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

6 months to
22 Jun 2026
Same period 2025 Same period 2024
Rank 10 16 49
Rank change year-on-year +6 +33 +73
Permanent jobs citing AI 7,484 4,550 4,736
As % of all permanent jobs in the UK 7.91% 10.08% 4.33%
As % of the Processes & Methodologies category 10.82% 10.93% 5.30%
Number of salaries quoted 4,046 1,426 2,216
10th Percentile £40,000 £25,313 £40,000
25th Percentile £51,250 £46,250 £50,000
Median annual salary (50th Percentile) £70,000 £66,274 £70,000
Median % change year-on-year +5.62% -5.32% -6.67%
75th Percentile £95,000 £96,250 £93,750
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% -11.97%

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 69,167 41,647 89,300
As % of all permanent jobs advertised in the UK 73.14% 92.28% 81.67%
Number of salaries quoted 47,650 22,422 63,265
10th Percentile £30,000 £28,750 £29,750
25th Percentile £41,250 £38,750 £40,000
Median annual salary (50th Percentile) £60,000 £57,500 £55,000
Median % change year-on-year +4.35% +4.55% -9.54%
75th Percentile £78,750 £77,500 £72,500
90th Percentile £100,000 £100,000 £92,145
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 22 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 22 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 6,769 £70,000 +5.59% 3,021
UK excluding London -3 4,456 £62,500 -2.34% 1,829
London +17 2,562 £85,000 -5.56% 1,695
Work from Home -3 2,338 £69,973 +5.70% 1,493
North of England +13 1,396 £67,500 +26.42% 468
South East -1 1,016 £60,000 +20.00% 667
Midlands -8 726 £55,000 -5.91% 211
North West +30 684 £71,250 +9.62% 296
Yorkshire -3 521 £65,000 +153.66% 129
South West 0 484 £62,500 +4.17% 193
East of England +20 483 £60,000 -9.39% 164
West Midlands -5 458 £55,000 -4.35% 120
East Midlands -12 267 £52,500 -12.50% 91
Scotland +1 211 £70,000 +38.76% 77
North East -1 191 £65,000 +106.35% 47
Wales +15 118 £54,000 -21.74% 47
Northern Ireland +9 52 £72,500 - 49

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
1 135 (1.80%) SharePoint
2 118 (1.58%) Apache Airflow
3 105 (1.40%) Apache Spark
4 73 (0.98%) CMS
5 72 (0.96%) Confluence
6 66 (0.88%) Jupyter
7 54 (0.72%) Apache
8 38 (0.51%) Microsoft Exchange
8 38 (0.51%) WordPress
9 27 (0.36%) ArcGIS
9 27 (0.36%) Palantir Foundry
10 22 (0.29%) SAS
11 8 (0.11%) Sitecore CMS
12 7 (0.094%) Headless CMS
13 6 (0.080%) Appian
14 4 (0.053%) ColdFusion
14 4 (0.053%) Oracle Workflow
15 3 (0.040%) Camunda
15 3 (0.040%) JBoss
15 3 (0.040%) WebSphere
Applications
1 979 (13.08%) Microsoft Excel
2 108 (1.44%) Chatbot
3 70 (0.94%) Microsoft Office
4 48 (0.64%) Microsoft PowerPoint
5 45 (0.60%) UserZoom
6 26 (0.35%) Spreadsheet
7 23 (0.31%) MS Visio
8 14 (0.19%) Adobe After Effects
8 14 (0.19%) Adobe Creative Suite
8 14 (0.19%) Adobe Illustrator
8 14 (0.19%) Photoshop
9 10 (0.13%) InDesign
10 9 (0.12%) Simulink
11 6 (0.080%) Camtasia
11 6 (0.080%) Microsoft Project
12 5 (0.067%) Adobe Premiere
13 4 (0.053%) CapCut
