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

6 months to
4 Jul 2026
Same period 2025 Same period 2024
Rank 9 14 50
Rank change year-on-year +5 +36 +66
Permanent jobs citing AI 7,839 4,701 4,589
As % of all permanent jobs in the UK 8.11% 9.87% 4.37%
As % of the Processes & Methodologies category 11.01% 10.84% 5.32%
Number of salaries quoted 4,307 1,505 2,161
10th Percentile £40,000 £25,313 £40,000
25th Percentile £51,250 £46,250 £50,000
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 £92,500
90th Percentile £110,000 £117,500 £112,500
UK excluding London median annual salary £62,500 £63,908 £62,125
% change year-on-year -2.20% +2.87% -7.96%

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 71,201 43,352 86,215
As % of all permanent jobs advertised in the UK 73.63% 91.03% 82.05%
Number of salaries quoted 49,187 23,974 60,816
10th Percentile £30,000 £28,822 £29,750
25th Percentile £41,250 £38,750 £40,000
Median annual salary (50th Percentile) £60,000 £57,500 £55,000
Median % change year-on-year +4.35% +4.55% -9.09%
75th Percentile £78,750 £77,500 £72,500
90th Percentile £100,000 £100,000 £92,500
UK excluding London median annual salary £53,738 £50,000 £50,000
% change year-on-year +7.48% - -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 4 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 4 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 7,056 £70,000 +5.52% 5,187
UK excluding London -3 4,669 £62,500 -2.20% 2,607
London +17 2,672 £85,000 -5.56% 3,098
Work from Home -1 2,462 £70,000 +5.74% 2,538
North of England +13 1,452 £67,500 +28.57% 690
South East -3 1,061 £60,000 +33.33% 840
Midlands -8 742 £55,000 -7.76% 320
North West +31 713 £70,000 +19.66% 421
Yorkshire 0 540 £65,000 +153.66% 194
South West +2 514 £62,500 +4.17% 278
East of England +17 498 £60,000 -9.39% 212
West Midlands -5 465 £57,500 - 207
East Midlands -15 276 £52,500 -14.29% 113
Scotland -1 221 £70,000 +7.69% 179
North East -1 199 £65,000 +106.35% 78
Wales +21 143 £60,000 -11.44% 59
Northern Ireland +3 68 £74,830 -14.48% 62

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
1 147 (1.88%) SharePoint
2 117 (1.49%) Apache Airflow
3 103 (1.31%) Apache Spark
4 75 (0.96%) CMS
5 70 (0.89%) Confluence
6 63 (0.80%) Jupyter
7 55 (0.70%) Apache
8 44 (0.56%) Microsoft Exchange
9 39 (0.50%) WordPress
10 27 (0.34%) ArcGIS
10 27 (0.34%) Palantir Foundry
11 26 (0.33%) SAS
12 8 (0.10%) Sitecore CMS
13 7 (0.089%) Headless CMS
14 5 (0.064%) Camunda
14 5 (0.064%) ColdFusion
14 5 (0.064%) Oracle Workflow
15 4 (0.051%) Appian
16 3 (0.038%) JBoss
16 3 (0.038%) WebSphere
Applications
1 986 (12.58%) Microsoft Excel
2 121 (1.54%) Chatbot
3 74 (0.94%) Microsoft Office
4 50 (0.64%) Microsoft PowerPoint
5 46 (0.59%) UserZoom
6 25 (0.32%) MS Visio
7 24 (0.31%) Spreadsheet
8 16 (0.20%) Adobe After Effects
8 16 (0.20%) Adobe Creative Suite
9 15 (0.19%) Adobe Illustrator
9 15 (0.19%) Photoshop
10 11 (0.14%) InDesign
11 9 (0.11%) Simulink
12 6 (0.077%) Camtasia
