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

6 months to
11 Aug 2026
Same period 2025 Same period 2024
Rank 7 13 41
Rank change year-on-year +6 +28 +62
Permanent jobs citing AI 9,205 4,935 4,096
As % of all permanent jobs in the UK 8.67% 9.91% 4.90%
As % of the Processes & Methodologies category 11.80% 11.10% 6.04%
Number of salaries quoted 5,051 1,493 1,761
10th Percentile £40,000 £25,313 £41,250
25th Percentile £51,300 £45,000 £55,000
Median annual salary (50th Percentile) £72,500 £70,000 £72,500
Median % change year-on-year +3.57% -3.45% -3.33%
75th Percentile £95,000 £97,500 £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 78,019 44,452 67,790
As % of all permanent jobs advertised in the UK 73.52% 89.29% 81.16%
Number of salaries quoted 53,759 25,267 43,796
10th Percentile £30,750 £28,500 £31,250
25th Percentile £41,250 £37,000 £41,250
Median annual salary (50th Percentile) £60,000 £55,000 £55,000
Median % change year-on-year +9.09% - -9.09%
75th Percentile £78,750 £75,000 £75,000
90th Percentile £100,000 £97,500 £95,000
UK excluding London median annual salary £55,000 £48,000 £50,000
% change year-on-year +14.58% -4.00% -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 11 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 11 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 8,168 £70,752 +1.07% 8,330
UK excluding London -3 5,343 £65,000 +13.04% 3,156
London +15 3,273 £85,000 -2.86% 5,805
Work from Home 0 2,912 £70,000 +21.74% 3,112
North of England +11 1,596 £65,000 +14.04% 758
South East -1 1,186 £62,500 +50.60% 875
Midlands -8 840 £57,250 -4.58% 347
North West +26 812 £67,500 +12.50% 478
South West +6 608 £65,000 +15.56% 368
West Midlands -4 552 £60,000 - 242
East of England +30 537 £60,000 +4.35% 345
Yorkshire -1 534 £65,000 +57.58% 208
East Midlands -15 287 £52,500 -16.00% 105
Scotland -1 265 £70,000 +7.69% 329
North East +3 250 £65,000 +126.74% 76
Wales +21 200 £65,000 +18.18% 74
Northern Ireland +6 135 £74,830 -14.48% 106

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
1 213 (2.31%) SharePoint
2 130 (1.41%) Apache Spark
3 128 (1.39%) Apache Airflow
4 96 (1.04%) Confluence
5 87 (0.95%) CMS
6 84 (0.91%) Apache
7 60 (0.65%) Microsoft Exchange
8 48 (0.52%) Jupyter
9 39 (0.42%) WordPress
10 31 (0.34%) SAS
11 26 (0.28%) Palantir Foundry
12 21 (0.23%) ArcGIS
13 11 (0.12%) Camunda
14 9 (0.098%) Sitecore CMS
15 8 (0.087%) OpenStack
16 7 (0.076%) Adobe Experience Manager
16 7 (0.076%) Headless CMS
16 7 (0.076%) Oracle SOA Suite
17 6 (0.065%) IIS
17 6 (0.065%) nginx
Applications
1 892 (9.69%) Microsoft Excel
2 122 (1.33%) Chatbot
3 95 (1.03%) Microsoft Office
4 60 (0.65%) Microsoft PowerPoint
5 43 (0.47%) UserZoom
6 33 (0.36%) MS Visio
7 19 (0.21%) Spreadsheet
8 18 (0.20%) Adobe After Effects
8 18 (0.20%) Adobe Creative Suite
8 18 (0.20%) Adobe Illustrator
8 18 (0.20%) Photoshop
9 14 (0.15%) InDesign
10 10 (0.11%) Simulink
11 8 (0.087%) Adobe Premiere
11 8 (0.087%) LaTeX
12 7 (0.076%) SPSS