13 4 (0.053%) Sketch
14 3 (0.040%) Adobe XD
14 3 (0.040%) Productboard
Business Applications
1 36 (0.48%) Dynamics CRM
2 31 (0.41%) SAP S/4HANA
3 24 (0.32%) Cloudability
4 15 (0.20%) NetSuite
5 8 (0.11%) Sage 50
6 6 (0.080%) Salesforce CRM
7 5 (0.067%) Distributed Ledger
7 5 (0.067%) Oracle ERP
8 4 (0.053%) Dynamics AX
8 4 (0.053%) Sparx Enterprise Architect
8 4 (0.053%) Workday HCM
9 3 (0.040%) Dynamics GP
9 3 (0.040%) Dynamics NAV
9 3 (0.040%) Oracle EBS
9 3 (0.040%) Relativity
9 3 (0.040%) Sage 200
9 3 (0.040%) SAP MDG
10 2 (0.027%) Q-Pulse
10 2 (0.027%) SAP IBP
10 2 (0.027%) Unit4 Business World
Cloud Services
1 2,698 (36.05%) Azure
2 1,495 (19.98%) Azure AI
3 1,370 (18.31%) Power Platform
4 1,167 (15.59%) AWS
5 559 (7.47%) SaaS
6 467 (6.24%) GCP
7 322 (4.30%) Microsoft 365
8 270 (3.61%) GitHub
9 240 (3.21%) Azure DevOps
10 232 (3.10%) Microsoft Copilot
11 210 (2.81%) Snowflake
12 195 (2.61%) Adobe Analytics
13 189 (2.53%) Serverless
14 162 (2.16%) Anthropic Claude
15 131 (1.75%) Figma
16 130 (1.74%) Azure Synapse Analytics
17 128 (1.71%) Cloud Computing
18 127 (1.70%) Entra ID
19 125 (1.67%) GitHub Copilot
20 122 (1.63%) Power Automate
Communications & Networking
1 353 (4.72%) Broadband
2 79 (1.06%) Firewall
3 62 (0.83%) VPN
4 61 (0.82%) Network Security
5 49 (0.65%) Internet
6 45 (0.60%) DNS
7 28 (0.37%) TCP/IP
7 28 (0.37%) WAN
8 26 (0.35%) VLAN
9 22 (0.29%) Unified Communications
10 20 (0.27%) DHCP
10 20 (0.27%) HTTP
11 18 (0.24%) BGP
12 16 (0.21%) MQTT
12 16 (0.21%) OSPF
13 11 (0.15%) VXLAN
14 10 (0.13%) Intranet
14 10 (0.13%) Wi-Fi
14 10 (0.13%) Wireless
15 9 (0.12%) LAN
Database & Business Intelligence
1 1,196 (15.98%) Power BI
2 1,026 (13.71%) Tableau
3 229 (3.06%) MongoDB
4 199 (2.66%) SQL Server
5 197 (2.63%) Data Warehouse
6 152 (2.03%) Azure SQL Database
7 151 (2.02%) Data Lake
8 148 (1.98%) PostgreSQL
9 113 (1.51%) Metadata
10 95 (1.27%) NoSQL
11 84 (1.12%) BigQuery
12 82 (1.10%) Big Data
13 72 (0.96%) Elasticsearch
14 69 (0.92%) Relational Database
15 68 (0.91%) MySQL
16 57 (0.76%) Looker
17 48 (0.64%) Pinecone
17 48 (0.64%) Redis
18 45 (0.60%) Semantic Layer
19 42 (0.56%) Amazon Redshift
Development Applications
1 210 (2.81%) Git
2 95 (1.27%) Claude Code
3 93 (1.24%) JIRA
4 74 (0.99%) Jenkins
5 70 (0.94%) MLflow
6 69 (0.92%) GitLab
7 60 (0.80%) Visual Studio Code
8 30 (0.40%) Selenium
9 25 (0.33%) IBM UrbanCode
9 25 (0.33%) Postman
9 25 (0.33%) Snyk
10 20 (0.27%) Cypress.io
11 15 (0.20%) JUnit
12 14 (0.19%) Maven
12 14 (0.19%) Vite
13 12 (0.16%) SpecFlow
14 11 (0.15%) Gradle
15 9 (0.12%) Visual Studio
16 8 (0.11%) Cucumber
16 8 (0.11%) JMeter
General
1 2,530 (33.81%) Social Skills
2 1,340 (17.90%) Finance
3 642 (8.58%) Analytical Skills
4 498 (6.65%) Marketing
5 476 (6.36%) Inclusion and Diversity
6 364 (4.86%) Games
7 320 (4.28%) Legal
8 319 (4.26%) Public Sector
9 268 (3.58%) Law
10 267 (3.57%) Retail
11 233 (3.11%) Banking
12 174 (2.32%) Manufacturing
13 149 (1.99%) Organisational Skills
14 142 (1.90%) Influencing Skills
