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

6 months to
19 Jun 2026
Same period 2025 Same period 2024
Rank 10 16 49
Rank change year-on-year +6 +33 +67
Permanent jobs citing AI 7,415 4,525 4,756
As % of all permanent jobs in the UK 7.90% 10.09% 4.37%
As % of the Processes & Methodologies category 10.83% 10.91% 5.34%
Number of salaries quoted 3,986 1,411 2,229
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 £92,500
90th Percentile £110,000 £117,500 £115,000
UK excluding London median annual salary £62,500 £63,908 £60,000
% change year-on-year -2.20% +6.51% -12.82%

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 68,493 41,477 89,117
As % of all permanent jobs advertised in the UK 72.95% 92.48% 81.80%
Number of salaries quoted 47,109 22,216 63,180
10th Percentile £30,000 £28,822 £29,750
25th Percentile £41,250 £39,000 £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 £92,000
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 19 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 19 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 6,706 £70,000 +5.59% 3,150
UK excluding London -1 4,411 £62,500 -2.20% 1,987
London +16 2,544 £85,000 -5.56% 1,718
Work from Home -3 2,304 £69,973 +5.70% 1,644
North of England +12 1,379 £67,500 +26.42% 507
South East +1 1,007 £60,000 +26.32% 688
Midlands -8 721 £55,000 -7.17% 249
North West +31 673 £72,500 +11.54% 329
Yorkshire -4 519 £65,000 +153.66% 133
South West 0 478 £62,000 +3.33% 204
East of England +22 476 £60,000 -9.39% 181
West Midlands -5 455 £55,000 -4.35% 161
East Midlands -12 265 £52,500 -12.50% 88
Scotland 0 211 £70,000 +38.76% 109
North East +2 187 £65,000 +106.35% 47
Wales +16 117 £54,000 -21.74% 52
Northern Ireland +10 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
1 132 (1.78%) SharePoint
2 119 (1.60%) Apache Airflow
3 103 (1.39%) Apache Spark
4 72 (0.97%) CMS
5 71 (0.96%) Confluence
6 66 (0.89%) Jupyter
7 54 (0.73%) Apache
8 38 (0.51%) WordPress
9 37 (0.50%) Microsoft Exchange
10 27 (0.36%) ArcGIS
10 27 (0.36%) Palantir Foundry
11 22 (0.30%) SAS
12 8 (0.11%) Sitecore CMS
13 7 (0.094%) Appian
13 7 (0.094%) Headless CMS
14 4 (0.054%) ColdFusion
14 4 (0.054%) JBoss
14 4 (0.054%) Oracle Workflow
14 4 (0.054%) WebSphere
15 3 (0.040%) IIS
Applications
1 982 (13.24%) Microsoft Excel
2 108 (1.46%) Chatbot
3 71 (0.96%) Microsoft Office
4 51 (0.69%) Microsoft PowerPoint
5 45 (0.61%) UserZoom
6 26 (0.35%) Spreadsheet
7 22 (0.30%) MS Visio
8 15 (0.20%) Adobe Creative Suite
8 15 (0.20%) Photoshop
9 14 (0.19%) Adobe After Effects
9 14 (0.19%) Adobe Illustrator
10 10 (0.13%) InDesign
11 9 (0.12%) Simulink
12 6 (0.081%) Camtasia
12 6 (0.081%) Microsoft Project
13 5 (0.067%) Adobe Premiere
14 4 (0.054%) CapCut
14 4 (0.054%) Sketch
15 3 (0.040%) Adobe XD
15 3 (0.040%) Productboard
Business Applications
