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

6 months to
8 Aug 2026
Same period 2025 Same period 2024
Rank 7 13 41
Rank change year-on-year +6 +28 +63
Permanent jobs citing AI 9,133 4,959 4,065
As % of all permanent jobs in the UK 8.68% 9.99% 4.90%
As % of the Processes & Methodologies category 11.77% 11.17% 6.04%
Number of salaries quoted 5,017 1,547 1,752
10th Percentile £40,000 £25,313 £41,250
25th Percentile £51,250 £45,000 £55,000
Median annual salary (50th Percentile) £71,000 £67,500 £72,500
Median % change year-on-year +5.19% -6.90% -3.33%
75th Percentile £95,000 £96,250 £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 77,565 44,386 67,277
As % of all permanent jobs advertised in the UK 73.71% 89.40% 81.08%
Number of salaries quoted 53,403 25,236 43,866
10th Percentile £30,580 £28,500 £31,250
25th Percentile £41,250 £37,170 £41,250
Median annual salary (50th Percentile) £60,000 £55,000 £55,000
Median % change year-on-year +9.09% - -8.71%
75th Percentile £78,750 £75,000 £75,000
90th Percentile £100,000 £97,500 £95,000
UK excluding London median annual salary £55,000 £48,500 £50,000
% change year-on-year +13.40% -3.00% -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 8 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 8 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 8,110 £70,626 +0.89% 8,170
UK excluding London -3 5,295 £65,000 +13.04% 3,147
London +15 3,247 £85,000 -2.86% 5,631
Work from Home 0 2,900 £70,000 +16.67% 3,038
North of England +10 1,590 £65,500 +19.09% 743
South East -2 1,173 £62,500 +48.81% 875
Midlands -8 831 £56,700 -5.50% 369
North West +25 808 £67,500 +12.50% 473
South West +6 601 £62,500 +13.64% 377
West Midlands -5 545 £60,000 - 252
East of England +25 538 £60,000 -6.98% 351
Yorkshire 0 535 £65,000 +73.33% 194
East Midlands -16 285 £52,500 -16.00% 117
Scotland -3 259 £70,000 +7.69% 306
North East +2 247 £65,000 +151.60% 80
Wales +19 192 £65,000 +18.18% 78
Northern Ireland +8 135 £73,665 -15.81% 93

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
1 209 (2.29%) SharePoint
2 129 (1.41%) Apache Airflow
3 128 (1.40%) Apache Spark
4 94 (1.03%) Confluence
5 84 (0.92%) CMS
6 83 (0.91%) Apache
7 59 (0.65%) Microsoft Exchange
8 49 (0.54%) Jupyter
9 38 (0.42%) WordPress
10 32 (0.35%) SAS
11 25 (0.27%) Palantir Foundry
12 24 (0.26%) ArcGIS
13 11 (0.12%) Camunda
14 9 (0.099%) Sitecore CMS
15 8 (0.088%) OpenStack
16 7 (0.077%) Adobe Experience Manager
16 7 (0.077%) Headless CMS
16 7 (0.077%) Oracle SOA Suite
17 5 (0.055%) Apache Pig
17 5 (0.055%) nginx
Applications
1 880 (9.64%) Microsoft Excel
2 123 (1.35%) Chatbot
3 93 (1.02%) Microsoft Office
4 57 (0.62%) Microsoft PowerPoint
5 43 (0.47%) UserZoom
6 32 (0.35%) MS Visio
7 20 (0.22%) 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 (0.088%) Adobe Premiere
11 8 (0.088%) LaTeX
12 7 (0.077%) Microsoft Project
12 7 (0.077%) SPSS
13 6 (0.066%) Trello