15 92 (1.23%) Advertising
16 81 (1.08%) Presentation Skills
17 77 (1.03%) Financial Institution
18 75 (1.00%) Legal Technology
19 69 (0.92%) Automotive
20 66 (0.88%) Telecoms
Job Titles
1 1,196 (15.98%) Analyst
2 1,069 (14.28%) Senior
3 939 (12.55%) Data Analyst
4 911 (12.17%) Junior
5 886 (11.84%) Junior Analyst
6 882 (11.79%) Junior Data Analyst
7 809 (10.81%) Lead
8 715 (9.55%) Developer
9 635 (8.48%) Artificial Intelligence Engineer
10 614 (8.20%) Architect
11 385 (5.14%) Software Engineer
12 284 (3.79%) Data Engineer
13 283 (3.78%) Consultant
14 251 (3.35%) Solutions Architect
15 189 (2.53%) Python Engineer
16 175 (2.34%) Data Scientist
17 159 (2.12%) .NET Developer
18 137 (1.83%) Full-Stack Developer
19 133 (1.78%) Data Architect
20 128 (1.71%) Senior Developer
Libraries, Frameworks & Software Standards
1 406 (5.42%) React
2 373 (4.98%) .NET
3 200 (2.67%) CSS
4 194 (2.59%) PyTorch
5 188 (2.51%) HTML
6 186 (2.49%) RESTful
7 182 (2.43%) LangChain
8 178 (2.38%) Node.js
9 174 (2.32%) REST
10 150 (2.00%) ASP.NET
11 142 (1.90%) TensorFlow
12 140 (1.87%) .NET Core
12 140 (1.87%) ASP.NET Core
13 137 (1.83%) Kafka
14 127 (1.70%) scikit-learn
15 117 (1.56%) FastAPI
16 115 (1.54%) ML.NET
17 99 (1.32%) Pandas
18 96 (1.28%) Blazor
18 96 (1.28%) PySpark
Miscellaneous
1 485 (6.48%) Cloud Native
2 327 (4.37%) AI Agents
3 284 (3.79%) Social Media
4 228 (3.05%) Product Ownership
5 211 (2.82%) Distributed Systems
6 210 (2.81%) Onboarding
7 178 (2.38%) Algorithms
8 134 (1.79%) Robotics
9 122 (1.63%) Self-Motivation
10 120 (1.60%) Management Information System
11 118 (1.58%) Low-Code
12 103 (1.38%) Data Centre
13 93 (1.24%) Mobile App
14 83 (1.11%) Legacy Systems
15 79 (1.06%) Virtual Team
16 74 (0.99%) Enterprise Software
17 69 (0.92%) Public Cloud
18 63 (0.84%) Data Structures
18 63 (0.84%) Greenfield Project
18 63 (0.84%) Video\Live Streaming
Operating Systems
1 156 (2.08%) Windows
2 144 (1.92%) Linux
3 67 (0.90%) Android
4 53 (0.71%) Apple iOS
4 53 (0.71%) Windows Server
5 20 (0.27%) VMS
6 14 (0.19%) Unix
7 13 (0.17%) Mac OS
8 11 (0.15%) Ubuntu
9 5 (0.067%) Windows Server 2016
10 3 (0.040%) Kali Linux
10 3 (0.040%) Robot Operating System
11 2 (0.027%) Debian
11 2 (0.027%) Embedded Linux
11 2 (0.027%) Gentoo
11 2 (0.027%) Windows Server 2019
12 1 (0.013%) AIX
12 1 (0.013%) Alpine Linux
12 1 (0.013%) Red Hat Enterprise Linux
12 1 (0.013%) Windows 10
Processes & Methodologies
1 1,537 (20.54%) Machine Learning
2 1,451 (19.39%) Analytics
3 1,329 (17.76%) Business Intelligence
4 1,235 (16.50%) Agile
5 1,060 (14.16%) Roadmaps
6 985 (13.16%) CI/CD
7 951 (12.71%) Software Engineering
8 827 (11.05%) Problem-Solving
9 778 (10.40%) Decision-Making
10 773 (10.33%) LLM
11 721 (9.63%) Continuous Improvement
12 720 (9.62%) DevOps
13 690 (9.22%) Mentoring
14 647 (8.65%) Generative AI
15 600 (8.02%) Data Science
16 598 (7.99%) Full-Stack Development
17 506 (6.76%) Data Engineering
18 503 (6.72%) Artificial Intelligence Engineering
