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

6 months to
4 Aug 2026
Same period 2025 Same period 2024
Rank 7 13 43
Rank change year-on-year +6 +30 +62
Permanent jobs citing AI 8,960 4,937 4,063
As % of all permanent jobs in the UK 8.65% 9.95% 4.85%
As % of the Processes & Methodologies category 11.75% 11.13% 5.98%
Number of salaries quoted 4,918 1,537 1,750
10th Percentile £40,000 £25,313 £41,250
25th Percentile £51,300 £45,000 £54,000
Median annual salary (50th Percentile) £72,500 £68,500 £71,991
Median % change year-on-year +5.84% -4.85% -4.01%
75th Percentile £95,000 £97,236 £95,000
90th Percentile £111,250 £117,500 £115,000
UK excluding London median annual salary £65,000 £57,500 £63,500
% change year-on-year +13.04% -9.45% -8.56%

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 76,247 44,374 67,952
As % of all permanent jobs advertised in the UK 73.60% 89.45% 81.06%
Number of salaries quoted 52,515 25,244 44,456
10th Percentile £30,750 £28,500 £31,246
25th Percentile £41,250 £37,500 £41,000
Median annual salary (50th Percentile) £60,000 £55,000 £55,000
Median % change year-on-year +9.09% - -8.71%
75th Percentile £78,750 £75,246 £75,000
90th Percentile £100,000 £97,500 £95,000
UK excluding London median annual salary £55,000 £49,000 £50,000
% change year-on-year +12.24% -2.00% -9.09%

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 August 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 August 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 +7 7,966 £71,121 +1.60% 8,702
UK excluding London -3 5,228 £65,000 +13.04% 3,531
London +16 3,158 £85,000 -2.86% 5,807
Work from Home 0 2,842 £70,000 +16.67% 3,584
North of England +11 1,580 £65,500 +19.09% 906
South East -2 1,159 £61,750 +41.14% 973
Midlands -8 823 £57,250 -4.58% 433
North West +24 795 £67,500 +12.50% 601
South West +6 597 £62,500 +8.70% 415
Yorkshire +2 544 £65,000 +79.31% 217
West Midlands -4 536 £60,000 - 314
East of England +27 523 £60,000 -6.98% 358
East Midlands -16 286 £52,500 -16.00% 119
Scotland -2 255 £70,000 +7.69% 301
North East +2 241 £65,000 +126.74% 91
Wales +20 184 £65,000 +18.18% 62
Northern Ireland +4 134 £74,830 -14.48% 121

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
1 198 (2.21%) SharePoint
2 128 (1.43%) Apache Spark
3 126 (1.41%) Apache Airflow
4 88 (0.98%) Confluence
5 79 (0.88%) Apache
5 79 (0.88%) CMS
6 55 (0.61%) Microsoft Exchange
7 51 (0.57%) Jupyter
8 38 (0.42%) WordPress
9 31 (0.35%) SAS
10 25 (0.28%) Palantir Foundry
11 24 (0.27%) ArcGIS
12 10 (0.11%) Camunda
13 9 (0.10%) Sitecore CMS
14 8 (0.089%) OpenStack
15 7 (0.078%) Adobe Experience Manager
15 7 (0.078%) Headless CMS
16 6 (0.067%) Oracle SOA Suite
17 5 (0.056%) Apache Pig
17 5 (0.056%) nginx
Applications
1 923 (10.30%) Microsoft Excel
2 120 (1.34%) Chatbot
3 85 (0.95%) Microsoft Office
4 56 (0.63%) Microsoft PowerPoint
5 43 (0.48%) UserZoom
6 30 (0.33%) MS Visio
7 20 (0.22%) Spreadsheet
8 18 (0.20%) Adobe After Effects
8 18 (0.20%) Adobe Creative Suite
9 17 (0.19%) Adobe Illustrator
