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 2 July 2026, with comparisons to the same periods in the previous two years.

6 months to
2 Jul 2026
Same period 2025 Same period 2024
Rank 9 14 50
Rank change year-on-year +5 +36 +65
Permanent jobs citing AI 7,793 4,670 4,606
As % of all permanent jobs in the UK 8.06% 9.96% 4.36%
As % of the Processes & Methodologies category 10.97% 10.90% 5.31%
Number of salaries quoted 4,283 1,487 2,172
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 £93,750
90th Percentile £110,000 £117,500 £115,000
UK excluding London median annual salary £62,500 £63,954 £61,439
% change year-on-year -2.27% +4.09% -8.98%

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 71,035 42,845 86,740
As % of all permanent jobs advertised in the UK 73.51% 91.34% 82.14%
Number of salaries quoted 49,086 23,535 61,317
10th Percentile £30,000 £28,822 £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% -9.09%
75th Percentile £78,750 £77,500 £72,500
90th Percentile £100,000 £100,000 £92,500
UK excluding London median annual salary £53,500 £50,000 £50,000
% change year-on-year +7.00% - -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 2 July 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 2 July 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 7,016 £70,000 +5.51% 5,274
UK excluding London -3 4,640 £62,500 -2.27% 2,628
London +16 2,658 £85,000 -5.56% 3,164
Work from Home -2 2,448 £69,973 +5.70% 2,569
North of England +12 1,446 £67,500 +26.42% 700
South East -3 1,051 £60,000 +33.33% 833
Midlands -8 739 £55,000 -7.17% 323
North West +31 709 £70,000 +13.02% 429
Yorkshire 0 539 £65,000 +153.66% 197
South West +1 510 £62,500 +4.17% 278
East of England +17 497 £60,000 -9.39% 219
West Midlands -5 462 £55,000 -4.35% 212
East Midlands -13 276 £52,500 -12.50% 111
Scotland -1 219 £70,000 +7.69% 181
North East -3 198 £65,000 +106.35% 78
Wales +21 140 £59,000 -11.94% 59
Northern Ireland +7 68 £76,250 -10.29% 69

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
1 147 (1.89%) SharePoint
2 119 (1.53%) Apache Airflow
3 102 (1.31%) Apache Spark
4 74 (0.95%) CMS
5 70 (0.90%) Confluence
6 63 (0.81%) Jupyter
7 55 (0.71%) Apache
8 44 (0.56%) Microsoft Exchange
9 39 (0.50%) WordPress
10 27 (0.35%) ArcGIS
10 27 (0.35%) Palantir Foundry
11 26 (0.33%) SAS
12 8 (0.10%) Sitecore CMS
13 7 (0.090%) Headless CMS
14 5 (0.064%) Appian
14 5 (0.064%) Camunda
14 5 (0.064%) ColdFusion
14 5 (0.064%) Oracle Workflow
15 3 (0.038%) JBoss
15 3 (0.038%) WebSphere
Applications
1 984 (12.63%) Microsoft Excel
2 120 (1.54%) Chatbot
3 72 (0.92%) Microsoft Office
4 49 (0.63%) Microsoft PowerPoint
5 46 (0.59%) UserZoom
6 25 (0.32%) MS Visio
6 25 (0.32%) Spreadsheet
7 16 (0.21%) Adobe After Effects
7 16 (0.21%) Adobe Creative Suite
8 15 (0.19%) Adobe Illustrator
8 15 (0.19%) Photoshop
9 11 (0.14%) InDesign
10 9 (0.12%) Simulink
11 6 (0.077%) Camtasia
12 5 (0.064%) Adobe Premiere
13 4 (0.051%) CapCut
13 4 (0.051%) Microsoft Project
