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

6 months to
16 Jul 2026
Same period 2025 Same period 2024
Rank 8 13 49
Rank change year-on-year +5 +36 +61
Permanent jobs citing AI 8,245 4,909 4,447
As % of all permanent jobs in the UK 8.35% 9.99% 4.41%
As % of the Processes & Methodologies category 11.32% 11.08% 5.37%
Number of salaries quoted 4,522 1,556 2,057
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 £63,876 £62,500
% change year-on-year -2.15% +2.20% -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 72,823 44,302 82,887
As % of all permanent jobs advertised in the UK 73.72% 90.16% 82.12%
Number of salaries quoted 50,276 24,855 57,929
10th Percentile £30,250 £28,750 £30,000
25th Percentile £41,250 £38,000 £40,000
Median annual salary (50th Percentile) £60,000 £57,201 £55,000
Median % change year-on-year +4.89% +4.00% -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 16 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 16 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 7,377 £70,000 +5.52% 3,645
UK excluding London -4 4,905 £62,500 -2.15% 1,862
London +16 2,820 £85,000 -5.56% 2,276
Work from Home -1 2,580 £70,000 +5.90% 1,517
North of England +14 1,513 £67,500 +24.34% 431
South East -2 1,096 £60,000 +33.33% 662
Midlands -8 770 £55,000 -8.33% 228
North West +27 748 £70,000 +21.74% 267
Yorkshire -1 549 £65,000 +153.66% 121
South West +1 546 £62,500 +4.17% 185
East of England +17 510 £60,000 -9.38% 169
West Midlands -6 486 £58,514 -2.48% 146
East Midlands -17 283 £52,500 -16.00% 82
Scotland -4 233 £70,000 +7.69% 103
North East -2 216 £65,000 +106.35% 47
Wales +16 159 £60,000 +9.09% 51
Northern Ireland +5 108 £74,830 -14.48% 61

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
1 165 (2.00%) SharePoint
2 116 (1.41%) Apache Airflow
3 111 (1.35%) Apache Spark
4 75 (0.91%) CMS
5 73 (0.89%) Confluence
6 67 (0.81%) Jupyter
7 61 (0.74%) Apache
8 48 (0.58%) Microsoft Exchange
9 38 (0.46%) 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
1 992 (12.03%) Microsoft Excel
2 131 (1.59%) Chatbot
3 71 (0.86%) Microsoft Office
4 49 (0.59%) Microsoft PowerPoint
5 45 (0.55%) UserZoom
6 24 (0.29%) MS Visio
7 22 (0.27%) 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 55 (0.67%) Dynamics CRM
2 47 (0.57%) SAP S/4HANA
3 24 (0.29%) Cloudability
4 18 (0.22%) NetSuite
5 16 (0.19%) Dynamics GP
6 8 (0.097%) Payment Gateway
6 8 (0.097%) Sage 50
7 7 (0.085%) SAP MDG
8 6 (0.073%) Relativity
9 5 (0.061%) Elite 3E
9 5 (0.061%) Oracle ERP
10 4 (0.049%) Carpe Diem
10 4 (0.049%) Dynamics AX
10 4 (0.049%) Dynamics NAV
10 4 (0.049%) Sage 200
10 4 (0.049%) Salesforce CRM
10 4 (0.049%) Sparx Enterprise Architect
10 4 (0.049%) Workday HCM
11 3 (0.036%) Q-Pulse
11 3 (0.036%) Shopify
Cloud Services
1 2,901 (35.18%) Azure
2 1,549 (18.79%) Azure AI
3 1,455 (17.65%) Power Platform
4 1,366 (16.57%) AWS
5 585 (7.10%) SaaS
6 497 (6.03%) GCP
7 360 (4.37%) Microsoft 365
8 330 (4.00%) GitHub
9 285 (3.46%) Azure DevOps
10 262 (3.18%) Microsoft Copilot
11 248 (3.01%) Serverless
12 239 (2.90%) Snowflake
13 208 (2.52%) Cloud Computing
14 191 (2.32%) Adobe Analytics
15 183 (2.22%) Anthropic Claude
16 176 (2.13%) Entra ID
17 157 (1.90%) GitHub Copilot
18 146 (1.77%) Power Automate
19 139 (1.69%) Azure Synapse Analytics
20 127 (1.54%) Figma
Communications & Networking
1 351 (4.26%) Broadband
2 104 (1.26%) Internet
3 87 (1.06%) Firewall
4 76 (0.92%) Network Security
5 75 (0.91%) VPN
6 54 (0.65%) DNS
7 33 (0.40%) WAN
8 27 (0.33%) VLAN
