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

6 months to
12 Jul 2026
Same period 2025 Same period 2024
Rank 8 13 49
Rank change year-on-year +5 +36 +62
Permanent jobs citing AI 8,137 4,872 4,493
As % of all permanent jobs in the UK 8.25% 9.90% 4.44%
As % of the Processes & Methodologies category 11.17% 10.96% 5.40%
Number of salaries quoted 4,495 1,546 2,072
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 £63,892 £62,500
% change year-on-year -2.18% +2.23% -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 72,826 44,439 83,222
As % of all permanent jobs advertised in the UK 73.81% 90.30% 82.24%
Number of salaries quoted 50,337 24,847 58,274
10th Percentile £30,250 £28,750 £29,750
25th Percentile £41,250 £38,250 £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 12 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 12 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 7,310 £70,000 +5.52% 4,618
UK excluding London -4 4,836 £62,500 -2.18% 2,507
London +17 2,782 £85,000 -5.56% 2,903
Work from Home -2 2,544 £70,000 +5.82% 1,880
North of England +13 1,496 £67,500 +24.34% 584
South East -2 1,093 £60,000 +33.33% 753
Midlands -8 766 £55,000 -8.33% 274
North West +25 742 £70,000 +20.69% 359
Yorkshire -2 544 £65,000 +85.71% 152
South West +5 543 £62,500 +4.17% 497
East of England +17 506 £60,000 -9.38% 174
West Midlands -5 483 £57,500 -2.95% 181
East Midlands -17 282 £52,500 -16.00% 93
Scotland -4 226 £70,000 +7.69% 137
North East -4 210 £65,000 +106.35% 76
Wales +23 157 £60,000 -10.45% 45
Northern Ireland -2 79 £74,830 -14.48% 73

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 (1.98%) SharePoint
2 117 (1.44%) Apache Airflow
3 107 (1.31%) 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 30 (0.37%) 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%) ColdFusion
15 5 (0.061%) Oracle Workflow
16 4 (0.049%) Apache Pig
17 3 (0.037%) Appian
18 2 (0.025%) Apache Pulsar
Applications
1 991 (12.18%) Microsoft Excel
2 131 (1.61%) Chatbot
3 75 (0.92%) Microsoft Office
4 50 (0.61%) Microsoft PowerPoint
5 46 (0.57%) 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%) Adobe XD
Business Applications
1 45 (0.55%) Dynamics CRM
2 43 (0.53%) SAP S/4HANA
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 2,872 (35.30%) Azure
2 1,544 (18.98%) Azure AI
3 1,446 (17.77%) Power Platform
4 1,334 (16.39%) AWS
5 584 (7.18%) SaaS
6 504 (6.19%) GCP
7 355 (4.36%) Microsoft 365
8 326 (4.01%) GitHub
9 277 (3.40%) Azure DevOps
10 257 (3.16%) Microsoft Copilot
11 236 (2.90%) Serverless
11 236 (2.90%) Snowflake
12 193 (2.37%) Adobe Analytics
13 186 (2.29%) Cloud Computing
14 182 (2.24%) Anthropic Claude
15 160 (1.97%) Entra ID
16 156 (1.92%) GitHub Copilot
17 142 (1.75%) Power Automate
18 138 (1.70%) Azure Synapse Analytics
19 126 (1.55%) Figma
Communications & Networking
1 353 (4.34%) Broadband
2 86 (1.06%) Internet
3 84 (1.03%) Firewall
4 74 (0.91%) VPN
5 72 (0.88%) Network Security
6 53 (0.65%) DNS
7 34 (0.42%) WAN
8 28 (0.34%) VLAN
9 27 (0.33%) TCP/IP
10 24 (0.29%) BGP
11 21 (0.26%) DHCP
11 21 (0.26%) VoIP
12 18 (0.22%) HTTP
13 17 (0.21%) MQTT
13 17 (0.21%) OSPF
13 17 (0.21%) Unified Communications
14 15 (0.18%) CTI
15 13 (0.16%) VXLAN
15 13 (0.16%) Wireless