13 4 (0.051%) Sketch
13 4 (0.051%) SPSS
14 3 (0.038%) Adobe XD
Business Applications
1 43 (0.55%) Dynamics CRM
2 35 (0.45%) SAP S/4HANA
3 24 (0.31%) Cloudability
4 16 (0.21%) NetSuite
5 8 (0.10%) Sage 50
6 5 (0.064%) Oracle ERP
6 5 (0.064%) Payment Gateway
6 5 (0.064%) Salesforce CRM
6 5 (0.064%) SAP MDG
7 4 (0.051%) Dynamics AX
7 4 (0.051%) Relativity
7 4 (0.051%) Sage 200
7 4 (0.051%) Sparx Enterprise Architect
7 4 (0.051%) Workday HCM
8 3 (0.038%) Dynamics GP
8 3 (0.038%) Dynamics NAV
8 3 (0.038%) Elite 3E
8 3 (0.038%) Oracle EBS
8 3 (0.038%) Q-Pulse
9 2 (0.026%) Shopify
Cloud Services
1 2,794 (35.85%) Azure
2 1,530 (19.63%) Azure AI
3 1,411 (18.11%) Power Platform
4 1,234 (15.83%) AWS
5 571 (7.33%) SaaS
6 478 (6.13%) GCP
7 337 (4.32%) Microsoft 365
8 301 (3.86%) GitHub
9 267 (3.43%) Azure DevOps
10 249 (3.20%) Microsoft Copilot
11 220 (2.82%) Snowflake
12 210 (2.69%) Serverless
13 195 (2.50%) Adobe Analytics
14 168 (2.16%) Anthropic Claude
15 145 (1.86%) Cloud Computing
16 143 (1.83%) Entra ID
17 140 (1.80%) GitHub Copilot
18 136 (1.75%) Power Automate
19 133 (1.71%) Azure Synapse Analytics
20 127 (1.63%) Figma
Communications & Networking
1 353 (4.53%) Broadband
2 83 (1.07%) Firewall
3 70 (0.90%) VPN
4 65 (0.83%) Network Security
5 61 (0.78%) Internet
6 49 (0.63%) DNS
7 31 (0.40%) WAN
8 28 (0.36%) TCP/IP
8 28 (0.36%) VLAN
9 21 (0.27%) DHCP
10 19 (0.24%) BGP
10 19 (0.24%) HTTP
10 19 (0.24%) Unified Communications
11 17 (0.22%) OSPF
12 16 (0.21%) MQTT
12 16 (0.21%) VoIP
13 12 (0.15%) VXLAN
13 12 (0.15%) Wireless
14 10 (0.13%) CTI
14 10 (0.13%) Wi-Fi
Database & Business Intelligence
1 1,223 (15.69%) Power BI
2 1,030 (13.22%) Tableau
3 254 (3.26%) MongoDB
4 210 (2.69%) Data Warehouse
5 203 (2.60%) SQL Server
6 181 (2.32%) Azure SQL Database
7 160 (2.05%) Data Lake
8 156 (2.00%) PostgreSQL
9 124 (1.59%) Metadata
10 97 (1.24%) NoSQL
11 85 (1.09%) Big Data
12 84 (1.08%) BigQuery
13 81 (1.04%) MySQL
14 79 (1.01%) Relational Database
15 72 (0.92%) Elasticsearch
16 57 (0.73%) Looker
17 48 (0.62%) Redis
18 46 (0.59%) Pinecone
18 46 (0.59%) Semantic Layer
19 45 (0.58%) Amazon Redshift
Development Applications
1 222 (2.85%) Git
2 108 (1.39%) Claude Code
3 93 (1.19%) JIRA
4 83 (1.07%) Jenkins
5 70 (0.90%) GitLab
6 66 (0.85%) MLflow
7 61 (0.78%) Visual Studio Code
8 33 (0.42%) Selenium
9 26 (0.33%) Postman
10 25 (0.32%) IBM UrbanCode
10 25 (0.32%) Snyk
11 21 (0.27%) Cypress.io
12 15 (0.19%) JUnit
13 14 (0.18%) Maven
13 14 (0.18%) Vite
14 12 (0.15%) SpecFlow
15 11 (0.14%) Gradle
16 10 (0.13%) JMeter
17 9 (0.12%) Cucumber
18 7 (0.090%) Visual Studio
General
1 2,612 (33.52%) Social Skills
2 1,405 (18.03%) Finance
3 659 (8.46%) Analytical Skills
4 513 (6.58%) Marketing
5 477 (6.12%) Inclusion and Diversity
6 366 (4.70%) Games
7 357 (4.58%) Public Sector
8 339 (4.35%) Legal
9 298 (3.82%) Law
10 276 (3.54%) Retail
11 240 (3.08%) Banking
12 186 (2.39%) Manufacturing
13 154 (1.98%) Influencing Skills
14 151 (1.94%) Organisational Skills
