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

6 months to
9 Jul 2026
Same period 2025 Same period 2024
Rank 9 14 49
Rank change year-on-year +5 +35 +67
Permanent jobs citing AI 8,054 4,776 4,554
As % of all permanent jobs in the UK 8.24% 9.80% 4.44%
As % of the Processes & Methodologies category 11.16% 10.82% 5.38%
Number of salaries quoted 4,427 1,534 2,131
10th Percentile £39,913 £25,313 £40,000
25th Percentile £51,250 £46,250 £50,185
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 £93,125
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 72,161 44,144 84,574
As % of all permanent jobs advertised in the UK 73.86% 90.58% 82.41%
Number of salaries quoted 49,802 24,628 59,539
10th Percentile £30,250 £28,822 £29,750
25th Percentile £41,250 £38,500 £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 £100,000 £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 9 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 9 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 7,243 £70,000 +5.50% 4,950
UK excluding London -4 4,772 £62,500 -2.20% 2,788
London +17 2,772 £85,000 -5.56% 2,941
Work from Home -2 2,529 £70,000 +5.74% 1,917
North of England +14 1,482 £67,500 +26.42% 596
South East -2 1,084 £60,000 +33.33% 777
Midlands -8 753 £55,000 -7.76% 272
North West +31 733 £70,000 +20.69% 372
Yorkshire 0 543 £65,000 +114.43% 150
South West +3 532 £62,500 +4.17% 719
East of England +18 499 £60,000 -9.38% 193
West Midlands -5 473 £57,500 - 178
East Midlands -17 279 £52,500 -14.29% 92
Scotland -2 224 £70,000 +7.69% 139
North East -2 206 £65,000 +106.35% 77
Wales +20 149 £60,000 -10.45% 48
Northern Ireland -3 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
1 157 (1.95%) SharePoint
2 118 (1.47%) Apache Airflow
3 107 (1.33%) Apache Spark
4 75 (0.93%) CMS
5 71 (0.88%) Confluence
6 63 (0.78%) Jupyter
7 58 (0.72%) Apache
8 47 (0.58%) Microsoft Exchange
9 38 (0.47%) WordPress
10 29 (0.36%) SAS
11 27 (0.34%) ArcGIS
11 27 (0.34%) Palantir Foundry
12 8 (0.099%) Sitecore CMS
13 7 (0.087%) Camunda
13 7 (0.087%) Headless CMS
14 5 (0.062%) ColdFusion
14 5 (0.062%) Oracle Workflow
15 4 (0.050%) Apache Pig
15 4 (0.050%) Appian
16 3 (0.037%) JBoss
Applications
1 990 (12.29%) Microsoft Excel
2 129 (1.60%) Chatbot
3 75 (0.93%) Microsoft Office
4 50 (0.62%) Microsoft PowerPoint
5 46 (0.57%) UserZoom
6 26 (0.32%) MS Visio
7 23 (0.29%) 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
12 6 (0.074%) Microsoft Project
13 5 (0.062%) Adobe Premiere
14 4 (0.050%) CapCut
14 4 (0.050%) Sketch
14 4 (0.050%) SPSS
15 3 (0.037%) Productboard
Business Applications
1 45 (0.56%) Dynamics CRM
2 41 (0.51%) SAP S/4HANA
3 24 (0.30%) Cloudability
4 17 (0.21%) NetSuite
5 8 (0.099%) Sage 50
6 7 (0.087%) Payment Gateway
7 6 (0.074%) SAP MDG
8 5 (0.062%) Oracle ERP