12 6 (0.077%) Microsoft Project
13 5 (0.064%) Adobe Premiere
14 4 (0.051%) CapCut
14 4 (0.051%) Sketch
14 4 (0.051%) SPSS
15 3 (0.038%) Productboard
Business Applications
1 44 (0.56%) Dynamics CRM
2 35 (0.45%) SAP S/4HANA
3 24 (0.31%) Cloudability
4 17 (0.22%) NetSuite
5 8 (0.10%) Sage 50
6 6 (0.077%) Payment Gateway
7 5 (0.064%) Oracle ERP
7 5 (0.064%) Salesforce CRM
7 5 (0.064%) SAP MDG
8 4 (0.051%) Dynamics AX
8 4 (0.051%) Relativity
8 4 (0.051%) Sage 200
8 4 (0.051%) Sparx Enterprise Architect
8 4 (0.051%) Workday HCM
9 3 (0.038%) Dynamics GP
9 3 (0.038%) Dynamics NAV
9 3 (0.038%) Elite 3E
9 3 (0.038%) Oracle EBS
9 3 (0.038%) Q-Pulse
10 2 (0.026%) Carpe Diem
Cloud Services
1 2,796 (35.67%) Azure
2 1,527 (19.48%) Azure AI
3 1,413 (18.03%) Power Platform
4 1,250 (15.95%) AWS
5 580 (7.40%) SaaS
6 477 (6.08%) GCP
7 341 (4.35%) Microsoft 365
8 303 (3.87%) GitHub
9 267 (3.41%) Azure DevOps
10 248 (3.16%) Microsoft Copilot
11 224 (2.86%) Snowflake
12 217 (2.77%) Serverless
13 194 (2.47%) Adobe Analytics
14 169 (2.16%) Anthropic Claude
15 152 (1.94%) Cloud Computing
16 143 (1.82%) Entra ID
17 142 (1.81%) GitHub Copilot
18 135 (1.72%) Power Automate
19 134 (1.71%) Azure Synapse Analytics
20 126 (1.61%) Figma
Communications & Networking
1 353 (4.50%) Broadband
2 83 (1.06%) Firewall
3 72 (0.92%) VPN
4 68 (0.87%) Network Security
5 64 (0.82%) Internet
6 51 (0.65%) DNS
7 33 (0.42%) WAN
8 29 (0.37%) VLAN
9 28 (0.36%) TCP/IP
10 22 (0.28%) BGP
11 21 (0.27%) DHCP
12 19 (0.24%) HTTP
12 19 (0.24%) Unified Communications
13 18 (0.23%) OSPF
14 16 (0.20%) MQTT
14 16 (0.20%) VoIP
15 13 (0.17%) VXLAN
16 12 (0.15%) Wireless
17 10 (0.13%) LAN
17 10 (0.13%) Wi-Fi
Database & Business Intelligence
1 1,223 (15.60%) Power BI
2 1,030 (13.14%) Tableau
3 254 (3.24%) MongoDB
4 215 (2.74%) Data Warehouse
5 203 (2.59%) SQL Server
6 181 (2.31%) Azure SQL Database
7 162 (2.07%) Data Lake
8 156 (1.99%) PostgreSQL
9 128 (1.63%) Metadata
10 100 (1.28%) NoSQL
11 88 (1.12%) Big Data
12 82 (1.05%) MySQL
13 81 (1.03%) BigQuery
14 80 (1.02%) Relational Database
15 71 (0.91%) Elasticsearch
16 55 (0.70%) Looker
17 48 (0.61%) Redis
18 46 (0.59%) Amazon Redshift
19 45 (0.57%) Semantic Layer
20 44 (0.56%) Pinecone
Development Applications
1 224 (2.86%) Git
2 110 (1.40%) Claude Code
3 102 (1.30%) JIRA
4 83 (1.06%) Jenkins
5 70 (0.89%) GitLab
6 61 (0.78%) MLflow
6 61 (0.78%) Visual Studio Code
7 33 (0.42%) Selenium
8 26 (0.33%) Postman
9 25 (0.32%) IBM UrbanCode
9 25 (0.32%) Snyk
10 21 (0.27%) Cypress.io
11 15 (0.19%) JUnit
12 14 (0.18%) Maven
12 14 (0.18%) Vite
13 12 (0.15%) SpecFlow
14 11 (0.14%) Gradle
15 10 (0.13%) Cucumber
15 10 (0.13%) JMeter
16 7 (0.089%) Visual Studio
General
1 2,627 (33.51%) Social Skills
2 1,416 (18.06%) Finance
3 669 (8.53%) Analytical Skills
4 519 (6.62%) Marketing
5 481 (6.14%) Inclusion and Diversity
6 366 (4.67%) Games
7 363 (4.63%) Public Sector
8 342 (4.36%) Legal
9 298 (3.80%) Law
10 279 (3.56%) Retail
11 244 (3.11%) Banking
12 186 (2.37%) Manufacturing