9 26 (0.32%) TCP/IP
10 25 (0.30%) BGP
11 21 (0.25%) VoIP
12 20 (0.24%) DHCP
13 18 (0.22%) HTTP
13 18 (0.22%) MQTT
14 17 (0.21%) OSPF
15 15 (0.18%) CTI
16 14 (0.17%) Unified Communications
16 14 (0.17%) Wireless
17 13 (0.16%) VXLAN
18 10 (0.12%) 5G
Database & Business Intelligence
1 1,242 (15.06%) Power BI
2 1,035 (12.55%) Tableau
3 271 (3.29%) MongoDB
4 229 (2.78%) Data Warehouse
5 214 (2.60%) SQL Server
6 194 (2.35%) Azure SQL Database
7 177 (2.15%) Data Lake
8 175 (2.12%) PostgreSQL
9 136 (1.65%) Metadata
10 117 (1.42%) NoSQL
11 100 (1.21%) Big Data
12 92 (1.12%) MySQL
13 87 (1.06%) Relational Database
14 78 (0.95%) BigQuery
15 71 (0.86%) Elasticsearch
16 53 (0.64%) 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
1 248 (3.01%) Git
2 126 (1.53%) Claude Code
3 110 (1.33%) JIRA
4 89 (1.08%) Jenkins
5 79 (0.96%) GitLab
6 61 (0.74%) Visual Studio Code
7 57 (0.69%) MLflow
8 37 (0.45%) Selenium
9 28 (0.34%) Postman
10 25 (0.30%) IBM UrbanCode
10 25 (0.30%) Snyk
11 21 (0.25%) JUnit
12 20 (0.24%) Cypress.io
13 16 (0.19%) Maven
14 13 (0.16%) Vite
15 12 (0.15%) SpecFlow
16 11 (0.13%) Cucumber
16 11 (0.13%) JMeter
17 9 (0.11%) Mockito
17 9 (0.11%) Spock
General
1 2,754 (33.40%) Social Skills
2 1,502 (18.22%) Finance
3 703 (8.53%) Analytical Skills
4 558 (6.77%) Marketing
5 486 (5.89%) Inclusion and Diversity
6 403 (4.89%) Public Sector
7 395 (4.79%) Legal
8 366 (4.44%) Games
9 333 (4.04%) Law
10 301 (3.65%) Retail
11 261 (3.17%) Banking
12 200 (2.43%) Manufacturing
13 162 (1.96%) Influencing Skills
14 159 (1.93%) Organisational Skills
15 108 (1.31%) Advertising
16 98 (1.19%) Presentation Skills
17 84 (1.02%) Financial Institution
18 78 (0.95%) Legal Technology
19 76 (0.92%) Telecoms
20 73 (0.89%) Automotive
Job Titles
1 1,297 (15.73%) Senior
2 1,227 (14.88%) Analyst
3 950 (11.52%) Data Analyst
4 925 (11.22%) Junior
5 887 (10.76%) Junior Analyst
6 882 (10.70%) Junior Data Analyst
7 871 (10.56%) Lead
8 810 (9.82%) Developer
9 785 (9.52%) Architect
10 668 (8.10%) Artificial Intelligence Engineer
11 455 (5.52%) Software Engineer
12 328 (3.98%) Consultant
13 320 (3.88%) Solutions Architect
14 312 (3.78%) Data Engineer
15 213 (2.58%) Python Engineer
16 203 (2.46%) .NET Developer
17 186 (2.26%) Data Scientist
18 185 (2.24%) Senior Manager
19 173 (2.10%) Artificial Intelligence Architect
20 163 (1.98%) Data Architect
Libraries, Frameworks & Software Standards
1 446 (5.41%) React
2 424 (5.14%) .NET
3 231 (2.80%) CSS
4 223 (2.70%) HTML
5 211 (2.56%) Node.js
6 210 (2.55%) RESTful
7 199 (2.41%) REST
8 196 (2.38%) ASP.NET
9 189 (2.29%) LangChain
10 183 (2.22%) ASP.NET Core
11 180 (2.18%) PyTorch
12 171 (2.07%) .NET Core
13 158 (1.92%) Kafka
14 154 (1.87%) ML.NET
15 137 (1.66%) TensorFlow
16 128 (1.55%) scikit-learn
17 122 (1.48%) FastAPI
18 119 (1.44%) Blazor
19 107 (1.30%) PySpark
20 100 (1.21%) Next.js
Miscellaneous
1 558 (6.77%) Cloud Native
2 402 (4.88%) AI Agents
3 316 (3.83%) Onboarding
4 295 (3.58%) Social Media
5 258 (3.13%) Distributed Systems
6 251 (3.04%) Product Ownership
7 184 (2.23%) Algorithms
8 140 (1.70%) Self-Motivation
9 137 (1.66%) Robotics
10 134 (1.63%) Management Information System
11 123 (1.49%) Low-Code
12 122 (1.48%) Data Centre
13 97 (1.18%) Mobile App
14 92 (1.12%) Legacy Systems
15 90 (1.09%) Blog
15 90 (1.09%) Enterprise Software
16 83 (1.01%) Virtual Team
17 81 (0.98%) Greenfield Project
18 73 (0.89%) Security Posture
19 72 (0.87%) Data Structures
Operating Systems
1 179 (2.17%) Windows
