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

6 months to
3 Jul 2026
Same period 2025 Same period 2024
Rank 9 14 50
Rank change year-on-year +5 +36 +66
Permanent jobs citing AI 7,827 4,685 4,602
As % of all permanent jobs in the UK 8.10% 9.91% 4.36%
As % of the Processes & Methodologies category 11.00% 10.87% 5.31%
Number of salaries quoted 4,301 1,495 2,169
10th Percentile £40,000 £25,313 £40,000
25th Percentile £51,250 £46,250 £50,000
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 £93,750
90th Percentile £110,000 £117,500 £115,000
UK excluding London median annual salary £62,500 £64,000 £61,439
% change year-on-year -2.34% +4.17% -8.98%

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 71,140 43,093 86,602
As % of all permanent jobs advertised in the UK 73.59% 91.19% 82.11%
Number of salaries quoted 49,140 23,729 61,208
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 £53,688 £50,000 £50,000
% change year-on-year +7.38% - -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 3 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 3 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 7,049 £70,000 +5.50% 5,187
UK excluding London -3 4,656 £62,500 -2.34% 2,607
London +17 2,676 £85,000 -5.56% 3,098
Work from Home -2 2,459 £70,000 +5.74% 2,538
North of England +13 1,452 £67,500 +24.34% 690
South East -3 1,053 £60,000 +33.33% 840
Midlands -7 741 £55,000 -7.76% 320
North West +33 715 £70,000 +13.02% 421
Yorkshire 0 538 £65,000 +153.66% 194
South West +2 514 £62,500 +4.17% 278
East of England +16 497 £60,000 -9.39% 212
West Midlands -5 464 £57,250 -0.43% 207
East Midlands -14 276 £52,500 -14.29% 113
Scotland -1 220 £70,000 +7.69% 179
North East -3 199 £65,000 +106.35% 78
Wales +23 142 £59,500 -12.18% 59
Northern Ireland +6 67 £76,250 -12.86% 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
1 148 (1.89%) SharePoint
2 117 (1.49%) Apache Airflow
3 103 (1.32%) Apache Spark
4 74 (0.95%) CMS
5 70 (0.89%) Confluence
6 63 (0.80%) Jupyter
7 55 (0.70%) Apache
8 45 (0.57%) 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%) Appian
14 5 (0.064%) Camunda
14 5 (0.064%) ColdFusion
14 5 (0.064%) Oracle Workflow
15 3 (0.038%) JBoss
15 3 (0.038%) WebSphere
Applications
1 984 (12.57%) Microsoft Excel
2 121 (1.55%) Chatbot
3 72 (0.92%) Microsoft Office
4 49 (0.63%) 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
13 5 (0.064%) Adobe Premiere
13 5 (0.064%) Microsoft Project
14 4 (0.051%) CapCut
14 4 (0.051%) Sketch
14 4 (0.051%) SPSS
15 3 (0.038%) Adobe XD
Business Applications
1 43 (0.55%) Dynamics CRM
2 35 (0.45%) SAP S/4HANA
3 24 (0.31%) Cloudability
4 16 (0.20%) NetSuite
5 8 (0.10%) Sage 50
6 5 (0.064%) Oracle ERP
6 5 (0.064%) Payment Gateway
6 5 (0.064%) Salesforce CRM
6 5 (0.064%) SAP MDG
7 4 (0.051%) Dynamics AX
7 4 (0.051%) Relativity
7 4 (0.051%) Sage 200
7 4 (0.051%) Sparx Enterprise Architect
7 4 (0.051%) Workday HCM
8 3 (0.038%) Dynamics GP
8 3 (0.038%) Dynamics NAV
8 3 (0.038%) Elite 3E
8 3 (0.038%) Oracle EBS
8 3 (0.038%) Q-Pulse
9 2 (0.026%) Unit4 Business World
Cloud Services
1 2,803 (35.81%) Azure
2 1,530 (19.55%) Azure AI
3 1,413 (18.05%) Power Platform
4 1,247 (15.93%) AWS
5 579 (7.40%) SaaS
6 478 (6.11%) GCP
7 339 (4.33%) Microsoft 365
8 299 (3.82%) GitHub
9 268 (3.42%) Azure DevOps
10 249 (3.18%) Microsoft Copilot
11 224 (2.86%) Snowflake
12 215 (2.75%) Serverless
13 195 (2.49%) Adobe Analytics
14 169 (2.16%) Anthropic Claude
