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

6 months to
14 Jun 2026
Same period 2025 Same period 2024
Rank 10 16 49
Rank change year-on-year +6 +33 +67
Permanent jobs citing AI 7,249 4,471 4,771
As % of all permanent jobs in the UK 7.80% 10.05% 4.43%
As % of the Processes & Methodologies category 10.71% 10.85% 5.39%
Number of salaries quoted 3,864 1,402 2,213
10th Percentile £40,000 £25,313 £40,000
25th Percentile £51,250 £46,250 £50,000
Median annual salary (50th Percentile) £70,000 £66,296 £70,000
Median % change year-on-year +5.59% -5.29% -6.67%
75th Percentile £95,000 £96,250 £92,500
90th Percentile £110,000 £117,500 £115,000
UK excluding London median annual salary £62,500 £64,000 £60,000
% change year-on-year -2.34% +6.67% -13.32%

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 67,701 41,203 88,451
As % of all permanent jobs advertised in the UK 72.85% 92.64% 82.16%
Number of salaries quoted 46,469 21,965 62,595
10th Percentile £30,000 £29,000 £29,613
25th Percentile £41,250 £39,500 £40,000
Median annual salary (50th Percentile) £60,000 £57,500 £55,000
Median % change year-on-year +4.35% +4.55% -9.69%
75th Percentile £78,750 £77,500 £72,500
90th Percentile £100,000 £100,000 £92,500
UK excluding London median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - -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 14 June 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 14 June 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 6,547 £70,000 +5.50% 2,852
UK excluding London -1 4,328 £62,500 -2.34% 1,811
London +17 2,464 £85,000 -5.56% 1,469
Work from Home -3 2,236 £70,000 +5.74% 1,496
North of England +12 1,337 £67,500 +22.73% 501
South East +2 1,001 £60,000 +20.00% 629
Midlands -7 712 £55,000 -4.35% 198
North West +29 656 £72,500 +11.54% 302
Yorkshire -6 502 £65,000 +153.66% 150
East of England +24 470 £59,450 -10.22% 157
South West 0 465 £60,000 - 228
West Midlands -5 449 £55,000 -4.35% 127
East Midlands -13 262 £52,500 -8.82% 69
Scotland +2 206 £70,000 +38.76% 66
North East +2 179 £65,000 +52.94% 51
Wales +20 115 £53,585 -22.34% 37
Northern Ireland +10 52 £72,500 - 40

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
1 127 (1.75%) SharePoint
2 117 (1.61%) Apache Airflow
3 103 (1.42%) Apache Spark
4 71 (0.98%) CMS
5 70 (0.97%) Confluence
6 66 (0.91%) Jupyter
7 51 (0.70%) Apache
8 37 (0.51%) WordPress
9 33 (0.46%) Microsoft Exchange
10 28 (0.39%) ArcGIS
11 27 (0.37%) Palantir Foundry
12 18 (0.25%) SAS
13 7 (0.097%) Appian
13 7 (0.097%) Headless CMS
13 7 (0.097%) Sitecore CMS
14 6 (0.083%) IIS
15 4 (0.055%) JBoss
15 4 (0.055%) WebSphere
16 3 (0.041%) ColdFusion
16 3 (0.041%) Oracle Workflow
Applications
1 980 (13.52%) Microsoft Excel
2 107 (1.48%) Chatbot
3 73 (1.01%) Microsoft Office
4 55 (0.76%) Microsoft PowerPoint
5 37 (0.51%) UserZoom
6 27 (0.37%) Spreadsheet
7 22 (0.30%) MS Visio
8 13 (0.18%) Adobe Creative Suite
8 13 (0.18%) Photoshop
9 12 (0.17%) Adobe After Effects
9 12 (0.17%) Adobe Illustrator
10 9 (0.12%) Simulink
11 8 (0.11%) InDesign