13 6 (0.065%) Microsoft Project
13 6 (0.065%) Trello
14 5 (0.054%) Camtasia
15 4 (0.043%) Sketch
Business Applications
1 80 (0.87%) Dynamics CRM
2 49 (0.53%) SAP S/4HANA
3 28 (0.30%) Dynamics GP
4 24 (0.26%) Cloudability
5 21 (0.23%) NetSuite
6 10 (0.11%) Shopify
7 9 (0.098%) Payment Gateway
8 8 (0.087%) Relativity
8 8 (0.087%) Sage 50
8 8 (0.087%) SAP MDG
9 7 (0.076%) Distributed Ledger
10 6 (0.065%) Dynamics NAV
11 5 (0.054%) Elite 3E
11 5 (0.054%) Oracle ERP
11 5 (0.054%) Sage 200
12 4 (0.043%) Carpe Diem
12 4 (0.043%) Dynamics AX
13 3 (0.033%) Magento
13 3 (0.033%) Oracle EBS
13 3 (0.033%) Q-Pulse
Cloud Services
1 2,973 (32.30%) Azure
2 1,592 (17.29%) AWS
3 1,409 (15.31%) Power Platform
4 1,402 (15.23%) Azure AI
5 677 (7.35%) SaaS
6 606 (6.58%) GCP
7 412 (4.48%) Microsoft 365
8 411 (4.46%) GitHub
9 322 (3.50%) Azure DevOps
10 312 (3.39%) Microsoft Copilot
11 307 (3.34%) Snowflake
12 283 (3.07%) Serverless
13 245 (2.66%) Anthropic Claude
14 203 (2.21%) GitHub Copilot
15 195 (2.12%) Entra ID
16 194 (2.11%) Power Automate
17 185 (2.01%) Cloud Computing
18 162 (1.76%) Adobe Analytics
19 152 (1.65%) Azure Synapse Analytics
20 146 (1.59%) Amazon S3
Communications & Networking
1 312 (3.39%) Broadband
2 108 (1.17%) Internet
3 89 (0.97%) Firewall
4 87 (0.95%) Network Security
5 73 (0.79%) VPN
6 61 (0.66%) DNS
7 34 (0.37%) WAN
8 33 (0.36%) TCP/IP
9 27 (0.29%) BGP
9 27 (0.29%) VLAN
10 20 (0.22%) HTTP
11 19 (0.21%) MQTT
11 19 (0.21%) OSPF
12 18 (0.20%) DHCP
12 18 (0.20%) VoIP
13 15 (0.16%) Wireless
14 14 (0.15%) CTI
15 13 (0.14%) LAN
15 13 (0.14%) VXLAN
16 10 (0.11%) 5G
Database & Business Intelligence
1 1,146 (12.45%) Power BI
2 893 (9.70%) Tableau
3 281 (3.05%) MongoDB
4 255 (2.77%) Data Warehouse
5 230 (2.50%) SQL Server
6 219 (2.38%) PostgreSQL
7 206 (2.24%) Data Lake
8 201 (2.18%) Azure SQL Database
9 174 (1.89%) Metadata
10 149 (1.62%) NoSQL
11 121 (1.31%) Big Data
12 105 (1.14%) Relational Database
13 98 (1.06%) MySQL
14 89 (0.97%) BigQuery
15 67 (0.73%) Elasticsearch
16 65 (0.71%) Redis
17 61 (0.66%) Amazon Redshift
18 56 (0.61%) Looker
19 55 (0.60%) Delta Lake
20 53 (0.58%) DynamoDB
Development Applications
1 317 (3.44%) Git
2 154 (1.67%) Claude Code
3 150 (1.63%) JIRA
4 114 (1.24%) Jenkins
5 89 (0.97%) GitLab
6 67 (0.73%) MLflow
7 52 (0.56%) Visual Studio Code
8 40 (0.43%) Selenium
9 32 (0.35%) JUnit
10 27 (0.29%) IBM UrbanCode
10 27 (0.29%) Maven
10 27 (0.29%) Postman
10 27 (0.29%) Snyk
11 24 (0.26%) Cypress.io
12 15 (0.16%) Mockito
13 13 (0.14%) Vite
14 12 (0.13%) Spock
15 11 (0.12%) Cucumber
15 11 (0.12%) JMeter
15 11 (0.12%) Storybook
General
1 2,955 (32.10%) Social Skills
2 1,962 (21.31%) Finance
3 954 (10.36%) Analytical Skills
4 730 (7.93%) Marketing
5 702 (7.63%) Inclusion and Diversity
6 511 (5.55%) Legal
7 477 (5.18%) Law
8 467 (5.07%) Public Sector
9 367 (3.99%) Banking
10 345 (3.75%) Retail
11 334 (3.63%) Games
12 223 (2.42%) Manufacturing
13 218 (2.37%) Influencing Skills
14 196 (2.13%) Organisational Skills
