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

6 months to
29 Jul 2026
Same period 2025 Same period 2024
Rank 7 13 44
Rank change year-on-year +6 +31 +62
Permanent jobs citing AI 8,751 4,921 4,078
As % of all permanent jobs in the UK 8.60% 9.97% 4.68%
As % of the Processes & Methodologies category 11.69% 11.13% 5.76%
Number of salaries quoted 4,785 1,531 1,803
10th Percentile £40,000 £25,313 £40,250
25th Percentile £51,250 £46,000 £53,818
Median annual salary (50th Percentile) £70,752 £67,500 £70,000
Median % change year-on-year +4.82% -3.57% -6.67%
75th Percentile £95,000 £97,500 £93,750
90th Percentile £111,250 £117,500 £115,000
UK excluding London median annual salary £63,750 £60,000 £64,550
% change year-on-year +6.25% -7.05% -6.75%

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 74,889 44,229 70,800
As % of all permanent jobs advertised in the UK 73.63% 89.64% 81.30%
Number of salaries quoted 51,640 25,065 47,390
10th Percentile £30,500 £28,750 £30,000
25th Percentile £41,250 £37,500 £40,000
Median annual salary (50th Percentile) £60,000 £55,000 £55,000
Median % change year-on-year +9.09% - -8.33%
75th Percentile £78,750 £76,250 £73,750
90th Percentile £100,000 £97,500 £95,000
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 29 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 29 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 +8 7,794 £70,150 +0.21% 4,816
UK excluding London -3 5,127 £63,750 +6.25% 2,187
London +15 3,065 £85,000 -5.56% 3,138
Work from Home 0 2,769 £70,000 +16.67% 1,860
North of England +11 1,560 £65,500 +19.09% 551
South East -1 1,143 £60,000 +37.14% 721
Midlands -9 801 £57,500 -4.17% 249
North West +26 780 £70,000 +16.67% 332
South West +4 585 £62,500 +4.17% 247
Yorkshire 0 549 £65,000 +85.71% 148
East of England +25 515 £60,000 -9.37% 211
West Midlands -5 515 £60,000 - 163
East Midlands -15 285 £52,500 -16.00% 86
Scotland -1 252 £70,000 +7.69% 135
North East +2 231 £65,000 +106.35% 76
Wales +14 172 £65,000 +18.18% 58
Northern Ireland +7 127 £74,830 -14.48% 45

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
1 192 (2.19%) SharePoint
2 121 (1.38%) Apache Airflow
2 121 (1.38%) Apache Spark
3 81 (0.93%) Confluence
4 78 (0.89%) CMS
5 73 (0.83%) Apache
6 61 (0.70%) Jupyter
7 54 (0.62%) Microsoft Exchange
8 37 (0.42%) WordPress
9 30 (0.34%) SAS
10 26 (0.30%) Palantir Foundry
11 24 (0.27%) ArcGIS
12 9 (0.10%) Camunda
12 9 (0.10%) Sitecore CMS
13 8 (0.091%) OpenStack
14 7 (0.080%) Adobe Experience Manager
14 7 (0.080%) Headless CMS
15 5 (0.057%) Apache Pig
15 5 (0.057%) ColdFusion
15 5 (0.057%) Oracle SOA Suite
Applications
1 960 (10.97%) Microsoft Excel
2 131 (1.50%) Chatbot
3 80 (0.91%) Microsoft Office
4 51 (0.58%) Microsoft PowerPoint
5 44 (0.50%) UserZoom
6 27 (0.31%) MS Visio
7 20 (0.23%) Spreadsheet
8 18 (0.21%) Adobe After Effects
8 18 (0.21%) Adobe Creative Suite
9 17 (0.19%) Adobe Illustrator
9 17 (0.19%) Photoshop
10 13 (0.15%) InDesign
11 9 (0.10%) Simulink
12 8 (0.091%) LaTeX
