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

6 months to
12 Jun 2026
Same period 2025 Same period 2024
Rank 10 17 48
Rank change year-on-year +7 +31 +67
Permanent jobs citing AI 7,201 4,348 4,795
As % of all permanent jobs in the UK 7.78% 9.82% 4.49%
As % of the Processes & Methodologies category 10.68% 10.60% 5.45%
Number of salaries quoted 3,823 1,403 2,205
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 £111,250 £117,500 £115,000
UK excluding London median annual salary £62,500 £64,000 £60,000
% change year-on-year -2.34% +6.67% -13.04%

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 67,454 41,012 87,985
As % of all permanent jobs advertised in the UK 72.86% 92.64% 82.31%
Number of salaries quoted 46,240 21,844 62,402
10th Percentile £30,000 £29,000 £29,500
25th Percentile £41,250 £40,000 £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 12 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 12 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 +8 6,497 £70,000 +5.50% 3,163
UK excluding London 0 4,289 £62,500 -2.34% 1,976
London +17 2,455 £85,000 -5.56% 1,648
Work from Home -1 2,218 £70,000 +5.73% 1,776
North of England +10 1,318 £67,500 +22.73% 545
South East +2 992 £60,000 +20.00% 664
Midlands -8 708 £55,000 -4.35% 239
North West +33 643 £72,500 +11.54% 347
Yorkshire -3 501 £65,000 +153.66% 141
East of England +24 466 £59,725 -9.80% 167
South West +4 462 £60,000 - 242
West Midlands -5 448 £55,000 -4.35% 170
East Midlands -16 259 £52,500 -8.70% 67
Scotland 0 207 £70,000 +38.76% 96
North East +5 174 £65,000 +64.56% 59
Wales +22 114 £54,000 -21.74% 40
Northern Ireland +10 52 £72,500 - 32

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
1 126 (1.75%) SharePoint
2 117 (1.62%) Apache Airflow
3 103 (1.43%) Apache Spark
4 70 (0.97%) CMS
4 70 (0.97%) Confluence
5 66 (0.92%) Jupyter
6 51 (0.71%) Apache
7 36 (0.50%) WordPress
8 33 (0.46%) Microsoft Exchange
9 29 (0.40%) ArcGIS
10 27 (0.37%) Palantir Foundry
11 18 (0.25%) SAS
12 8 (0.11%) Appian
13 7 (0.097%) Sitecore CMS
14 6 (0.083%) Headless CMS
14 6 (0.083%) IIS
15 4 (0.056%) JBoss
15 4 (0.056%) Oracle SOA Suite
15 4 (0.056%) WebSphere
16 3 (0.042%) Camunda
Applications
1 978 (13.58%) Microsoft Excel
2 108 (1.50%) Chatbot
3 73 (1.01%) Microsoft Office
4 55 (0.76%) Microsoft PowerPoint
5 37 (0.51%) UserZoom
6 26 (0.36%) Spreadsheet
7 22 (0.31%) 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
13 5 (0.069%) Sketch
14 4 (0.056%) CapCut
15 3 (0.042%) Adobe XD
15 3 (0.042%) Productboard
Business Applications
1 36 (0.50%) Dynamics CRM
2 24 (0.33%) Cloudability
3 23 (0.32%) SAP S/4HANA
4 15 (0.21%) NetSuite
5 8 (0.11%) Sage 50
6 7 (0.097%) Oracle ERP
6 7 (0.097%) Salesforce CRM
