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

6 months to
21 Jul 2026
Same period 2025 Same period 2024
Rank 8 13 47
Rank change year-on-year +5 +34 +60
Permanent jobs citing AI 8,301 4,927 4,261
As % of all permanent jobs in the UK 8.30% 10.02% 4.55%
As % of the Processes & Methodologies category 11.27% 11.12% 5.56%
Number of salaries quoted 4,574 1,558 1,919
10th Percentile £40,000 £25,313 £40,000
25th Percentile £51,250 £46,250 £53,250
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 £63,954 £63,800
% change year-on-year -2.27% +0.24% -2.37%

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 73,631 44,290 76,685
As % of all permanent jobs advertised in the UK 73.59% 90.03% 81.87%
Number of salaries quoted 50,962 24,903 52,597
10th Percentile £30,500 £28,750 £30,000
25th Percentile £41,250 £37,750 £40,000
Median annual salary (50th Percentile) £60,000 £56,000 £55,000
Median % change year-on-year +7.14% +1.82% -8.84%
75th Percentile £78,750 £76,250 £73,750
90th Percentile £100,000 £98,474 £93,750
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 21 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 21 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 +6 7,412 £70,000 +5.52% 4,350
UK excluding London -5 4,924 £62,500 -2.27% 1,935
London +15 2,847 £85,000 -5.56% 2,894
Work from Home -1 2,629 £70,000 +5.90% 1,707
North of England +13 1,518 £67,445 +22.63% 498
South East -3 1,099 £60,000 +33.33% 659
Midlands -8 771 £55,000 -8.33% 227
North West +26 754 £70,000 +16.67% 314
South West +4 544 £62,500 +4.17% 169
Yorkshire 0 544 £65,000 +114.43% 137
East of England +17 509 £60,000 -9.38% 183
West Midlands -5 492 £59,764 -0.39% 148
East Midlands -18 278 £52,500 -16.00% 79
Scotland -5 230 £70,000 +7.69% 129
North East +1 220 £65,000 +106.35% 50
Wales +16 161 £60,000 +9.09% 51
Northern Ireland +6 121 £74,830 -14.48% 49

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
1 168 (2.02%) SharePoint
2 113 (1.36%) Apache Airflow
2 113 (1.36%) Apache Spark
3 76 (0.92%) CMS
4 73 (0.88%) Confluence
5 66 (0.80%) Jupyter
6 62 (0.75%) Apache
7 50 (0.60%) Microsoft Exchange
8 37 (0.45%) WordPress
9 31 (0.37%) SAS
10 25 (0.30%) ArcGIS
11 23 (0.28%) Palantir Foundry
12 9 (0.11%) Sitecore CMS
13 8 (0.096%) Camunda
14 7 (0.084%) Headless CMS
15 6 (0.072%) Adobe Experience Manager
16 5 (0.060%) Apache Pig
16 5 (0.060%) ColdFusion
16 5 (0.060%) Oracle Workflow
17 3 (0.036%) Oracle SOA Suite
Applications
1 939 (11.31%) Microsoft Excel
2 131 (1.58%) Chatbot
3 70 (0.84%) Microsoft Office
4 47 (0.57%) Microsoft PowerPoint
5 44 (0.53%) UserZoom
6 24 (0.29%) MS Visio
7 21 (0.25%) Spreadsheet
8 18 (0.22%) Adobe After Effects
8 18 (0.22%) Adobe Creative Suite
9 17 (0.20%) Adobe Illustrator
9 17 (0.20%) Photoshop
10 13 (0.16%) InDesign
11 9 (0.11%) Simulink
12 8 (0.096%) LaTeX
13 6 (0.072%) Camtasia
14 5 (0.060%) Adobe Premiere
14 5 (0.060%) Microsoft Project