15 152 (1.94%) Cloud Computing
16 144 (1.84%) Entra ID
17 139 (1.78%) GitHub Copilot
18 136 (1.74%) Power Automate
19 135 (1.72%) Azure Synapse Analytics
20 126 (1.61%) Figma
Communications & Networking
1 353 (4.51%) Broadband
2 83 (1.06%) Firewall
3 71 (0.91%) VPN
4 67 (0.86%) Network Security
5 63 (0.80%) Internet
6 50 (0.64%) DNS
7 32 (0.41%) WAN
8 28 (0.36%) TCP/IP
8 28 (0.36%) VLAN
9 21 (0.27%) BGP
9 21 (0.27%) DHCP
10 19 (0.24%) HTTP
10 19 (0.24%) Unified Communications
11 17 (0.22%) OSPF
12 16 (0.20%) MQTT
12 16 (0.20%) VoIP
13 12 (0.15%) VXLAN
13 12 (0.15%) Wireless
14 10 (0.13%) SD-WAN
14 10 (0.13%) Wi-Fi
Database & Business Intelligence
1 1,224 (15.64%) Power BI
2 1,030 (13.16%) Tableau
3 253 (3.23%) MongoDB
4 215 (2.75%) Data Warehouse
5 205 (2.62%) SQL Server
6 181 (2.31%) Azure SQL Database
7 164 (2.10%) Data Lake
8 156 (1.99%) PostgreSQL
9 128 (1.64%) Metadata
10 99 (1.26%) NoSQL
11 88 (1.12%) Big Data
12 82 (1.05%) BigQuery
13 81 (1.03%) MySQL
14 79 (1.01%) Relational Database
15 72 (0.92%) Elasticsearch
16 56 (0.72%) Looker
17 49 (0.63%) Redis
18 46 (0.59%) Amazon Redshift
18 46 (0.59%) Semantic Layer
19 45 (0.57%) Pinecone
Development Applications
1 223 (2.85%) Git
2 108 (1.38%) Claude Code
3 96 (1.23%) JIRA
4 82 (1.05%) Jenkins
5 70 (0.89%) GitLab
6 64 (0.82%) MLflow
7 61 (0.78%) Visual Studio Code
8 33 (0.42%) Selenium
9 26 (0.33%) Postman
10 25 (0.32%) IBM UrbanCode
10 25 (0.32%) Snyk
11 21 (0.27%) Cypress.io
12 15 (0.19%) JUnit
13 14 (0.18%) Maven
13 14 (0.18%) Vite
14 12 (0.15%) SpecFlow
15 11 (0.14%) Gradle
16 10 (0.13%) Cucumber
16 10 (0.13%) JMeter
17 7 (0.089%) Visual Studio
General
1 2,623 (33.51%) Social Skills
2 1,417 (18.10%) Finance
3 665 (8.50%) Analytical Skills
4 519 (6.63%) Marketing
5 477 (6.09%) Inclusion and Diversity
6 366 (4.68%) Games
7 361 (4.61%) Public Sector
8 339 (4.33%) Legal
9 299 (3.82%) Law
10 277 (3.54%) Retail
11 243 (3.10%) Banking
12 185 (2.36%) Manufacturing
13 154 (1.97%) Influencing Skills
14 151 (1.93%) Organisational Skills
15 100 (1.28%) Advertising
16 88 (1.12%) Presentation Skills
17 80 (1.02%) Financial Institution
18 75 (0.96%) Legal Technology
19 69 (0.88%) Automotive
20 68 (0.87%) Telecoms
Job Titles
1 1,208 (15.43%) Analyst
2 1,171 (14.96%) Senior
3 942 (12.04%) Data Analyst
4 915 (11.69%) Junior
5 887 (11.33%) Junior Analyst
6 882 (11.27%) Junior Data Analyst
7 848 (10.83%) Lead
8 763 (9.75%) Developer
9 682 (8.71%) Architect
10 653 (8.34%) Artificial Intelligence Engineer
11 416 (5.31%) Software Engineer
12 298 (3.81%) Data Engineer
13 296 (3.78%) Consultant
14 274 (3.50%) Solutions Architect
15 194 (2.48%) Python Engineer
16 187 (2.39%) .NET Developer
17 181 (2.31%) Data Scientist
18 150 (1.92%) Data Architect
19 146 (1.87%) Senior Manager
20 144 (1.84%) Artificial Intelligence Architect
Libraries, Frameworks & Software Standards
1 426 (5.44%) React
2 400 (5.11%) .NET
3 216 (2.76%) CSS
4 205 (2.62%) HTML
5 198 (2.53%) RESTful
6 188 (2.40%) PyTorch
7 187 (2.39%) Node.js
8 184 (2.35%) LangChain
8 184 (2.35%) REST
9 179 (2.29%) ASP.NET
10 167 (2.13%) ASP.NET Core
11 161 (2.06%) .NET Core
12 144 (1.84%) Kafka
13 141 (1.80%) ML.NET
14 140 (1.79%) TensorFlow
15 125 (1.60%) scikit-learn
16 119 (1.52%) FastAPI
17 110 (1.41%) Blazor
18 99 (1.26%) PySpark
19 97 (1.24%) Pandas
Miscellaneous
1 523 (6.68%) Cloud Native
2 357 (4.56%) AI Agents
3 292 (3.73%) Social Media
4 243 (3.10%) Onboarding
5 235 (3.00%) Product Ownership