7 6 (0.083%) Distributed Ledger
8 5 (0.069%) Oracle EBS
9 4 (0.056%) Dynamics AX
10 3 (0.042%) Dynamics GP
10 3 (0.042%) Dynamics NAV
10 3 (0.042%) Relativity
10 3 (0.042%) SAP MDG
10 3 (0.042%) Shopify
10 3 (0.042%) Sparx Enterprise Architect
11 2 (0.028%) Oracle Procure-to-Pay
11 2 (0.028%) Payment Gateway
11 2 (0.028%) Sage 200
11 2 (0.028%) Workday HCM
Cloud Services
1 2,619 (36.37%) Azure
2 1,447 (20.09%) Azure AI
3 1,341 (18.62%) Power Platform
4 1,090 (15.14%) AWS
5 543 (7.54%) SaaS
6 451 (6.26%) GCP
7 301 (4.18%) Microsoft 365
8 249 (3.46%) GitHub
9 220 (3.06%) Azure DevOps
10 212 (2.94%) Snowflake
11 206 (2.86%) Microsoft Copilot
12 187 (2.60%) Adobe Analytics
13 173 (2.40%) Serverless
14 147 (2.04%) Anthropic Claude
15 137 (1.90%) Figma
16 124 (1.72%) Azure Synapse Analytics
17 120 (1.67%) Entra ID
18 115 (1.60%) GitHub Copilot
19 114 (1.58%) Azure Machine Learning
20 112 (1.56%) Power Automate
Communications & Networking
1 339 (4.71%) Broadband
2 73 (1.01%) Firewall
3 52 (0.72%) Network Security
4 50 (0.69%) VPN
5 36 (0.50%) DNS
6 27 (0.37%) TCP/IP
7 26 (0.36%) Internet
7 26 (0.36%) WAN
8 24 (0.33%) Unified Communications
9 21 (0.29%) VLAN
10 20 (0.28%) HTTP
11 18 (0.25%) DHCP
12 16 (0.22%) MQTT
13 14 (0.19%) BGP
13 14 (0.19%) OSPF
14 10 (0.14%) VoIP
15 9 (0.12%) LAN
15 9 (0.12%) VXLAN
15 9 (0.12%) Wi-Fi
15 9 (0.12%) Wireless
Database & Business Intelligence
1 1,179 (16.37%) Power BI
2 1,030 (14.30%) Tableau
3 197 (2.74%) SQL Server
4 196 (2.72%) MongoDB
5 174 (2.42%) Data Warehouse
6 143 (1.99%) Data Lake
6 143 (1.99%) PostgreSQL
7 109 (1.51%) Azure SQL Database
8 106 (1.47%) Metadata
9 92 (1.28%) NoSQL
10 82 (1.14%) BigQuery
11 79 (1.10%) Big Data
12 72 (1.00%) Elasticsearch
13 59 (0.82%) Relational Database
14 58 (0.81%) Looker
15 57 (0.79%) MySQL
16 47 (0.65%) Pinecone
17 44 (0.61%) Redis
18 41 (0.57%) Amazon Redshift
19 40 (0.56%) Semantic Layer
Development Applications
1 199 (2.76%) Git
2 86 (1.19%) JIRA
3 81 (1.12%) Claude Code
4 75 (1.04%) Jenkins
5 74 (1.03%) MLflow
6 61 (0.85%) GitLab
7 60 (0.83%) Visual Studio Code
8 27 (0.37%) Selenium
9 25 (0.35%) IBM UrbanCode
9 25 (0.35%) Snyk
10 23 (0.32%) Postman
11 18 (0.25%) Cypress.io
12 15 (0.21%) Vite
13 13 (0.18%) JUnit
13 13 (0.18%) Maven
14 12 (0.17%) Gradle
14 12 (0.17%) SpecFlow
15 10 (0.14%) Visual Studio
16 8 (0.11%) Cucumber
16 8 (0.11%) Storybook
General
1 2,462 (34.19%) Social Skills
2 1,278 (17.75%) Finance
3 630 (8.75%) Analytical Skills
4 473 (6.57%) Inclusion and Diversity
4 473 (6.57%) Marketing
5 353 (4.90%) Games
6 317 (4.40%) Legal
7 292 (4.05%) Public Sector
8 264 (3.67%) Law
9 256 (3.56%) Retail
10 222 (3.08%) Banking
11 164 (2.28%) Manufacturing