14 5 (0.055%) Camtasia
15 4 (0.044%) Sketch
Business Applications
1 77 (0.84%) Dynamics CRM
2 49 (0.54%) SAP S/4HANA
3 28 (0.31%) Dynamics GP
4 24 (0.26%) Cloudability
5 21 (0.23%) NetSuite
6 10 (0.11%) Shopify
7 9 (0.099%) Payment Gateway
8 8 (0.088%) Distributed Ledger
8 8 (0.088%) Relativity
8 8 (0.088%) Sage 50
8 8 (0.088%) SAP MDG
9 6 (0.066%) Dynamics NAV
10 5 (0.055%) Elite 3E
10 5 (0.055%) Oracle ERP
10 5 (0.055%) Sage 200
11 4 (0.044%) Carpe Diem
11 4 (0.044%) Dynamics AX
12 3 (0.033%) Magento
12 3 (0.033%) Salesforce CRM
12 3 (0.033%) SAP Business One
Cloud Services
1 2,958 (32.39%) Azure
2 1,583 (17.33%) AWS
3 1,407 (15.41%) Power Platform
4 1,398 (15.31%) Azure AI
5 667 (7.30%) SaaS
6 599 (6.56%) GCP
7 408 (4.47%) Microsoft 365
8 403 (4.41%) GitHub
9 317 (3.47%) Azure DevOps
10 309 (3.38%) Microsoft Copilot
11 299 (3.27%) Snowflake
12 280 (3.07%) Serverless
13 238 (2.61%) Anthropic Claude
14 198 (2.17%) GitHub Copilot
15 197 (2.16%) Entra ID
16 193 (2.11%) Power Automate
17 187 (2.05%) Cloud Computing
18 171 (1.87%) Adobe Analytics
19 152 (1.66%) Azure Synapse Analytics
20 145 (1.59%) Amazon S3
Communications & Networking
1 321 (3.51%) Broadband
2 108 (1.18%) Internet
3 87 (0.95%) Firewall
3 87 (0.95%) Network Security
4 74 (0.81%) VPN
5 59 (0.65%) DNS
6 36 (0.39%) WAN
7 31 (0.34%) TCP/IP
8 27 (0.30%) BGP
8 27 (0.30%) VLAN
9 20 (0.22%) HTTP
10 19 (0.21%) MQTT
10 19 (0.21%) OSPF
11 18 (0.20%) DHCP
11 18 (0.20%) VoIP
12 15 (0.16%) Wireless
13 14 (0.15%) CTI
14 13 (0.14%) LAN
14 13 (0.14%) VXLAN
15 10 (0.11%) 5G
Database & Business Intelligence
1 1,149 (12.58%) Power BI
2 892 (9.77%) Tableau
3 282 (3.09%) MongoDB
4 253 (2.77%) Data Warehouse
5 231 (2.53%) SQL Server
6 217 (2.38%) PostgreSQL
7 200 (2.19%) Azure SQL Database
7 200 (2.19%) Data Lake
8 171 (1.87%) Metadata
9 149 (1.63%) NoSQL
10 117 (1.28%) Big Data
11 104 (1.14%) Relational Database
12 98 (1.07%) MySQL
13 87 (0.95%) BigQuery
14 68 (0.74%) Elasticsearch
15 64 (0.70%) Redis
16 58 (0.64%) Amazon Redshift
16 58 (0.64%) Looker
17 56 (0.61%) Delta Lake
18 52 (0.57%) Star Schema
Development Applications
1 314 (3.44%) Git
2 151 (1.65%) Claude Code
3 148 (1.62%) JIRA
4 114 (1.25%) Jenkins
5 90 (0.99%) GitLab
6 67 (0.73%) MLflow
7 52 (0.57%) Visual Studio Code
8 40 (0.44%) Selenium
9 32 (0.35%) JUnit
10 28 (0.31%) Postman
11 27 (0.30%) IBM UrbanCode
11 27 (0.30%) Maven
11 27 (0.30%) Snyk
12 23 (0.25%) Cypress.io
13 15 (0.16%) Mockito
14 13 (0.14%) Vite
15 12 (0.13%) Spock
16 11 (0.12%) Cucumber
16 11 (0.12%) JMeter
17 10 (0.11%) SpecFlow
General
1 2,934 (32.13%) Social Skills
2 1,925 (21.08%) Finance
3 935 (10.24%) Analytical Skills
4 714 (7.82%) Marketing
5 689 (7.54%) Inclusion and Diversity
6 503 (5.51%) Legal
7 470 (5.15%) Law
8 462 (5.06%) Public Sector
9 360 (3.94%) Banking
10 347 (3.80%) Games
11 345 (3.78%) Retail
12 219 (2.40%) Manufacturing
13 212 (2.32%) Influencing Skills