13 6 (0.069%) SPSS
14 5 (0.057%) Adobe Premiere
14 5 (0.057%) Camtasia
14 5 (0.057%) Microsoft Project
15 4 (0.046%) CapCut
15 4 (0.046%) Sketch
Business Applications
1 70 (0.80%) Dynamics CRM
2 50 (0.57%) SAP S/4HANA
3 29 (0.33%) Dynamics GP
4 24 (0.27%) Cloudability
5 21 (0.24%) NetSuite
6 9 (0.10%) SAP MDG
7 8 (0.091%) Distributed Ledger
7 8 (0.091%) Payment Gateway
7 8 (0.091%) Sage 50
8 7 (0.080%) Relativity
9 6 (0.069%) Dynamics NAV
9 6 (0.069%) Shopify
10 5 (0.057%) Elite 3E
10 5 (0.057%) Oracle ERP
11 4 (0.046%) Carpe Diem
11 4 (0.046%) Dynamics AX
11 4 (0.046%) Sage 200
12 3 (0.034%) Oracle EBS
12 3 (0.034%) Q-Pulse
12 3 (0.034%) Salesforce CRM
Cloud Services
1 2,971 (33.95%) Azure
2 1,500 (17.14%) Azure AI
3 1,478 (16.89%) AWS
4 1,476 (16.87%) Power Platform
5 627 (7.16%) SaaS
6 545 (6.23%) GCP
7 385 (4.40%) Microsoft 365
8 368 (4.21%) GitHub
9 304 (3.47%) Azure DevOps
10 286 (3.27%) Microsoft Copilot
11 274 (3.13%) Snowflake
12 261 (2.98%) Serverless
13 213 (2.43%) Anthropic Claude
14 202 (2.31%) Cloud Computing
15 185 (2.11%) Entra ID
16 176 (2.01%) GitHub Copilot
17 173 (1.98%) Adobe Analytics
18 172 (1.97%) Power Automate
19 146 (1.67%) Azure Synapse Analytics
20 133 (1.52%) Amazon S3
Communications & Networking
1 322 (3.68%) Broadband
2 106 (1.21%) Internet
3 86 (0.98%) Firewall
4 76 (0.87%) Network Security
5 75 (0.86%) VPN
6 55 (0.63%) DNS
7 36 (0.41%) WAN
8 27 (0.31%) TCP/IP
9 26 (0.30%) BGP
9 26 (0.30%) VLAN
10 19 (0.22%) HTTP
10 19 (0.22%) VoIP
11 18 (0.21%) MQTT
11 18 (0.21%) OSPF
12 17 (0.19%) DHCP
13 15 (0.17%) CTI
13 15 (0.17%) Wireless
14 13 (0.15%) VXLAN
15 12 (0.14%) LAN
16 10 (0.11%) SMS
Database & Business Intelligence
1 1,230 (14.06%) Power BI
2 996 (11.38%) Tableau
3 277 (3.17%) MongoDB
4 242 (2.77%) Data Warehouse
5 229 (2.62%) SQL Server
6 201 (2.30%) PostgreSQL
7 195 (2.23%) Azure SQL Database
8 188 (2.15%) Data Lake
9 154 (1.76%) Metadata
10 136 (1.55%) NoSQL
11 111 (1.27%) Big Data
12 98 (1.12%) Relational Database
13 96 (1.10%) MySQL
14 83 (0.95%) BigQuery
15 69 (0.79%) Elasticsearch
16 60 (0.69%) Redis
17 55 (0.63%) Looker
18 54 (0.62%) Amazon Redshift
19 51 (0.58%) Delta Lake
20 50 (0.57%) Semantic Layer
Development Applications
1 287 (3.28%) Git
2 138 (1.58%) Claude Code
3 128 (1.46%) JIRA
4 105 (1.20%) Jenkins
5 86 (0.98%) GitLab
6 65 (0.74%) MLflow
7 61 (0.70%) Visual Studio Code
8 40 (0.46%) Selenium
9 27 (0.31%) JUnit
10 26 (0.30%) IBM UrbanCode
10 26 (0.30%) Postman
10 26 (0.30%) Snyk
11 22 (0.25%) Maven
12 19 (0.22%) Cypress.io
13 13 (0.15%) Mockito
13 13 (0.15%) Vite
14 12 (0.14%) SpecFlow
15 11 (0.13%) Cucumber
15 11 (0.13%) JMeter
16 10 (0.11%) Spock
General
1 2,883 (32.94%) Social Skills
2 1,740 (19.88%) Finance
3 813 (9.29%) Analytical Skills
4 632 (7.22%) Marketing
5 598 (6.83%) Inclusion and Diversity
6 462 (5.28%) Legal
7 428 (4.89%) Public Sector
8 413 (4.72%) Law
9 348 (3.98%) Games
10 336 (3.84%) Retail
11 330 (3.77%) Banking
12 206 (2.35%) Manufacturing
13 191 (2.18%) Influencing Skills