9 17 (0.19%) Photoshop
10 13 (0.15%) InDesign
11 10 (0.11%) Simulink
12 8 (0.089%) LaTeX
13 7 (0.078%) SPSS
14 6 (0.067%) Adobe Premiere
15 5 (0.056%) Camtasia
15 5 (0.056%) Microsoft Project
16 4 (0.045%) Sketch
16 4 (0.045%) Trello
Business Applications
1 76 (0.85%) Dynamics CRM
2 49 (0.55%) SAP S/4HANA
3 28 (0.31%) Dynamics GP
4 24 (0.27%) Cloudability
5 21 (0.23%) NetSuite
6 10 (0.11%) Shopify
7 9 (0.10%) Payment Gateway
8 8 (0.089%) Relativity
8 8 (0.089%) Sage 50
8 8 (0.089%) SAP MDG
9 7 (0.078%) Distributed Ledger
10 6 (0.067%) Dynamics NAV
11 5 (0.056%) Elite 3E
11 5 (0.056%) Oracle ERP
12 4 (0.045%) Carpe Diem
12 4 (0.045%) Dynamics AX
12 4 (0.045%) Sage 200
13 3 (0.033%) Magento
13 3 (0.033%) Oracle EBS
13 3 (0.033%) SAP Business One
Cloud Services
1 2,965 (33.09%) Azure
2 1,534 (17.12%) AWS
3 1,450 (16.18%) Azure AI
4 1,443 (16.10%) Power Platform
5 642 (7.17%) SaaS
6 573 (6.40%) GCP
7 391 (4.36%) GitHub
8 387 (4.32%) Microsoft 365
9 312 (3.48%) Azure DevOps
10 296 (3.30%) Microsoft Copilot
11 290 (3.24%) Snowflake
12 272 (3.04%) Serverless
13 225 (2.51%) Anthropic Claude
14 190 (2.12%) GitHub Copilot
15 189 (2.11%) Entra ID
16 187 (2.09%) Cloud Computing
17 181 (2.02%) Power Automate
18 171 (1.91%) Adobe Analytics
19 149 (1.66%) Azure Synapse Analytics
20 138 (1.54%) Amazon S3
Communications & Networking
1 320 (3.57%) Broadband
2 106 (1.18%) Internet
3 86 (0.96%) Firewall
4 82 (0.92%) Network Security
5 74 (0.83%) VPN
6 57 (0.64%) DNS
7 36 (0.40%) WAN
8 30 (0.33%) TCP/IP
9 27 (0.30%) BGP
9 27 (0.30%) VLAN
10 19 (0.21%) MQTT
10 19 (0.21%) OSPF
11 18 (0.20%) VoIP
12 17 (0.19%) DHCP
12 17 (0.19%) HTTP
13 15 (0.17%) CTI
13 15 (0.17%) Wireless
14 13 (0.15%) LAN
14 13 (0.15%) VXLAN
15 10 (0.11%) 5G
Database & Business Intelligence
1 1,194 (13.33%) Power BI
2 948 (10.58%) Tableau
3 279 (3.11%) MongoDB
4 245 (2.73%) Data Warehouse
5 231 (2.58%) SQL Server
6 208 (2.32%) PostgreSQL
7 199 (2.22%) Azure SQL Database
8 193 (2.15%) Data Lake
9 158 (1.76%) Metadata
10 142 (1.58%) NoSQL
11 114 (1.27%) Big Data
12 100 (1.12%) Relational Database
13 96 (1.07%) MySQL
14 85 (0.95%) BigQuery
15 69 (0.77%) Elasticsearch
16 61 (0.68%) Redis
17 57 (0.64%) Amazon Redshift
17 57 (0.64%) Looker
18 54 (0.60%) Delta Lake
19 50 (0.56%) Star Schema
Development Applications
1 302 (3.37%) Git
2 147 (1.64%) Claude Code
3 141 (1.57%) JIRA
4 111 (1.24%) Jenkins
5 91 (1.02%) GitLab
6 66 (0.74%) MLflow
7 52 (0.58%) Visual Studio Code
8 40 (0.45%) Selenium
9 31 (0.35%) JUnit
10 27 (0.30%) Postman
10 27 (0.30%) Snyk
11 26 (0.29%) IBM UrbanCode
12 24 (0.27%) Maven
13 22 (0.25%) Cypress.io
14 14 (0.16%) Mockito
15 13 (0.15%) Vite
16 12 (0.13%) Spock
17 11 (0.12%) Cucumber
17 11 (0.12%) JMeter
17 11 (0.12%) SpecFlow
General
1 2,923 (32.62%) Social Skills
2 1,838 (20.51%) Finance
3 879 (9.81%) Analytical Skills
4 681 (7.60%) Marketing
5 646 (7.21%) Inclusion and Diversity
6 488 (5.45%) Legal
7 447 (4.99%) Public Sector
8 443 (4.94%) Law
9 348 (3.88%) Games
10 341 (3.81%) Banking
11 336 (3.75%) Retail
