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

6 months to
13 Jun 2026
Same period 2025 Same period 2024
Rank 10 16 49
Rank change year-on-year +6 +33 +67
Permanent jobs citing AI 7,225 4,449 4,794
As % of all permanent jobs in the UK 7.79% 10.02% 4.47%
As % of the Processes & Methodologies category 10.70% 10.81% 5.43%
Number of salaries quoted 3,846 1,407 2,212
10th Percentile £40,000 £25,313 £40,000
25th Percentile £51,250 £46,966 £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 £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% -13.60%

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 67,552 41,143 88,287
As % of all permanent jobs advertised in the UK 72.85% 92.63% 82.27%
Number of salaries quoted 46,362 21,911 62,510
10th Percentile £30,000 £29,000 £29,556
25th Percentile £41,250 £39,750 £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 13 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 13 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 6,523 £70,000 +5.50% 3,230
UK excluding London -1 4,311 £62,500 -2.34% 1,984
London +17 2,457 £85,000 -5.56% 1,716
Work from Home -3 2,223 £70,000 +5.73% 1,794
North of England +12 1,327 £67,500 +22.73% 536
South East +2 995 £60,000 +20.00% 673
Midlands -8 713 £55,000 -4.35% 227
North West +31 649 £72,500 +11.54% 338
Yorkshire -5 501 £65,000 +153.66% 143
East of England +26 468 £60,000 -9.39% 169
South West +3 466 £60,000 - 247
West Midlands -5 450 £55,000 -4.35% 152
East Midlands -12 262 £52,500 -8.70% 73
Scotland +1 205 £70,000 +38.76% 100
North East +6 177 £65,000 +64.56% 57
Wales +19 115 £53,585 -22.34% 40
Northern Ireland +11 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
1 127 (1.76%) SharePoint
2 117 (1.62%) Apache Airflow
3 103 (1.43%) Apache Spark
4 71 (0.98%) CMS
5 70 (0.97%) Confluence
6 66 (0.91%) Jupyter
7 51 (0.71%) Apache
8 37 (0.51%) WordPress
9 33 (0.46%) Microsoft Exchange
10 29 (0.40%) ArcGIS
11 27 (0.37%) Palantir Foundry
12 18 (0.25%) SAS
13 7 (0.097%) Appian
13 7 (0.097%) Headless CMS
13 7 (0.097%) Sitecore CMS
14 6 (0.083%) IIS
15 4 (0.055%) JBoss
15 4 (0.055%) WebSphere
16 3 (0.042%) ColdFusion
16 3 (0.042%) Oracle Workflow
Applications
1 980 (13.56%) Microsoft Excel
2 107 (1.48%) Chatbot
3 73 (1.01%) Microsoft Office
4 55 (0.76%) Microsoft PowerPoint
5 37 (0.51%) UserZoom
6 27 (0.37%) Spreadsheet
7 22 (0.30%) 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
14 4 (0.055%) CapCut
14 4 (0.055%) Sketch
15 3 (0.042%) Adobe XD
15 3 (0.042%) Productboard
Business Applications
1 35 (0.48%) 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%) Salesforce CRM
7 6 (0.083%) Distributed Ledger
7 6 (0.083%) Oracle ERP
8 5 (0.069%) Oracle EBS
9 4 (0.055%) 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 2,614 (36.18%) Azure
2 1,450 (20.07%) Azure AI
3 1,344 (18.60%) Power Platform
4 1,091 (15.10%) AWS
5 544 (7.53%) SaaS
6 447 (6.19%) GCP
7 302 (4.18%) Microsoft 365
8 247 (3.42%) GitHub
9 219 (3.03%) Azure DevOps
10 213 (2.95%) Snowflake
11 211 (2.92%) Microsoft Copilot
12 186 (2.57%) Adobe Analytics
13 173 (2.39%) Serverless
14 148 (2.05%) Anthropic Claude
15 135 (1.87%) Figma
16 123 (1.70%) Azure Synapse Analytics
17 121 (1.67%) Entra ID
18 114 (1.58%) Azure Machine Learning
19 113 (1.56%) GitHub Copilot
20 112 (1.55%) Power Automate
Communications & Networking
1 340 (4.71%) Broadband
2 74 (1.02%) Firewall
3 53 (0.73%) Network Security
4 52 (0.72%) VPN
