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

6 months to
15 Jul 2026
Same period 2025 Same period 2024
Rank 8 13 48
Rank change year-on-year +5 +35 +64
Permanent jobs citing AI 8,221 4,904 4,477
As % of all permanent jobs in the UK 8.32% 9.98% 4.43%
As % of the Processes & Methodologies category 11.29% 11.06% 5.39%
Number of salaries quoted 4,508 1,552 2,071
10th Percentile £40,000 £25,313 £40,000
25th Percentile £51,250 £46,250 £52,500
Median annual salary (50th Percentile) £70,000 £66,295 £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 £63,908 £62,500
% change year-on-year -2.20% +2.25% -7.41%

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 72,817 44,332 83,106
As % of all permanent jobs advertised in the UK 73.70% 90.20% 82.17%
Number of salaries quoted 50,259 24,803 58,175
10th Percentile £30,250 £28,750 £29,750
25th Percentile £41,250 £38,000 £40,000
Median annual salary (50th Percentile) £60,000 £57,500 £55,000
Median % change year-on-year +4.35% +4.55% -8.84%
75th Percentile £78,750 £77,500 £72,500
90th Percentile £100,000 £98,750 £92,500
UK excluding London median annual salary £55,000 £50,000 £50,000
% change year-on-year +10.00% - -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 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 15 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 7,365 £70,000 +5.52% 4,999
UK excluding London -4 4,883 £62,500 -2.20% 3,495
London +16 2,817 £85,000 -5.56% 2,415
Work from Home -2 2,560 £70,000 +5.90% 3,191
North of England +14 1,511 £67,500 +23.53% 851
South East -2 1,092 £60,000 +33.33% 961
Midlands -8 769 £55,000 -8.33% 446
North West +24 750 £70,000 +19.66% 462
South West +3 547 £62,500 +4.17% 306
Yorkshire -1 547 £65,000 +153.66% 288
East of England +16 509 £60,000 -9.38% 376
West Midlands -5 486 £57,500 -4.17% 229
East Midlands -17 282 £52,500 -16.00% 217
Scotland -3 231 £70,000 +7.69% 348
North East -5 214 £65,000 +106.35% 105
Wales +19 159 £60,000 -10.45% 154
Northern Ireland +6 95 £74,830 -14.48% 118

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
1 163 (1.98%) SharePoint
2 117 (1.42%) Apache Airflow
3 110 (1.34%) Apache Spark
4 75 (0.91%) CMS
5 72 (0.88%) Confluence
6 67 (0.81%) Jupyter
7 58 (0.71%) Apache
8 48 (0.58%) Microsoft Exchange
9 39 (0.47%) WordPress
10 31 (0.38%) SAS
11 26 (0.32%) ArcGIS
11 26 (0.32%) Palantir Foundry
12 9 (0.11%) Sitecore CMS
13 8 (0.097%) Camunda
14 7 (0.085%) Headless CMS
15 5 (0.061%) Apache Pig
15 5 (0.061%) ColdFusion
15 5 (0.061%) Oracle Workflow
16 4 (0.049%) Adobe Experience Manager
17 3 (0.036%) Appian
Applications
1 994 (12.09%) Microsoft Excel
2 131 (1.59%) Chatbot
3 74 (0.90%) Microsoft Office
4 51 (0.62%) Microsoft PowerPoint
5 45 (0.55%) UserZoom
6 26 (0.32%) MS Visio
7 23 (0.28%) Spreadsheet
8 18 (0.22%) Adobe After Effects
8 18 (0.22%) Adobe Creative Suite
9 17 (0.21%) Adobe Illustrator
9 17 (0.21%) Photoshop
10 13 (0.16%) InDesign
11 9 (0.11%) Simulink
12 8 (0.097%) LaTeX
13 6 (0.073%) Camtasia