16 10 (0.12%) SD-WAN
Database & Business Intelligence
1 1,239 (15.23%) Power BI
2 1,033 (12.70%) Tableau
3 274 (3.37%) MongoDB
4 224 (2.75%) Data Warehouse
5 211 (2.59%) SQL Server
6 193 (2.37%) Azure SQL Database
7 175 (2.15%) PostgreSQL
8 173 (2.13%) Data Lake
9 136 (1.67%) Metadata
10 116 (1.43%) NoSQL
11 97 (1.19%) Big Data
12 92 (1.13%) MySQL
13 87 (1.07%) Relational Database
14 80 (0.98%) BigQuery
15 72 (0.88%) Elasticsearch
16 54 (0.66%) Looker
17 51 (0.63%) Redis
18 48 (0.59%) Amazon Redshift
19 46 (0.57%) Semantic Layer
20 45 (0.55%) Amazon RDS
Development Applications
1 240 (2.95%) Git
2 121 (1.49%) 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 59 (0.73%) MLflow
8 33 (0.41%) Selenium
9 26 (0.32%) Postman
10 25 (0.31%) IBM UrbanCode
10 25 (0.31%) Snyk
11 21 (0.26%) Cypress.io
12 20 (0.25%) JUnit
13 16 (0.20%) Maven
14 14 (0.17%) Vite
15 12 (0.15%) SpecFlow
16 11 (0.14%) Gradle
17 10 (0.12%) Cucumber
17 10 (0.12%) JMeter
18 9 (0.11%) Mockito
General
1 2,695 (33.12%) Social Skills
2 1,467 (18.03%) Finance
3 683 (8.39%) Analytical Skills
4 544 (6.69%) Marketing
5 489 (6.01%) Inclusion and Diversity
6 394 (4.84%) Public Sector
7 367 (4.51%) Games
8 363 (4.46%) Legal
9 331 (4.07%) Law
10 294 (3.61%) Retail
11 252 (3.10%) Banking
12 195 (2.40%) Manufacturing
13 159 (1.95%) Influencing Skills
14 158 (1.94%) Organisational Skills
15 109 (1.34%) Advertising
16 92 (1.13%) Presentation Skills
17 83 (1.02%) Financial Institution
18 78 (0.96%) Legal Technology
19 73 (0.90%) Automotive
19 73 (0.90%) Telecoms
Job Titles
1 1,247 (15.33%) Senior
2 1,225 (15.05%) Analyst
3 948 (11.65%) Data Analyst
4 918 (11.28%) Junior
5 887 (10.90%) Junior Analyst
6 882 (10.84%) Junior Data Analyst
7 875 (10.75%) Lead
8 800 (9.83%) Developer
9 758 (9.32%) Architect
10 666 (8.18%) Artificial Intelligence Engineer
11 446 (5.48%) Software Engineer
12 316 (3.88%) Consultant
13 307 (3.77%) Data Engineer
14 300 (3.69%) Solutions Architect
15 206 (2.53%) Python Engineer
16 201 (2.47%) .NET Developer
17 186 (2.29%) Data Scientist
18 167 (2.05%) Artificial Intelligence Architect
19 162 (1.99%) Senior Manager
20 160 (1.97%) Data Architect
Libraries, Frameworks & Software Standards
1 444 (5.46%) React
2 421 (5.17%) .NET
3 229 (2.81%) CSS
4 220 (2.70%) HTML
5 208 (2.56%) RESTful
6 202 (2.48%) Node.js
7 196 (2.41%) ASP.NET
8 195 (2.40%) REST
9 184 (2.26%) LangChain
9 184 (2.26%) PyTorch
10 183 (2.25%) ASP.NET Core
11 171 (2.10%) .NET Core
12 156 (1.92%) Kafka
13 154 (1.89%) ML.NET
14 137 (1.68%) TensorFlow
15 127 (1.56%) scikit-learn
16 124 (1.52%) FastAPI
17 119 (1.46%) Blazor
18 104 (1.28%) PySpark
19 98 (1.20%) AngularJS
Miscellaneous
1 548 (6.73%) Cloud Native
2 386 (4.74%) AI Agents
3 296 (3.64%) Social Media
4 291 (3.58%) Onboarding
5 251 (3.08%) Distributed Systems
6 244 (3.00%) Product Ownership
7 184 (2.26%) Algorithms
8 137 (1.68%) Robotics
9 136 (1.67%) Self-Motivation
10 134 (1.65%) Management Information System
11 124 (1.52%) Low-Code
12 121 (1.49%) Data Centre
13 98 (1.20%) Mobile App
14 89 (1.09%) Legacy Systems
15 83 (1.02%) Enterprise Software
16 82 (1.01%) Virtual Team
17 80 (0.98%) Greenfield Project
18 71 (0.87%) Data Structures
18 71 (0.87%) Security Posture
19 67 (0.82%) Public Cloud