13 153 (1.95%) Organisational Skills
14 152 (1.94%) Influencing Skills
15 101 (1.29%) Advertising
16 89 (1.14%) Presentation Skills
17 81 (1.03%) Financial Institution
18 75 (0.96%) Legal Technology
19 71 (0.91%) Automotive
20 69 (0.88%) Telecoms
Job Titles
1 1,211 (15.45%) Analyst
2 1,173 (14.96%) Senior
3 942 (12.02%) Data Analyst
4 915 (11.67%) Junior
5 887 (11.32%) Junior Analyst
6 882 (11.25%) Junior Data Analyst
7 848 (10.82%) Lead
8 764 (9.75%) Developer
9 684 (8.73%) Architect
10 652 (8.32%) Artificial Intelligence Engineer
11 416 (5.31%) Software Engineer
12 298 (3.80%) Data Engineer
13 294 (3.75%) Consultant
14 275 (3.51%) Solutions Architect
15 194 (2.47%) Python Engineer
16 187 (2.39%) .NET Developer
17 181 (2.31%) Data Scientist
18 149 (1.90%) Data Architect
19 146 (1.86%) Artificial Intelligence Architect
19 146 (1.86%) Senior Manager
Libraries, Frameworks & Software Standards
1 425 (5.42%) React
2 398 (5.08%) .NET
3 216 (2.76%) CSS
4 206 (2.63%) HTML
5 198 (2.53%) RESTful
6 189 (2.41%) Node.js
7 185 (2.36%) PyTorch
7 185 (2.36%) REST
8 182 (2.32%) LangChain
9 179 (2.28%) ASP.NET
10 167 (2.13%) ASP.NET Core
11 160 (2.04%) .NET Core
12 144 (1.84%) Kafka
13 141 (1.80%) ML.NET
14 138 (1.76%) TensorFlow
15 123 (1.57%) scikit-learn
16 119 (1.52%) FastAPI
17 110 (1.40%) Blazor
18 98 (1.25%) PySpark
19 95 (1.21%) Pandas
Miscellaneous
1 524 (6.68%) Cloud Native
2 358 (4.57%) AI Agents
3 292 (3.72%) Social Media
4 244 (3.11%) Onboarding
5 237 (3.02%) Product Ownership
6 232 (2.96%) Distributed Systems
7 182 (2.32%) Algorithms
8 136 (1.73%) Robotics
9 128 (1.63%) Management Information System
10 127 (1.62%) Self-Motivation
11 123 (1.57%) Low-Code
12 115 (1.47%) Data Centre
13 97 (1.24%) Mobile App
14 87 (1.11%) Legacy Systems
15 81 (1.03%) Virtual Team
16 76 (0.97%) Enterprise Software
17 70 (0.89%) Greenfield Project
18 69 (0.88%) Security Posture
19 67 (0.85%) Public Cloud
20 66 (0.84%) Data Structures
Operating Systems
1 172 (2.19%) Windows
2 157 (2.00%) Linux
3 72 (0.92%) Android
4 58 (0.74%) Windows Server
5 53 (0.68%) Apple iOS
6 24 (0.31%) VMS
7 15 (0.19%) Mac OS
8 12 (0.15%) Unix
9 11 (0.14%) Ubuntu
10 5 (0.064%) Windows Server 2016
11 4 (0.051%) Debian
11 4 (0.051%) Kali Linux
12 3 (0.038%) Gentoo
12 3 (0.038%) Robot Operating System
13 2 (0.026%) Embedded Linux
13 2 (0.026%) Windows Server 2019
14 1 (0.013%) AIX
14 1 (0.013%) FreeRTOS
14 1 (0.013%) Red Hat Enterprise Linux
14 1 (0.013%) Windows 10
Processes & Methodologies
1 1,623 (20.70%) Machine Learning
2 1,553 (19.81%) Analytics
3 1,360 (17.35%) Business Intelligence
4 1,317 (16.80%) Agile
5 1,126 (14.36%) Roadmaps
6 1,037 (13.23%) CI/CD
7 1,012 (12.91%) Software Engineering
8 878 (11.20%) Problem-Solving
9 832 (10.61%) Decision-Making
10 819 (10.45%) LLM
11 794 (10.13%) Continuous Improvement
12 762 (9.72%) DevOps
13 758 (9.67%) Mentoring
14 676 (8.62%) Generative AI
15 636 (8.11%) Full-Stack Development
16 603 (7.69%) Data Science
17 517 (6.60%) Data Engineering
