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 1 August 2026, with comparisons to the same periods in the previous two years.

6 months to
1 Aug 2026
Same period 2025 Same period 2024
Rank 7 13 43
Rank change year-on-year +6 +30 +62
Permanent jobs citing AI 8,889 4,943 4,061
As % of all permanent jobs in the UK 8.61% 9.98% 4.73%
As % of the Processes & Methodologies category 11.69% 11.15% 5.82%
Number of salaries quoted 4,891 1,553 1,789
10th Percentile £40,000 £25,313 £41,250
25th Percentile £51,250 £45,750 £53,818
Median annual salary (50th Percentile) £71,000 £67,500 £71,991
Median % change year-on-year +5.19% -6.24% -4.01%
75th Percentile £95,000 £97,500 £95,000
90th Percentile £110,000 £117,500 £115,000
UK excluding London median annual salary £65,000 £60,000 £63,500
% change year-on-year +8.33% -5.51% -8.56%

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 76,038 44,320 69,725
As % of all permanent jobs advertised in the UK 73.68% 89.51% 81.15%
Number of salaries quoted 52,466 25,228 46,329
10th Percentile £30,603 £28,500 £30,500
25th Percentile £41,250 £37,500 £40,500
Median annual salary (50th Percentile) £60,000 £55,000 £55,000
Median % change year-on-year +9.09% - -8.41%
75th Percentile £78,750 £76,250 £75,000
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 1 August 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 1 August 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 7,918 £70,752 +1.07% 6,922
UK excluding London -4 5,181 £65,000 +8.33% 3,040
London +15 3,140 £85,000 -5.56% 4,534
Work from Home 0 2,819 £70,000 +16.67% 3,098
North of England +12 1,568 £65,500 +19.09% 719
South East -1 1,161 £60,000 +41.18% 918
Midlands -9 811 £57,000 -5.00% 324
North West +26 786 £67,500 +12.50% 467
South West +3 591 £62,500 +8.70% 347
Yorkshire 0 545 £65,000 +85.71% 177
West Midlands -5 526 £60,000 - 224
East of England +24 520 £60,000 -9.37% 283
East Midlands -15 284 £52,500 -16.00% 100
Scotland -1 253 £70,000 +7.69% 243
North East +1 237 £65,000 +106.35% 80
Wales +16 178 £65,000 +18.18% 142
Northern Ireland +4 126 £74,830 -14.48% 99

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
1 195 (2.19%) SharePoint
2 127 (1.43%) Apache Spark
3 124 (1.39%) Apache Airflow
4 88 (0.99%) Confluence
5 81 (0.91%) CMS
6 77 (0.87%) Apache
7 59 (0.66%) Jupyter
8 56 (0.63%) Microsoft Exchange
9 37 (0.42%) WordPress
10 30 (0.34%) SAS
11 26 (0.29%) Palantir Foundry
12 24 (0.27%) ArcGIS
13 9 (0.10%) Camunda
13 9 (0.10%) Sitecore CMS
14 8 (0.090%) OpenStack
15 7 (0.079%) Adobe Experience Manager
15 7 (0.079%) Headless CMS
16 6 (0.067%) Oracle SOA Suite
17 5 (0.056%) Apache Pig
17 5 (0.056%) nginx
Applications
1 917 (10.32%) Microsoft Excel
2 128 (1.44%) Chatbot
3 82 (0.92%) Microsoft Office
4 54 (0.61%) Microsoft PowerPoint
5 44 (0.49%) UserZoom
6 29 (0.33%) MS Visio
7 20 (0.22%) Spreadsheet
8 18 (0.20%) Adobe After Effects
8 18 (0.20%) 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 (0.090%) LaTeX
13 6 (0.067%) Adobe Premiere