14 5 (0.061%) Adobe Premiere
14 5 (0.061%) SPSS
15 4 (0.049%) CapCut
15 4 (0.049%) Microsoft Project
15 4 (0.049%) Sketch
Business Applications
1 47 (0.57%) SAP S/4HANA
2 45 (0.55%) Dynamics CRM
3 24 (0.29%) Cloudability
4 18 (0.22%) NetSuite
5 8 (0.097%) Payment Gateway
5 8 (0.097%) Sage 50
6 7 (0.085%) SAP MDG
7 6 (0.073%) Relativity
8 5 (0.061%) Oracle ERP
8 5 (0.061%) Salesforce CRM
9 4 (0.049%) Dynamics AX
9 4 (0.049%) Dynamics NAV
9 4 (0.049%) Elite 3E
9 4 (0.049%) Sage 200
9 4 (0.049%) Sparx Enterprise Architect
9 4 (0.049%) Workday HCM
10 3 (0.036%) Carpe Diem
10 3 (0.036%) Oracle EBS
10 3 (0.036%) Q-Pulse
10 3 (0.036%) Shopify
Cloud Services
1 2,891 (35.17%) Azure
2 1,549 (18.84%) Azure AI
3 1,456 (17.71%) Power Platform
4 1,361 (16.56%) AWS
5 585 (7.12%) SaaS
6 499 (6.07%) GCP
7 359 (4.37%) Microsoft 365
8 327 (3.98%) GitHub
9 280 (3.41%) Azure DevOps
10 262 (3.19%) Microsoft Copilot
11 249 (3.03%) Serverless
12 240 (2.92%) Snowflake
13 205 (2.49%) Cloud Computing
14 191 (2.32%) Adobe Analytics
15 185 (2.25%) Anthropic Claude
16 176 (2.14%) Entra ID
17 157 (1.91%) GitHub Copilot
18 144 (1.75%) Power Automate
19 139 (1.69%) Azure Synapse Analytics
20 127 (1.54%) Figma
Communications & Networking
1 351 (4.27%) Broadband
2 103 (1.25%) Internet
3 86 (1.05%) Firewall
4 77 (0.94%) Network Security
5 76 (0.92%) VPN
6 53 (0.64%) DNS
7 33 (0.40%) WAN
8 27 (0.33%) VLAN
9 26 (0.32%) TCP/IP
10 25 (0.30%) BGP
11 21 (0.26%) VoIP
12 20 (0.24%) DHCP
13 18 (0.22%) HTTP
13 18 (0.22%) MQTT
14 17 (0.21%) OSPF
15 16 (0.19%) Unified Communications
16 15 (0.18%) CTI
17 13 (0.16%) VXLAN
17 13 (0.16%) Wireless
18 10 (0.12%) 5G
Database & Business Intelligence
1 1,243 (15.12%) Power BI
2 1,036 (12.60%) Tableau
3 268 (3.26%) MongoDB
4 226 (2.75%) Data Warehouse
5 212 (2.58%) SQL Server
6 194 (2.36%) Azure SQL Database
7 176 (2.14%) Data Lake
8 173 (2.10%) PostgreSQL
9 136 (1.65%) Metadata
10 116 (1.41%) NoSQL
11 99 (1.20%) Big Data
12 92 (1.12%) MySQL
13 87 (1.06%) Relational Database
14 80 (0.97%) BigQuery
15 72 (0.88%) Elasticsearch
16 54 (0.66%) Looker
17 50 (0.61%) Redis
18 48 (0.58%) Amazon Redshift
19 47 (0.57%) Amazon RDS
20 45 (0.55%) Semantic Layer
Development Applications
1 242 (2.94%) Git
2 125 (1.52%) Claude Code
3 109 (1.33%) JIRA
4 87 (1.06%) Jenkins
5 76 (0.92%) GitLab
6 61 (0.74%) Visual Studio Code
7 58 (0.71%) MLflow
8 36 (0.44%) Selenium
9 27 (0.33%) Postman
10 25 (0.30%) IBM UrbanCode
10 25 (0.30%) Snyk
11 21 (0.26%) JUnit
12 20 (0.24%) Cypress.io
13 18 (0.22%) Maven
14 12 (0.15%) SpecFlow
14 12 (0.15%) Vite
15 11 (0.13%) Cucumber
15 11 (0.13%) Gradle
15 11 (0.13%) JMeter
16 9 (0.11%) Mockito
General
1 2,736 (33.28%) Social Skills
2 1,499 (18.23%) Finance
3 691 (8.41%) Analytical Skills
4 551 (6.70%) Marketing
5 484 (5.89%) Inclusion and Diversity
6 399 (4.85%) Public Sector
7 382 (4.65%) Legal
8 367 (4.46%) Games
9 332 (4.04%) Law
10 300 (3.65%) Retail
11 257 (3.13%) Banking
12 201 (2.44%) Manufacturing
