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

6 months to
24 Jun 2026
Same period 2025 Same period 2024
Rank 10 16 50
Rank change year-on-year +6 +34 +72
Permanent jobs citing AI 7,543 4,566 4,678
As % of all permanent jobs in the UK 7.93% 10.10% 4.34%
As % of the Processes & Methodologies category 10.84% 10.95% 5.30%
Number of salaries quoted 4,115 1,430 2,199
10th Percentile £40,000 £25,313 £40,000
25th Percentile £51,250 £46,250 £50,000
Median annual salary (50th Percentile) £70,000 £66,285 £70,000
Median % change year-on-year +5.61% -5.31% -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% -11.11%

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 69,604 41,717 88,260
As % of all permanent jobs advertised in the UK 73.20% 92.25% 81.84%
Number of salaries quoted 48,009 22,461 62,520
10th Percentile £30,000 £28,800 £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 £92,500
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 24 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 24 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 6,817 £70,000 +5.52% 2,159
UK excluding London -3 4,485 £62,500 -2.34% 1,641
London +17 2,587 £85,000 -5.56% 1,014
Work from Home -2 2,358 £69,973 +5.70% 1,263
North of England +13 1,403 £67,500 +26.42% 400
South East -2 1,017 £60,000 +21.83% 633
Midlands -8 727 £55,000 -5.91% 188
North West +31 689 £70,000 +7.69% 248
Yorkshire -3 523 £65,000 +153.66% 110
South West 0 491 £62,000 +3.33% 180
East of England +19 487 £60,000 -9.39% 130
West Midlands -5 456 £55,000 -4.35% 107
East Midlands -13 270 £52,500 -12.50% 81
Scotland -1 210 £70,000 +38.76% 66
North East +2 191 £65,000 +106.35% 46
Wales +17 128 £55,000 -20.29% 44
Northern Ireland +8 52 £72,500 - 41

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
1 137 (1.82%) SharePoint
2 118 (1.56%) Apache Airflow
3 103 (1.37%) Apache Spark
4 72 (0.95%) CMS
5 71 (0.94%) Confluence
6 65 (0.86%) Jupyter
7 54 (0.72%) Apache
8 43 (0.57%) Microsoft Exchange
9 38 (0.50%) WordPress
10 27 (0.36%) ArcGIS
10 27 (0.36%) Palantir Foundry
11 22 (0.29%) SAS
12 8 (0.11%) Sitecore CMS
13 7 (0.093%) Headless CMS
14 6 (0.080%) Appian
15 5 (0.066%) ColdFusion
16 4 (0.053%) Oracle Workflow
17 3 (0.040%) Camunda
17 3 (0.040%) JBoss
17 3 (0.040%) WebSphere
Applications
1 975 (12.93%) Microsoft Excel
2 109 (1.45%) Chatbot
3 70 (0.93%) Microsoft Office
4 45 (0.60%) Microsoft PowerPoint
4 45 (0.60%) UserZoom
5 26 (0.34%) Spreadsheet
6 23 (0.30%) MS Visio
7 14 (0.19%) Adobe After Effects
7 14 (0.19%) Adobe Creative Suite
7 14 (0.19%) Adobe Illustrator
7 14 (0.19%) Photoshop
8 10 (0.13%) InDesign
9 9 (0.12%) Simulink
10 6 (0.080%) Camtasia
10 6 (0.080%) Microsoft Project
11 5 (0.066%) Adobe Premiere
12 4 (0.053%) CapCut
12 4 (0.053%) Sketch
13 3 (0.040%) Adobe XD
13 3 (0.040%) Productboard
Business Applications
1 37 (0.49%) Dynamics CRM
2 32 (0.42%) SAP S/4HANA
3 24 (0.32%) Cloudability
