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

6 months to
13 Jul 2026
Same period 2025 Same period 2024
Rank 8 13 48
Rank change year-on-year +5 +35 +61
Permanent jobs citing AI 8,156 4,879 4,492
As % of all permanent jobs in the UK 8.26% 9.91% 4.44%
As % of the Processes & Methodologies category 11.20% 10.98% 5.41%
Number of salaries quoted 4,490 1,546 2,072
10th Percentile £39,978 £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 £63,876 £62,500
% change year-on-year -2.15% +2.20% -4.36%

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 72,820 44,444 83,107
As % of all permanent jobs advertised in the UK 73.76% 90.26% 82.20%
Number of salaries quoted 50,274 24,878 58,156
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% -8.71%
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 13 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 13 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 7,327 £70,000 +5.52% 4,909
UK excluding London -5 4,832 £62,500 -2.15% 2,524
London +17 2,805 £85,000 -5.56% 3,164
Work from Home -2 2,539 £70,000 +5.90% 2,026
North of England +13 1,494 £67,500 +24.34% 588
South East -2 1,090 £60,000 +33.33% 759
Midlands -8 766 £55,000 -8.33% 280
North West +24 740 £70,000 +20.69% 361
Yorkshire -2 544 £65,000 +85.71% 162
South West +1 540 £62,500 +4.17% 499
East of England +15 510 £60,000 -9.38% 190
West Midlands -5 483 £57,500 -2.95% 180
East Midlands -17 282 £52,500 -16.00% 100
Scotland -4 226 £70,000 +7.69% 128
North East -3 210 £65,000 +106.35% 69
Wales +21 157 £60,000 -10.45% 45
Northern Ireland -1 79 £74,830 -14.48% 79

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
1 161 (1.97%) SharePoint
2 117 (1.43%) Apache Airflow
3 109 (1.34%) Apache Spark
4 75 (0.92%) CMS
5 71 (0.87%) Confluence
6 61 (0.75%) Jupyter
7 58 (0.71%) Apache
8 48 (0.59%) Microsoft Exchange
9 38 (0.47%) WordPress
10 33 (0.40%) SAS
11 27 (0.33%) ArcGIS
12 26 (0.32%) Palantir Foundry
13 8 (0.098%) Camunda
13 8 (0.098%) Sitecore CMS
14 7 (0.086%) Headless CMS
15 5 (0.061%) Apache Pig
15 5 (0.061%) ColdFusion
15 5 (0.061%) Oracle Workflow
16 3 (0.037%) Appian
17 2 (0.025%) Umbraco
Applications
1 991 (12.15%) Microsoft Excel
2 130 (1.59%) Chatbot
3 75 (0.92%) Microsoft Office
4 50 (0.61%) Microsoft PowerPoint
5 46 (0.56%) 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 6 (0.074%) Camtasia
13 5 (0.061%) Adobe Premiere
13 5 (0.061%) Microsoft Project
13 5 (0.061%) SPSS
14 4 (0.049%) CapCut
14 4 (0.049%) Sketch
15 3 (0.037%) Productboard
Business Applications
1 47 (0.58%) SAP S/4HANA
2 45 (0.55%) Dynamics CRM
3 24 (0.29%) Cloudability
4 18 (0.22%) NetSuite
5 8 (0.098%) Payment Gateway
5 8 (0.098%) Sage 50
6 7 (0.086%) SAP MDG
7 6 (0.074%) 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 (0.037%) Carpe Diem
