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

6 months to
15 Jun 2026
Same period 2025 Same period 2024
Rank 10 16 50
Rank change year-on-year +6 +34 +66
Permanent jobs citing AI 7,259 4,482 4,769
As % of all permanent jobs in the UK 7.79% 10.06% 4.42%
As % of the Processes & Methodologies category 10.70% 10.86% 5.38%
Number of salaries quoted 3,883 1,404 2,212
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 £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% -13.04%

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 67,867 41,257 88,577
As % of all permanent jobs advertised in the UK 72.84% 92.63% 82.08%
Number of salaries quoted 46,626 22,001 62,691
10th Percentile £30,000 £28,822 £29,629
25th Percentile £41,250 £39,353 £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 15 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 15 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 6,557 £70,000 +5.50% 4,755
UK excluding London -1 4,335 £62,500 -2.34% 2,389
London +17 2,467 £85,000 -5.56% 2,836
Work from Home -3 2,241 £70,000 +5.74% 2,221
North of England +11 1,344 £67,500 +22.73% 637
South East +2 999 £60,000 +20.00% 736
Midlands -8 711 £55,000 -4.35% 282
North West +30 661 £72,500 +11.54% 402
Yorkshire -5 504 £65,000 +153.66% 173
East of England +23 470 £59,725 -9.80% 218
South West +1 468 £60,000 - 299
West Midlands -5 448 £55,000 -4.35% 178
East Midlands -12 262 £52,500 -8.82% 102
Scotland +1 206 £70,000 +38.76% 134
North East 0 179 £65,000 +52.94% 63
Wales +16 115 £53,585 -22.34% 55
Northern Ireland +10 52 £72,500 - 75

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
1 125 (1.72%) SharePoint
2 117 (1.61%) Apache Airflow
3 102 (1.41%) Apache Spark
4 71 (0.98%) CMS
5 70 (0.96%) Confluence
6 66 (0.91%) Jupyter
7 51 (0.70%) Apache
8 37 (0.51%) WordPress
9 33 (0.45%) Microsoft Exchange
10 28 (0.39%) ArcGIS
11 27 (0.37%) Palantir Foundry
12 18 (0.25%) SAS
13 7 (0.096%) Appian
13 7 (0.096%) Headless CMS
13 7 (0.096%) Sitecore CMS
14 5 (0.069%) IIS
15 4 (0.055%) JBoss
15 4 (0.055%) WebSphere
16 3 (0.041%) Oracle SOA Suite
16 3 (0.041%) Oracle Workflow
Applications
1 977 (13.46%) Microsoft Excel
2 107 (1.47%) Chatbot
3 71 (0.98%) Microsoft Office
4 51 (0.70%) 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 (0.041%) Adobe XD
15 3 (0.041%) Productboard
Business Applications
1 36 (0.50%) Dynamics CRM
2 24 (0.33%) Cloudability
2 24 (0.33%) SAP S/4HANA
3 15 (0.21%) NetSuite
4 8 (0.11%) Sage 50
5 7 (0.096%) Salesforce CRM
6 6 (0.083%) Oracle ERP
7 5 (0.069%) Distributed Ledger
7 5 (0.069%) Oracle EBS
8 4 (0.055%) Dynamics AX
9 3 (0.041%) Dynamics GP
9 3 (0.041%) Dynamics NAV
9 3 (0.041%) Relativity
9 3 (0.041%) SAP MDG
9 3 (0.041%) Shopify
9 3 (0.041%) Sparx Enterprise Architect
9 3 (0.041%) Workday HCM
10 2 (0.028%) Oracle Procure-to-Pay
10 2 (0.028%) Payment Gateway
10 2 (0.028%) Sage 200
Cloud Services
1 2,625 (36.16%) Azure
2 1,458 (20.09%) Azure AI
3 1,346 (18.54%) Power Platform
4 1,095 (15.08%) AWS
5 546 (7.52%) SaaS
6 450 (6.20%) GCP
7 303 (4.17%) Microsoft 365
8 252 (3.47%) GitHub
9 224 (3.09%) Azure DevOps
10 212 (2.92%) Snowflake
11 211 (2.91%) Microsoft Copilot
12 186 (2.56%) Adobe Analytics
13 173 (2.38%) Serverless
14 151 (2.08%) Anthropic Claude
15 135 (1.86%) Figma
16 123 (1.69%) Azure Synapse Analytics
17 121 (1.67%) Entra ID
18 119 (1.64%) GitHub Copilot
19 114 (1.57%) Azure Machine Learning
20 112 (1.54%) Power Automate
Communications & Networking