13 6 (0.067%) SPSS
14 5 (0.056%) Camtasia
14 5 (0.056%) Microsoft Project
15 4 (0.045%) CapCut
15 4 (0.045%) Sketch
Business Applications
1 71 (0.80%) Dynamics CRM
2 50 (0.56%) SAP S/4HANA
3 29 (0.33%) Dynamics GP
4 24 (0.27%) Cloudability
5 21 (0.24%) NetSuite
6 9 (0.10%) Payment Gateway
6 9 (0.10%) SAP MDG
7 8 (0.090%) Sage 50
7 8 (0.090%) Shopify
8 7 (0.079%) Distributed Ledger
8 7 (0.079%) Relativity
9 6 (0.067%) Dynamics NAV
10 5 (0.056%) Elite 3E
10 5 (0.056%) Oracle ERP
11 4 (0.045%) Carpe Diem
11 4 (0.045%) Dynamics AX
11 4 (0.045%) Sage 200
12 3 (0.034%) Oracle EBS
12 3 (0.034%) Q-Pulse
12 3 (0.034%) Salesforce CRM
Cloud Services
1 2,949 (33.18%) Azure
2 1,521 (17.11%) AWS
3 1,447 (16.28%) Azure AI
4 1,439 (16.19%) Power Platform
5 643 (7.23%) SaaS
6 563 (6.33%) GCP
7 389 (4.38%) Microsoft 365
8 379 (4.26%) GitHub
9 309 (3.48%) Azure DevOps
10 293 (3.30%) Microsoft Copilot
11 283 (3.18%) Snowflake
12 269 (3.03%) Serverless
13 219 (2.46%) Anthropic Claude
14 199 (2.24%) Cloud Computing
15 188 (2.11%) Entra ID
16 184 (2.07%) GitHub Copilot
17 177 (1.99%) Power Automate
18 173 (1.95%) Adobe Analytics
19 148 (1.66%) Azure Synapse Analytics
20 139 (1.56%) Amazon S3
Communications & Networking
1 323 (3.63%) Broadband
2 105 (1.18%) Internet
3 88 (0.99%) Firewall
4 78 (0.88%) Network Security
5 74 (0.83%) VPN
6 57 (0.64%) DNS
7 36 (0.40%) WAN
8 29 (0.33%) TCP/IP
9 28 (0.31%) VLAN
10 26 (0.29%) BGP
11 19 (0.21%) HTTP
11 19 (0.21%) MQTT
11 19 (0.21%) VoIP
12 18 (0.20%) DHCP
12 18 (0.20%) OSPF
13 15 (0.17%) CTI
13 15 (0.17%) Wireless
14 13 (0.15%) VXLAN
15 12 (0.13%) LAN
16 10 (0.11%) SMS
Database & Business Intelligence
1 1,187 (13.35%) Power BI
2 944 (10.62%) Tableau
3 280 (3.15%) MongoDB
4 247 (2.78%) Data Warehouse
5 228 (2.56%) SQL Server
6 204 (2.29%) PostgreSQL
7 198 (2.23%) Azure SQL Database
8 190 (2.14%) Data Lake
9 160 (1.80%) Metadata
10 139 (1.56%) NoSQL
11 115 (1.29%) Big Data
12 99 (1.11%) Relational Database
13 97 (1.09%) MySQL
14 85 (0.96%) BigQuery
15 69 (0.78%) Elasticsearch
16 60 (0.67%) Redis
17 57 (0.64%) Amazon Redshift
17 57 (0.64%) Looker
18 53 (0.60%) Delta Lake
19 50 (0.56%) Semantic Layer
Development Applications
1 291 (3.27%) Git
2 143 (1.61%) Claude Code
3 139 (1.56%) JIRA
4 107 (1.20%) Jenkins
5 91 (1.02%) GitLab
6 65 (0.73%) MLflow
7 60 (0.67%) Visual Studio Code
8 41 (0.46%) Selenium
9 30 (0.34%) JUnit
10 28 (0.31%) Postman
11 27 (0.30%) Snyk
12 26 (0.29%) IBM UrbanCode
13 24 (0.27%) Maven
14 21 (0.24%) Cypress.io
15 14 (0.16%) Mockito
16 13 (0.15%) Vite
17 12 (0.13%) Spock
18 11 (0.12%) Cucumber
18 11 (0.12%) JMeter
18 11 (0.12%) SpecFlow
General
1 2,883 (32.43%) Social Skills
2 1,804 (20.29%) Finance
3 858 (9.65%) Analytical Skills
4 664 (7.47%) Marketing
5 620 (6.97%) Inclusion and Diversity
6 472 (5.31%) Legal
7 445 (5.01%) Public Sector
8 429 (4.83%) Law
9 351 (3.95%) Games
10 344 (3.87%) Retail
11 332 (3.73%) Banking
12 213 (2.40%) Manufacturing
13 202 (2.27%) Influencing Skills
14 181 (2.04%) Organisational Skills