14 5 (0.060%) SPSS
15 4 (0.048%) CapCut
15 4 (0.048%) Sketch
Business Applications
1 68 (0.82%) Dynamics CRM
2 48 (0.58%) SAP S/4HANA
3 28 (0.34%) Dynamics GP
4 24 (0.29%) Cloudability
5 20 (0.24%) NetSuite
6 8 (0.096%) Payment Gateway
6 8 (0.096%) Sage 50
6 8 (0.096%) SAP MDG
7 6 (0.072%) Relativity
8 5 (0.060%) Dynamics NAV
8 5 (0.060%) Elite 3E
8 5 (0.060%) Oracle ERP
9 4 (0.048%) Carpe Diem
9 4 (0.048%) Dynamics AX
9 4 (0.048%) Sage 200
9 4 (0.048%) Salesforce CRM
9 4 (0.048%) Shopify
9 4 (0.048%) Workday HCM
10 3 (0.036%) Distributed Ledger
10 3 (0.036%) Q-Pulse
Cloud Services
1 2,865 (34.51%) Azure
2 1,493 (17.99%) Azure AI
3 1,414 (17.03%) Power Platform
4 1,382 (16.65%) AWS
5 590 (7.11%) SaaS
6 504 (6.07%) GCP
7 363 (4.37%) Microsoft 365
8 329 (3.96%) GitHub
9 286 (3.45%) Azure DevOps
10 267 (3.22%) Microsoft Copilot
11 250 (3.01%) Serverless
12 245 (2.95%) Snowflake
13 207 (2.49%) Cloud Computing
14 190 (2.29%) Anthropic Claude
15 189 (2.28%) Adobe Analytics
16 181 (2.18%) Entra ID
17 157 (1.89%) GitHub Copilot
18 149 (1.79%) Power Automate
19 139 (1.67%) Azure Synapse Analytics
20 128 (1.54%) Figma
Communications & Networking
1 348 (4.19%) Broadband
2 104 (1.25%) Internet
3 84 (1.01%) Firewall
4 73 (0.88%) VPN
5 71 (0.86%) Network Security
6 54 (0.65%) DNS
7 33 (0.40%) WAN
8 27 (0.33%) VLAN
9 26 (0.31%) TCP/IP
10 25 (0.30%) BGP
11 20 (0.24%) DHCP
11 20 (0.24%) VoIP
12 18 (0.22%) MQTT
13 17 (0.20%) HTTP
13 17 (0.20%) OSPF
14 15 (0.18%) CTI
15 14 (0.17%) Wireless
16 13 (0.16%) VXLAN
17 11 (0.13%) Intranet
18 10 (0.12%) Wi-Fi
Database & Business Intelligence
1 1,193 (14.37%) Power BI
2 979 (11.79%) Tableau
3 272 (3.28%) MongoDB
4 230 (2.77%) Data Warehouse
5 215 (2.59%) SQL Server
6 194 (2.34%) Azure SQL Database
7 180 (2.17%) PostgreSQL
8 175 (2.11%) Data Lake
9 135 (1.63%) Metadata
10 121 (1.46%) NoSQL
11 102 (1.23%) Big Data
12 94 (1.13%) MySQL
13 88 (1.06%) Relational Database
14 81 (0.98%) BigQuery
15 71 (0.86%) Elasticsearch
16 55 (0.66%) Looker
17 52 (0.63%) Redis
18 49 (0.59%) Amazon Redshift
19 48 (0.58%) Amazon RDS
19 48 (0.58%) Semantic Layer
Development Applications
1 248 (2.99%) Git
2 128 (1.54%) Claude Code
3 111 (1.34%) JIRA
4 93 (1.12%) Jenkins
5 81 (0.98%) GitLab
6 62 (0.75%) Visual Studio Code
7 61 (0.73%) MLflow
8 39 (0.47%) Selenium
9 26 (0.31%) Postman
10 25 (0.30%) IBM UrbanCode
10 25 (0.30%) Snyk
11 22 (0.27%) JUnit
12 19 (0.23%) Maven
13 18 (0.22%) Cypress.io
14 13 (0.16%) Vite
15 12 (0.14%) SpecFlow
16 11 (0.13%) Cucumber
16 11 (0.13%) JMeter
17 10 (0.12%) Mockito
18 9 (0.11%) Spock
General
1 2,731 (32.90%) Social Skills
2 1,531 (18.44%) Finance
3 730 (8.79%) Analytical Skills
4 579 (6.98%) Marketing
5 502 (6.05%) Inclusion and Diversity
6 416 (5.01%) Legal
7 400 (4.82%) Public Sector
8 366 (4.41%) Games
9 337 (4.06%) Law
10 309 (3.72%) Retail
11 268 (3.23%) Banking
12 199 (2.40%) Manufacturing
13 169 (2.04%) Influencing Skills