12 6 (0.083%) Camtasia
12 6 (0.083%) Microsoft Project
13 5 (0.069%) Adobe Premiere
14 4 (0.055%) CapCut
14 4 (0.055%) Sketch
15 3 (0.041%) Adobe XD
15 3 (0.041%) Productboard
Business Applications
1 36 (0.50%) Dynamics CRM
2 24 (0.33%) Cloudability
2 24 (0.33%) SAP S/4HANA
3 15 (0.21%) NetSuite
4 8 (0.11%) Sage 50
5 7 (0.097%) Salesforce CRM
6 6 (0.083%) Distributed Ledger
6 6 (0.083%) Oracle ERP
7 5 (0.069%) Oracle EBS
8 4 (0.055%) Dynamics AX
9 3 (0.041%) Dynamics GP
9 3 (0.041%) Dynamics NAV
9 3 (0.041%) Relativity
9 3 (0.041%) SAP MDG
9 3 (0.041%) Shopify
9 3 (0.041%) Sparx Enterprise Architect
9 3 (0.041%) Workday HCM
10 2 (0.028%) Oracle Procure-to-Pay
10 2 (0.028%) Payment Gateway
10 2 (0.028%) Sage 200
Cloud Services
1 2,622 (36.17%) Azure
2 1,455 (20.07%) Azure AI
3 1,345 (18.55%) Power Platform
4 1,095 (15.11%) AWS
5 545 (7.52%) SaaS
6 447 (6.17%) GCP
7 302 (4.17%) Microsoft 365
8 248 (3.42%) GitHub
9 224 (3.09%) Azure DevOps
10 213 (2.94%) Snowflake
11 211 (2.91%) Microsoft Copilot
12 186 (2.57%) Adobe Analytics
13 174 (2.40%) Serverless
14 149 (2.06%) Anthropic Claude
15 135 (1.86%) Figma
16 123 (1.70%) Azure Synapse Analytics
17 121 (1.67%) Entra ID
18 115 (1.59%) GitHub Copilot
19 114 (1.57%) Azure Machine Learning
20 112 (1.55%) Power Automate
Communications & Networking
1 340 (4.69%) Broadband
2 74 (1.02%) Firewall
3 53 (0.73%) Network Security
4 52 (0.72%) VPN
5 38 (0.52%) DNS
6 27 (0.37%) Internet
6 27 (0.37%) TCP/IP
6 27 (0.37%) WAN
7 24 (0.33%) Unified Communications
8 23 (0.32%) VLAN
9 20 (0.28%) HTTP
10 19 (0.26%) DHCP
11 16 (0.22%) MQTT
12 15 (0.21%) BGP
12 15 (0.21%) OSPF
13 10 (0.14%) VoIP
13 10 (0.14%) VXLAN
14 9 (0.12%) LAN
14 9 (0.12%) Wi-Fi
14 9 (0.12%) Wireless
Database & Business Intelligence
1 1,181 (16.29%) Power BI
2 1,029 (14.20%) Tableau
3 205 (2.83%) MongoDB
4 197 (2.72%) SQL Server
5 178 (2.46%) Data Warehouse
6 144 (1.99%) PostgreSQL
7 142 (1.96%) Data Lake
8 118 (1.63%) Azure SQL Database
9 104 (1.43%) Metadata
10 93 (1.28%) NoSQL
11 80 (1.10%) BigQuery
12 79 (1.09%) Big Data
13 72 (0.99%) Elasticsearch
14 61 (0.84%) Relational Database
15 58 (0.80%) MySQL
16 57 (0.79%) Looker
17 47 (0.65%) Pinecone
18 46 (0.63%) Redis
19 41 (0.57%) Amazon Redshift
20 40 (0.55%) Semantic Layer
Development Applications
1 200 (2.76%) Git
2 87 (1.20%) JIRA
3 83 (1.14%) Claude Code
4 73 (1.01%) MLflow
5 72 (0.99%) Jenkins
6 63 (0.87%) GitLab
7 60 (0.83%) Visual Studio Code
8 27 (0.37%) Selenium
9 25 (0.34%) IBM UrbanCode
9 25 (0.34%) Snyk
10 24 (0.33%) Postman
11 18 (0.25%) Cypress.io
12 15 (0.21%) JUnit
13 14 (0.19%) Vite
14 13 (0.18%) Maven
15 12 (0.17%) Gradle
15 12 (0.17%) SpecFlow
16 9 (0.12%) Visual Studio
17 8 (0.11%) Cucumber
17 8 (0.11%) Storybook
General
1 2,474 (34.13%) Social Skills
2 1,285 (17.73%) Finance
3 636 (8.77%) Analytical Skills
4 475 (6.55%) Inclusion and Diversity
5 474 (6.54%) Marketing
6 353 (4.87%) Games
7 318 (4.39%) Legal
8 294 (4.06%) Public Sector
9 266 (3.67%) Law
10 259 (3.57%) Retail
11 222 (3.06%) Banking