12 143 (1.99%) Organisational Skills
13 132 (1.83%) Influencing Skills
14 83 (1.15%) Advertising
15 77 (1.07%) Legal Technology
16 74 (1.03%) Presentation Skills
17 73 (1.01%) Financial Institution
18 71 (0.99%) Telecoms
19 69 (0.96%) Automotive
Job Titles
1 1,182 (16.41%) Analyst
2 1,020 (14.16%) Senior
3 935 (12.98%) Data Analyst
4 909 (12.62%) Junior
5 885 (12.29%) Junior Analyst
6 882 (12.25%) Junior Data Analyst
7 766 (10.64%) Lead
8 659 (9.15%) Developer
9 622 (8.64%) Artificial Intelligence Engineer
10 558 (7.75%) Architect
11 349 (4.85%) Software Engineer
12 269 (3.74%) Data Engineer
13 267 (3.71%) Consultant
14 220 (3.06%) Solutions Architect
15 178 (2.47%) Python Engineer
16 164 (2.28%) Data Scientist
17 133 (1.85%) Full-Stack Developer
18 125 (1.74%) .NET Developer
18 125 (1.74%) Senior Developer
19 120 (1.67%) Full-Stack Engineer
Libraries, Frameworks & Software Standards
1 387 (5.37%) React
2 325 (4.51%) .NET
3 191 (2.65%) PyTorch
4 180 (2.50%) CSS
4 180 (2.50%) REST
5 177 (2.46%) LangChain
6 174 (2.42%) RESTful
7 171 (2.37%) Node.js
8 168 (2.33%) HTML
9 142 (1.97%) TensorFlow
10 132 (1.83%) Kafka
11 125 (1.74%) scikit-learn
12 119 (1.65%) FastAPI
13 111 (1.54%) ASP.NET
14 105 (1.46%) .NET Core
14 105 (1.46%) ASP.NET Core
15 100 (1.39%) Pandas
16 90 (1.25%) AngularJS
17 88 (1.22%) Next.js
17 88 (1.22%) PySpark
Miscellaneous
1 449 (6.24%) Cloud Native
2 299 (4.15%) AI Agents
3 270 (3.75%) Social Media
4 221 (3.07%) Product Ownership
5 205 (2.85%) Distributed Systems
6 179 (2.49%) Algorithms
7 175 (2.43%) Onboarding
8 137 (1.90%) Robotics
9 120 (1.67%) Low-Code
10 119 (1.65%) Management Information System
11 114 (1.58%) Self-Motivation
12 97 (1.35%) Data Centre
13 93 (1.29%) Mobile App
14 81 (1.12%) Legacy Systems
15 79 (1.10%) Enterprise Software
16 77 (1.07%) Public Cloud
17 73 (1.01%) Virtual Team
18 63 (0.87%) Video\Live Streaming
19 59 (0.82%) Data Structures
20 58 (0.81%) Greenfield Project
Operating Systems
1 138 (1.92%) Windows
2 126 (1.75%) Linux
3 68 (0.94%) Android
4 52 (0.72%) Apple iOS
5 47 (0.65%) Windows Server
6 19 (0.26%) 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 (0.042%) Robot Operating System
12 2 (0.028%) Windows Server 2019
13 1 (0.014%) AIX
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%) Kali Linux
13 1 (0.014%) Red Hat Enterprise Linux
13 1 (0.014%) Windows 10
Processes & Methodologies
1 1,454 (20.19%) Machine Learning
2 1,383 (19.21%) Analytics
3 1,311 (18.21%) Business Intelligence
4 1,176 (16.33%) Agile
5 1,008 (14.00%) Roadmaps
6 936 (13.00%) CI/CD
7 889 (12.35%) Software Engineering
8 815 (11.32%) Problem-Solving
9 746 (10.36%) Decision-Making
10 738 (10.25%) LLM
11 697 (9.68%) Continuous Improvement