8 5 (0.062%) Relativity
8 5 (0.062%) Salesforce CRM
9 4 (0.050%) Dynamics AX
9 4 (0.050%) Elite 3E
9 4 (0.050%) Sage 200
9 4 (0.050%) Sparx Enterprise Architect
9 4 (0.050%) Workday HCM
10 3 (0.037%) Carpe Diem
10 3 (0.037%) Dynamics GP
10 3 (0.037%) Dynamics NAV
10 3 (0.037%) Oracle EBS
10 3 (0.037%) Q-Pulse
Cloud Services
1 2,852 (35.41%) Azure
2 1,547 (19.21%) Azure AI
3 1,441 (17.89%) Power Platform
4 1,315 (16.33%) AWS
5 581 (7.21%) SaaS
6 489 (6.07%) GCP
7 350 (4.35%) Microsoft 365
8 319 (3.96%) GitHub
9 276 (3.43%) Azure DevOps
10 256 (3.18%) Microsoft Copilot
11 236 (2.93%) Serverless
12 230 (2.86%) Snowflake
13 194 (2.41%) Adobe Analytics
14 185 (2.30%) Cloud Computing
15 177 (2.20%) Anthropic Claude
16 159 (1.97%) Entra ID
17 153 (1.90%) GitHub Copilot
18 142 (1.76%) Power Automate
19 137 (1.70%) Azure Synapse Analytics
20 126 (1.56%) Figma
Communications & Networking
1 353 (4.38%) Broadband
2 85 (1.06%) Internet
3 84 (1.04%) Firewall
4 74 (0.92%) Network Security
4 74 (0.92%) VPN
5 53 (0.66%) DNS
6 34 (0.42%) WAN
7 28 (0.35%) VLAN
8 27 (0.34%) TCP/IP
9 24 (0.30%) BGP
10 21 (0.26%) DHCP
11 19 (0.24%) VoIP
12 18 (0.22%) HTTP
13 17 (0.21%) MQTT
13 17 (0.21%) OSPF
13 17 (0.21%) Unified Communications
14 14 (0.17%) Wireless
15 13 (0.16%) CTI
15 13 (0.16%) VXLAN
16 11 (0.14%) Wi-Fi
Database & Business Intelligence
1 1,238 (15.37%) Power BI
2 1,032 (12.81%) Tableau
3 272 (3.38%) MongoDB
4 220 (2.73%) Data Warehouse
5 207 (2.57%) SQL Server
6 195 (2.42%) Azure SQL Database
7 169 (2.10%) Data Lake
8 165 (2.05%) PostgreSQL
9 132 (1.64%) Metadata
10 112 (1.39%) NoSQL
11 95 (1.18%) Big Data
12 86 (1.07%) MySQL
13 85 (1.06%) Relational Database
14 80 (0.99%) BigQuery
15 73 (0.91%) Elasticsearch
16 54 (0.67%) Looker
17 49 (0.61%) Redis
18 48 (0.60%) Amazon Redshift
19 45 (0.56%) Semantic Layer
20 44 (0.55%) Amazon RDS
Development Applications
1 236 (2.93%) Git
2 119 (1.48%) Claude Code
3 105 (1.30%) JIRA
4 86 (1.07%) Jenkins
5 74 (0.92%) GitLab
6 61 (0.76%) MLflow
6 61 (0.76%) Visual Studio Code
7 33 (0.41%) Selenium
8 26 (0.32%) Postman
9 25 (0.31%) IBM UrbanCode
9 25 (0.31%) Snyk
10 21 (0.26%) Cypress.io
11 19 (0.24%) JUnit
12 16 (0.20%) Maven
13 14 (0.17%) Vite
14 12 (0.15%) SpecFlow
15 11 (0.14%) Gradle
16 10 (0.12%) Cucumber
16 10 (0.12%) JMeter
17 8 (0.099%) Visual Studio
General
1 2,681 (33.29%) Social Skills
2 1,457 (18.09%) Finance
3 682 (8.47%) Analytical Skills
4 540 (6.70%) Marketing
5 492 (6.11%) Inclusion and Diversity
6 385 (4.78%) Public Sector
7 367 (4.56%) Games
8 361 (4.48%) Legal
9 325 (4.04%) Law
10 292 (3.63%) Retail
11 253 (3.14%) Banking
12 194 (2.41%) Manufacturing
13 157 (1.95%) Influencing Skills
13 157 (1.95%) Organisational Skills
14 110 (1.37%) Advertising
15 92 (1.14%) Presentation Skills
16 83 (1.03%) Financial Institution