14 192 (2.10%) Organisational Skills
15 120 (1.31%) Financial Institution
16 119 (1.30%) Presentation Skills
17 114 (1.25%) Advertising
18 92 (1.01%) Telecoms
19 88 (0.96%) Legal Technology
20 71 (0.78%) Automotive
Job Titles
1 1,525 (16.70%) Senior
2 1,115 (12.21%) Analyst
3 983 (10.76%) Lead
4 886 (9.70%) Architect
5 885 (9.69%) Developer
6 793 (8.68%) Data Analyst
7 776 (8.50%) Junior
8 722 (7.91%) Junior Analyst
9 717 (7.85%) Junior Data Analyst
10 706 (7.73%) Artificial Intelligence Engineer
11 577 (6.32%) Software Engineer
12 372 (4.07%) Data Engineer
13 371 (4.06%) Consultant
14 353 (3.87%) Solutions Architect
15 241 (2.64%) Data Scientist
16 234 (2.56%) Python Engineer
17 220 (2.41%) Senior Manager
18 207 (2.27%) .NET Developer
19 197 (2.16%) Artificial Intelligence Architect
20 195 (2.14%) Data Architect
Libraries, Frameworks & Software Standards
1 507 (5.55%) React
2 450 (4.93%) .NET
3 252 (2.76%) Node.js
4 248 (2.72%) REST
5 239 (2.62%) CSS
6 229 (2.51%) HTML
7 228 (2.50%) LangChain
8 213 (2.33%) RESTful
9 205 (2.24%) ASP.NET
10 189 (2.07%) PyTorch
11 187 (2.05%) ASP.NET Core
12 186 (2.04%) Kafka
13 178 (1.95%) .NET Core
14 156 (1.71%) ML.NET
15 137 (1.50%) TensorFlow
16 127 (1.39%) Next.js
17 126 (1.38%) FastAPI
18 125 (1.37%) Blazor
19 123 (1.35%) scikit-learn
20 122 (1.34%) PySpark
Miscellaneous
1 645 (7.06%) Cloud Native
2 570 (6.24%) AI Agents
3 373 (4.08%) Onboarding
4 296 (3.24%) Social Media
5 295 (3.23%) Distributed Systems
6 279 (3.05%) Product Ownership
7 211 (2.31%) Algorithms
8 175 (1.92%) Self-Motivation
9 167 (1.83%) Management Information System
10 154 (1.69%) Blog
11 141 (1.54%) Low-Code
11 141 (1.54%) Robotics
12 127 (1.39%) Data Centre
13 125 (1.37%) Enterprise Software
14 101 (1.11%) Legacy Systems
14 101 (1.11%) Mobile App
15 93 (1.02%) Greenfield Project
16 89 (0.97%) Virtual Team
17 82 (0.90%) Cyber Threat
18 79 (0.86%) Marketing Technology
Operating Systems
1 208 (2.28%) Linux
2 204 (2.23%) Windows
3 72 (0.79%) Android
4 66 (0.72%) Windows Server
5 47 (0.51%) Apple iOS
6 23 (0.25%) VMS
7 16 (0.18%) Mac OS
7 16 (0.18%) Unix
8 13 (0.14%) Ubuntu
9 6 (0.066%) Debian
10 5 (0.055%) Embedded Linux
10 5 (0.055%) Kali Linux
11 3 (0.033%) Gentoo
11 3 (0.033%) Red Hat Enterprise Linux
11 3 (0.033%) Solaris
11 3 (0.033%) Windows 10
11 3 (0.033%) Windows Server 2019
12 1 (0.011%) AIX
12 1 (0.011%) Alpine Linux
12 1 (0.011%) Windows Server 2016
Processes & Methodologies
1 1,966 (21.53%) Machine Learning
2 1,915 (20.97%) Analytics
3 1,597 (17.49%) Agile
4 1,344 (14.72%) Business Intelligence
5 1,338 (14.65%) Roadmaps
6 1,311 (14.35%) Software Engineering
7 1,299 (14.22%) CI/CD
8 1,120 (12.26%) Problem-Solving
9 1,091 (11.95%) Continuous Improvement
10 1,049 (11.49%) Decision-Making
11 1,033 (11.31%) LLM
12 967 (10.59%) Mentoring
13 920 (10.07%) DevOps
14 810 (8.87%) Generative AI
15 795 (8.70%) Data Science
16 727 (7.96%) Full-Stack Development