12 209 (2.33%) Manufacturing
13 202 (2.25%) Influencing Skills
14 184 (2.05%) Organisational Skills
15 115 (1.28%) Financial Institution
16 113 (1.26%) Advertising
16 113 (1.26%) Presentation Skills
17 88 (0.98%) Telecoms
18 87 (0.97%) Legal Technology
19 71 (0.79%) Automotive
Job Titles
1 1,484 (16.56%) Senior
2 1,156 (12.90%) Analyst
3 952 (10.63%) Lead
4 880 (9.82%) Developer
5 861 (9.61%) Architect
6 848 (9.46%) Data Analyst
7 827 (9.23%) Junior
8 777 (8.67%) Junior Analyst
9 772 (8.62%) Junior Data Analyst
10 697 (7.78%) Artificial Intelligence Engineer
11 559 (6.24%) Software Engineer
12 363 (4.05%) Data Engineer
13 359 (4.01%) Consultant
14 341 (3.81%) Solutions Architect
15 233 (2.60%) Python Engineer
16 231 (2.58%) Data Scientist
17 213 (2.38%) Senior Manager
18 207 (2.31%) .NET Developer
19 191 (2.13%) Artificial Intelligence Architect
20 190 (2.12%) Data Architect
Libraries, Frameworks & Software Standards
1 498 (5.56%) React
2 445 (4.97%) .NET
3 250 (2.79%) Node.js
4 247 (2.76%) REST
5 238 (2.66%) CSS
6 228 (2.54%) HTML
7 222 (2.48%) LangChain
8 210 (2.34%) RESTful
9 205 (2.29%) ASP.NET
10 187 (2.09%) ASP.NET Core
11 185 (2.06%) Kafka
12 182 (2.03%) PyTorch
13 178 (1.99%) .NET Core
14 156 (1.74%) ML.NET
15 132 (1.47%) TensorFlow
16 124 (1.38%) Blazor
16 124 (1.38%) FastAPI
16 124 (1.38%) Next.js
17 120 (1.34%) scikit-learn
18 117 (1.31%) PySpark
Miscellaneous
1 622 (6.94%) Cloud Native
2 534 (5.96%) AI Agents
3 354 (3.95%) Onboarding
4 289 (3.23%) Social Media
5 288 (3.21%) Distributed Systems
6 272 (3.04%) Product Ownership
7 207 (2.31%) Algorithms
8 166 (1.85%) Self-Motivation
9 161 (1.80%) Management Information System
10 143 (1.60%) Blog
11 137 (1.53%) Low-Code
11 137 (1.53%) Robotics
12 124 (1.38%) Data Centre
13 120 (1.34%) Enterprise Software
14 98 (1.09%) Mobile App
15 96 (1.07%) Legacy Systems
16 92 (1.03%) Greenfield Project
17 87 (0.97%) Virtual Team
18 81 (0.90%) Cyber Threat
19 79 (0.88%) IoT
Operating Systems
1 204 (2.28%) Linux
2 194 (2.17%) Windows
3 72 (0.80%) Android
4 63 (0.70%) Windows Server
5 46 (0.51%) Apple iOS
6 22 (0.25%) VMS
7 16 (0.18%) Mac OS
8 15 (0.17%) Unix
9 13 (0.15%) Ubuntu
10 6 (0.067%) Debian
11 5 (0.056%) Embedded Linux
11 5 (0.056%) Kali Linux
12 3 (0.033%) Gentoo
12 3 (0.033%) Red Hat Enterprise Linux
12 3 (0.033%) Windows Server 2019
13 2 (0.022%) Solaris
13 2 (0.022%) Windows 10
14 1 (0.011%) AIX
14 1 (0.011%) Alpine Linux
14 1 (0.011%) Windows Server 2016
Processes & Methodologies
1 1,900 (21.21%) Machine Learning
2 1,872 (20.89%) Analytics
3 1,553 (17.33%) Agile
4 1,377 (15.37%) Business Intelligence
5 1,303 (14.54%) Roadmaps
6 1,268 (14.15%) CI/CD
7 1,267 (14.14%) Software Engineering
8 1,073 (11.98%) Problem-Solving
9 1,057 (11.80%) Continuous Improvement
10 1,031 (11.51%) Decision-Making
11 987 (11.02%) LLM
12 941 (10.50%) Mentoring
13 904 (10.09%) DevOps
14 778 (8.68%) Generative AI
15 761 (8.49%) Data Science
16 721 (8.05%) Full-Stack Development
17 668 (7.46%) Stakeholder Management
18 587 (6.55%) Data Engineering