14 175 (2.00%) Organisational Skills
15 110 (1.26%) Advertising
16 107 (1.22%) Presentation Skills
17 103 (1.18%) Financial Institution
18 88 (1.01%) Telecoms
19 85 (0.97%) Legal Technology
20 74 (0.85%) Automotive
Job Titles
1 1,419 (16.22%) Senior
2 1,196 (13.67%) Analyst
3 920 (10.51%) Lead
4 902 (10.31%) Data Analyst
5 877 (10.02%) Junior
6 858 (9.80%) Developer
7 847 (9.68%) Architect
8 832 (9.51%) Junior Analyst
9 827 (9.45%) Junior Data Analyst
10 686 (7.84%) Artificial Intelligence Engineer
11 528 (6.03%) Software Engineer
12 357 (4.08%) Consultant
13 342 (3.91%) Data Engineer
14 341 (3.90%) Solutions Architect
15 230 (2.63%) Python Engineer
16 214 (2.45%) Data Scientist
17 205 (2.34%) .NET Developer
18 202 (2.31%) Senior Manager
19 187 (2.14%) Artificial Intelligence Architect
20 186 (2.13%) Data Architect
Libraries, Frameworks & Software Standards
1 475 (5.43%) React
2 442 (5.05%) .NET
3 240 (2.74%) Node.js
4 237 (2.71%) CSS
5 229 (2.62%) REST
6 228 (2.61%) HTML
7 211 (2.41%) RESTful
8 210 (2.40%) LangChain
9 202 (2.31%) ASP.NET
10 185 (2.11%) ASP.NET Core
11 178 (2.03%) Kafka
12 177 (2.02%) PyTorch
13 173 (1.98%) .NET Core
14 154 (1.76%) ML.NET
15 130 (1.49%) scikit-learn
16 128 (1.46%) TensorFlow
17 125 (1.43%) FastAPI
18 123 (1.41%) Blazor
19 115 (1.31%) Next.js
19 115 (1.31%) PySpark
Miscellaneous
1 600 (6.86%) Cloud Native
2 486 (5.55%) AI Agents
3 330 (3.77%) Onboarding
4 287 (3.28%) Social Media
5 281 (3.21%) Distributed Systems
6 263 (3.01%) Product Ownership
7 207 (2.37%) Algorithms
8 159 (1.82%) Self-Motivation
9 154 (1.76%) Management Information System
10 136 (1.55%) Low-Code
11 134 (1.53%) Robotics
12 125 (1.43%) Blog
13 119 (1.36%) Data Centre
14 110 (1.26%) Enterprise Software
15 95 (1.09%) Mobile App
16 94 (1.07%) Legacy Systems
17 88 (1.01%) Greenfield Project
18 86 (0.98%) Virtual Team
19 77 (0.88%) IoT
20 76 (0.87%) Security Posture
Operating Systems
1 198 (2.26%) Linux
2 191 (2.18%) Windows
3 67 (0.77%) Android
4 59 (0.67%) Windows Server
5 44 (0.50%) Apple iOS
6 22 (0.25%) VMS
7 15 (0.17%) Mac OS
8 14 (0.16%) Unix
9 12 (0.14%) Ubuntu
10 5 (0.057%) Debian
10 5 (0.057%) Kali Linux
11 4 (0.046%) Embedded Linux
12 3 (0.034%) Gentoo
12 3 (0.034%) Windows Server 2019
13 2 (0.023%) Red Hat Enterprise Linux
13 2 (0.023%) Solaris
13 2 (0.023%) Windows 10
13 2 (0.023%) Windows Server 2016
14 1 (0.011%) AIX
14 1 (0.011%) Alpine Linux
Processes & Methodologies
1 1,827 (20.88%) Machine Learning
2 1,793 (20.49%) Analytics
3 1,482 (16.94%) Agile
4 1,402 (16.02%) Business Intelligence
5 1,262 (14.42%) Roadmaps
6 1,209 (13.82%) CI/CD
7 1,199 (13.70%) Software Engineering
8 1,024 (11.70%) Problem-Solving
9 997 (11.39%) Continuous Improvement
10 983 (11.23%) Decision-Making
11 957 (10.94%) LLM
12 910 (10.40%) Mentoring
13 875 (10.00%) DevOps
14 744 (8.50%) Generative AI
15 704 (8.04%) Data Science
16 700 (8.00%) Full-Stack Development
17 621 (7.10%) Stakeholder Management
18 570 (6.51%) Data Engineering
19 544 (6.22%) Data Modelling