1 340 (4.68%) Broadband
2 75 (1.03%) Firewall
3 53 (0.73%) VPN
4 52 (0.72%) Network Security
5 38 (0.52%) DNS
6 28 (0.39%) Internet
7 27 (0.37%) TCP/IP
7 27 (0.37%) WAN
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%) Intranet
15 9 (0.12%) LAN
15 9 (0.12%) Wi-Fi
Database & Business Intelligence
1 1,182 (16.28%) Power BI
2 1,028 (14.16%) Tableau
3 207 (2.85%) MongoDB
4 198 (2.73%) SQL Server
5 178 (2.45%) Data Warehouse
6 144 (1.98%) PostgreSQL
7 142 (1.96%) Data Lake
8 121 (1.67%) Azure SQL Database
9 104 (1.43%) Metadata
10 92 (1.27%) NoSQL
11 80 (1.10%) BigQuery
12 78 (1.07%) Big Data
13 72 (0.99%) Elasticsearch
14 61 (0.84%) Relational Database
15 58 (0.80%) MySQL
16 57 (0.79%) Looker
17 47 (0.65%) Pinecone
18 46 (0.63%) Redis
19 41 (0.56%) Amazon Redshift
20 40 (0.55%) Semantic Layer
Development Applications
1 202 (2.78%) Git
2 87 (1.20%) JIRA
3 83 (1.14%) Claude Code
4 74 (1.02%) Jenkins
5 73 (1.01%) MLflow
6 64 (0.88%) GitLab
7 60 (0.83%) Visual Studio Code
8 28 (0.39%) Selenium
9 25 (0.34%) IBM UrbanCode
9 25 (0.34%) Postman
9 25 (0.34%) Snyk
10 18 (0.25%) Cypress.io
11 15 (0.21%) JUnit
12 14 (0.19%) Vite
13 13 (0.18%) Maven
14 12 (0.17%) Gradle
14 12 (0.17%) SpecFlow
15 9 (0.12%) Visual Studio
16 8 (0.11%) Cucumber
16 8 (0.11%) Storybook
General
1 2,473 (34.07%) Social Skills
2 1,289 (17.76%) Finance
3 637 (8.78%) Analytical Skills
4 475 (6.54%) Marketing
5 471 (6.49%) Inclusion and Diversity
6 353 (4.86%) Games
7 317 (4.37%) Legal
8 293 (4.04%) Public Sector
9 266 (3.66%) Law
10 260 (3.58%) Retail
11 223 (3.07%) Banking
12 166 (2.29%) Manufacturing
13 146 (2.01%) Organisational Skills
14 136 (1.87%) Influencing Skills
15 86 (1.18%) Advertising
16 77 (1.06%) Legal Technology
17 76 (1.05%) Presentation Skills
18 75 (1.03%) Financial Institution
19 69 (0.95%) Automotive
20 65 (0.90%) Telecoms
Job Titles
1 1,179 (16.24%) Analyst
2 1,034 (14.24%) Senior
3 935 (12.88%) Data Analyst
4 909 (12.52%) Junior
5 885 (12.19%) Junior Analyst
6 882 (12.15%) Junior Data Analyst
7 775 (10.68%) Lead
8 681 (9.38%) Developer
9 625 (8.61%) Artificial Intelligence Engineer
10 564 (7.77%) Architect
11 360 (4.96%) Software Engineer
12 274 (3.77%) Data Engineer
13 268 (3.69%) Consultant
14 224 (3.09%) Solutions Architect
15 179 (2.47%) Python Engineer
16 165 (2.27%) Data Scientist
17 138 (1.90%) Full-Stack Developer
18 136 (1.87%) .NET Developer
19 129 (1.78%) Senior Developer
20 122 (1.68%) Full-Stack Engineer
Libraries, Frameworks & Software Standards
1 393 (5.41%) React
2 341 (4.70%) .NET
3 189 (2.60%) PyTorch
4 186 (2.56%) CSS
5 178 (2.45%) LangChain
6 177 (2.44%) REST
7 174 (2.40%) HTML
8 173 (2.38%) RESTful
9 171 (2.36%) Node.js
10 140 (1.93%) TensorFlow
11 130 (1.79%) Kafka
12 125 (1.72%) scikit-learn
13 123 (1.69%) ASP.NET
14 119 (1.64%) FastAPI
15 116 (1.60%) .NET Core
15 116 (1.60%) ASP.NET Core
16 100 (1.38%) Pandas
17 93 (1.28%) AngularJS
18 92 (1.27%) ML.NET
19 90 (1.24%) PySpark
Miscellaneous
1 452 (6.23%) Cloud Native
2 302 (4.16%) AI Agents
3 271 (3.73%) Social Media
4 221 (3.04%) Product Ownership
5 205 (2.82%) Distributed Systems
6 176 (2.42%) Algorithms
7 172 (2.37%) Onboarding
8 135 (1.86%) Robotics
9 120 (1.65%) Low-Code
10 118 (1.63%) Management Information System
10 118 (1.63%) Self-Motivation
11 98 (1.35%) Data Centre
12 92 (1.27%) Mobile App
13 79 (1.09%) Legacy Systems
14 78 (1.07%) Enterprise Software
15 74 (1.02%) Virtual Team
16 72 (0.99%) Public Cloud
17 63 (0.87%) Video\Live Streaming