1 35 (0.47%) Dynamics CRM
2 30 (0.40%) SAP S/4HANA
3 24 (0.32%) Cloudability
4 15 (0.20%) NetSuite
5 8 (0.11%) Sage 50
6 6 (0.081%) Oracle ERP
6 6 (0.081%) Salesforce CRM
7 5 (0.067%) Distributed Ledger
8 4 (0.054%) Dynamics AX
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
9 3 (0.040%) Sparx Enterprise Architect
9 3 (0.040%) Workday HCM
10 2 (0.027%) Payment Gateway
10 2 (0.027%) SAP IBP
10 2 (0.027%) Shopify
Cloud Services
1 2,675 (36.08%) Azure
2 1,481 (19.97%) Azure AI
3 1,364 (18.40%) Power Platform
4 1,153 (15.55%) AWS
5 552 (7.44%) SaaS
6 456 (6.15%) GCP
7 315 (4.25%) Microsoft 365
8 262 (3.53%) GitHub
9 232 (3.13%) Azure DevOps
10 225 (3.03%) Microsoft Copilot
11 211 (2.85%) Snowflake
12 195 (2.63%) Adobe Analytics
13 184 (2.48%) Serverless
14 157 (2.12%) Anthropic Claude
15 132 (1.78%) Figma
16 128 (1.73%) Azure Synapse Analytics
17 125 (1.69%) Cloud Computing
18 123 (1.66%) Entra ID
18 123 (1.66%) GitHub Copilot
19 120 (1.62%) Power Automate
Communications & Networking
1 352 (4.75%) Broadband
2 78 (1.05%) Firewall
3 57 (0.77%) Network Security
3 57 (0.77%) VPN
4 44 (0.59%) Internet
5 41 (0.55%) DNS
6 27 (0.36%) TCP/IP
6 27 (0.36%) WAN
7 24 (0.32%) VLAN
8 22 (0.30%) Unified Communications
9 19 (0.26%) DHCP
9 19 (0.26%) HTTP
10 16 (0.22%) BGP
10 16 (0.22%) MQTT
11 15 (0.20%) OSPF
12 10 (0.13%) Intranet
12 10 (0.13%) VXLAN
12 10 (0.13%) Wi-Fi
13 9 (0.12%) VoIP
13 9 (0.12%) Wireless
Database & Business Intelligence
1 1,193 (16.09%) Power BI
2 1,027 (13.85%) Tableau
3 219 (2.95%) MongoDB
4 200 (2.70%) SQL Server
5 193 (2.60%) Data Warehouse
6 150 (2.02%) Data Lake
7 144 (1.94%) PostgreSQL
8 138 (1.86%) Azure SQL Database
9 112 (1.51%) Metadata
10 94 (1.27%) NoSQL
11 83 (1.12%) BigQuery
12 80 (1.08%) Big Data
13 72 (0.97%) Elasticsearch
14 68 (0.92%) Relational Database
15 66 (0.89%) MySQL
16 56 (0.76%) Looker
17 47 (0.63%) Redis
18 46 (0.62%) Pinecone
19 45 (0.61%) Semantic Layer
20 42 (0.57%) Amazon Redshift
Development Applications
1 206 (2.78%) Git
2 92 (1.24%) Claude Code
3 90 (1.21%) JIRA
4 75 (1.01%) Jenkins
5 73 (0.98%) MLflow
6 68 (0.92%) GitLab
7 60 (0.81%) Visual Studio Code
8 29 (0.39%) Selenium
9 25 (0.34%) IBM UrbanCode
9 25 (0.34%) Postman
9 25 (0.34%) Snyk
10 19 (0.26%) 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 2,516 (33.93%) Social Skills
2 1,322 (17.83%) Finance
3 637 (8.59%) Analytical Skills
4 496 (6.69%) Marketing
5 480 (6.47%) Inclusion and Diversity
6 362 (4.88%) Games
7 318 (4.29%) Legal
8 313 (4.22%) Public Sector
9 270 (3.64%) Law
10 262 (3.53%) Retail
11 229 (3.09%) Banking
12 169 (2.28%) Manufacturing
13 149 (2.01%) Organisational Skills
14 141 (1.90%) Influencing Skills
15 90 (1.21%) Advertising
16 79 (1.07%) Presentation Skills
17 77 (1.04%) Financial Institution
18 75 (1.01%) Legal Technology
19 69 (0.93%) Automotive
