ML.NET
16 144 (1.46%) TensorFlow
17 137 (1.39%) Next.js
18 133 (1.35%) LangGraph
19 129 (1.31%) Spring
20 123 (1.25%) Blazor
Miscellaneous
1 727 (7.39%) AI Agents
2 717 (7.29%) Cloud Native
3 451 (4.59%) Onboarding
4 330 (3.36%) Distributed Systems
5 326 (3.31%) Product Ownership
6 236 (2.40%) Management Information System
7 208 (2.11%) Social Media
8 203 (2.06%) Self-Motivation
9 199 (2.02%) Blog
10 174 (1.77%) Algorithms
11 170 (1.73%) Enterprise Software
12 148 (1.50%) Low-Code
13 145 (1.47%) Robotics
14 138 (1.40%) Data Centre
15 127 (1.29%) Marketing Technology
16 124 (1.26%) Cyber Threat
17 103 (1.05%) Legacy Systems
18 101 (1.03%) Greenfield Project
19 94 (0.96%) IoT
20 90 (0.92%) Virtual Team
Operating Systems
1 247 (2.51%) Windows
2 245 (2.49%) Linux
3 71 (0.72%) Windows Server
4 53 (0.54%) Android
5 36 (0.37%) Apple iOS
6 25 (0.25%) VMS
7 24 (0.24%) Unix
8 22 (0.22%) Ubuntu
9 19 (0.19%) Mac OS
10 11 (0.11%) Debian
11 10 (0.10%) Embedded Linux
12 9 (0.092%) Red Hat Enterprise Linux
12 9 (0.092%) Windows 10
13 6 (0.061%) CentOS
14 5 (0.051%) Kali Linux
14 5 (0.051%) Solaris
15 4 (0.041%) Windows Server 2019
16 3 (0.031%) Gentoo
16 3 (0.031%) Robot Operating System
16 3 (0.031%) Rocky
Processes & Methodologies
1 2,048 (20.82%) Machine Learning
2 1,954 (19.87%) Analytics
3 1,625 (16.52%) Agile
4 1,521 (15.46%) Software Engineering
5 1,386 (14.09%) CI/CD
6 1,375 (13.98%) Continuous Improvement
7 1,370 (13.93%) Roadmaps
8 1,284 (13.05%) Problem-Solving
9 1,218 (12.38%) Decision-Making
10 1,153 (11.72%) Business Intelligence
11 1,103 (11.21%) LLM
12 1,052 (10.70%) Mentoring
13 1,043 (10.60%) Stakeholder Management
14 1,009 (10.26%) DevOps
15 886 (9.01%) Generative AI
16 821 (8.35%) Data Science
17 741 (7.53%) Full-Stack Development
18 705 (7.17%) Cybersecurity
19 632 (6.43%) Data Modelling
20 628 (6.38%) Stakeholder Engagement
Programming Languages
1 2,780 (28.26%) Python
2 1,735 (17.64%) SQL
3 569 (5.78%) JavaScript
4 564 (5.73%) C#
5 495 (5.03%) TypeScript
6 433 (4.40%) Java
7 211 (2.15%) C++
8 170 (1.73%) PowerShell
9 119 (1.21%) Bash
10 114 (1.16%) Go
11 73 (0.74%) C
12 71 (0.72%) Bicep
13 69 (0.70%) R
14 66 (0.67%) PHP
15 65 (0.66%) Scala
16 62 (0.63%) Rust
17 50 (0.51%) Ruby
18 45 (0.46%) Data Analysis Expressions
19 37 (0.38%) Kotlin
20 29 (0.29%) Kusto Query Language
Qualifications
1 1,091 (11.09%) Degree
2 846 (8.60%) Azure Certification
3 753 (7.66%) Security Cleared
