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

6 months to
17 Aug 2026
Same period 2025 Same period 2024
Rank 7 12 40
Rank change year-on-year +5 +28 +59
Permanent jobs citing AI 9,311 5,158 4,036
As % of all permanent jobs in the UK 8.69% 10.28% 4.87%
As % of the Processes & Methodologies category 11.84% 11.53% 6.03%
Number of salaries quoted 5,123 1,513 1,769
10th Percentile £40,000 £26,750 £41,000
25th Percentile £52,500 £45,750 £54,000
Median annual salary (50th Percentile) £72,500 £70,000 £72,500
Median % change year-on-year +3.57% -3.45% -3.33%
75th Percentile £95,000 £97,500 £93,750
90th Percentile £111,250 £117,500 £115,000
UK excluding London median annual salary £65,000 £57,500 £63,500
% change year-on-year +13.04% -9.45% -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 78,635 44,750 66,977
As % of all permanent jobs advertised in the UK 73.41% 89.19% 80.88%
Number of salaries quoted 54,192 25,377 43,044
10th Percentile £30,780 £28,500 £31,250
25th Percentile £41,250 £36,750 £41,250
Median annual salary (50th Percentile) £60,000 £55,000 £55,000
Median % change year-on-year +9.09% - -8.71%
75th Percentile £78,750 £75,000 £75,000
90th Percentile £100,000 £96,750 £95,000
UK excluding London median annual salary £55,000 £47,500 £50,000
% change year-on-year +15.79% -5.00% -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 17 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 17 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 8,243 £72,500 +3.57% 8,181
UK excluding London -3 5,377 £65,000 +13.04% 3,906
London +13 3,341 £85,000 - 5,302
Work from Home 0 2,950 £70,000 +16.67% 3,931
North of England +6 1,591 £65,500 +13.91% 947
South East 0 1,192 £62,500 +47.06% 1,015
Midlands -10 837 £58,375 -2.71% 417
North West +19 825 £70,000 +16.67% 584
South West +8 616 £65,000 +13.04% 467
West Midlands -5 553 £60,000 - 267
East of England +33 538 £60,000 +8.11% 435
Yorkshire -5 515 £65,000 +48.57% 258
East Midlands -17 283 £52,500 -19.23% 149
Scotland -4 269 £70,000 +7.69% 418
North East +1 251 £65,000 +90.24% 109
Wales +10 207 £65,000 +18.18% 76
Northern Ireland +8 151 £74,830 -14.48% 181

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
1 226 (2.43%) SharePoint
2 132 (1.42%) Apache Spark
3 128 (1.37%) Apache Airflow
4 103 (1.11%) Confluence
5 88 (0.95%) Apache
6 87 (0.93%) CMS
7 60 (0.64%) Microsoft Exchange
8 38 (0.41%) WordPress
9 37 (0.40%) Jupyter
10 32 (0.34%) SAS
11 27 (0.29%) Palantir Foundry
12 13 (0.14%) ArcGIS
13 11 (0.12%) Camunda
14 9 (0.097%) Sitecore CMS
15 8 (0.086%) IIS
15 8 (0.086%) OpenStack
16 7 (0.075%) Adobe Experience Manager
16 7 (0.075%) Headless CMS
16 7 (0.075%) Oracle SOA Suite
17 6 (0.064%) nginx
Applications
1 855 (9.18%) Microsoft Excel
2 118 (1.27%) Chatbot
3 95 (1.02%) Microsoft Office
4 61 (0.66%) Microsoft PowerPoint
5 42 (0.45%) UserZoom
6 34 (0.37%) MS Visio
7 19 (0.20%) Adobe After Effects
7 19 (0.20%) Adobe Creative Suite
8 18 (0.19%) Spreadsheet
9 17 (0.18%) Adobe Illustrator
9 17 (0.18%) Photoshop
10 14 (0.15%) InDesign