Operating Systems
1 180 (2.21%) Windows
2 170 (2.09%) Linux
3 72 (0.88%) 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 13 (0.16%) Unix
9 11 (0.14%) 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 1,678 (20.62%) Machine Learning
2 1,625 (19.97%) Analytics
3 1,387 (17.05%) Business Intelligence
4 1,379 (16.95%) Agile
5 1,174 (14.43%) Roadmaps
6 1,090 (13.40%) CI/CD
7 1,061 (13.04%) Software Engineering
8 907 (11.15%) Problem-Solving
9 860 (10.57%) Decision-Making
10 857 (10.53%) LLM
11 835 (10.26%) Continuous Improvement
12 817 (10.04%) Mentoring
13 807 (9.92%) DevOps
14 695 (8.54%) Generative AI
15 665 (8.17%) Full-Stack Development
16 615 (7.56%) Data Science
17 532 (6.54%) Data Engineering
18 522 (6.42%) Stakeholder Management
19 521 (6.40%) Artificial Intelligence Engineering
20 489 (6.01%) Data Modelling
Programming Languages
1 2,990 (36.75%) Python
2 1,875 (23.04%) SQL
3 478 (5.87%) C#
4 469 (5.76%) JavaScript
5 358 (4.40%) TypeScript
6 333 (4.09%) Java
7 156 (1.92%) C++
8 123 (1.51%) PowerShell
9 102 (1.25%) Bash
10 94 (1.16%) Go
11 68 (0.84%) Bicep
12 61 (0.75%) PHP
13 59 (0.73%) C
14 50 (0.61%) Rust
15 44 (0.54%) R
16 41 (0.50%) Scala
17 38 (0.47%) Ruby
18 32 (0.39%) Kotlin
19 29 (0.36%) Data Analysis Expressions
20 27 (0.33%) Kusto Query Language
Qualifications
1 1,296 (15.93%) Azure Certification
2 789 (9.70%) Degree
3 472 (5.80%) Security Cleared
4 269 (3.31%) SC Cleared
5 197 (2.42%) Computer Science Degree
6 173 (2.13%) AWS Certification
7 140 (1.72%) Master's Degree
8 132 (1.62%) DV Cleared
9 91 (1.12%) PhD
10 89 (1.09%) ACCA
11 86 (1.06%) CISSP
12 76 (0.93%) DBS Check
13 67 (0.82%) CIMA
14 62 (0.76%) Microsoft Certification
15 61 (0.75%) AWS Certified Cloud Practitioner
16 60 (0.74%) AWS Certified Solutions Architect
17 48 (0.59%) CISM
18 41 (0.50%) Cisco Certification
19 32 (0.39%) Network+ Certification
20 29 (0.36%) A+ Certification
Quality Assurance & Compliance
1 414 (5.09%) Accessibility
2 382 (4.69%) Data Quality
3 242 (2.97%) QA
4 238 (2.92%) GDPR
5 114 (1.40%) ISO/IEC 27001
6 94 (1.16%) GRC
7 82 (1.01%) NIST
8 79 (0.97%) WCAG
9 59 (0.73%) SLA
10 52 (0.64%) California Consumer Privacy Act
11 38 (0.47%) Cyber Essentials
11 38 (0.47%) PMO
12 35 (0.43%) IFRS
13 30 (0.37%) PCI DSS
14 22 (0.27%) HIPAA
15 20 (0.25%) EU AI Act
15 20 (0.25%) SOC 2
16 18 (0.22%) Cyber Essentials PLUS
17 16 (0.20%) Sarbanes-Oxley
18 15 (0.18%) NCSC
System Software
1 426 (5.24%) Docker
2 134 (1.65%) Active Directory
3 99 (1.22%) 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 (0.14%) 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
1 449 (5.52%) Kubernetes
2 356 (4.38%) Terraform
3 91 (1.12%) Microsoft Intune
4 60 (0.74%) Ansible
5 58 (0.71%) Grafana
6 48 (0.59%) 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%) SolarWinds Orion
15 5 (0.061%) Autotask
15 5 (0.061%) Control-M
15 5 (0.061%) Functional Safety
15 5 (0.061%) Hadoop YARN
16 4 (0.049%) Istio
Vendors
1 2,181 (26.80%) Microsoft
2 346 (4.25%) Databricks
3 281 (3.45%) Google
4 263 (3.23%) Adobe
5 211 (2.59%) OpenAI
6 135 (1.66%) Dell
7 128 (1.57%) Salesforce
8 108 (1.33%) Cisco
9 105 (1.29%) Oracle
10 103 (1.27%) SAP
11 96 (1.18%) 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