13 161 (1.96%) Influencing Skills
14 157 (1.91%) Organisational Skills
15 109 (1.33%) Advertising
16 97 (1.18%) Presentation Skills
17 85 (1.03%) Financial Institution
18 80 (0.97%) Legal Technology
19 76 (0.92%) Telecoms
20 73 (0.89%) Automotive
Job Titles
1 1,291 (15.70%) Senior
2 1,223 (14.88%) Analyst
3 948 (11.53%) Data Analyst
4 924 (11.24%) Junior
5 887 (10.79%) Junior Analyst
6 882 (10.73%) Junior Data Analyst
7 871 (10.59%) Lead
8 808 (9.83%) Developer
9 782 (9.51%) Architect
10 669 (8.14%) Artificial Intelligence Engineer
11 455 (5.53%) Software Engineer
12 328 (3.99%) Consultant
13 319 (3.88%) Solutions Architect
14 309 (3.76%) Data Engineer
15 212 (2.58%) Python Engineer
16 201 (2.44%) .NET Developer
17 184 (2.24%) Data Scientist
17 184 (2.24%) Senior Manager
18 173 (2.10%) Artificial Intelligence Architect
19 162 (1.97%) Data Architect
Libraries, Frameworks & Software Standards
1 441 (5.36%) React
2 422 (5.13%) .NET
3 231 (2.81%) CSS
4 223 (2.71%) HTML
5 209 (2.54%) RESTful
6 207 (2.52%) Node.js
7 196 (2.38%) ASP.NET
8 195 (2.37%) REST
9 185 (2.25%) LangChain
10 183 (2.23%) ASP.NET Core
11 179 (2.18%) PyTorch
12 170 (2.07%) .NET Core
13 159 (1.93%) Kafka
14 154 (1.87%) ML.NET
15 136 (1.65%) TensorFlow
16 126 (1.53%) scikit-learn
17 121 (1.47%) FastAPI
18 119 (1.45%) Blazor
19 104 (1.27%) PySpark
20 97 (1.18%) Next.js
Miscellaneous
1 553 (6.73%) Cloud Native
2 403 (4.90%) AI Agents
3 315 (3.83%) Onboarding
4 295 (3.59%) Social Media
5 255 (3.10%) Distributed Systems
6 249 (3.03%) Product Ownership
7 184 (2.24%) Algorithms
8 138 (1.68%) Robotics
8 138 (1.68%) Self-Motivation
9 135 (1.64%) Management Information System
10 124 (1.51%) Low-Code
11 121 (1.47%) Data Centre
12 98 (1.19%) Mobile App
13 90 (1.09%) Legacy Systems
14 87 (1.06%) Enterprise Software
15 83 (1.01%) Virtual Team
16 80 (0.97%) Greenfield Project
17 77 (0.94%) Blog
18 72 (0.88%) Data Structures
19 71 (0.86%) Security Posture
Operating Systems
1 179 (2.18%) Windows
2 172 (2.09%) Linux
3 72 (0.88%) Android
4 57 (0.69%) Windows Server
5 52 (0.63%) Apple iOS
6 24 (0.29%) VMS
7 14 (0.17%) Mac OS
8 11 (0.13%) Ubuntu
8 11 (0.13%) Unix
9 5 (0.061%) Debian
10 4 (0.049%) Kali Linux
10 4 (0.049%) Windows Server 2016
11 3 (0.036%) Gentoo
11 3 (0.036%) Robot Operating System
11 3 (0.036%) Windows Server 2019
12 2 (0.024%) Embedded Linux
13 1 (0.012%) AIX
13 1 (0.012%) FreeRTOS
13 1 (0.012%) Red Hat Enterprise Linux
13 1 (0.012%) Windows 10
Processes & Methodologies
1 1,691 (20.57%) Machine Learning
2 1,640 (19.95%) Analytics
3 1,390 (16.91%) Business Intelligence
4 1,379 (16.77%) Agile
5 1,192 (14.50%) Roadmaps
6 1,097 (13.34%) CI/CD
7 1,076 (13.09%) Software Engineering
8 916 (11.14%) Problem-Solving
9 864 (10.51%) Decision-Making
10 862 (10.49%) LLM
11 858 (10.44%) Continuous Improvement
12 847 (10.30%) Mentoring
13 810 (9.85%) DevOps
14 698 (8.49%) Generative AI
15 664 (8.08%) Full-Stack Development
16 619 (7.53%) Data Science
17 536 (6.52%) Data Engineering