20 65 (0.88%) Telecoms
Job Titles
1 1,190 (16.05%) Analyst
2 1,058 (14.27%) Senior
3 938 (12.65%) Data Analyst
4 910 (12.27%) Junior
5 885 (11.94%) Junior Analyst
6 882 (11.89%) Junior Data Analyst
7 804 (10.84%) Lead
8 698 (9.41%) Developer
9 632 (8.52%) Artificial Intelligence Engineer
10 600 (8.09%) Architect
11 368 (4.96%) Software Engineer
12 282 (3.80%) Data Engineer
13 279 (3.76%) Consultant
14 242 (3.26%) Solutions Architect
15 188 (2.54%) Python Engineer
16 170 (2.29%) Data Scientist
17 148 (2.00%) .NET Developer
18 137 (1.85%) Full-Stack Developer
19 129 (1.74%) Data Architect
20 127 (1.71%) Senior Developer
Libraries, Frameworks & Software Standards
1 399 (5.38%) React
2 358 (4.83%) .NET
3 195 (2.63%) CSS
4 194 (2.62%) PyTorch
5 183 (2.47%) HTML
6 182 (2.45%) LangChain
7 181 (2.44%) RESTful
8 174 (2.35%) Node.js
8 174 (2.35%) REST
9 142 (1.92%) TensorFlow
10 137 (1.85%) ASP.NET
11 134 (1.81%) Kafka
12 128 (1.73%) .NET Core
12 128 (1.73%) ASP.NET Core
12 128 (1.73%) scikit-learn
13 118 (1.59%) FastAPI
14 104 (1.40%) ML.NET
15 101 (1.36%) Pandas
16 94 (1.27%) PySpark
17 91 (1.23%) AngularJS
Miscellaneous
1 481 (6.49%) Cloud Native
2 318 (4.29%) AI Agents
3 282 (3.80%) Social Media
4 228 (3.07%) Product Ownership
5 206 (2.78%) Distributed Systems
6 203 (2.74%) Onboarding
7 177 (2.39%) Algorithms
8 133 (1.79%) Robotics
9 121 (1.63%) Management Information System
9 121 (1.63%) Self-Motivation
10 120 (1.62%) Low-Code
11 102 (1.38%) Data Centre
12 91 (1.23%) Mobile App
13 83 (1.12%) Legacy Systems
14 78 (1.05%) Virtual Team
15 76 (1.02%) Enterprise Software
16 72 (0.97%) Public Cloud
17 63 (0.85%) Video\Live Streaming
18 62 (0.84%) Data Structures
18 62 (0.84%) Greenfield Project
Operating Systems
1 151 (2.04%) Windows
2 138 (1.86%) Linux
3 65 (0.88%) Android
4 52 (0.70%) Apple iOS
4 52 (0.70%) Windows Server
5 19 (0.26%) VMS
6 14 (0.19%) Unix
7 12 (0.16%) Mac OS
8 11 (0.15%) Ubuntu
9 5 (0.067%) Windows Server 2016
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%) FreeRTOS
12 1 (0.013%) Red Hat Enterprise Linux
12 1 (0.013%) Windows 10
Processes & Methodologies
1 1,512 (20.39%) Machine Learning
2 1,440 (19.42%) Analytics
3 1,324 (17.86%) Business Intelligence
4 1,221 (16.47%) Agile
5 1,052 (14.19%) Roadmaps
6 972 (13.11%) CI/CD
7 931 (12.56%) Software Engineering
8 822 (11.09%) Problem-Solving
9 768 (10.36%) Decision-Making
10 766 (10.33%) LLM
11 721 (9.72%) Continuous Improvement
12 707 (9.53%) DevOps
13 673 (9.08%) Mentoring
14 639 (8.62%) Generative AI
15 595 (8.02%) Data Science
16 586 (7.90%) Full-Stack Development
17 506 (6.82%) Data Engineering
18 501 (6.76%) Artificial Intelligence Engineering
19 455 (6.14%) Stakeholder Management
20 450 (6.07%) Customer Experience
Programming Languages
1 2,868 (38.68%) Python
2 1,743 (23.51%) SQL
3 402 (5.42%) JavaScript