17 77 (0.96%) Legal Technology
18 73 (0.91%) Telecoms
19 72 (0.89%) Automotive
Job Titles
1 1,232 (15.30%) Senior
2 1,225 (15.21%) Analyst
3 947 (11.76%) Data Analyst
4 917 (11.39%) Junior
5 887 (11.01%) Junior Analyst
6 882 (10.95%) Junior Data Analyst
7 871 (10.81%) Lead
8 793 (9.85%) Developer
9 735 (9.13%) Architect
10 662 (8.22%) Artificial Intelligence Engineer
11 432 (5.36%) Software Engineer
12 309 (3.84%) Consultant
13 306 (3.80%) Data Engineer
14 296 (3.68%) Solutions Architect
15 203 (2.52%) .NET Developer
16 200 (2.48%) Python Engineer
17 187 (2.32%) Data Scientist
18 160 (1.99%) Senior Manager
19 157 (1.95%) Artificial Intelligence Architect
20 155 (1.92%) Data Architect
Libraries, Frameworks & Software Standards
1 443 (5.50%) React
2 421 (5.23%) .NET
3 227 (2.82%) CSS
4 218 (2.71%) HTML
5 210 (2.61%) RESTful
6 197 (2.45%) ASP.NET
7 195 (2.42%) Node.js
7 195 (2.42%) REST
8 186 (2.31%) LangChain
9 185 (2.30%) PyTorch
10 184 (2.28%) ASP.NET Core
11 173 (2.15%) .NET Core
12 156 (1.94%) ML.NET
13 155 (1.92%) Kafka
14 136 (1.69%) TensorFlow
15 124 (1.54%) scikit-learn
16 123 (1.53%) FastAPI
17 121 (1.50%) Blazor
18 102 (1.27%) PySpark
19 98 (1.22%) AngularJS
Miscellaneous
1 541 (6.72%) Cloud Native
2 380 (4.72%) AI Agents
3 296 (3.68%) Social Media
4 291 (3.61%) Onboarding
5 243 (3.02%) Distributed Systems
5 243 (3.02%) Product Ownership
6 182 (2.26%) Algorithms
7 136 (1.69%) Robotics
8 134 (1.66%) Self-Motivation
9 133 (1.65%) Management Information System
10 123 (1.53%) Low-Code
11 120 (1.49%) Data Centre
12 98 (1.22%) Mobile App
13 87 (1.08%) Legacy Systems
14 82 (1.02%) Enterprise Software
14 82 (1.02%) Virtual Team
15 77 (0.96%) Greenfield Project
16 71 (0.88%) Security Posture
17 69 (0.86%) Data Structures
18 68 (0.84%) Blog
Operating Systems
1 178 (2.21%) Windows
2 166 (2.06%) Linux
3 72 (0.89%) Android
4 58 (0.72%) Windows Server
5 53 (0.66%) Apple iOS
6 25 (0.31%) VMS
7 15 (0.19%) Mac OS
8 13 (0.16%) Unix
9 11 (0.14%) Ubuntu
10 5 (0.062%) Debian
10 5 (0.062%) Windows Server 2016
11 4 (0.050%) 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%) FreeRTOS
14 1 (0.012%) Red Hat Enterprise Linux
14 1 (0.012%) Windows 10
Processes & Methodologies
1 1,678 (20.83%) Machine Learning
2 1,607 (19.95%) Analytics
3 1,381 (17.15%) Business Intelligence
4 1,363 (16.92%) Agile
5 1,172 (14.55%) Roadmaps
6 1,073 (13.32%) CI/CD
7 1,040 (12.91%) Software Engineering
8 901 (11.19%) Problem-Solving
9 852 (10.58%) Decision-Making
10 845 (10.49%) LLM
11 823 (10.22%) Continuous Improvement
12 804 (9.98%) Mentoring
13 796 (9.88%) DevOps
14 701 (8.70%) Generative AI
15 666 (8.27%) Full-Stack Development
16 619 (7.69%) Data Science
17 530 (6.58%) Data Engineering
18 520 (6.46%) Artificial Intelligence Engineering
19 513 (6.37%) Stakeholder Management