18 60 (0.83%) Greenfield Project
19 58 (0.80%) Data Structures
Operating Systems
1 139 (1.91%) Windows
2 130 (1.79%) Linux
3 64 (0.88%) 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 (0.041%) 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 1,466 (20.20%) Machine Learning
2 1,386 (19.09%) Analytics
3 1,312 (18.07%) Business Intelligence
4 1,189 (16.38%) Agile
5 1,010 (13.91%) Roadmaps
6 945 (13.02%) CI/CD
7 904 (12.45%) Software Engineering
8 819 (11.28%) Problem-Solving
9 751 (10.35%) Decision-Making
10 744 (10.25%) LLM
11 700 (9.64%) Continuous Improvement
12 689 (9.49%) DevOps
13 639 (8.80%) Mentoring
14 621 (8.55%) Generative AI
15 582 (8.02%) Data Science
16 566 (7.80%) Full-Stack Development
17 493 (6.79%) Artificial Intelligence Engineering
18 492 (6.78%) Data Engineering
19 440 (6.06%) Customer Experience
20 433 (5.97%) Stakeholder Management
Programming Languages
1 2,830 (38.99%) Python
2 1,704 (23.47%) SQL
3 390 (5.37%) JavaScript
4 371 (5.11%) C#
5 315 (4.34%) TypeScript
6 295 (4.06%) Java
7 124 (1.71%) C++
8 109 (1.50%) PowerShell
9 91 (1.25%) Go
10 85 (1.17%) Bash
11 54 (0.74%) R
12 50 (0.69%) Bicep
13 49 (0.68%) C
14 43 (0.59%) PHP
15 42 (0.58%) Rust
16 38 (0.52%) Scala
17 28 (0.39%) Kotlin
18 23 (0.32%) Data Analysis Expressions
19 19 (0.26%) Kusto Query Language
20 16 (0.22%) T-SQL
Qualifications
1 1,283 (17.67%) Azure Certification
2 690 (9.51%) Degree
3 385 (5.30%) Security Cleared
4 226 (3.11%) SC Cleared
5 154 (2.12%) Computer Science Degree
6 131 (1.80%) Master's Degree
7 121 (1.67%) AWS Certification
7 121 (1.67%) DV Cleared
8 97 (1.34%) PhD
9 86 (1.18%) ACCA
10 74 (1.02%) DBS Check
11 64 (0.88%) CIMA
12 56 (0.77%) AWS Certified Cloud Practitioner
13 51 (0.70%) Microsoft Certification
14 48 (0.66%) CISSP
15 38 (0.52%) Cisco Certification
16 32 (0.44%) AWS Certified Solutions Architect
17 20 (0.28%) PMI Certification
17 20 (0.28%) TOGAF Certification
18 19 (0.26%) Microsoft Certified Professional
Quality Assurance & Compliance
1 382 (5.26%) Accessibility
2 312 (4.30%) Data Quality
3 206 (2.84%) GDPR
4 203 (2.80%) QA
5 98 (1.35%) ISO/IEC 27001
6 88 (1.21%) GRC
7 77 (1.06%) WCAG
8 72 (0.99%) NIST
9 52 (0.72%) California Consumer Privacy Act
10 51 (0.70%) SLA
11 38 (0.52%) IFRS
12 31 (0.43%) Cyber Essentials
13 28 (0.39%) 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
1 360 (4.96%) Docker
2 97 (1.34%) Virtual Machines
3 94 (1.29%) Active Directory
4 25 (0.34%) 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 (0.096%) Hyper-V
9 6 (0.083%) IAG
10 3 (0.041%) Kamailio
11 1 (0.014%) Apache Flume
11 1 (0.014%) VMware NSX
Systems Management
1 376 (5.18%) Kubernetes
2 293 (4.04%) Terraform
3 56 (0.77%) Ansible
3 56 (0.77%) Grafana
4 54 (0.74%) Microsoft Intune
5 50 (0.69%) Prometheus
6 21 (0.29%) Single Sign-On
7 14 (0.19%) Argo
7 14 (0.19%) Kubeflow
8 9 (0.12%) Puppet
9 8 (0.11%) Podman
9 8 (0.11%) Proxmox
10 7 (0.096%) 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%) Istio
12 4 (0.055%) SolarWinds Orion
Vendors
1 1,949 (26.85%) Microsoft
2 319 (4.39%) Databricks
3 254 (3.50%) Adobe
4 230 (3.17%) Google
5 186 (2.56%) OpenAI
6 135 (1.86%) Dell
7 119 (1.64%) Salesforce
8 91 (1.25%) Oracle
9 85 (1.17%) Cisco
10 84 (1.16%) ServiceNow
11 66 (0.91%) Foundry
11 66 (0.91%) SAP
12 57 (0.79%) HubSpot
13 51 (0.70%) Apple
14 45 (0.62%) Palantir
15 42 (0.58%) Informatica
16 40 (0.55%) CrowdStrike
17 37 (0.51%) Palo Alto
18 33 (0.45%) Sage
19 32 (0.44%) Tenable