4 434 (4.41%) SC Cleared
5 290 (2.95%) Computer Science Degree
6 232 (2.36%) Master's Degree
7 205 (2.08%) DV Cleared
8 164 (1.67%) AWS Certification
9 162 (1.65%) CISSP
10 125 (1.27%) PhD
11 120 (1.22%) ACCA
12 118 (1.20%) CISM
13 113 (1.15%) Microsoft Certification
14 103 (1.05%) CIMA
15 96 (0.98%) DBS Check
16 75 (0.76%) AWS Certified Solutions Architect
17 67 (0.68%) A+ Certification
18 66 (0.67%) Network+ Certification
19 58 (0.59%) BPSS Clearance
20 57 (0.58%) MBA
Quality Assurance & Compliance
1 567 (5.76%) Data Quality
2 339 (3.45%) Accessibility
3 331 (3.37%) QA
4 298 (3.03%) GDPR
5 189 (1.92%) ISO/IEC 27001
6 134 (1.36%) NIST
7 122 (1.24%) GRC
8 85 (0.86%) SLA
9 63 (0.64%) Cyber Essentials
10 61 (0.62%) WCAG
11 41 (0.42%) NCSC
12 40 (0.41%) PMO
13 33 (0.34%) Cyber Essentials PLUS
14 32 (0.33%) PCI DSS
15 29 (0.29%) IFRS
16 28 (0.28%) California Consumer Privacy Act
17 25 (0.25%) ISO/IEC 42001
18 24 (0.24%) Actionable Recommendations
19 23 (0.23%) NIST 800
20 22 (0.22%) EU AI Act
System Software
1 540 (5.49%) Docker
2 169 (1.72%) Active Directory
3 96 (0.98%) Virtual Machines
4 65 (0.66%) VMware Infrastructure
5 25 (0.25%) Firmware
5 25 (0.25%) Hyper-V
6 22 (0.22%) Virtual Desktop
7 20 (0.20%) vSphere
8 12 (0.12%) Embedded Firmware
9 8 (0.081%) Ceph
10 6 (0.061%) IAG
11 4 (0.041%) VMware ESXi
11 4 (0.041%) VMware NSX
12 3 (0.031%) Slurm Workload Manager
13 2 (0.020%) Lustre
13 2 (0.020%) ProxySG
14 1 (0.010%) Apache Flume
14 1 (0.010%) HDFS
14 1 (0.010%) KVM
Systems Management
1 570 (5.80%) Kubernetes
2 152 (1.55%) Microsoft Intune
3 89 (0.90%) Ansible
3 89 (0.90%) Grafana
4 68 (0.69%) Prometheus
5 30 (0.31%) Puppet
6 24 (0.24%) Argo
7 23 (0.23%) Single Sign-On
8 18 (0.18%) Podman
9 17 (0.17%) Kubeflow
10 15 (0.15%) Progress Chef
11 12 (0.12%) Istio
12 8 (0.081%) Nessus
12 8 (0.081%) Proxmox
13 7 (0.071%) Check_MK
13 7 (0.071%) Nagios
14 6 (0.061%) Hadoop YARN
14 6 (0.061%) SCCM
15 5 (0.051%) Control-M
15 5 (0.051%) Nmap
Vendors
1 2,161 (21.97%) Microsoft
2 492 (5.00%) Google
3 457 (4.65%) Databricks
4 279 (2.84%) OpenAI
5 200 (2.03%) Salesforce
6 176 (1.79%) Adobe
7 142 (1.44%) SAP
8 126 (1.28%) Cisco
9 124 (1.26%) Oracle
10 112 (1.14%) YouTube
11 110 (1.12%) ServiceNow
12 96 (0.98%) Dell
13 93 (0.95%) Foundry
14 83 (0.84%) HubSpot
15 76 (0.77%) VMware
16 75 (0.76%) Apple
17 62 (0.63%) Facebook
18 61 (0.62%) CyberArk
19 56 (0.57%) Sage
20 48 (0.49%) Palo Alto