15 124 (1.35%) Financial Institution
16 117 (1.27%) Presentation Skills
17 116 (1.26%) Advertising
18 93 (1.01%) Telecoms
19 88 (0.96%) Legal Technology
20 68 (0.74%) Automotive
Job Titles
1 1,544 (16.77%) Senior
2 1,119 (12.16%) Analyst
3 995 (10.81%) Lead
4 905 (9.83%) Architect
5 890 (9.67%) Developer
6 791 (8.59%) Data Analyst
7 777 (8.44%) Junior
8 722 (7.84%) Junior Analyst
9 717 (7.79%) Junior Data Analyst
10 713 (7.75%) Artificial Intelligence Engineer
11 583 (6.33%) Software Engineer
12 374 (4.06%) Data Engineer
13 373 (4.05%) Consultant
14 364 (3.95%) Solutions Architect
15 241 (2.62%) Data Scientist
16 234 (2.54%) Python Engineer
17 224 (2.43%) Senior Manager
18 207 (2.25%) .NET Developer
19 202 (2.19%) Artificial Intelligence Architect
20 199 (2.16%) Data Architect
Libraries, Frameworks & Software Standards
1 510 (5.54%) React
2 454 (4.93%) .NET
3 257 (2.79%) Node.js
4 251 (2.73%) REST
5 241 (2.62%) CSS
6 234 (2.54%) LangChain
7 233 (2.53%) HTML
8 212 (2.30%) RESTful
9 205 (2.23%) ASP.NET
10 190 (2.06%) PyTorch
11 187 (2.03%) ASP.NET Core
12 184 (2.00%) Kafka
13 179 (1.94%) .NET Core
14 156 (1.69%) ML.NET
15 142 (1.54%) TensorFlow
16 128 (1.39%) Next.js
17 125 (1.36%) Blazor
17 125 (1.36%) FastAPI
17 125 (1.36%) scikit-learn
18 121 (1.31%) PySpark
Miscellaneous
1 655 (7.12%) Cloud Native
2 592 (6.43%) AI Agents
3 377 (4.10%) Onboarding
4 296 (3.22%) Distributed Systems
5 289 (3.14%) Social Media
6 288 (3.13%) Product Ownership
7 208 (2.26%) Algorithms
8 177 (1.92%) Self-Motivation
9 171 (1.86%) Management Information System
10 161 (1.75%) Blog
11 144 (1.56%) Low-Code
12 141 (1.53%) Robotics
13 126 (1.37%) Enterprise Software
14 124 (1.35%) Data Centre
15 100 (1.09%) Mobile App
16 99 (1.08%) Legacy Systems
17 95 (1.03%) Greenfield Project
18 89 (0.97%) Virtual Team
19 83 (0.90%) Cyber Threat
20 79 (0.86%) Marketing Technology
Operating Systems
1 210 (2.28%) Linux
2 206 (2.24%) Windows
3 74 (0.80%) Android
4 65 (0.71%) Windows Server
5 49 (0.53%) Apple iOS
6 23 (0.25%) VMS
7 17 (0.18%) Unix
8 16 (0.17%) Mac OS
9 14 (0.15%) Ubuntu
10 6 (0.065%) Debian
11 5 (0.054%) Embedded Linux
11 5 (0.054%) Kali Linux
12 4 (0.043%) Red Hat Enterprise Linux
13 3 (0.033%) Gentoo
13 3 (0.033%) Solaris
13 3 (0.033%) Windows 10
13 3 (0.033%) Windows Server 2019
14 1 (0.011%) AIX
14 1 (0.011%) Alpine Linux
14 1 (0.011%) Windows Server 2016
Processes & Methodologies
1 1,994 (21.66%) Machine Learning
2 1,927 (20.93%) Analytics
3 1,596 (17.34%) Agile
4 1,351 (14.68%) Business Intelligence
5 1,345 (14.61%) Roadmaps
6 1,327 (14.42%) Software Engineering
7 1,313 (14.26%) CI/CD
8 1,130 (12.28%) Problem-Solving
9 1,096 (11.91%) Continuous Improvement
10 1,056 (11.47%) Decision-Making
11 1,050 (11.41%) LLM
12 978 (10.62%) Mentoring
13 922 (10.02%) DevOps
14 818 (8.89%) Generative AI
15 807 (8.77%) Data Science
16 733 (7.96%) Full-Stack Development
17 729 (7.92%) Stakeholder Management
18 612 (6.65%) Data Engineering
19 576 (6.26%) Data Modelling
20 568 (6.17%) Cybersecurity