15 115 (1.29%) Presentation Skills
16 112 (1.26%) Advertising
17 109 (1.23%) Financial Institution
18 89 (1.00%) Telecoms
19 84 (0.94%) Legal Technology
20 74 (0.83%) Automotive
Job Titles
1 1,459 (16.41%) Senior
2 1,151 (12.95%) Analyst
3 941 (10.59%) Lead
4 876 (9.85%) Developer
5 860 (9.67%) Architect
6 849 (9.55%) Data Analyst
7 824 (9.27%) Junior
8 777 (8.74%) Junior Analyst
9 772 (8.68%) Junior Data Analyst
10 693 (7.80%) Artificial Intelligence Engineer
11 543 (6.11%) Software Engineer
12 363 (4.08%) Consultant
13 354 (3.98%) Data Engineer
14 346 (3.89%) Solutions Architect
15 235 (2.64%) Python Engineer
16 222 (2.50%) Data Scientist
17 210 (2.36%) Senior Manager
18 207 (2.33%) .NET Developer
19 193 (2.17%) Artificial Intelligence Architect
20 188 (2.11%) Data Architect
Libraries, Frameworks & Software Standards
1 493 (5.55%) React
2 442 (4.97%) .NET
3 245 (2.76%) Node.js
4 239 (2.69%) REST
5 238 (2.68%) CSS
6 229 (2.58%) HTML
7 219 (2.46%) LangChain
8 213 (2.40%) RESTful
9 204 (2.29%) ASP.NET
10 187 (2.10%) ASP.NET Core
11 183 (2.06%) Kafka
12 180 (2.02%) PyTorch
13 177 (1.99%) .NET Core
14 156 (1.75%) ML.NET
15 131 (1.47%) TensorFlow
16 128 (1.44%) scikit-learn
17 125 (1.41%) Blazor
17 125 (1.41%) FastAPI
18 122 (1.37%) Next.js
19 116 (1.30%) PySpark
Miscellaneous
1 609 (6.85%) Cloud Native
2 511 (5.75%) AI Agents
3 350 (3.94%) Onboarding
4 292 (3.28%) Social Media
5 284 (3.19%) Distributed Systems
6 266 (2.99%) Product Ownership
7 213 (2.40%) Algorithms
8 166 (1.87%) Self-Motivation
9 160 (1.80%) Management Information System
10 140 (1.57%) Robotics
11 139 (1.56%) Low-Code
12 133 (1.50%) Blog
13 121 (1.36%) Data Centre
14 114 (1.28%) Enterprise Software
15 98 (1.10%) Mobile App
16 95 (1.07%) Legacy Systems
17 92 (1.03%) Greenfield Project
18 87 (0.98%) Virtual Team
19 79 (0.89%) IoT
20 76 (0.85%) Security Posture
Operating Systems
1 203 (2.28%) Linux
2 194 (2.18%) Windows
3 71 (0.80%) Android
4 63 (0.71%) Windows Server
5 46 (0.52%) Apple iOS
6 23 (0.26%) VMS
7 15 (0.17%) Mac OS
7 15 (0.17%) Unix
8 14 (0.16%) Ubuntu
9 6 (0.067%) Debian
10 5 (0.056%) Kali Linux
11 4 (0.045%) Embedded Linux
12 3 (0.034%) Gentoo
12 3 (0.034%) Windows Server 2019
13 2 (0.022%) Red Hat Enterprise Linux
13 2 (0.022%) Solaris
13 2 (0.022%) Windows 10
13 2 (0.022%) Windows Server 2016
14 1 (0.011%) AIX
14 1 (0.011%) Alpine Linux
Processes & Methodologies
1 1,882 (21.17%) Machine Learning
2 1,849 (20.80%) Analytics
3 1,528 (17.19%) Agile
4 1,367 (15.38%) Business Intelligence
5 1,289 (14.50%) Roadmaps
6 1,244 (13.99%) CI/CD
7 1,237 (13.92%) Software Engineering
8 1,063 (11.96%) Problem-Solving
9 1,039 (11.69%) Continuous Improvement
10 1,013 (11.40%) Decision-Making
11 986 (11.09%) LLM
12 927 (10.43%) Mentoring
13 894 (10.06%) DevOps
14 771 (8.67%) Generative AI
15 736 (8.28%) Data Science
16 715 (8.04%) Full-Stack Development
17 654 (7.36%) Stakeholder Management
18 582 (6.55%) Data Engineering
19 553 (6.22%) Data Modelling
20 529 (5.95%) Artificial Intelligence Engineering