19 455 (6.08%) Stakeholder Management
20 453 (6.05%) Customer Experience
Programming Languages
1 2,878 (38.46%) Python
2 1,763 (23.56%) SQL
3 411 (5.49%) JavaScript
4 409 (5.46%) C#
5 327 (4.37%) TypeScript
6 295 (3.94%) Java
7 134 (1.79%) C++
8 120 (1.60%) PowerShell
9 94 (1.26%) Bash
10 91 (1.22%) Go
11 59 (0.79%) Bicep
12 52 (0.69%) C
13 50 (0.67%) R
14 47 (0.63%) PHP
15 42 (0.56%) Rust
16 36 (0.48%) Scala
17 28 (0.37%) Kotlin
18 27 (0.36%) Data Analysis Expressions
19 23 (0.31%) Kusto Query Language
20 22 (0.29%) Ruby
Qualifications
1 1,292 (17.26%) Azure Certification
2 715 (9.55%) Degree
3 417 (5.57%) Security Cleared
4 245 (3.27%) SC Cleared
5 166 (2.22%) Computer Science Degree
6 135 (1.80%) AWS Certification
7 134 (1.79%) Master's Degree
8 123 (1.64%) DV Cleared
9 100 (1.34%) PhD
10 89 (1.19%) ACCA
11 74 (0.99%) DBS Check
12 66 (0.88%) CIMA
13 57 (0.76%) AWS Certified Cloud Practitioner
14 56 (0.75%) Microsoft Certification
15 52 (0.69%) CISSP
16 39 (0.52%) AWS Certified Solutions Architect
17 35 (0.47%) Cisco Certification
18 21 (0.28%) TOGAF Certification
19 20 (0.27%) Microsoft Certified Professional
20 19 (0.25%) BPSS Clearance
Quality Assurance & Compliance
1 397 (5.30%) Accessibility
2 331 (4.42%) Data Quality
3 222 (2.97%) GDPR
4 208 (2.78%) QA
5 108 (1.44%) ISO/IEC 27001
6 91 (1.22%) GRC
7 80 (1.07%) WCAG
8 79 (1.06%) NIST
9 56 (0.75%) SLA
10 52 (0.69%) California Consumer Privacy Act
11 38 (0.51%) IFRS
12 33 (0.44%) Cyber Essentials
13 29 (0.39%) PMO
14 27 (0.36%) PCI DSS
15 20 (0.27%) EU AI Act
15 20 (0.27%) HIPAA
16 19 (0.25%) SOC 2
17 17 (0.23%) ISO/IEC 42001
17 17 (0.23%) Sarbanes-Oxley
18 16 (0.21%) Cyber Essentials PLUS
System Software
1 381 (5.09%) Docker
2 100 (1.34%) Active Directory
3 99 (1.32%) Virtual Machines
4 24 (0.32%) VMware Infrastructure
5 21 (0.28%) Firmware
6 14 (0.19%) Virtual Desktop
6 14 (0.19%) vSphere
7 9 (0.12%) Embedded Firmware
8 8 (0.11%) Hyper-V
9 6 (0.080%) IAG
10 3 (0.040%) Kamailio
11 1 (0.013%) Apache Flume
11 1 (0.013%) VMware NSX
Systems Management
1 399 (5.33%) Kubernetes
2 309 (4.13%) Terraform
3 56 (0.75%) Grafana
3 56 (0.75%) Microsoft Intune
4 54 (0.72%) Ansible
5 50 (0.67%) Prometheus
6 17 (0.23%) Single Sign-On
7 15 (0.20%) Argo
7 15 (0.20%) Kubeflow
8 10 (0.13%) Puppet
9 9 (0.12%) Podman
10 8 (0.11%) Proxmox
11 7 (0.094%) Nagios
12 5 (0.067%) Autotask
12 5 (0.067%) Control-M
12 5 (0.067%) Functional Safety
13 4 (0.053%) Active Directory Federation Services
13 4 (0.053%) Istio
13 4 (0.053%) SolarWinds Orion
13 4 (0.053%) vCenter Server
Vendors
1 2,007 (26.82%) Microsoft
2 328 (4.38%) Databricks
3 264 (3.53%) Adobe
4 244 (3.26%) Google
5 195 (2.61%) OpenAI
6 136 (1.82%) Dell
7 116 (1.55%) Salesforce
8 93 (1.24%) Oracle
9 87 (1.16%) ServiceNow
10 84 (1.12%) Cisco
11 77 (1.03%) SAP
12 75 (1.00%) Foundry
13 57 (0.76%) HubSpot
14 52 (0.69%) Apple
15 44 (0.59%) Palantir
16 43 (0.57%) Informatica
17 39 (0.52%) CrowdStrike
18 37 (0.49%) Palo Alto
19 36 (0.48%) Sage
20 33 (0.44%) VMware