4 391 (5.27%) C#
5 320 (4.32%) TypeScript
6 295 (3.98%) Java
7 130 (1.75%) C++
8 116 (1.56%) PowerShell
9 92 (1.24%) Go
10 90 (1.21%) Bash
11 56 (0.76%) Bicep
12 52 (0.70%) R
13 50 (0.67%) C
14 45 (0.61%) PHP
15 42 (0.57%) Rust
16 36 (0.49%) Scala
17 28 (0.38%) Kotlin
18 26 (0.35%) Data Analysis Expressions
19 22 (0.30%) Kusto Query Language
20 19 (0.26%) Ruby
Qualifications
1 1,291 (17.41%) Azure Certification
2 705 (9.51%) Degree
3 405 (5.46%) Security Cleared
4 238 (3.21%) SC Cleared
5 159 (2.14%) Computer Science Degree
6 135 (1.82%) AWS Certification
7 133 (1.79%) Master's Degree
8 122 (1.65%) DV Cleared
9 99 (1.34%) PhD
10 88 (1.19%) ACCA
11 73 (0.98%) DBS Check
12 65 (0.88%) CIMA
13 57 (0.77%) AWS Certified Cloud Practitioner
14 56 (0.76%) Microsoft Certification
15 50 (0.67%) CISSP
16 37 (0.50%) AWS Certified Solutions Architect
17 36 (0.49%) Cisco Certification
18 21 (0.28%) Microsoft Certified Professional
19 20 (0.27%) TOGAF Certification
20 19 (0.26%) BPSS Clearance
Quality Assurance & Compliance
1 394 (5.31%) Accessibility
2 327 (4.41%) Data Quality
3 218 (2.94%) GDPR
4 206 (2.78%) QA
5 106 (1.43%) ISO/IEC 27001
6 90 (1.21%) GRC
7 79 (1.07%) WCAG
8 77 (1.04%) NIST
9 56 (0.76%) SLA
10 52 (0.70%) California Consumer Privacy Act
11 38 (0.51%) IFRS
12 33 (0.45%) Cyber Essentials
13 28 (0.38%) PMO
14 26 (0.35%) PCI DSS
15 20 (0.27%) EU AI Act
15 20 (0.27%) HIPAA
16 19 (0.26%) SOC 2
17 17 (0.23%) Sarbanes-Oxley
18 16 (0.22%) Cyber Essentials PLUS
18 16 (0.22%) ISO/IEC 42001
System Software
1 374 (5.04%) Docker
2 99 (1.34%) Virtual Machines
3 97 (1.31%) Active Directory
4 23 (0.31%) Firmware
4 23 (0.31%) VMware Infrastructure
5 13 (0.18%) Virtual Desktop
5 13 (0.18%) vSphere
6 9 (0.12%) Embedded Firmware
7 8 (0.11%) Hyper-V
8 6 (0.081%) IAG
9 3 (0.040%) Kamailio
10 1 (0.013%) Apache Flume
10 1 (0.013%) VMware NSX
Systems Management
1 390 (5.26%) Kubernetes
2 304 (4.10%) Terraform
3 57 (0.77%) Grafana
4 56 (0.76%) Ansible
5 55 (0.74%) Microsoft Intune
6 51 (0.69%) Prometheus
7 18 (0.24%) Single Sign-On
8 15 (0.20%) Kubeflow
9 14 (0.19%) Argo
10 10 (0.13%) Puppet
11 9 (0.12%) Podman
12 8 (0.11%) Proxmox
13 7 (0.094%) Nagios
14 5 (0.067%) Autotask
14 5 (0.067%) Control-M
14 5 (0.067%) Functional Safety
15 4 (0.054%) Active Directory Federation Services
15 4 (0.054%) Istio
15 4 (0.054%) SolarWinds Orion
15 4 (0.054%) vCenter Server
Vendors
1 1,987 (26.80%) Microsoft
2 329 (4.44%) Databricks
3 266 (3.59%) Adobe
4 236 (3.18%) Google
5 192 (2.59%) OpenAI
6 137 (1.85%) Dell
7 116 (1.56%) Salesforce
8 91 (1.23%) Oracle
9 87 (1.17%) Cisco
10 84 (1.13%) ServiceNow
11 74 (1.00%) SAP
12 72 (0.97%) Foundry
13 56 (0.76%) HubSpot
14 53 (0.71%) Apple
15 44 (0.59%) Palantir
16 43 (0.58%) Informatica
17 40 (0.54%) CrowdStrike
18 37 (0.50%) Palo Alto
19 35 (0.47%) Sage
20 33 (0.45%) Tenable