10 3 (0.037%) Dynamics GP
10 3 (0.037%) Oracle EBS
10 3 (0.037%) Q-Pulse
Cloud Services
1 2,870 (35.19%) Azure
2 1,542 (18.91%) Azure AI
3 1,447 (17.74%) Power Platform
4 1,355 (16.61%) AWS
5 588 (7.21%) SaaS
6 500 (6.13%) GCP
7 356 (4.36%) Microsoft 365
8 327 (4.01%) GitHub
9 276 (3.38%) Azure DevOps
10 257 (3.15%) Microsoft Copilot
11 243 (2.98%) Serverless
12 236 (2.89%) Snowflake
13 206 (2.53%) Cloud Computing
14 193 (2.37%) Adobe Analytics
15 182 (2.23%) Anthropic Claude
16 160 (1.96%) Entra ID
17 158 (1.94%) GitHub Copilot
18 142 (1.74%) Power Automate
19 138 (1.69%) Azure Synapse Analytics
20 126 (1.54%) Figma
Communications & Networking
1 353 (4.33%) Broadband
2 97 (1.19%) Internet
3 86 (1.05%) Firewall
4 75 (0.92%) Network Security
4 75 (0.92%) VPN
5 54 (0.66%) DNS
6 34 (0.42%) WAN
7 28 (0.34%) VLAN
8 27 (0.33%) TCP/IP
9 25 (0.31%) BGP
10 21 (0.26%) DHCP
10 21 (0.26%) VoIP
11 18 (0.22%) HTTP
11 18 (0.22%) MQTT
12 17 (0.21%) OSPF
13 16 (0.20%) Unified Communications
14 15 (0.18%) CTI
15 13 (0.16%) VXLAN
15 13 (0.16%) Wireless
16 10 (0.12%) 5G
Database & Business Intelligence
1 1,239 (15.19%) Power BI
2 1,033 (12.67%) Tableau
3 273 (3.35%) MongoDB
4 224 (2.75%) Data Warehouse
5 210 (2.57%) SQL Server
6 193 (2.37%) Azure SQL Database
7 174 (2.13%) PostgreSQL
8 173 (2.12%) Data Lake
9 136 (1.67%) Metadata
10 119 (1.46%) NoSQL
11 99 (1.21%) Big Data
12 92 (1.13%) MySQL
13 87 (1.07%) Relational Database
14 80 (0.98%) BigQuery
15 73 (0.90%) Elasticsearch
16 54 (0.66%) Looker
17 51 (0.63%) Redis
18 48 (0.59%) Amazon Redshift
19 46 (0.56%) Amazon RDS
19 46 (0.56%) Semantic Layer
Development Applications
1 241 (2.95%) Git
2 122 (1.50%) Claude Code
3 106 (1.30%) JIRA
4 87 (1.07%) Jenkins
5 76 (0.93%) GitLab
6 61 (0.75%) Visual Studio Code
7 58 (0.71%) MLflow
8 33 (0.40%) Selenium
9 26 (0.32%) Postman
10 25 (0.31%) IBM UrbanCode
10 25 (0.31%) Snyk
11 20 (0.25%) Cypress.io
11 20 (0.25%) JUnit
12 17 (0.21%) Maven
13 14 (0.17%) Vite
14 12 (0.15%) SpecFlow
15 11 (0.13%) Gradle
16 10 (0.12%) Cucumber
16 10 (0.12%) JMeter
17 9 (0.11%) Mockito
General
1 2,697 (33.07%) Social Skills
2 1,472 (18.05%) Finance
3 681 (8.35%) Analytical Skills
4 549 (6.73%) Marketing
5 490 (6.01%) Inclusion and Diversity
6 401 (4.92%) Public Sector
7 368 (4.51%) Games
8 363 (4.45%) Legal
9 330 (4.05%) Law
10 295 (3.62%) Retail
11 252 (3.09%) Banking
12 197 (2.42%) Manufacturing
13 159 (1.95%) Influencing Skills
14 157 (1.92%) Organisational Skills
15 109 (1.34%) Advertising
16 94 (1.15%) Presentation Skills
17 84 (1.03%) Financial Institution
18 78 (0.96%) Legal Technology
19 75 (0.92%) Telecoms
20 74 (0.91%) Automotive
Job Titles
1 1,261 (15.46%) Senior
2 1,223 (15.00%) Analyst
3 948 (11.62%) Data Analyst
4 918 (11.26%) Junior
5 887 (10.88%) Junior Analyst