14 159 (1.92%) Organisational Skills
15 109 (1.31%) Advertising
16 99 (1.19%) Presentation Skills
17 86 (1.04%) Financial Institution
18 80 (0.96%) Telecoms
19 78 (0.94%) Legal Technology
20 72 (0.87%) Automotive
Job Titles
1 1,327 (15.99%) Senior
2 1,174 (14.14%) Analyst
3 896 (10.79%) Data Analyst
4 875 (10.54%) Lead
5 870 (10.48%) Junior
6 832 (10.02%) Junior Analyst
7 828 (9.97%) Developer
8 827 (9.96%) Junior Data Analyst
9 798 (9.61%) Architect
10 671 (8.08%) Artificial Intelligence Engineer
11 470 (5.66%) Software Engineer
12 337 (4.06%) Consultant
13 321 (3.87%) Solutions Architect
14 316 (3.81%) Data Engineer
15 219 (2.64%) Python Engineer
16 204 (2.46%) .NET Developer
17 188 (2.26%) Senior Manager
18 187 (2.25%) Data Scientist
19 177 (2.13%) Artificial Intelligence Architect
20 169 (2.04%) Data Architect
Libraries, Frameworks & Software Standards
1 446 (5.37%) React
2 427 (5.14%) .NET
3 234 (2.82%) CSS
4 226 (2.72%) HTML
5 219 (2.64%) Node.js
6 210 (2.53%) RESTful
7 201 (2.42%) REST
8 197 (2.37%) ASP.NET
9 195 (2.35%) LangChain
10 184 (2.22%) ASP.NET Core
11 174 (2.10%) PyTorch
12 169 (2.04%) .NET Core
13 163 (1.96%) Kafka
14 154 (1.86%) ML.NET
15 132 (1.59%) TensorFlow
16 128 (1.54%) scikit-learn
17 122 (1.47%) FastAPI
18 121 (1.46%) Blazor
19 104 (1.25%) PySpark
20 102 (1.23%) Next.js
Miscellaneous
1 559 (6.73%) Cloud Native
2 415 (5.00%) AI Agents
3 317 (3.82%) Onboarding
4 293 (3.53%) Social Media
5 264 (3.18%) Distributed Systems
6 253 (3.05%) Product Ownership
7 188 (2.26%) Algorithms
8 143 (1.72%) Self-Motivation
9 140 (1.69%) Robotics
10 135 (1.63%) Management Information System
11 124 (1.49%) Low-Code
12 115 (1.39%) Data Centre
13 105 (1.26%) Blog
14 98 (1.18%) Mobile App
15 92 (1.11%) Enterprise Software
16 91 (1.10%) Legacy Systems
17 83 (1.00%) Greenfield Project
18 82 (0.99%) Virtual Team
19 75 (0.90%) Security Posture
20 70 (0.84%) IoT
Operating Systems
1 180 (2.17%) Windows
2 177 (2.13%) Linux
3 71 (0.86%) Android
4 57 (0.69%) Windows Server
5 50 (0.60%) Apple iOS
6 24 (0.29%) VMS
7 14 (0.17%) Mac OS
8 11 (0.13%) Ubuntu
8 11 (0.13%) Unix
9 5 (0.060%) Debian
9 5 (0.060%) Kali Linux
10 4 (0.048%) Windows Server 2016
11 3 (0.036%) Embedded Linux
11 3 (0.036%) Gentoo
11 3 (0.036%) Windows Server 2019
12 2 (0.024%) Robot Operating System
13 1 (0.012%) Alpine Linux
13 1 (0.012%) FreeRTOS
13 1 (0.012%) Red Hat Enterprise Linux
13 1 (0.012%) Windows 10
Processes & Methodologies
1 1,694 (20.41%) Machine Learning
2 1,681 (20.25%) Analytics
3 1,399 (16.85%) Agile
4 1,347 (16.23%) Business Intelligence
5 1,216 (14.65%) Roadmaps
6 1,114 (13.42%) CI/CD
7 1,105 (13.31%) Software Engineering
8 935 (11.26%) Problem-Solving
9 907 (10.93%) Decision-Making
10 904 (10.89%) Continuous Improvement
11 878 (10.58%) LLM
12 864 (10.41%) Mentoring
13 824 (9.93%) DevOps
14 703 (8.47%) Generative AI
15 674 (8.12%) Full-Stack Development
16 624 (7.52%) Data Science