19 556 (6.21%) Data Modelling
20 537 (5.99%) Cybersecurity
Programming Languages
1 3,077 (34.34%) Python
2 1,934 (21.58%) SQL
3 525 (5.86%) JavaScript
4 522 (5.83%) C#
5 422 (4.71%) TypeScript
6 390 (4.35%) Java
7 181 (2.02%) C++
8 132 (1.47%) PowerShell
9 101 (1.13%) Bash
10 94 (1.05%) Go
11 72 (0.80%) Bicep
12 65 (0.73%) PHP
13 64 (0.71%) C
14 55 (0.61%) R
15 54 (0.60%) Scala
16 49 (0.55%) Rust
17 46 (0.51%) Kotlin
18 45 (0.50%) Ruby
19 36 (0.40%) Data Analysis Expressions
20 27 (0.30%) Kusto Query Language
Qualifications
1 1,201 (13.40%) Azure Certification
2 924 (10.31%) Degree
3 576 (6.43%) Security Cleared
4 333 (3.72%) SC Cleared
5 240 (2.68%) Computer Science Degree
6 178 (1.99%) AWS Certification
7 170 (1.90%) Master's Degree
8 169 (1.89%) DV Cleared
9 122 (1.36%) CISSP
10 108 (1.21%) PhD
11 91 (1.02%) ACCA
12 89 (0.99%) CISM
13 75 (0.84%) Microsoft Certification
14 73 (0.81%) CIMA
15 68 (0.76%) DBS Check
16 66 (0.74%) AWS Certified Solutions Architect
17 58 (0.65%) A+ Certification
18 57 (0.64%) Network+ Certification
19 49 (0.55%) AWS Certified Cloud Practitioner
20 42 (0.47%) Cisco Certification
Quality Assurance & Compliance
1 452 (5.04%) Data Quality
2 432 (4.82%) Accessibility
3 293 (3.27%) QA
4 260 (2.90%) GDPR
5 138 (1.54%) ISO/IEC 27001
6 101 (1.13%) GRC
7 95 (1.06%) NIST
8 82 (0.92%) WCAG
9 74 (0.83%) SLA
10 51 (0.57%) California Consumer Privacy Act
11 47 (0.52%) Cyber Essentials
12 36 (0.40%) PMO
13 32 (0.36%) IFRS
14 30 (0.33%) PCI DSS
15 25 (0.28%) Cyber Essentials PLUS
15 25 (0.28%) EU AI Act
16 22 (0.25%) HIPAA
16 22 (0.25%) NCSC
16 22 (0.25%) SOC 2
17 19 (0.21%) Actionable Recommendations
System Software
1 508 (5.67%) Docker
2 155 (1.73%) Active Directory
3 98 (1.09%) Virtual Machines
4 37 (0.41%) VMware Infrastructure
5 22 (0.25%) Firmware
6 20 (0.22%) Virtual Desktop
7 17 (0.19%) vSphere
8 13 (0.15%) Hyper-V
9 11 (0.12%) Embedded Firmware
10 8 (0.089%) Ceph
11 6 (0.067%) IAG
12 3 (0.033%) VMware NSX
13 2 (0.022%) Slurm Workload Manager
14 1 (0.011%) Apache Flume
14 1 (0.011%) ProxySG
14 1 (0.011%) VMware ESXi
Systems Management
1 510 (5.69%) Kubernetes
2 403 (4.50%) Terraform
3 128 (1.43%) Microsoft Intune
4 72 (0.80%) Ansible
5 66 (0.74%) Grafana
6 59 (0.66%) Prometheus
7 23 (0.26%) Puppet
8 20 (0.22%) Argo
9 18 (0.20%) Single Sign-On
10 17 (0.19%) Kubeflow
10 17 (0.19%) Podman
11 12 (0.13%) Progress Chef
12 11 (0.12%) Istio
13 7 (0.078%) Check_MK
13 7 (0.078%) Nagios
14 6 (0.067%) Control-M
14 6 (0.067%) Hadoop YARN
15 5 (0.056%) Autotask
15 5 (0.056%) Microsoft Clustering
15 5 (0.056%) Proxmox
Vendors
1 2,237 (24.97%) Microsoft
2 417 (4.65%) Databricks
3 325 (3.63%) Google
4 247 (2.76%) Adobe
5 239 (2.67%) OpenAI
6 148 (1.65%) Salesforce
7 132 (1.47%) Dell
8 120 (1.34%) Oracle
9 117 (1.31%) SAP
10 113 (1.26%) Cisco
11 106 (1.18%) ServiceNow
12 91 (1.02%) Foundry
13 68 (0.76%) HubSpot
14 60 (0.67%) CyberArk
15 59 (0.66%) Apple
16 53 (0.59%) Facebook
17 50 (0.56%) Informatica
18 44 (0.49%) VMware
19 43 (0.48%) Palo Alto
19 43 (0.48%) Sage