4 15 (0.20%) NetSuite
5 8 (0.11%) Sage 50
6 5 (0.066%) Oracle ERP
6 5 (0.066%) Salesforce CRM
7 4 (0.053%) Dynamics AX
7 4 (0.053%) Payment Gateway
7 4 (0.053%) SAP MDG
7 4 (0.053%) Sparx Enterprise Architect
7 4 (0.053%) Workday HCM
8 3 (0.040%) Dynamics GP
8 3 (0.040%) Dynamics NAV
8 3 (0.040%) Oracle EBS
8 3 (0.040%) Relativity
8 3 (0.040%) Sage 200
9 2 (0.027%) Oracle Applications
9 2 (0.027%) Shopify
9 2 (0.027%) Unit4 Business World
Cloud Services
1 2,716 (36.01%) Azure
2 1,500 (19.89%) Azure AI
3 1,379 (18.28%) Power Platform
4 1,175 (15.58%) AWS
5 561 (7.44%) SaaS
6 471 (6.24%) GCP
7 324 (4.30%) Microsoft 365
8 280 (3.71%) GitHub
9 245 (3.25%) Azure DevOps
10 236 (3.13%) Microsoft Copilot
11 212 (2.81%) Snowflake
12 196 (2.60%) Serverless
13 195 (2.59%) Adobe Analytics
14 164 (2.17%) Anthropic Claude
15 132 (1.75%) Azure Synapse Analytics
16 129 (1.71%) Cloud Computing
16 129 (1.71%) Figma
17 127 (1.68%) Entra ID
17 127 (1.68%) GitHub Copilot
18 124 (1.64%) Power Automate
Communications & Networking
1 353 (4.68%) Broadband
2 79 (1.05%) Firewall
3 66 (0.87%) VPN
4 59 (0.78%) Network Security
5 49 (0.65%) Internet
6 46 (0.61%) DNS
7 30 (0.40%) WAN
8 28 (0.37%) TCP/IP
9 26 (0.34%) VLAN
10 21 (0.28%) Unified Communications
11 20 (0.27%) DHCP
12 18 (0.24%) BGP
12 18 (0.24%) HTTP
13 16 (0.21%) MQTT
13 16 (0.21%) OSPF
14 11 (0.15%) VXLAN
14 11 (0.15%) Wireless
15 10 (0.13%) Intranet
15 10 (0.13%) LAN
15 10 (0.13%) Wi-Fi
Database & Business Intelligence
1 1,201 (15.92%) Power BI
2 1,024 (13.58%) Tableau
3 232 (3.08%) MongoDB
4 199 (2.64%) SQL Server
5 198 (2.62%) Data Warehouse
6 158 (2.09%) Azure SQL Database
7 153 (2.03%) Data Lake
8 149 (1.98%) PostgreSQL
9 117 (1.55%) Metadata
10 94 (1.25%) NoSQL
11 85 (1.13%) BigQuery
12 81 (1.07%) Big Data
13 73 (0.97%) Elasticsearch
13 73 (0.97%) MySQL
14 72 (0.95%) Relational Database
15 58 (0.77%) Looker
16 48 (0.64%) Pinecone
16 48 (0.64%) Redis
17 46 (0.61%) Semantic Layer
18 43 (0.57%) Amazon Redshift
Development Applications
1 215 (2.85%) Git
2 103 (1.37%) Claude Code
3 91 (1.21%) JIRA
4 79 (1.05%) Jenkins
5 70 (0.93%) MLflow
6 69 (0.91%) GitLab
7 60 (0.80%) Visual Studio Code
8 32 (0.42%) Selenium
9 26 (0.34%) Postman
10 25 (0.33%) IBM UrbanCode
10 25 (0.33%) Snyk
11 21 (0.28%) Cypress.io
12 14 (0.19%) JUnit
12 14 (0.19%) Maven
12 14 (0.19%) Vite
13 12 (0.16%) SpecFlow
14 11 (0.15%) Gradle
15 8 (0.11%) Cucumber
15 8 (0.11%) JMeter
15 8 (0.11%) Visual Studio
General
1 2,548 (33.78%) Social Skills
2 1,347 (17.86%) Finance
3 645 (8.55%) Analytical Skills
4 502 (6.66%) Marketing
5 475 (6.30%) Inclusion and Diversity
6 364 (4.83%) Games
7 330 (4.37%) Public Sector
8 322 (4.27%) Legal
9 277 (3.67%) Law
10 270 (3.58%) Retail
11 231 (3.06%) Banking
12 179 (2.37%) Manufacturing
13 149 (1.98%) Organisational Skills
14 142 (1.88%) Influencing Skills
15 95 (1.26%) Advertising
16 81 (1.07%) Presentation Skills