Programming Languages
1 3,068 (34.51%) Python
2 1,906 (21.44%) SQL
3 519 (5.84%) C#
3 519 (5.84%) JavaScript
4 418 (4.70%) TypeScript
5 382 (4.30%) Java
6 178 (2.00%) C++
7 134 (1.51%) PowerShell
8 103 (1.16%) Bash
9 95 (1.07%) Go
10 73 (0.82%) Bicep
11 65 (0.73%) PHP
12 64 (0.72%) C
13 54 (0.61%) R
14 52 (0.58%) Scala
15 49 (0.55%) Rust
16 46 (0.52%) Kotlin
17 44 (0.49%) Ruby
18 35 (0.39%) Data Analysis Expressions
19 27 (0.30%) Kusto Query Language
Qualifications
1 1,202 (13.52%) Azure Certification
2 908 (10.21%) Degree
3 563 (6.33%) Security Cleared
4 329 (3.70%) SC Cleared
5 236 (2.65%) Computer Science Degree
6 186 (2.09%) AWS Certification
7 171 (1.92%) Master's Degree
8 162 (1.82%) DV Cleared
9 119 (1.34%) CISSP
10 108 (1.21%) PhD
11 92 (1.03%) ACCA
12 85 (0.96%) CISM
13 75 (0.84%) Microsoft Certification
14 73 (0.82%) CIMA
15 70 (0.79%) DBS Check
16 66 (0.74%) AWS Certified Solutions Architect
17 57 (0.64%) AWS Certified Cloud Practitioner
18 55 (0.62%) A+ Certification
18 55 (0.62%) Network+ Certification
19 42 (0.47%) Cisco Certification
Quality Assurance & Compliance
1 449 (5.05%) Data Quality
2 427 (4.80%) Accessibility
3 288 (3.24%) QA
4 260 (2.92%) GDPR
5 136 (1.53%) ISO/IEC 27001
6 101 (1.14%) GRC
7 94 (1.06%) NIST
8 83 (0.93%) WCAG
9 74 (0.83%) SLA
10 51 (0.57%) California Consumer Privacy Act
11 47 (0.53%) Cyber Essentials
12 36 (0.40%) PMO
13 33 (0.37%) IFRS
14 32 (0.36%) PCI DSS
15 25 (0.28%) EU AI Act
16 24 (0.27%) Cyber Essentials PLUS
17 22 (0.25%) HIPAA
17 22 (0.25%) SOC 2
18 20 (0.22%) NCSC
19 18 (0.20%) Actionable Recommendations
System Software
1 502 (5.65%) Docker
2 154 (1.73%) Active Directory
3 99 (1.11%) Virtual Machines
4 37 (0.42%) VMware Infrastructure
5 22 (0.25%) Firmware
6 20 (0.22%) Virtual Desktop
7 18 (0.20%) vSphere
8 13 (0.15%) Hyper-V
9 11 (0.12%) Embedded Firmware
10 8 (0.090%) Ceph
11 6 (0.067%) IAG
12 2 (0.022%) Slurm Workload Manager
12 2 (0.022%) VMware NSX
13 1 (0.011%) Apache Flume
13 1 (0.011%) Kamailio
13 1 (0.011%) ProxySG
13 1 (0.011%) VMware ESXi
Systems Management
1 508 (5.71%) Kubernetes
2 400 (4.50%) Terraform
3 126 (1.42%) Microsoft Intune
4 70 (0.79%) Ansible
5 65 (0.73%) Grafana
6 58 (0.65%) Prometheus
7 22 (0.25%) Puppet
8 21 (0.24%) Argo
9 19 (0.21%) Single Sign-On
10 18 (0.20%) Podman
11 17 (0.19%) Kubeflow
12 12 (0.13%) Progress Chef
13 11 (0.12%) Istio
14 7 (0.079%) Check_MK
14 7 (0.079%) Nagios
15 6 (0.067%) Control-M
15 6 (0.067%) Hadoop YARN
16 5 (0.056%) Autotask
16 5 (0.056%) Microsoft Clustering
16 5 (0.056%) Proxmox
Vendors
1 2,239 (25.19%) Microsoft
2 408 (4.59%) Databricks
3 325 (3.66%) Google
4 249 (2.80%) Adobe
5 238 (2.68%) OpenAI
6 145 (1.63%) Salesforce
7 137 (1.54%) Dell
8 120 (1.35%) Oracle
9 117 (1.32%) SAP
10 114 (1.28%) Cisco
11 107 (1.20%) ServiceNow
12 89 (1.00%) Foundry
13 65 (0.73%) HubSpot
14 57 (0.64%) Apple
14 57 (0.64%) CyberArk
15 51 (0.57%) Facebook
15 51 (0.57%) Informatica
16 44 (0.49%) VMware
17 42 (0.47%) Palo Alto
17 42 (0.47%) Sage