5 38 (0.53%) DNS
6 27 (0.37%) TCP/IP
6 27 (0.37%) WAN
7 26 (0.36%) Internet
8 24 (0.33%) Unified Communications
9 23 (0.32%) VLAN
10 20 (0.28%) HTTP
11 19 (0.26%) DHCP
12 16 (0.22%) MQTT
13 15 (0.21%) BGP
13 15 (0.21%) OSPF
14 10 (0.14%) VoIP
14 10 (0.14%) VXLAN
15 9 (0.12%) LAN
15 9 (0.12%) Wi-Fi
15 9 (0.12%) Wireless
Database & Business Intelligence
1 1,180 (16.33%) Power BI
2 1,029 (14.24%) Tableau
3 199 (2.75%) MongoDB
4 196 (2.71%) SQL Server
5 177 (2.45%) Data Warehouse
6 145 (2.01%) PostgreSQL
7 142 (1.97%) Data Lake
8 112 (1.55%) Azure SQL Database
9 104 (1.44%) Metadata
10 92 (1.27%) NoSQL
11 81 (1.12%) BigQuery
12 79 (1.09%) Big Data
13 72 (1.00%) Elasticsearch
14 59 (0.82%) Relational Database
15 58 (0.80%) MySQL
16 57 (0.79%) Looker
17 46 (0.64%) Pinecone
17 46 (0.64%) Redis
18 41 (0.57%) Amazon Redshift
19 40 (0.55%) Semantic Layer
Development Applications
1 200 (2.77%) Git
2 87 (1.20%) JIRA
3 83 (1.15%) Claude Code
4 73 (1.01%) Jenkins
4 73 (1.01%) MLflow
5 61 (0.84%) GitLab
6 60 (0.83%) Visual Studio Code
7 27 (0.37%) Selenium
8 25 (0.35%) IBM UrbanCode
8 25 (0.35%) Snyk
9 24 (0.33%) Postman
10 18 (0.25%) Cypress.io
11 14 (0.19%) Vite
12 13 (0.18%) JUnit
12 13 (0.18%) Maven
13 12 (0.17%) Gradle
13 12 (0.17%) SpecFlow
14 9 (0.12%) Visual Studio
15 8 (0.11%) Cucumber
15 8 (0.11%) Storybook
General
1 2,472 (34.21%) Social Skills
2 1,282 (17.74%) Finance
3 635 (8.79%) Analytical Skills
4 475 (6.57%) Inclusion and Diversity
4 475 (6.57%) Marketing
5 353 (4.89%) Games
6 318 (4.40%) Legal
7 295 (4.08%) Public Sector
8 266 (3.68%) Law
9 258 (3.57%) Retail
10 222 (3.07%) Banking
11 164 (2.27%) Manufacturing
12 144 (1.99%) Organisational Skills
13 135 (1.87%) Influencing Skills
14 84 (1.16%) Advertising
15 77 (1.07%) Legal Technology
16 75 (1.04%) Financial Institution
16 75 (1.04%) Presentation Skills
17 69 (0.96%) Automotive
18 67 (0.93%) Telecoms
Job Titles
1 1,183 (16.37%) Analyst
2 1,025 (14.19%) Senior
3 935 (12.94%) Data Analyst
4 909 (12.58%) Junior
5 885 (12.25%) Junior Analyst
6 882 (12.21%) Junior Data Analyst
7 774 (10.71%) Lead
8 667 (9.23%) Developer
9 624 (8.64%) Artificial Intelligence Engineer
10 562 (7.78%) Architect
11 355 (4.91%) Software Engineer
12 271 (3.75%) Data Engineer
13 269 (3.72%) Consultant
14 221 (3.06%) Solutions Architect
15 178 (2.46%) Python Engineer
16 165 (2.28%) Data Scientist
17 133 (1.84%) Full-Stack Developer
18 128 (1.77%) .NET Developer
19 126 (1.74%) Senior Developer
20 120 (1.66%) Full-Stack Engineer
Libraries, Frameworks & Software Standards
1 389 (5.38%) React
2 329 (4.55%) .NET
3 190 (2.63%) PyTorch
4 181 (2.51%) CSS
5 178 (2.46%) LangChain
6 177 (2.45%) REST
7 171 (2.37%) Node.js
8 169 (2.34%) HTML
8 169 (2.34%) RESTful
9 141 (1.95%) TensorFlow
10 129 (1.79%) Kafka
11 125 (1.73%) scikit-learn
12 117 (1.62%) FastAPI
13 115 (1.59%) ASP.NET
14 108 (1.49%) .NET Core
14 108 (1.49%) ASP.NET Core
15 100 (1.38%) Pandas
16 91 (1.26%) AngularJS
17 90 (1.25%) PySpark
18 87 (1.20%) Next.js
Miscellaneous
1 448 (6.20%) Cloud Native
2 300 (4.15%) AI Agents
3 271 (3.75%) Social Media
4 220 (3.04%) Product Ownership
5 204 (2.82%) Distributed Systems
6 179 (2.48%) Algorithms
7 178 (2.46%) Onboarding
8 137 (1.90%) Robotics
9 120 (1.66%) Low-Code
10 119 (1.65%) Management Information System
11 116 (1.61%) Self-Motivation
12 98 (1.36%) Data Centre
13 91 (1.26%) Mobile App
14 79 (1.09%) Enterprise Software