12 166 (2.29%) Manufacturing
13 144 (1.99%) Organisational Skills
14 135 (1.86%) Influencing Skills
15 84 (1.16%) Advertising
16 77 (1.06%) Legal Technology
17 75 (1.03%) Financial Institution
17 75 (1.03%) Presentation Skills
18 69 (0.95%) Automotive
19 65 (0.90%) Telecoms
Job Titles
1 1,183 (16.32%) Analyst
2 1,032 (14.24%) Senior
3 935 (12.90%) Data Analyst
4 909 (12.54%) Junior
5 885 (12.21%) Junior Analyst
6 882 (12.17%) Junior Data Analyst
7 776 (10.70%) Lead
8 675 (9.31%) Developer
9 624 (8.61%) Artificial Intelligence Engineer
10 566 (7.81%) Architect
11 358 (4.94%) Software Engineer
12 273 (3.77%) Data Engineer
13 268 (3.70%) Consultant
14 224 (3.09%) Solutions Architect
15 179 (2.47%) Python Engineer
16 165 (2.28%) Data Scientist
17 136 (1.88%) Full-Stack Developer
18 133 (1.83%) .NET Developer
19 128 (1.77%) Senior Developer
20 121 (1.67%) Full-Stack Engineer
Libraries, Frameworks & Software Standards
1 393 (5.42%) React
2 336 (4.64%) .NET
3 190 (2.62%) PyTorch
4 183 (2.52%) CSS
5 177 (2.44%) LangChain
5 177 (2.44%) REST
6 172 (2.37%) RESTful
7 171 (2.36%) HTML
7 171 (2.36%) Node.js
8 141 (1.95%) TensorFlow
9 129 (1.78%) Kafka
10 125 (1.72%) scikit-learn
11 120 (1.66%) ASP.NET
12 119 (1.64%) FastAPI
13 113 (1.56%) .NET Core
13 113 (1.56%) ASP.NET Core
14 100 (1.38%) Pandas
15 93 (1.28%) AngularJS
16 90 (1.24%) PySpark
17 89 (1.23%) ML.NET
Miscellaneous
1 450 (6.21%) Cloud Native
2 302 (4.17%) AI Agents
3 271 (3.74%) Social Media
4 220 (3.03%) Product Ownership
5 207 (2.86%) Distributed Systems
6 179 (2.47%) Algorithms
6 179 (2.47%) Onboarding
7 136 (1.88%) Robotics
8 120 (1.66%) Low-Code
9 119 (1.64%) Management Information System
10 116 (1.60%) Self-Motivation
11 98 (1.35%) Data Centre
12 92 (1.27%) Mobile App
13 79 (1.09%) Enterprise Software
13 79 (1.09%) Legacy Systems
14 78 (1.08%) Public Cloud
15 74 (1.02%) Virtual Team
16 63 (0.87%) Video\Live Streaming
17 59 (0.81%) Data Structures
18 58 (0.80%) Greenfield Project
Operating Systems
1 139 (1.92%) Windows
2 130 (1.79%) Linux
3 64 (0.88%) Android
4 52 (0.72%) Apple iOS
5 48 (0.66%) Windows Server
6 18 (0.25%) Unix
7 16 (0.22%) VMS
8 12 (0.17%) Ubuntu
9 11 (0.15%) Mac OS
10 5 (0.069%) Windows Server 2016
11 3 (0.041%) Robot Operating System
12 2 (0.028%) Windows Server 2019
13 1 (0.014%) Alpine Linux
13 1 (0.014%) Debian
13 1 (0.014%) Embedded Linux
13 1 (0.014%) FreeRTOS
13 1 (0.014%) Gentoo
13 1 (0.014%) Kali Linux
13 1 (0.014%) Red Hat Enterprise Linux
13 1 (0.014%) Windows 10
Processes & Methodologies
1 1,466 (20.22%) Machine Learning
2 1,388 (19.15%) Analytics
3 1,312 (18.10%) Business Intelligence
4 1,188 (16.39%) Agile
5 1,014 (13.99%) Roadmaps
6 940 (12.97%) CI/CD
7 904 (12.47%) Software Engineering
8 821 (11.33%) Problem-Solving
9 750 (10.35%) Decision-Making
10 743 (10.25%) LLM
11 701 (9.67%) Continuous Improvement
12 687 (9.48%) DevOps
13 642 (8.86%) Mentoring
14 625 (8.62%) Generative AI
15 587 (8.10%) Data Science
16 560 (7.73%) Full-Stack Development
17 492 (6.79%) Data Engineering