17 546 (6.58%) Stakeholder Management
18 538 (6.48%) Data Engineering
19 523 (6.30%) Artificial Intelligence Engineering
20 504 (6.07%) Data Modelling
Programming Languages
1 2,976 (35.85%) Python
2 1,845 (22.23%) SQL
3 491 (5.91%) C#
4 480 (5.78%) JavaScript
5 369 (4.45%) TypeScript
6 341 (4.11%) Java
7 167 (2.01%) C++
8 125 (1.51%) PowerShell
9 101 (1.22%) Bash
10 87 (1.05%) Go
11 70 (0.84%) Bicep
12 62 (0.75%) PHP
13 60 (0.72%) C
14 47 (0.57%) Rust
15 44 (0.53%) Scala
16 42 (0.51%) R
17 41 (0.49%) Ruby
18 35 (0.42%) Kotlin
19 30 (0.36%) Data Analysis Expressions
20 27 (0.33%) Kusto Query Language
Qualifications
1 1,243 (14.97%) Azure Certification
2 812 (9.78%) Degree
3 483 (5.82%) Security Cleared
4 274 (3.30%) SC Cleared
5 204 (2.46%) Computer Science Degree
6 182 (2.19%) AWS Certification
7 143 (1.72%) Master's Degree
8 136 (1.64%) DV Cleared
9 108 (1.30%) CISSP
10 98 (1.18%) PhD
11 87 (1.05%) ACCA
12 72 (0.87%) CISM
12 72 (0.87%) DBS Check
13 67 (0.81%) CIMA
14 65 (0.78%) AWS Certified Solutions Architect
15 63 (0.76%) Microsoft Certification
16 62 (0.75%) AWS Certified Cloud Practitioner
17 54 (0.65%) Network+ Certification
18 52 (0.63%) A+ Certification
19 41 (0.49%) Cisco Certification
Quality Assurance & Compliance
1 425 (5.12%) Accessibility
2 382 (4.60%) Data Quality
3 253 (3.05%) QA
4 245 (2.95%) GDPR
5 117 (1.41%) ISO/IEC 27001
6 92 (1.11%) GRC
7 82 (0.99%) NIST
8 81 (0.98%) WCAG
9 61 (0.73%) SLA
10 52 (0.63%) California Consumer Privacy Act
11 40 (0.48%) Cyber Essentials
12 37 (0.45%) PMO
13 31 (0.37%) IFRS
13 31 (0.37%) PCI DSS
14 23 (0.28%) HIPAA
15 21 (0.25%) SOC 2
16 20 (0.24%) EU AI Act
17 19 (0.23%) Cyber Essentials PLUS
18 16 (0.19%) Sarbanes-Oxley
19 15 (0.18%) NCSC
System Software
1 434 (5.23%) Docker
2 151 (1.82%) Active Directory
3 98 (1.18%) 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 (0.072%) IAG
11 2 (0.024%) Kamailio
12 1 (0.012%) Apache Flume
12 1 (0.012%) VMware NSX
Systems Management
1 448 (5.40%) Kubernetes
2 362 (4.36%) Terraform
3 115 (1.39%) Microsoft Intune
4 60 (0.72%) Ansible
5 57 (0.69%) Grafana
6 48 (0.58%) Prometheus
7 21 (0.25%) Single Sign-On
8 18 (0.22%) Puppet
9 15 (0.18%) Argo
10 13 (0.16%) Kubeflow
11 10 (0.12%) Podman
12 9 (0.11%) Progress Chef
13 7 (0.084%) Nagios
14 6 (0.072%) Control-M
14 6 (0.072%) Hadoop YARN
14 6 (0.072%) Proxmox
15 5 (0.060%) Autotask
15 5 (0.060%) Functional Safety
15 5 (0.060%) SolarWinds Orion
16 4 (0.048%) Nmap
Vendors
1 2,180 (26.26%) Microsoft
2 362 (4.36%) Databricks
3 278 (3.35%) Google
4 265 (3.19%) Adobe
5 211 (2.54%) OpenAI
6 129 (1.55%) Dell
6 129 (1.55%) Salesforce
7 110 (1.33%) Cisco
7 110 (1.33%) SAP
8 108 (1.30%) Oracle
9 97 (1.17%) ServiceNow
10 84 (1.01%) Foundry
11 59 (0.71%) HubSpot
12 54 (0.65%) CyberArk
13 53 (0.64%) Apple
14 44 (0.53%) Informatica
15 41 (0.49%) CrowdStrike
16 40 (0.48%) Palo Alto
16 40 (0.48%) Sage
16 40 (0.48%) VMware