12 684 (9.50%) DevOps
13 639 (8.87%) Mentoring
14 623 (8.65%) Generative AI
15 583 (8.10%) Data Science
16 545 (7.57%) Full-Stack Development
17 491 (6.82%) Data Engineering
18 490 (6.80%) Artificial Intelligence Engineering
19 437 (6.07%) Customer Experience
20 427 (5.93%) Stakeholder Management
Programming Languages
1 2,820 (39.16%) Python
2 1,687 (23.43%) SQL
3 383 (5.32%) JavaScript
4 356 (4.94%) C#
5 307 (4.26%) TypeScript
6 294 (4.08%) Java
7 122 (1.69%) C++
8 107 (1.49%) PowerShell
9 94 (1.31%) Go
10 83 (1.15%) Bash
11 54 (0.75%) R
12 49 (0.68%) C
13 48 (0.67%) Bicep
14 43 (0.60%) PHP
15 39 (0.54%) Rust
16 38 (0.53%) Scala
17 29 (0.40%) Kotlin
18 23 (0.32%) Data Analysis Expressions
19 18 (0.25%) Kusto Query Language
20 17 (0.24%) T-SQL
Qualifications
1 1,285 (17.84%) Azure Certification
2 694 (9.64%) Degree
3 382 (5.30%) Security Cleared
4 224 (3.11%) SC Cleared
5 153 (2.12%) Computer Science Degree
6 132 (1.83%) Master's Degree
7 123 (1.71%) AWS Certification
8 121 (1.68%) DV Cleared
9 101 (1.40%) PhD
10 86 (1.19%) ACCA
11 73 (1.01%) DBS Check
12 64 (0.89%) CIMA
13 56 (0.78%) AWS Certified Cloud Practitioner
14 54 (0.75%) Microsoft Certification
15 49 (0.68%) CISSP
16 37 (0.51%) 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%) BPSS Clearance
Quality Assurance & Compliance
1 381 (5.29%) Accessibility
2 313 (4.35%) Data Quality
3 203 (2.82%) GDPR
4 199 (2.76%) QA
5 97 (1.35%) ISO/IEC 27001
6 88 (1.22%) GRC
7 78 (1.08%) WCAG
8 72 (1.00%) NIST
9 52 (0.72%) California Consumer Privacy Act
10 49 (0.68%) SLA
11 38 (0.53%) IFRS
12 30 (0.42%) Cyber Essentials
13 27 (0.37%) 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
1 351 (4.87%) Docker
2 97 (1.35%) Virtual Machines
3 93 (1.29%) Active Directory
4 25 (0.35%) 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 (0.042%) Kamailio
11 1 (0.014%) Apache Flume
11 1 (0.014%) VMware NSX
Systems Management
1 367 (5.10%) Kubernetes
2 292 (4.05%) Terraform
3 56 (0.78%) Ansible
4 55 (0.76%) Grafana
5 52 (0.72%) Microsoft Intune
6 50 (0.69%) Prometheus
7 22 (0.31%) 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 (0.056%) Active Directory Federation Services
12 4 (0.056%) Cisco CUCM
12 4 (0.056%) SolarWinds Orion
12 4 (0.056%) vCenter Server
Vendors
1 1,942 (26.97%) Microsoft
2 319 (4.43%) Databricks
3 261 (3.62%) Adobe
4 229 (3.18%) Google
5 187 (2.60%) OpenAI
6 136 (1.89%) Dell
7 121 (1.68%) Salesforce
8 89 (1.24%) Oracle
9 84 (1.17%) Cisco
10 82 (1.14%) ServiceNow
11 66 (0.92%) SAP
12 65 (0.90%) Foundry
13 57 (0.79%) HubSpot
14 56 (0.78%) Apple
15 45 (0.62%) Palantir
16 42 (0.58%) Informatica
17 40 (0.56%) CrowdStrike
18 36 (0.50%) Palo Alto
19 32 (0.44%) Sage
19 32 (0.44%) Tenable