14 79 (1.09%) Legacy Systems
15 78 (1.08%) Public Cloud
16 74 (1.02%) Virtual Team
17 63 (0.87%) Video\Live Streaming
18 59 (0.82%) Data Structures
19 58 (0.80%) Greenfield Project
Operating Systems
1 139 (1.92%) Windows
2 130 (1.80%) Linux
3 64 (0.89%) Android
4 52 (0.72%) Apple iOS
5 48 (0.66%) Windows Server
6 18 (0.25%) 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%) Alpine Linux
13 1 (0.014%) Debian
13 1 (0.014%) Embedded Linux
13 1 (0.014%) FreeRTOS
13 1 (0.014%) Gentoo
13 1 (0.014%) Kali Linux
13 1 (0.014%) Red Hat Enterprise Linux
13 1 (0.014%) Windows 10
Processes & Methodologies
1 1,459 (20.19%) Machine Learning
2 1,387 (19.20%) Analytics
3 1,312 (18.16%) Business Intelligence
4 1,180 (16.33%) Agile
5 1,012 (14.01%) Roadmaps
6 934 (12.93%) CI/CD
7 900 (12.46%) Software Engineering
8 821 (11.36%) Problem-Solving
9 751 (10.39%) Decision-Making
10 741 (10.26%) LLM
11 700 (9.69%) Continuous Improvement
12 681 (9.43%) DevOps
13 641 (8.87%) Mentoring
14 625 (8.65%) Generative AI
15 587 (8.12%) Data Science
16 549 (7.60%) Full-Stack Development
17 490 (6.78%) Artificial Intelligence Engineering
17 490 (6.78%) Data Engineering
18 439 (6.08%) Customer Experience
19 430 (5.95%) Stakeholder Management
Programming Languages
1 2,823 (39.07%) Python
2 1,692 (23.42%) SQL
3 384 (5.31%) JavaScript
4 360 (4.98%) C#
5 308 (4.26%) TypeScript
6 293 (4.06%) Java
7 122 (1.69%) C++
8 107 (1.48%) PowerShell
9 90 (1.25%) Go
10 82 (1.13%) Bash
11 54 (0.75%) R
12 49 (0.68%) C
13 48 (0.66%) Bicep
14 43 (0.60%) PHP
15 42 (0.58%) Rust
16 38 (0.53%) Scala
17 27 (0.37%) Kotlin
18 23 (0.32%) Data Analysis Expressions
19 19 (0.26%) Kusto Query Language
20 16 (0.22%) T-SQL
Qualifications
1 1,285 (17.79%) Azure Certification
2 695 (9.62%) Degree
3 385 (5.33%) Security Cleared
4 225 (3.11%) SC Cleared
5 153 (2.12%) Computer Science Degree
6 132 (1.83%) Master's Degree
7 125 (1.73%) AWS Certification
8 121 (1.67%) DV Cleared
9 101 (1.40%) PhD
10 86 (1.19%) ACCA
11 74 (1.02%) DBS Check
12 64 (0.89%) CIMA
13 56 (0.78%) AWS Certified Cloud Practitioner
14 53 (0.73%) Microsoft Certification
15 48 (0.66%) CISSP
16 38 (0.53%) 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%) Microsoft Certified Professional
Quality Assurance & Compliance
1 381 (5.27%) Accessibility
2 312 (4.32%) Data Quality
3 206 (2.85%) GDPR
4 202 (2.80%) QA
5 98 (1.36%) ISO/IEC 27001
6 88 (1.22%) GRC
7 77 (1.07%) 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 31 (0.43%) 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
1 350 (4.84%) Docker
2 97 (1.34%) Virtual Machines
3 94 (1.30%) 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 (5.08%) Kubernetes
2 289 (4.00%) Terraform
3 56 (0.78%) Ansible
4 55 (0.76%) Grafana
5 53 (0.73%) Microsoft Intune
6 50 (0.69%) Prometheus
7 21 (0.29%) 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 (0.055%) Active Directory Federation Services
12 4 (0.055%) Cisco CUCM
12 4 (0.055%) SolarWinds Orion
12 4 (0.055%) vCenter Server
Vendors
1 1,945 (26.92%) Microsoft
2 320 (4.43%) Databricks
3 260 (3.60%) Adobe
4 228 (3.16%) Google
5 186 (2.57%) OpenAI
6 136 (1.88%) Dell
7 119 (1.65%) Salesforce
8 90 (1.25%) Oracle
9 84 (1.16%) Cisco
9 84 (1.16%) ServiceNow
10 66 (0.91%) Foundry
10 66 (0.91%) SAP
11 57 (0.79%) Apple
11 57 (0.79%) HubSpot
12 45 (0.62%) Palantir
13 42 (0.58%) Informatica
14 40 (0.55%) CrowdStrike
15 37 (0.51%) Palo Alto
16 33 (0.46%) Sage
17 32 (0.44%) Tenable