6 882 (10.81%) Junior Data Analyst
7 874 (10.72%) Lead
8 802 (9.83%) Developer
9 770 (9.44%) Architect
10 666 (8.17%) Artificial Intelligence Engineer
11 448 (5.49%) Software Engineer
12 322 (3.95%) Consultant
13 311 (3.81%) Solutions Architect
14 306 (3.75%) Data Engineer
15 207 (2.54%) Python Engineer
16 201 (2.46%) .NET Developer
17 187 (2.29%) Data Scientist
18 169 (2.07%) Artificial Intelligence Architect
19 163 (2.00%) Senior Manager
20 161 (1.97%) Data Architect
Libraries, Frameworks & Software Standards
1 442 (5.42%) React
2 420 (5.15%) .NET
3 229 (2.81%) CSS
4 220 (2.70%) HTML
5 208 (2.55%) RESTful
6 204 (2.50%) Node.js
7 196 (2.40%) ASP.NET
8 195 (2.39%) REST
9 183 (2.24%) ASP.NET Core
9 183 (2.24%) PyTorch
10 182 (2.23%) LangChain
11 170 (2.08%) .NET Core
12 159 (1.95%) Kafka
13 154 (1.89%) ML.NET
14 136 (1.67%) TensorFlow
15 127 (1.56%) scikit-learn
16 123 (1.51%) FastAPI
17 119 (1.46%) Blazor
18 104 (1.28%) PySpark
19 97 (1.19%) AngularJS
Miscellaneous
1 549 (6.73%) Cloud Native
2 390 (4.78%) AI Agents
3 317 (3.89%) Onboarding
4 296 (3.63%) Social Media
5 253 (3.10%) Distributed Systems
6 244 (2.99%) Product Ownership
7 184 (2.26%) Algorithms
8 138 (1.69%) Robotics
9 136 (1.67%) Self-Motivation
10 133 (1.63%) Management Information System
11 124 (1.52%) Low-Code
12 120 (1.47%) Data Centre
13 99 (1.21%) Mobile App
14 89 (1.09%) Legacy Systems
15 84 (1.03%) Enterprise Software
16 82 (1.01%) Virtual Team
17 79 (0.97%) Greenfield Project
18 75 (0.92%) Blog
19 72 (0.88%) Data Structures
20 71 (0.87%) Security Posture
Operating Systems
1 179 (2.19%) Windows
2 170 (2.08%) Linux
3 73 (0.90%) Android
4 58 (0.71%) Windows Server
5 53 (0.65%) Apple iOS
6 25 (0.31%) VMS
7 15 (0.18%) Mac OS
8 12 (0.15%) Unix
9 11 (0.13%) Ubuntu
10 5 (0.061%) Debian
10 5 (0.061%) Windows Server 2016
11 4 (0.049%) Kali Linux
12 3 (0.037%) Gentoo
12 3 (0.037%) Robot Operating System
12 3 (0.037%) Windows Server 2019
13 2 (0.025%) Embedded Linux
14 1 (0.012%) AIX
14 1 (0.012%) Alpine Linux
14 1 (0.012%) Red Hat Enterprise Linux
14 1 (0.012%) Windows 10
Processes & Methodologies
1 1,686 (20.67%) Machine Learning
2 1,641 (20.12%) Analytics
3 1,386 (16.99%) Business Intelligence
4 1,378 (16.90%) Agile
5 1,186 (14.54%) Roadmaps
6 1,087 (13.33%) CI/CD
7 1,063 (13.03%) Software Engineering
8 906 (11.11%) Problem-Solving
9 861 (10.56%) Decision-Making
10 857 (10.51%) LLM
11 833 (10.21%) Continuous Improvement
12 829 (10.16%) Mentoring
13 807 (9.89%) DevOps
14 703 (8.62%) Generative AI
15 662 (8.12%) Full-Stack Development
16 615 (7.54%) Data Science
17 533 (6.54%) Data Engineering
18 522 (6.40%) Stakeholder Management
19 520 (6.38%) Artificial Intelligence Engineering
20 491 (6.02%) Data Modelling
Programming Languages
1 2,995 (36.72%) Python
2 1,875 (22.99%) SQL
3 479 (5.87%) C#