17 77 (1.02%) Financial Institution
18 74 (0.98%) Legal Technology
19 70 (0.93%) Automotive
20 66 (0.87%) Telecoms
Job Titles
1 1,202 (15.94%) Analyst
2 1,087 (14.41%) Senior
3 940 (12.46%) Data Analyst
4 913 (12.10%) Junior
5 887 (11.76%) Junior Analyst
6 882 (11.69%) Junior Data Analyst
7 812 (10.76%) Lead
8 724 (9.60%) Developer
9 639 (8.47%) Artificial Intelligence Engineer
10 621 (8.23%) Architect
11 391 (5.18%) Software Engineer
12 287 (3.80%) Data Engineer
13 284 (3.77%) Consultant
14 253 (3.35%) Solutions Architect
15 193 (2.56%) Python Engineer
16 178 (2.36%) Data Scientist
17 161 (2.13%) .NET Developer
18 139 (1.84%) Full-Stack Developer
19 136 (1.80%) Data Architect
20 131 (1.74%) Senior Developer
Libraries, Frameworks & Software Standards
1 406 (5.38%) React
2 377 (5.00%) .NET
3 200 (2.65%) CSS
4 193 (2.56%) PyTorch
5 189 (2.51%) HTML
6 185 (2.45%) LangChain
6 185 (2.45%) RESTful
7 178 (2.36%) Node.js
8 174 (2.31%) REST
9 153 (2.03%) ASP.NET
10 143 (1.90%) .NET Core
11 142 (1.88%) ASP.NET Core
11 142 (1.88%) TensorFlow
12 136 (1.80%) Kafka
13 125 (1.66%) scikit-learn
14 117 (1.55%) ML.NET
15 116 (1.54%) FastAPI
16 99 (1.31%) PySpark
17 97 (1.29%) Pandas
18 96 (1.27%) Blazor
Miscellaneous
1 488 (6.47%) Cloud Native
2 333 (4.41%) AI Agents
3 285 (3.78%) Social Media
4 230 (3.05%) Product Ownership
5 211 (2.80%) Distributed Systems
6 206 (2.73%) Onboarding
7 179 (2.37%) Algorithms
8 133 (1.76%) Robotics
9 123 (1.63%) Self-Motivation
10 121 (1.60%) Management Information System
11 118 (1.56%) Low-Code
12 104 (1.38%) Data Centre
13 93 (1.23%) Mobile App
14 84 (1.11%) Legacy Systems
15 79 (1.05%) Virtual Team
16 74 (0.98%) Enterprise Software
17 67 (0.89%) Public Cloud
18 65 (0.86%) Security Posture
19 63 (0.84%) Greenfield Project
19 63 (0.84%) Video\Live Streaming
Operating Systems
1 163 (2.16%) Windows
2 147 (1.95%) Linux
3 68 (0.90%) Android
4 54 (0.72%) Windows Server
5 53 (0.70%) Apple iOS
6 24 (0.32%) VMS
7 14 (0.19%) Unix
8 13 (0.17%) Mac OS
9 11 (0.15%) Ubuntu
10 5 (0.066%) Windows Server 2016
11 3 (0.040%) Kali Linux
11 3 (0.040%) Robot Operating System
12 2 (0.027%) Debian
12 2 (0.027%) Embedded Linux
12 2 (0.027%) Gentoo
12 2 (0.027%) Windows Server 2019
13 1 (0.013%) AIX
13 1 (0.013%) Alpine Linux
13 1 (0.013%) Red Hat Enterprise Linux
13 1 (0.013%) Windows 10
Processes & Methodologies
1 1,554 (20.60%) Machine Learning
2 1,472 (19.51%) Analytics
3 1,335 (17.70%) Business Intelligence
4 1,260 (16.70%) Agile
5 1,076 (14.26%) Roadmaps
6 996 (13.20%) CI/CD
7 965 (12.79%) Software Engineering
8 839 (11.12%) Problem-Solving
9 793 (10.51%) Decision-Making
10 784 (10.39%) LLM
11 736 (9.76%) Continuous Improvement
12 725 (9.61%) DevOps
13 696 (9.23%) Mentoring
14 655 (8.68%) Generative AI
15 606 (8.03%) Full-Stack Development
16 603 (7.99%) Data Science
17 510 (6.76%) Data Engineering
18 509 (6.75%) Artificial Intelligence Engineering
19 464 (6.15%) Stakeholder Management