Programming Languages
1 3,078 (33.44%) Python
2 1,938 (21.05%) SQL
3 538 (5.84%) JavaScript
4 534 (5.80%) C#
5 440 (4.78%) TypeScript
6 410 (4.45%) Java
7 187 (2.03%) C++
8 141 (1.53%) PowerShell
9 101 (1.10%) Bash
10 94 (1.02%) Go
11 75 (0.81%) Bicep
12 67 (0.73%) PHP
13 66 (0.72%) C
14 61 (0.66%) Scala
15 59 (0.64%) R
16 50 (0.54%) Rust
17 48 (0.52%) Ruby
18 47 (0.51%) Kotlin
19 38 (0.41%) Data Analysis Expressions
20 27 (0.29%) Kusto Query Language
Qualifications
1 1,153 (12.53%) Azure Certification
2 976 (10.60%) Degree
3 608 (6.61%) Security Cleared
4 355 (3.86%) SC Cleared
5 264 (2.87%) Computer Science Degree
6 194 (2.11%) Master's Degree
7 178 (1.93%) AWS Certification
7 178 (1.93%) DV Cleared
8 127 (1.38%) CISSP
9 113 (1.23%) PhD
10 94 (1.02%) ACCA
11 92 (1.00%) CISM
12 83 (0.90%) Microsoft Certification
13 76 (0.83%) CIMA
14 66 (0.72%) AWS Certified Solutions Architect
14 66 (0.72%) DBS Check
15 59 (0.64%) A+ Certification
16 57 (0.62%) Network+ Certification
17 48 (0.52%) AWS Certified Cloud Practitioner
18 43 (0.47%) BPSS Clearance
Quality Assurance & Compliance
1 483 (5.25%) Data Quality
2 427 (4.64%) Accessibility
3 308 (3.35%) QA
4 273 (2.97%) GDPR
5 151 (1.64%) ISO/IEC 27001
6 107 (1.16%) GRC
6 107 (1.16%) NIST
7 81 (0.88%) WCAG
8 76 (0.83%) SLA
9 51 (0.55%) California Consumer Privacy Act
10 49 (0.53%) Cyber Essentials
11 36 (0.39%) PMO
12 32 (0.35%) IFRS
13 29 (0.32%) PCI DSS
14 26 (0.28%) Cyber Essentials PLUS
15 25 (0.27%) EU AI Act
15 25 (0.27%) NCSC
16 22 (0.24%) HIPAA
17 21 (0.23%) Actionable Recommendations
17 21 (0.23%) SOC 2
System Software
1 520 (5.65%) Docker
2 161 (1.75%) Active Directory
3 99 (1.08%) Virtual Machines
4 41 (0.45%) VMware Infrastructure
5 23 (0.25%) Firmware
6 20 (0.22%) Virtual Desktop
7 17 (0.18%) vSphere
8 16 (0.17%) Hyper-V
9 11 (0.12%) Embedded Firmware
10 8 (0.087%) Ceph
11 6 (0.065%) IAG
12 3 (0.033%) VMware NSX
13 2 (0.022%) ProxySG
13 2 (0.022%) Slurm Workload Manager
14 1 (0.011%) Apache Flume
14 1 (0.011%) Lustre
14 1 (0.011%) VMware ESXi
Systems Management
1 528 (5.74%) Kubernetes
2 412 (4.48%) Terraform
3 135 (1.47%) Microsoft Intune
4 73 (0.79%) Ansible
5 64 (0.70%) Grafana
6 56 (0.61%) Prometheus
7 24 (0.26%) Puppet
8 20 (0.22%) Argo
8 20 (0.22%) Single Sign-On
9 19 (0.21%) Kubeflow
10 17 (0.18%) Podman
11 13 (0.14%) Progress Chef
12 11 (0.12%) Istio
13 7 (0.076%) Check_MK
13 7 (0.076%) Nagios
14 6 (0.065%) Control-M
14 6 (0.065%) Hadoop YARN
15 5 (0.054%) Microsoft Clustering
15 5 (0.054%) Packer
15 5 (0.054%) SCCM
Vendors
1 2,254 (24.49%) Microsoft
2 446 (4.85%) Databricks
3 361 (3.92%) Google
4 259 (2.81%) OpenAI
5 242 (2.63%) Adobe
6 156 (1.69%) Salesforce
7 129 (1.40%) Dell
8 122 (1.33%) Oracle
9 119 (1.29%) SAP
10 113 (1.23%) Cisco
11 112 (1.22%) ServiceNow
12 93 (1.01%) Foundry
13 74 (0.80%) HubSpot
14 64 (0.70%) Apple
15 60 (0.65%) Facebook
16 59 (0.64%) CyberArk
17 50 (0.54%) Informatica
18 47 (0.51%) VMware
19 46 (0.50%) Sage
20 45 (0.49%) Palo Alto