4 468 (5.74%) JavaScript
5 356 (4.36%) TypeScript
6 336 (4.12%) Java
7 156 (1.91%) C++
8 123 (1.51%) PowerShell
9 104 (1.28%) Bash
10 92 (1.13%) Go
11 68 (0.83%) Bicep
12 64 (0.78%) PHP
13 60 (0.74%) C
14 48 (0.59%) Rust
15 44 (0.54%) R
16 41 (0.50%) Ruby
16 41 (0.50%) Scala
17 33 (0.40%) Kotlin
18 29 (0.36%) Data Analysis Expressions
19 27 (0.33%) Kusto Query Language
Qualifications
1 1,294 (15.87%) Azure Certification
2 802 (9.83%) Degree
3 476 (5.84%) Security Cleared
4 269 (3.30%) SC Cleared
5 201 (2.46%) Computer Science Degree
6 181 (2.22%) AWS Certification
7 141 (1.73%) Master's Degree
8 133 (1.63%) DV Cleared
9 93 (1.14%) PhD
10 89 (1.09%) ACCA
11 87 (1.07%) CISSP
12 76 (0.93%) DBS Check
13 67 (0.82%) CIMA
14 64 (0.78%) AWS Certified Solutions Architect
15 62 (0.76%) AWS Certified Cloud Practitioner
15 62 (0.76%) Microsoft Certification
16 48 (0.59%) CISM
17 41 (0.50%) Cisco Certification
18 32 (0.39%) Network+ Certification
19 29 (0.36%) A+ Certification
Quality Assurance & Compliance
1 415 (5.09%) Accessibility
2 382 (4.68%) Data Quality
3 240 (2.94%) QA
4 239 (2.93%) GDPR
5 113 (1.39%) ISO/IEC 27001
6 94 (1.15%) GRC
7 82 (1.01%) NIST
8 79 (0.97%) WCAG
9 60 (0.74%) SLA
10 52 (0.64%) California Consumer Privacy Act
11 38 (0.47%) PMO
12 37 (0.45%) Cyber Essentials
13 35 (0.43%) IFRS
14 30 (0.37%) PCI DSS
15 23 (0.28%) HIPAA
16 20 (0.25%) EU AI Act
16 20 (0.25%) SOC 2
17 17 (0.21%) Cyber Essentials PLUS
18 16 (0.20%) Sarbanes-Oxley
19 15 (0.18%) NCSC
System Software
1 424 (5.20%) Docker
2 134 (1.64%) Active Directory
3 99 (1.21%) Virtual Machines
4 31 (0.38%) VMware Infrastructure
5 22 (0.27%) Firmware
6 20 (0.25%) Virtual Desktop
7 19 (0.23%) vSphere
8 11 (0.13%) Embedded Firmware
9 10 (0.12%) Hyper-V
10 6 (0.074%) IAG
11 3 (0.037%) Kamailio
12 1 (0.012%) Apache Flume
12 1 (0.012%) VMware NSX
Systems Management
1 445 (5.46%) Kubernetes
2 358 (4.39%) Terraform
3 91 (1.12%) Microsoft Intune
4 60 (0.74%) Ansible
5 57 (0.70%) Grafana
6 47 (0.58%) Prometheus
7 21 (0.26%) Single Sign-On
8 17 (0.21%) Puppet
9 16 (0.20%) Argo
10 14 (0.17%) Kubeflow
11 10 (0.12%) Podman
12 8 (0.098%) Proxmox
13 7 (0.086%) Nagios
13 7 (0.086%) Progress Chef
14 6 (0.074%) Hadoop YARN
14 6 (0.074%) SolarWinds Orion
15 5 (0.061%) Autotask
15 5 (0.061%) Control-M
15 5 (0.061%) Functional Safety
16 4 (0.049%) Istio
Vendors
1 2,182 (26.75%) Microsoft
2 345 (4.23%) Databricks
3 279 (3.42%) Google
4 263 (3.22%) Adobe
5 210 (2.57%) OpenAI
6 135 (1.66%) Dell
7 129 (1.58%) Salesforce
8 111 (1.36%) Cisco
9 108 (1.32%) SAP
10 106 (1.30%) Oracle
11 95 (1.16%) ServiceNow
12 84 (1.03%) Foundry
13 58 (0.71%) HubSpot
14 52 (0.64%) Apple
15 45 (0.55%) Informatica
16 41 (0.50%) VMware
17 40 (0.49%) Palantir
17 40 (0.49%) Sage
18 39 (0.48%) CrowdStrike
18 39 (0.48%) Palo Alto