15 100 (1.28%) Advertising
16 87 (1.12%) Presentation Skills
17 80 (1.03%) Financial Institution
18 75 (0.96%) Legal Technology
19 69 (0.89%) Automotive
20 67 (0.86%) Telecoms
Job Titles
1 1,208 (15.50%) Analyst
2 1,162 (14.91%) Senior
3 942 (12.09%) Data Analyst
4 915 (11.74%) Junior
5 887 (11.38%) Junior Analyst
6 882 (11.32%) Junior Data Analyst
7 844 (10.83%) Lead
8 764 (9.80%) Developer
9 667 (8.56%) Architect
10 651 (8.35%) Artificial Intelligence Engineer
11 413 (5.30%) Software Engineer
12 298 (3.82%) Data Engineer
13 291 (3.73%) Consultant
14 269 (3.45%) Solutions Architect
15 193 (2.48%) Python Engineer
16 187 (2.40%) .NET Developer
17 179 (2.30%) Data Scientist
18 144 (1.85%) Data Architect
19 143 (1.83%) Senior Manager
20 139 (1.78%) Artificial Intelligence Architect
Libraries, Frameworks & Software Standards
1 424 (5.44%) React
2 402 (5.16%) .NET
3 216 (2.77%) CSS
4 206 (2.64%) HTML
5 198 (2.54%) RESTful
6 188 (2.41%) PyTorch
7 184 (2.36%) LangChain
7 184 (2.36%) Node.js
8 183 (2.35%) REST
9 179 (2.30%) ASP.NET
10 167 (2.14%) ASP.NET Core
11 162 (2.08%) .NET Core
12 142 (1.82%) Kafka
13 141 (1.81%) ML.NET
14 140 (1.80%) TensorFlow
15 123 (1.58%) scikit-learn
16 117 (1.50%) FastAPI
17 111 (1.42%) Blazor
18 98 (1.26%) PySpark
19 95 (1.22%) Pandas
Miscellaneous
1 518 (6.65%) Cloud Native
2 356 (4.57%) AI Agents
3 292 (3.75%) Social Media
4 237 (3.04%) Product Ownership
5 231 (2.96%) Onboarding
6 226 (2.90%) Distributed Systems
7 181 (2.32%) Algorithms
8 137 (1.76%) Robotics
9 126 (1.62%) Self-Motivation
10 124 (1.59%) Management Information System
11 123 (1.58%) Low-Code
12 111 (1.42%) Data Centre
13 97 (1.24%) Mobile App
14 88 (1.13%) Legacy Systems
15 82 (1.05%) Virtual Team
16 76 (0.98%) Enterprise Software
17 69 (0.89%) Greenfield Project
18 67 (0.86%) Public Cloud
18 67 (0.86%) Security Posture
19 64 (0.82%) Data Structures
Operating Systems
1 170 (2.18%) Windows
2 153 (1.96%) Linux
3 72 (0.92%) Android
4 57 (0.73%) Windows Server
5 53 (0.68%) Apple iOS
6 24 (0.31%) VMS
7 15 (0.19%) Mac OS
8 12 (0.15%) Unix
9 11 (0.14%) Ubuntu
10 5 (0.064%) Windows Server 2016
11 4 (0.051%) Debian
11 4 (0.051%) Kali Linux
12 3 (0.038%) Gentoo
12 3 (0.038%) Robot Operating System
13 2 (0.026%) Embedded Linux
13 2 (0.026%) Windows Server 2019
14 1 (0.013%) Alpine Linux
14 1 (0.013%) FreeRTOS
14 1 (0.013%) Red Hat Enterprise Linux
14 1 (0.013%) Windows 10
Processes & Methodologies
1 1,613 (20.70%) Machine Learning
2 1,542 (19.79%) Analytics
3 1,358 (17.43%) Business Intelligence
4 1,311 (16.82%) Agile
5 1,120 (14.37%) Roadmaps
6 1,033 (13.26%) CI/CD
7 1,007 (12.92%) Software Engineering
8 873 (11.20%) Problem-Solving
9 827 (10.61%) Decision-Making
10 810 (10.39%) LLM
11 791 (10.15%) Continuous Improvement
12 760 (9.75%) DevOps
13 751 (9.64%) Mentoring
14 670 (8.60%) Generative AI
15 636 (8.16%) Full-Stack Development
16 599 (7.69%) Data Science
17 517 (6.63%) Artificial Intelligence Engineering
17 517 (6.63%) Data Engineering