2 172 (2.09%) Linux
3 73 (0.89%) 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 12 (0.15%) Ubuntu
9 10 (0.12%) Unix
10 5 (0.061%) Debian
10 5 (0.061%) Kali Linux
11 4 (0.049%) Windows Server 2016
12 3 (0.036%) Gentoo
12 3 (0.036%) Robot Operating System
12 3 (0.036%) Windows Server 2019
13 2 (0.024%) Embedded Linux
14 1 (0.012%) AIX
14 1 (0.012%) FreeRTOS
14 1 (0.012%) Red Hat Enterprise Linux
14 1 (0.012%) Windows 10
Processes & Methodologies
1 1,690 (20.50%) Machine Learning
2 1,653 (20.05%) Analytics
3 1,390 (16.86%) Business Intelligence
4 1,385 (16.80%) Agile
5 1,199 (14.54%) Roadmaps
6 1,106 (13.41%) CI/CD
7 1,080 (13.10%) Software Engineering
8 918 (11.13%) Problem-Solving
9 881 (10.69%) Decision-Making
10 872 (10.58%) Continuous Improvement
11 864 (10.48%) LLM
12 850 (10.31%) Mentoring
13 814 (9.87%) DevOps
14 704 (8.54%) Generative AI
15 668 (8.10%) Full-Stack Development
16 623 (7.56%) Data Science
17 536 (6.50%) Data Engineering
18 534 (6.48%) Stakeholder Management
19 519 (6.29%) Artificial Intelligence Engineering
20 498 (6.04%) Data Modelling
Programming Languages
1 3,013 (36.54%) Python
2 1,893 (22.96%) SQL
3 483 (5.86%) C#
4 473 (5.74%) JavaScript
5 363 (4.40%) TypeScript
6 335 (4.06%) Java
7 160 (1.94%) C++
8 125 (1.52%) PowerShell
9 101 (1.22%) Bash
10 90 (1.09%) Go
11 69 (0.84%) Bicep
12 63 (0.76%) PHP
13 61 (0.74%) C
14 47 (0.57%) Rust
15 41 (0.50%) Ruby
16 40 (0.49%) R
16 40 (0.49%) Scala
17 35 (0.42%) Kotlin
18 30 (0.36%) Data Analysis Expressions
19 27 (0.33%) Kusto Query Language
Qualifications
1 1,298 (15.74%) Azure Certification
2 813 (9.86%) Degree
3 475 (5.76%) Security Cleared
4 268 (3.25%) SC Cleared
5 202 (2.45%) Computer Science Degree
6 183 (2.22%) AWS Certification
7 146 (1.77%) Master's Degree
8 134 (1.63%) DV Cleared
9 104 (1.26%) 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 63 (0.76%) Microsoft Certification
16 62 (0.75%) AWS Certified Cloud Practitioner
17 49 (0.59%) Network+ Certification
18 47 (0.57%) A+ Certification
19 42 (0.51%) Cisco Certification
Quality Assurance & Compliance
1 413 (5.01%) Accessibility
2 381 (4.62%) Data Quality
3 246 (2.98%) QA
4 244 (2.96%) GDPR
5 116 (1.41%) ISO/IEC 27001
6 93 (1.13%) GRC
7 84 (1.02%) NIST
8 79 (0.96%) WCAG
9 61 (0.74%) 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
13 33 (0.40%) PCI DSS
14 23 (0.28%) HIPAA
15 21 (0.25%) EU AI Act
15 21 (0.25%) SOC 2
16 17 (0.21%) Cyber Essentials PLUS
17 16 (0.19%) NCSC
17 16 (0.19%) Sarbanes-Oxley
System Software
1 423 (5.13%) Docker
2 148 (1.80%) Active Directory
3 98 (1.19%) Virtual Machines
4 32 (0.39%) 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
1 442 (5.36%) Kubernetes
2 358 (4.34%) Terraform
3 108 (1.31%) Microsoft Intune
4 59 (0.72%) Ansible
5 58 (0.70%) Grafana
6 47 (0.57%) Prometheus
7 22 (0.27%) Single Sign-On
8 18 (0.22%) Puppet
9 16 (0.19%) Argo
10 14 (0.17%) Kubeflow
11 10 (0.12%) Podman
12 8 (0.097%) Progress Chef
12 8 (0.097%) Proxmox
13 7 (0.085%) Nagios
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%) Nmap
Vendors
1 2,214 (26.85%) Microsoft
2 358 (4.34%) Databricks
3 276 (3.35%) Google
4 263 (3.19%) Adobe
5 207 (2.51%) OpenAI
6 133 (1.61%) Dell
7 126 (1.53%) Salesforce
8 110 (1.33%) Cisco
9 109 (1.32%) SAP
10 106 (1.29%) Oracle
11 98 (1.19%) ServiceNow
12 86 (1.04%) Foundry
13 58 (0.70%) HubSpot
14 53 (0.64%) Apple
15 49 (0.59%) CyberArk
16 44 (0.53%) Informatica
17 42 (0.51%) VMware
18 41 (0.50%) CrowdStrike
19 40 (0.49%) Palo Alto
19 40 (0.49%) Sage