18 491 (6.77%) Artificial Intelligence Engineering
19 438 (6.04%) Customer Experience
20 432 (5.96%) Stakeholder Management
Programming Languages
1 2,830 (39.04%) Python
2 1,701 (23.47%) SQL
3 390 (5.38%) JavaScript
4 367 (5.06%) C#
5 314 (4.33%) TypeScript
6 295 (4.07%) Java
7 123 (1.70%) C++
8 109 (1.50%) PowerShell
9 90 (1.24%) Go
10 84 (1.16%) Bash
11 55 (0.76%) R
12 50 (0.69%) Bicep
13 49 (0.68%) C
14 43 (0.59%) PHP
15 42 (0.58%) Rust
16 38 (0.52%) Scala
17 27 (0.37%) Kotlin
18 23 (0.32%) Data Analysis Expressions
19 19 (0.26%) Kusto Query Language
20 16 (0.22%) T-SQL
Qualifications
1 1,285 (17.73%) Azure Certification
2 696 (9.60%) Degree
3 384 (5.30%) Security Cleared
4 225 (3.10%) SC Cleared
5 154 (2.12%) Computer Science Degree
6 133 (1.83%) Master's Degree
7 125 (1.72%) AWS Certification
8 121 (1.67%) DV Cleared
9 101 (1.39%) PhD
10 86 (1.19%) ACCA
11 74 (1.02%) DBS Check
12 64 (0.88%) CIMA
13 56 (0.77%) AWS Certified Cloud Practitioner
14 53 (0.73%) Microsoft Certification
15 48 (0.66%) CISSP
16 38 (0.52%) Cisco Certification
17 32 (0.44%) AWS Certified Solutions Architect
18 20 (0.28%) PMI Certification
18 20 (0.28%) TOGAF Certification
19 19 (0.26%) Microsoft Certified Professional
Quality Assurance & Compliance
1 383 (5.28%) Accessibility
2 312 (4.30%) Data Quality
3 206 (2.84%) GDPR
4 202 (2.79%) QA
5 98 (1.35%) ISO/IEC 27001
6 88 (1.21%) GRC
7 77 (1.06%) WCAG
8 72 (0.99%) NIST
9 52 (0.72%) California Consumer Privacy Act
10 49 (0.68%) SLA
11 38 (0.52%) IFRS
12 31 (0.43%) Cyber Essentials
13 28 (0.39%) PMO
14 24 (0.33%) PCI DSS
15 21 (0.29%) EU AI Act
16 20 (0.28%) HIPAA
17 19 (0.26%) Sarbanes-Oxley
18 18 (0.25%) SOC 2
19 16 (0.22%) Cyber Essentials PLUS
19 16 (0.22%) ISO/IEC 42001
System Software
1 355 (4.90%) Docker
2 97 (1.34%) Virtual Machines
3 94 (1.30%) Active Directory
4 25 (0.34%) Firmware
5 18 (0.25%) VMware Infrastructure
6 10 (0.14%) Virtual Desktop
6 10 (0.14%) vSphere
7 9 (0.12%) Embedded Firmware
8 7 (0.097%) Hyper-V
9 6 (0.083%) IAG
10 3 (0.041%) Kamailio
11 1 (0.014%) Apache Flume
11 1 (0.014%) VMware NSX
Systems Management
1 371 (5.12%) Kubernetes
2 292 (4.03%) Terraform
3 56 (0.77%) Ansible
4 55 (0.76%) Grafana
5 53 (0.73%) Microsoft Intune
6 49 (0.68%) Prometheus
7 21 (0.29%) Single Sign-On
8 14 (0.19%) Argo
8 14 (0.19%) Kubeflow
9 8 (0.11%) Podman
9 8 (0.11%) Proxmox
9 8 (0.11%) Puppet
10 7 (0.097%) Nagios
11 5 (0.069%) Autotask
11 5 (0.069%) Control-M
11 5 (0.069%) Functional Safety
12 4 (0.055%) Active Directory Federation Services
12 4 (0.055%) Cisco CUCM
12 4 (0.055%) SolarWinds Orion
12 4 (0.055%) vCenter Server
Vendors
1 1,951 (26.91%) Microsoft
2 320 (4.41%) Databricks
3 260 (3.59%) Adobe
4 228 (3.15%) Google
5 185 (2.55%) OpenAI
6 135 (1.86%) Dell
7 119 (1.64%) Salesforce
8 91 (1.26%) Oracle
9 84 (1.16%) ServiceNow
10 83 (1.14%) Cisco
11 66 (0.91%) Foundry
11 66 (0.91%) SAP
12 57 (0.79%) Apple
12 57 (0.79%) HubSpot
13 45 (0.62%) Palantir
14 42 (0.58%) Informatica
15 40 (0.55%) CrowdStrike
16 37 (0.51%) Palo Alto
17 33 (0.46%) Sage
18 32 (0.44%) Tenable