20 481 (5.97%) Data Modelling
Programming Languages
1 2,977 (36.96%) Python
2 1,869 (23.21%) SQL
3 477 (5.92%) C#
4 467 (5.80%) JavaScript
5 352 (4.37%) TypeScript
6 328 (4.07%) Java
7 154 (1.91%) C++
8 121 (1.50%) PowerShell
9 100 (1.24%) Bash
10 92 (1.14%) Go
11 65 (0.81%) Bicep
12 62 (0.77%) PHP
13 59 (0.73%) C
14 47 (0.58%) Rust
15 44 (0.55%) R
16 39 (0.48%) Scala
17 37 (0.46%) Ruby
18 31 (0.38%) Kotlin
19 28 (0.35%) Data Analysis Expressions
20 27 (0.34%) Kusto Query Language
Qualifications
1 1,296 (16.09%) Azure Certification
2 789 (9.80%) Degree
3 466 (5.79%) Security Cleared
4 266 (3.30%) SC Cleared
5 197 (2.45%) Computer Science Degree
6 172 (2.14%) AWS Certification
7 142 (1.76%) Master's Degree
8 129 (1.60%) DV Cleared
9 96 (1.19%) PhD
10 89 (1.11%) ACCA
11 84 (1.04%) CISSP
12 76 (0.94%) DBS Check
13 67 (0.83%) CIMA
14 61 (0.76%) AWS Certified Cloud Practitioner
15 60 (0.74%) Microsoft Certification
16 58 (0.72%) AWS Certified Solutions Architect
17 45 (0.56%) CISM
18 41 (0.51%) Cisco Certification
19 32 (0.40%) Network+ Certification
20 29 (0.36%) A+ Certification
Quality Assurance & Compliance
1 414 (5.14%) Accessibility
2 375 (4.66%) Data Quality
3 235 (2.92%) GDPR
4 234 (2.91%) QA
5 112 (1.39%) ISO/IEC 27001
6 92 (1.14%) GRC
7 80 (0.99%) NIST
8 79 (0.98%) WCAG
9 57 (0.71%) SLA
10 52 (0.65%) California Consumer Privacy Act
11 38 (0.47%) PMO
12 37 (0.46%) Cyber Essentials
13 35 (0.43%) IFRS
14 30 (0.37%) PCI DSS
15 23 (0.29%) HIPAA
16 20 (0.25%) EU AI Act
16 20 (0.25%) SOC 2
17 18 (0.22%) Cyber Essentials PLUS
18 16 (0.20%) Sarbanes-Oxley
19 15 (0.19%) NCSC
System Software
1 420 (5.21%) Docker
2 134 (1.66%) Active Directory
3 99 (1.23%) Virtual Machines
4 31 (0.38%) VMware Infrastructure
5 22 (0.27%) Firmware
6 20 (0.25%) Virtual Desktop
7 19 (0.24%) 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
1 440 (5.46%) Kubernetes
2 347 (4.31%) Terraform
3 89 (1.11%) Microsoft Intune
4 59 (0.73%) Ansible
4 59 (0.73%) Grafana
5 49 (0.61%) Prometheus
6 21 (0.26%) Single Sign-On
7 16 (0.20%) Puppet
8 15 (0.19%) Argo
9 14 (0.17%) Kubeflow
10 10 (0.12%) Podman
11 8 (0.099%) Proxmox
12 7 (0.087%) Nagios
12 7 (0.087%) Progress Chef
13 6 (0.074%) SolarWinds Orion
14 5 (0.062%) Autotask
14 5 (0.062%) Control-M
14 5 (0.062%) Functional Safety
14 5 (0.062%) Hadoop YARN
15 4 (0.050%) Active Directory Federation Services
Vendors
1 2,166 (26.89%) Microsoft
2 340 (4.22%) Databricks
3 275 (3.41%) Google
4 264 (3.28%) Adobe
5 205 (2.55%) OpenAI
6 135 (1.68%) Dell
7 126 (1.56%) Salesforce
8 106 (1.32%) Cisco
9 105 (1.30%) Oracle
10 101 (1.25%) SAP
11 96 (1.19%) ServiceNow
12 84 (1.04%) Foundry
13 58 (0.72%) HubSpot
14 54 (0.67%) Apple
15 45 (0.56%) Informatica
16 41 (0.51%) Palantir
16 41 (0.51%) VMware
17 40 (0.50%) Sage
18 39 (0.48%) Facebook
18 39 (0.48%) Palo Alto