18 490 (6.29%) Stakeholder Management
19 465 (5.97%) Customer Experience
Programming Languages
1 2,917 (37.43%) Python
2 1,817 (23.32%) SQL
3 446 (5.72%) C#
4 444 (5.70%) JavaScript
5 342 (4.39%) TypeScript
6 307 (3.94%) Java
7 148 (1.90%) C++
8 123 (1.58%) PowerShell
9 97 (1.24%) Bash
10 94 (1.21%) Go
11 64 (0.82%) Bicep
12 53 (0.68%) PHP
13 52 (0.67%) C
14 47 (0.60%) R
15 45 (0.58%) Rust
16 37 (0.47%) Scala
17 30 (0.38%) Kotlin
18 27 (0.35%) Data Analysis Expressions
18 27 (0.35%) Kusto Query Language
18 27 (0.35%) Ruby
Qualifications
1 1,296 (16.63%) Azure Certification
2 743 (9.53%) Degree
3 436 (5.59%) Security Cleared
4 253 (3.25%) SC Cleared
5 178 (2.28%) Computer Science Degree
6 147 (1.89%) AWS Certification
7 135 (1.73%) Master's Degree
8 124 (1.59%) DV Cleared
9 92 (1.18%) PhD
10 91 (1.17%) ACCA
11 75 (0.96%) DBS Check
12 68 (0.87%) CISSP
13 67 (0.86%) CIMA
14 60 (0.77%) Microsoft Certification
15 59 (0.76%) AWS Certified Cloud Practitioner
16 44 (0.56%) AWS Certified Solutions Architect
17 38 (0.49%) Cisco Certification
18 32 (0.41%) CISM
19 25 (0.32%) TOGAF Certification
20 20 (0.26%) Network+ Certification
Quality Assurance & Compliance
1 409 (5.25%) Accessibility
2 361 (4.63%) Data Quality
3 227 (2.91%) GDPR
4 223 (2.86%) QA
5 110 (1.41%) ISO/IEC 27001
6 92 (1.18%) GRC
7 79 (1.01%) NIST
8 78 (1.00%) WCAG
9 56 (0.72%) SLA
10 52 (0.67%) California Consumer Privacy Act
11 38 (0.49%) IFRS
12 35 (0.45%) Cyber Essentials
13 34 (0.44%) PMO
14 29 (0.37%) PCI DSS
15 20 (0.26%) HIPAA
15 20 (0.26%) SOC 2
16 19 (0.24%) EU AI Act
17 17 (0.22%) Cyber Essentials PLUS
18 16 (0.21%) Sarbanes-Oxley
19 15 (0.19%) ISO/IEC 42001
System Software
1 404 (5.18%) Docker
2 119 (1.53%) Active Directory
3 99 (1.27%) Virtual Machines
4 30 (0.38%) VMware Infrastructure
5 23 (0.30%) Firmware
6 19 (0.24%) vSphere
7 18 (0.23%) Virtual Desktop
8 11 (0.14%) Embedded Firmware
9 10 (0.13%) Hyper-V
10 6 (0.077%) IAG
11 3 (0.038%) Kamailio
12 1 (0.013%) Apache Flume
12 1 (0.013%) VMware NSX
Systems Management
1 422 (5.42%) Kubernetes
2 328 (4.21%) Terraform
3 74 (0.95%) Microsoft Intune
4 57 (0.73%) Ansible
4 57 (0.73%) Grafana
5 49 (0.63%) Prometheus
6 18 (0.23%) Single Sign-On
7 15 (0.19%) Argo
8 14 (0.18%) Kubeflow
9 13 (0.17%) Puppet
10 10 (0.13%) Podman
11 8 (0.10%) Proxmox
12 7 (0.090%) Nagios
13 5 (0.064%) Autotask
13 5 (0.064%) Control-M
13 5 (0.064%) Functional Safety
13 5 (0.064%) Progress Chef
14 4 (0.051%) Active Directory Federation Services
14 4 (0.051%) SolarWinds Orion
14 4 (0.051%) vCenter Server
Vendors
1 2,091 (26.83%) Microsoft
2 338 (4.34%) Databricks
3 263 (3.37%) Adobe
4 259 (3.32%) Google
5 198 (2.54%) OpenAI
6 135 (1.73%) Dell
7 119 (1.53%) Salesforce
8 99 (1.27%) Oracle
9 93 (1.19%) Cisco
10 91 (1.17%) ServiceNow
11 87 (1.12%) SAP
12 82 (1.05%) Foundry
13 57 (0.73%) HubSpot
14 52 (0.67%) Apple
15 44 (0.56%) Informatica
16 43 (0.55%) Palantir
17 40 (0.51%) VMware
18 39 (0.50%) CrowdStrike
18 39 (0.50%) Sage
19 38 (0.49%) Palo Alto