18 532 (6.47%) Stakeholder Management
19 520 (6.33%) Artificial Intelligence Engineering
20 496 (6.03%) Data Modelling
Programming Languages
1 3,011 (36.63%) Python
2 1,884 (22.92%) SQL
3 480 (5.84%) C#
4 470 (5.72%) JavaScript
5 358 (4.35%) TypeScript
6 337 (4.10%) Java
7 161 (1.96%) C++
8 123 (1.50%) PowerShell
9 103 (1.25%) Bash
10 91 (1.11%) Go
11 69 (0.84%) Bicep
12 64 (0.78%) PHP
13 61 (0.74%) C
14 48 (0.58%) Rust
15 41 (0.50%) R
15 41 (0.50%) Ruby
15 41 (0.50%) Scala
16 33 (0.40%) Kotlin
17 30 (0.36%) Data Analysis Expressions
18 27 (0.33%) Kusto Query Language
Qualifications
1 1,296 (15.76%) Azure Certification
2 811 (9.86%) Degree
3 473 (5.75%) Security Cleared
4 266 (3.24%) SC Cleared
5 203 (2.47%) Computer Science Degree
6 180 (2.19%) AWS Certification
7 142 (1.73%) Master's Degree
8 134 (1.63%) DV Cleared
9 103 (1.25%) CISSP
10 97 (1.18%) PhD
11 87 (1.06%) ACCA
12 75 (0.91%) DBS Check
13 66 (0.80%) CIMA
13 66 (0.80%) CISM
14 64 (0.78%) AWS Certified Solutions Architect
15 62 (0.75%) AWS Certified Cloud Practitioner
15 62 (0.75%) Microsoft Certification
16 49 (0.60%) Network+ Certification
17 47 (0.57%) A+ Certification
18 41 (0.50%) Cisco Certification
Quality Assurance & Compliance
1 415 (5.05%) Accessibility
2 382 (4.65%) Data Quality
3 244 (2.97%) QA
4 241 (2.93%) GDPR
5 114 (1.39%) ISO/IEC 27001
6 94 (1.14%) GRC
7 83 (1.01%) NIST
8 80 (0.97%) WCAG
9 60 (0.73%) SLA
10 52 (0.63%) California Consumer Privacy Act
11 39 (0.47%) PMO
12 37 (0.45%) Cyber Essentials
13 33 (0.40%) IFRS
14 31 (0.38%) PCI DSS
15 23 (0.28%) HIPAA
16 20 (0.24%) EU AI Act
16 20 (0.24%) SOC 2
17 17 (0.21%) Cyber Essentials PLUS
18 16 (0.19%) NCSC
18 16 (0.19%) Sarbanes-Oxley
System Software
1 424 (5.16%) Docker
2 149 (1.81%) Active Directory
3 98 (1.19%) Virtual Machines
4 31 (0.38%) VMware Infrastructure
5 22 (0.27%) Firmware
6 20 (0.24%) Virtual Desktop
7 18 (0.22%) vSphere
8 11 (0.13%) Embedded Firmware
9 10 (0.12%) Hyper-V
10 6 (0.073%) IAG
11 3 (0.036%) Kamailio
12 1 (0.012%) Apache Flume
12 1 (0.012%) VMware NSX
Systems Management
1 443 (5.39%) Kubernetes
2 355 (4.32%) Terraform
3 108 (1.31%) Microsoft Intune
4 60 (0.73%) Ansible
5 59 (0.72%) Grafana
6 47 (0.57%) Prometheus
7 21 (0.26%) Single Sign-On
8 17 (0.21%) Puppet
9 16 (0.19%) Argo
10 14 (0.17%) Kubeflow
11 10 (0.12%) Podman
12 8 (0.097%) Proxmox
13 7 (0.085%) Nagios
13 7 (0.085%) Progress Chef
14 6 (0.073%) Hadoop YARN
15 5 (0.061%) Autotask
15 5 (0.061%) Control-M
15 5 (0.061%) Functional Safety
15 5 (0.061%) SolarWinds Orion
16 4 (0.049%) Istio
Vendors
1 2,208 (26.86%) Microsoft
2 354 (4.31%) Databricks
3 279 (3.39%) Google
4 263 (3.20%) Adobe
5 208 (2.53%) OpenAI
6 133 (1.62%) Dell
7 128 (1.56%) Salesforce
8 110 (1.34%) Cisco
9 109 (1.33%) SAP
10 106 (1.29%) Oracle
11 99 (1.20%) ServiceNow
12 85 (1.03%) Foundry
13 57 (0.69%) HubSpot
14 53 (0.64%) Apple
15 49 (0.60%) CyberArk
16 44 (0.54%) Informatica
17 41 (0.50%) VMware
18 40 (0.49%) CrowdStrike
18 40 (0.49%) Palantir
18 40 (0.49%) Sage