6 229 (2.93%) Distributed Systems
7 181 (2.31%) Algorithms
8 136 (1.74%) Robotics
9 126 (1.61%) Self-Motivation
10 125 (1.60%) Management Information System
11 123 (1.57%) Low-Code
12 114 (1.46%) Data Centre
13 97 (1.24%) Mobile App
14 89 (1.14%) Legacy Systems
15 82 (1.05%) Virtual Team
16 77 (0.98%) Enterprise Software
17 69 (0.88%) Greenfield Project
18 68 (0.87%) Security Posture
19 67 (0.86%) Public Cloud
20 65 (0.83%) Data Structures
Operating Systems
1 171 (2.18%) Windows
2 155 (1.98%) Linux
3 72 (0.92%) Android
4 57 (0.73%) 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%) Alpine Linux
14 1 (0.013%) FreeRTOS
14 1 (0.013%) Red Hat Enterprise Linux
14 1 (0.013%) Windows 10
Processes & Methodologies
1 1,623 (20.74%) Machine Learning
2 1,557 (19.89%) Analytics
3 1,361 (17.39%) Business Intelligence
4 1,316 (16.81%) Agile
5 1,125 (14.37%) Roadmaps
6 1,040 (13.29%) CI/CD
7 1,010 (12.90%) Software Engineering
8 879 (11.23%) Problem-Solving
9 831 (10.62%) Decision-Making
10 815 (10.41%) LLM
11 794 (10.14%) Continuous Improvement
12 762 (9.74%) DevOps
13 758 (9.68%) Mentoring
14 677 (8.65%) Generative AI
15 638 (8.15%) Full-Stack Development
16 603 (7.70%) Data Science
17 520 (6.64%) Data Engineering
18 517 (6.61%) Artificial Intelligence Engineering
19 493 (6.30%) Stakeholder Management
20 469 (5.99%) Data Modelling
Programming Languages
1 2,930 (37.43%) Python
2 1,827 (23.34%) SQL
3 447 (5.71%) JavaScript
4 446 (5.70%) C#
5 344 (4.40%) TypeScript
6 309 (3.95%) Java
7 149 (1.90%) C++
8 123 (1.57%) PowerShell
9 97 (1.24%) Bash
10 93 (1.19%) Go
11 65 (0.83%) Bicep
12 55 (0.70%) PHP
13 54 (0.69%) C
14 47 (0.60%) R
15 45 (0.57%) Rust
16 37 (0.47%) Scala
17 30 (0.38%) Kotlin
17 30 (0.38%) Ruby
18 27 (0.34%) Data Analysis Expressions
18 27 (0.34%) Kusto Query Language
Qualifications
1 1,297 (16.57%) Azure Certification
2 750 (9.58%) Degree
3 441 (5.63%) Security Cleared
4 254 (3.25%) SC Cleared
5 181 (2.31%) Computer Science Degree
6 152 (1.94%) AWS Certification
7 136 (1.74%) Master's Degree
8 124 (1.58%) DV Cleared
9 94 (1.20%) PhD
10 90 (1.15%) ACCA
11 75 (0.96%) DBS Check
12 68 (0.87%) CISSP
13 67 (0.86%) CIMA
14 61 (0.78%) Microsoft Certification
15 59 (0.75%) AWS Certified Cloud Practitioner
16 47 (0.60%) AWS Certified Solutions Architect
17 39 (0.50%) Cisco Certification
18 32 (0.41%) CISM
19 26 (0.33%) TOGAF Certification
20 20 (0.26%) Network+ Certification
Quality Assurance & Compliance
1 408 (5.21%) Accessibility
2 366 (4.68%) Data Quality
3 232 (2.96%) GDPR
4 225 (2.87%) QA
5 110 (1.41%) ISO/IEC 27001
6 92 (1.18%) GRC
7 79 (1.01%) NIST
8 77 (0.98%) WCAG
9 56 (0.72%) SLA
10 52 (0.66%) California Consumer Privacy Act
11 37 (0.47%) IFRS
12 35 (0.45%) Cyber Essentials
12 35 (0.45%) PMO
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 14 (0.18%) NCSC
System Software
1 401 (5.12%) Docker
2 120 (1.53%) 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
1 421 (5.38%) Kubernetes
2 331 (4.23%) Terraform
3 74 (0.95%) Microsoft Intune
4 58 (0.74%) Ansible
5 56 (0.72%) 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%) vCenter Server
Vendors
1 2,098 (26.80%) Microsoft
2 338 (4.32%) Databricks
3 263 (3.36%) Adobe
4 260 (3.32%) Google
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 92 (1.18%) ServiceNow
11 89 (1.14%) SAP
12 81 (1.03%) 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%) CrowdStrike
18 39 (0.50%) Sage
19 38 (0.49%) Palo Alto