20 453 (6.01%) Customer Experience
Programming Languages
1 2,892 (38.34%) Python
2 1,780 (23.60%) SQL
3 416 (5.52%) C#
4 413 (5.48%) JavaScript
5 329 (4.36%) TypeScript
6 298 (3.95%) Java
7 138 (1.83%) C++
8 122 (1.62%) PowerShell
9 98 (1.30%) Bash
10 92 (1.22%) Go
11 63 (0.84%) Bicep
12 52 (0.69%) C
13 49 (0.65%) R
14 48 (0.64%) PHP
15 43 (0.57%) Rust
16 38 (0.50%) Scala
17 29 (0.38%) Kotlin
18 27 (0.36%) Data Analysis Expressions
18 27 (0.36%) Kusto Query Language
19 24 (0.32%) Ruby
Qualifications
1 1,298 (17.21%) Azure Certification
2 721 (9.56%) Degree
3 419 (5.55%) Security Cleared
4 248 (3.29%) SC Cleared
5 169 (2.24%) Computer Science Degree
6 133 (1.76%) AWS Certification
6 133 (1.76%) Master's Degree
7 122 (1.62%) DV Cleared
8 97 (1.29%) PhD
9 90 (1.19%) ACCA
10 74 (0.98%) DBS Check
11 66 (0.87%) CIMA
12 62 (0.82%) Microsoft Certification
13 57 (0.76%) AWS Certified Cloud Practitioner
14 52 (0.69%) CISSP
15 41 (0.54%) AWS Certified Solutions Architect
16 35 (0.46%) Cisco Certification
17 24 (0.32%) TOGAF Certification
18 20 (0.27%) Microsoft Certified Professional
19 19 (0.25%) BPSS Clearance
Quality Assurance & Compliance
1 398 (5.28%) Accessibility
2 338 (4.48%) Data Quality
3 222 (2.94%) GDPR
4 213 (2.82%) QA
5 109 (1.45%) ISO/IEC 27001
6 91 (1.21%) GRC
7 79 (1.05%) WCAG
8 78 (1.03%) NIST
9 55 (0.73%) SLA
10 52 (0.69%) California Consumer Privacy Act
11 39 (0.52%) IFRS
12 34 (0.45%) Cyber Essentials
13 31 (0.41%) 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%) Cyber Essentials PLUS
17 17 (0.23%) Sarbanes-Oxley
18 16 (0.21%) ISO/IEC 42001
System Software
1 388 (5.14%) Docker
2 104 (1.38%) Active Directory
3 99 (1.31%) Virtual Machines
4 28 (0.37%) VMware Infrastructure
5 22 (0.29%) Firmware
6 19 (0.25%) vSphere
7 18 (0.24%) Virtual Desktop
8 10 (0.13%) Embedded Firmware
9 9 (0.12%) Hyper-V
10 6 (0.080%) IAG
11 3 (0.040%) Kamailio
12 1 (0.013%) Apache Flume
12 1 (0.013%) VMware NSX
Systems Management
1 405 (5.37%) Kubernetes
2 319 (4.23%) Terraform
3 58 (0.77%) Microsoft Intune
4 56 (0.74%) Grafana
5 54 (0.72%) Ansible
6 50 (0.66%) Prometheus
7 17 (0.23%) Single Sign-On
8 15 (0.20%) Argo
8 15 (0.20%) Kubeflow
9 10 (0.13%) Puppet
10 9 (0.12%) Podman
11 8 (0.11%) Proxmox
12 7 (0.093%) Nagios
13 5 (0.066%) Autotask
13 5 (0.066%) Control-M
13 5 (0.066%) Functional Safety
14 4 (0.053%) Active Directory Federation Services
14 4 (0.053%) Istio
14 4 (0.053%) SolarWinds Orion
14 4 (0.053%) vCenter Server
Vendors
1 2,021 (26.79%) Microsoft
2 333 (4.41%) Databricks
3 260 (3.45%) Adobe
4 250 (3.31%) Google
5 196 (2.60%) OpenAI
6 135 (1.79%) Dell
7 115 (1.52%) Salesforce
8 94 (1.25%) Oracle
9 88 (1.17%) ServiceNow
10 85 (1.13%) Cisco
11 79 (1.05%) SAP
12 75 (0.99%) Foundry
13 57 (0.76%) HubSpot
14 48 (0.64%) Apple
15 44 (0.58%) Palantir
16 43 (0.57%) Informatica
17 39 (0.52%) CrowdStrike
18 38 (0.50%) VMware
19 37 (0.49%) Palo Alto
20 36 (0.48%) Sage