20 529 (6.05%) Artificial Intelligence Engineering
Programming Languages
1 3,089 (35.30%) Python
2 1,934 (22.10%) SQL
3 518 (5.92%) C#
4 511 (5.84%) JavaScript
5 403 (4.61%) TypeScript
6 375 (4.29%) Java
7 173 (1.98%) C++
8 130 (1.49%) PowerShell
9 101 (1.15%) Bash
10 95 (1.09%) Go
11 73 (0.83%) Bicep
12 63 (0.72%) C
13 62 (0.71%) PHP
14 51 (0.58%) Scala
15 50 (0.57%) R
16 47 (0.54%) Rust
17 44 (0.50%) Ruby
18 43 (0.49%) Kotlin
19 35 (0.40%) Data Analysis Expressions
20 27 (0.31%) Kusto Query Language
Qualifications
1 1,254 (14.33%) Azure Certification
2 881 (10.07%) Degree
3 540 (6.17%) Security Cleared
4 314 (3.59%) SC Cleared
5 225 (2.57%) Computer Science Degree
6 186 (2.13%) AWS Certification
7 163 (1.86%) Master's Degree
8 157 (1.79%) DV Cleared
9 117 (1.34%) CISSP
10 105 (1.20%) PhD
11 92 (1.05%) ACCA
12 83 (0.95%) CISM
13 73 (0.83%) CIMA
14 70 (0.80%) DBS Check
14 70 (0.80%) Microsoft Certification
15 66 (0.75%) AWS Certified Solutions Architect
16 59 (0.67%) AWS Certified Cloud Practitioner
17 55 (0.63%) A+ Certification
17 55 (0.63%) Network+ Certification
18 42 (0.48%) Cisco Certification
Quality Assurance & Compliance
1 431 (4.93%) Data Quality
2 423 (4.83%) Accessibility
3 281 (3.21%) QA
4 253 (2.89%) GDPR
5 127 (1.45%) ISO/IEC 27001
6 97 (1.11%) GRC
7 91 (1.04%) NIST
8 82 (0.94%) WCAG
9 71 (0.81%) SLA
10 51 (0.58%) California Consumer Privacy Act
11 43 (0.49%) Cyber Essentials
12 36 (0.41%) PMO
13 33 (0.38%) IFRS
14 31 (0.35%) PCI DSS
15 25 (0.29%) EU AI Act
16 22 (0.25%) Cyber Essentials PLUS
16 22 (0.25%) HIPAA
16 22 (0.25%) SOC 2
17 18 (0.21%) ISO/IEC 42001
17 18 (0.21%) NCSC
System Software
1 483 (5.52%) Docker
2 152 (1.74%) Active Directory
3 99 (1.13%) Virtual Machines
4 33 (0.38%) VMware Infrastructure
5 22 (0.25%) Firmware
6 20 (0.23%) Virtual Desktop
7 17 (0.19%) vSphere
8 11 (0.13%) Embedded Firmware
8 11 (0.13%) Hyper-V
9 7 (0.080%) Ceph
10 6 (0.069%) IAG
11 2 (0.023%) VMware NSX
12 1 (0.011%) Apache Flume
12 1 (0.011%) Kamailio
12 1 (0.011%) ProxySG
12 1 (0.011%) Slurm Workload Manager
Systems Management
1 497 (5.68%) Kubernetes
2 388 (4.43%) Terraform
3 123 (1.41%) Microsoft Intune
4 70 (0.80%) Ansible
5 62 (0.71%) Grafana
6 57 (0.65%) Prometheus
7 21 (0.24%) Argo
8 20 (0.23%) Puppet
8 20 (0.23%) Single Sign-On
9 17 (0.19%) Podman
10 16 (0.18%) Kubeflow
11 12 (0.14%) Progress Chef
12 11 (0.13%) Istio
13 7 (0.080%) Check_MK
13 7 (0.080%) Nagios
14 6 (0.069%) Control-M
14 6 (0.069%) Hadoop YARN
15 5 (0.057%) Autotask
15 5 (0.057%) Functional Safety
15 5 (0.057%) Proxmox
Vendors
1 2,263 (25.86%) Microsoft
2 401 (4.58%) Databricks
3 304 (3.47%) Google
4 246 (2.81%) Adobe
5 231 (2.64%) OpenAI
6 141 (1.61%) Salesforce
7 136 (1.55%) Dell
8 117 (1.34%) Oracle
9 113 (1.29%) Cisco
10 112 (1.28%) SAP
11 103 (1.18%) ServiceNow
12 89 (1.02%) Foundry
13 63 (0.72%) HubSpot
14 58 (0.66%) CyberArk
15 55 (0.63%) Apple
16 47 (0.54%) Informatica
17 45 (0.51%) Facebook
18 42 (0.48%) Palo Alto
18 42 (0.48%) Sage
19 41 (0.47%) VMware