17 711 (7.78%) Stakeholder Management
18 598 (6.55%) Data Engineering
19 571 (6.25%) Data Modelling
20 554 (6.07%) Cybersecurity
Programming Languages
1 3,071 (33.63%) Python
2 1,919 (21.01%) SQL
3 535 (5.86%) JavaScript
4 528 (5.78%) C#
5 439 (4.81%) TypeScript
6 405 (4.43%) Java
7 186 (2.04%) C++
8 140 (1.53%) PowerShell
9 100 (1.09%) Bash
10 94 (1.03%) Go
11 75 (0.82%) Bicep
12 68 (0.74%) PHP
13 66 (0.72%) C
14 60 (0.66%) Scala
15 59 (0.65%) R
16 50 (0.55%) Rust
17 48 (0.53%) Ruby
18 47 (0.51%) Kotlin
19 38 (0.42%) Data Analysis Expressions
20 27 (0.30%) Kusto Query Language
Qualifications
1 1,151 (12.60%) Azure Certification
2 970 (10.62%) Degree
3 602 (6.59%) Security Cleared
4 348 (3.81%) SC Cleared
5 259 (2.84%) Computer Science Degree
6 187 (2.05%) Master's Degree
7 180 (1.97%) AWS Certification
8 176 (1.93%) DV Cleared
9 125 (1.37%) CISSP
10 112 (1.23%) PhD
11 94 (1.03%) ACCA
12 91 (1.00%) CISM
13 82 (0.90%) Microsoft Certification
14 75 (0.82%) CIMA
15 67 (0.73%) DBS Check
16 66 (0.72%) AWS Certified Solutions Architect
17 59 (0.65%) A+ Certification
18 57 (0.62%) Network+ Certification
19 49 (0.54%) AWS Certified Cloud Practitioner
20 43 (0.47%) BPSS Clearance
Quality Assurance & Compliance
1 476 (5.21%) Data Quality
2 437 (4.78%) Accessibility
3 311 (3.41%) QA
4 271 (2.97%) GDPR
5 147 (1.61%) ISO/IEC 27001
6 105 (1.15%) GRC
7 104 (1.14%) NIST
8 81 (0.89%) WCAG
9 76 (0.83%) SLA
10 51 (0.56%) California Consumer Privacy Act
11 49 (0.54%) Cyber Essentials
12 36 (0.39%) PMO
13 34 (0.37%) IFRS
14 30 (0.33%) PCI DSS
15 25 (0.27%) Cyber Essentials PLUS
16 24 (0.26%) EU AI Act
16 24 (0.26%) NCSC
17 22 (0.24%) HIPAA
17 22 (0.24%) SOC 2
18 21 (0.23%) ISO/IEC 42001
System Software
1 521 (5.70%) Docker
2 162 (1.77%) Active Directory
3 98 (1.07%) Virtual Machines
4 40 (0.44%) VMware Infrastructure
5 23 (0.25%) Firmware
6 20 (0.22%) Virtual Desktop
7 17 (0.19%) vSphere
8 16 (0.18%) Hyper-V
9 11 (0.12%) Embedded Firmware
10 8 (0.088%) Ceph
11 6 (0.066%) 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
1 527 (5.77%) Kubernetes
2 414 (4.53%) Terraform
3 135 (1.48%) Microsoft Intune
4 75 (0.82%) Ansible
5 65 (0.71%) 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 (0.19%) Podman
11 13 (0.14%) Progress Chef
12 11 (0.12%) Istio
13 7 (0.077%) Check_MK
13 7 (0.077%) Nagios
14 6 (0.066%) Control-M
14 6 (0.066%) Hadoop YARN
15 5 (0.055%) Functional Safety
15 5 (0.055%) Packer
15 5 (0.055%) SCCM
Vendors
1 2,230 (24.42%) Microsoft
2 437 (4.78%) Databricks
3 353 (3.87%) Google
4 256 (2.80%) OpenAI
5 250 (2.74%) Adobe
6 155 (1.70%) Salesforce
7 130 (1.42%) Dell
8 122 (1.34%) Oracle
9 120 (1.31%) SAP
10 112 (1.23%) Cisco
11 111 (1.22%) ServiceNow
12 91 (1.00%) Foundry
13 74 (0.81%) HubSpot
14 61 (0.67%) Apple
15 59 (0.65%) CyberArk
15 59 (0.65%) Facebook
16 52 (0.57%) Informatica
17 47 (0.51%) Sage
18 46 (0.50%) VMware
19 44 (0.48%) Palo Alto