18 516 (6.58%) Artificial Intelligence Engineering
19 495 (6.31%) Stakeholder Management
20 466 (5.94%) Data Modelling
Programming Languages
1 2,926 (37.33%) Python
2 1,823 (23.26%) SQL
3 447 (5.70%) C#
3 447 (5.70%) JavaScript
4 345 (4.40%) TypeScript
5 308 (3.93%) Java
6 150 (1.91%) C++
7 121 (1.54%) PowerShell
8 97 (1.24%) Bash
9 93 (1.19%) Go
10 65 (0.83%) Bicep
11 55 (0.70%) C
11 55 (0.70%) PHP
12 45 (0.57%) R
12 45 (0.57%) Rust
13 37 (0.47%) Scala
14 31 (0.40%) Ruby
15 30 (0.38%) Kotlin
16 27 (0.34%) Data Analysis Expressions
16 27 (0.34%) Kusto Query Language
Qualifications
1 1,296 (16.53%) Azure Certification
2 752 (9.59%) Degree
3 443 (5.65%) Security Cleared
4 256 (3.27%) SC Cleared
5 182 (2.32%) Computer Science Degree
6 153 (1.95%) AWS Certification
7 137 (1.75%) Master's Degree
8 123 (1.57%) DV Cleared
9 95 (1.21%) PhD
10 90 (1.15%) ACCA
11 76 (0.97%) DBS Check
12 70 (0.89%) CISSP
13 67 (0.85%) CIMA
14 60 (0.77%) Microsoft Certification
15 59 (0.75%) AWS Certified Cloud Practitioner
16 48 (0.61%) AWS Certified Solutions Architect
17 40 (0.51%) Cisco Certification
18 33 (0.42%) CISM
19 27 (0.34%) TOGAF Certification
20 20 (0.26%) Network+ Certification
Quality Assurance & Compliance
1 409 (5.22%) Accessibility
2 365 (4.66%) Data Quality
3 234 (2.99%) GDPR
4 224 (2.86%) QA
5 112 (1.43%) ISO/IEC 27001
6 92 (1.17%) GRC
7 80 (1.02%) NIST
8 77 (0.98%) WCAG
9 56 (0.71%) SLA
10 52 (0.66%) California Consumer Privacy Act
11 37 (0.47%) IFRS
11 37 (0.47%) PMO
12 36 (0.46%) Cyber Essentials
13 29 (0.37%) PCI DSS
14 21 (0.27%) HIPAA
15 20 (0.26%) EU AI Act
15 20 (0.26%) SOC 2
16 17 (0.22%) Cyber Essentials PLUS
17 16 (0.20%) Sarbanes-Oxley
18 15 (0.19%) NCSC
System Software
1 402 (5.13%) Docker
2 119 (1.52%) Active Directory
3 99 (1.26%) Virtual Machines
4 30 (0.38%) VMware Infrastructure
5 23 (0.29%) Firmware
6 19 (0.24%) vSphere
7 18 (0.23%) Virtual Desktop
8 11 (0.14%) Embedded Firmware
9 10 (0.13%) Hyper-V
10 6 (0.077%) IAG
11 3 (0.038%) Kamailio
12 1 (0.013%) Apache Flume
12 1 (0.013%) VMware NSX
Systems Management
1 424 (5.41%) Kubernetes
2 334 (4.26%) Terraform
3 74 (0.94%) Microsoft Intune
4 59 (0.75%) Ansible
5 56 (0.71%) Grafana
6 47 (0.60%) Prometheus
7 18 (0.23%) Single Sign-On
8 15 (0.19%) Argo
9 14 (0.18%) Kubeflow
9 14 (0.18%) Puppet
10 10 (0.13%) Podman
11 8 (0.10%) Proxmox
12 7 (0.089%) Nagios
13 6 (0.077%) Progress Chef
14 5 (0.064%) Autotask
14 5 (0.064%) Control-M
14 5 (0.064%) Functional Safety
14 5 (0.064%) SolarWinds Orion
15 4 (0.051%) Active Directory Federation Services
15 4 (0.051%) Istio
Vendors
1 2,103 (26.83%) Microsoft
2 334 (4.26%) Databricks
3 263 (3.36%) Google
4 262 (3.34%) Adobe
5 199 (2.54%) OpenAI
6 135 (1.72%) Dell
7 120 (1.53%) Salesforce
8 100 (1.28%) Oracle
9 95 (1.21%) Cisco
10 93 (1.19%) ServiceNow
11 90 (1.15%) SAP
12 80 (1.02%) Foundry
13 58 (0.74%) HubSpot
14 52 (0.66%) Apple
15 44 (0.56%) Informatica
16 42 (0.54%) Palantir
17 40 (0.51%) VMware
18 39 (0.50%) Sage
19 38 (0.48%) CrowdStrike
19 38 (0.48%) Palo Alto