11 11 (0.12%) Microsoft Project
12 10 (0.11%) Simulink
13 8 (0.086%) Adobe Premiere
13 8 (0.086%) LaTeX
13 8 (0.086%) SPSS
14 6 (0.064%) Trello
15 5 (0.054%) Camtasia
16 4 (0.043%) Moqups
Business Applications
1 94 (1.01%) Dynamics CRM
2 49 (0.53%) SAP S/4HANA
3 28 (0.30%) Dynamics GP
4 24 (0.26%) Cloudability
5 21 (0.23%) NetSuite
6 10 (0.11%) Payment Gateway
6 10 (0.11%) Shopify
7 8 (0.086%) Relativity
7 8 (0.086%) Sage 50
7 8 (0.086%) SAP MDG
8 7 (0.075%) Distributed Ledger
8 7 (0.075%) Elite 3E
9 6 (0.064%) Carpe Diem
9 6 (0.064%) Dynamics NAV
10 5 (0.054%) Oracle ERP
10 5 (0.054%) Sage 200
11 3 (0.032%) Dynamics AX
11 3 (0.032%) Magento
11 3 (0.032%) Oracle EBS
11 3 (0.032%) Q-Pulse
Cloud Services
1 2,947 (31.65%) Azure
2 1,603 (17.22%) AWS
3 1,372 (14.74%) Power Platform
4 1,354 (14.54%) Azure AI
5 709 (7.61%) SaaS
6 632 (6.79%) GCP
7 429 (4.61%) Microsoft 365
8 423 (4.54%) GitHub
9 326 (3.50%) Microsoft Copilot
10 322 (3.46%) Azure DevOps
11 312 (3.35%) Snowflake
12 283 (3.04%) Serverless
13 254 (2.73%) Anthropic Claude
14 207 (2.22%) GitHub Copilot
15 201 (2.16%) Entra ID
16 200 (2.15%) Power Automate
17 176 (1.89%) Cloud Computing
18 153 (1.64%) Adobe Analytics
18 153 (1.64%) Azure Synapse Analytics
19 148 (1.59%) Amazon S3
Communications & Networking
1 293 (3.15%) Broadband
2 109 (1.17%) Internet
3 94 (1.01%) Firewall
4 91 (0.98%) Network Security
5 74 (0.79%) VPN
6 62 (0.67%) DNS
7 37 (0.40%) WAN
8 34 (0.37%) TCP/IP
9 28 (0.30%) BGP
10 27 (0.29%) VLAN
11 21 (0.23%) HTTP
12 20 (0.21%) OSPF
13 19 (0.20%) MQTT
14 18 (0.19%) DHCP
14 18 (0.19%) VoIP
15 17 (0.18%) LAN
15 17 (0.18%) Wireless
16 14 (0.15%) CTI
17 13 (0.14%) VXLAN
18 11 (0.12%) Wi-Fi
Database & Business Intelligence
1 1,107 (11.89%) Power BI
2 842 (9.04%) Tableau
3 283 (3.04%) MongoDB
4 264 (2.84%) Data Warehouse
5 234 (2.51%) SQL Server
6 221 (2.37%) PostgreSQL
7 212 (2.28%) Data Lake
8 202 (2.17%) Azure SQL Database
9 176 (1.89%) Metadata
10 154 (1.65%) NoSQL
11 125 (1.34%) Big Data
12 108 (1.16%) Relational Database
13 98 (1.05%) MySQL
14 90 (0.97%) BigQuery
15 67 (0.72%) Elasticsearch
16 65 (0.70%) Redis
17 61 (0.66%) Amazon Redshift
18 57 (0.61%) DynamoDB
19 56 (0.60%) Looker
20 55 (0.59%) Semantic Layer
Development Applications
1 328 (3.52%) Git
2 158 (1.70%) JIRA
3 155 (1.66%) Claude Code
4 115 (1.24%) Jenkins
5 91 (0.98%) GitLab
6 67 (0.72%) MLflow
7 41 (0.44%) Visual Studio Code
8 38 (0.41%) Selenium
9 33 (0.35%) JUnit
10 28 (0.30%) Maven
11 27 (0.29%) IBM UrbanCode
11 27 (0.29%) Postman
11 27 (0.29%) Snyk
12 25 (0.27%) Cypress.io
13 16 (0.17%) Mockito
14 13 (0.14%) Cucumber
14 13 (0.14%) Vite
15 12 (0.13%) Spock
16 11 (0.12%) Storybook
17 10 (0.11%) JMeter
General
1 2,966 (31.85%) Social Skills
2 2,018 (21.67%) Finance
3 1,005 (10.79%) Analytical Skills
4 764 (8.21%) Marketing
5 718 (7.71%) Inclusion and Diversity
6 536 (5.76%) Legal
7 486 (5.22%) Law
8 485 (5.21%) Public Sector
9 379 (4.07%) Banking
10 339 (3.64%) Retail
11 316 (3.39%) Games
12 230 (2.47%) Influencing Skills
13 223 (2.40%) Manufacturing
14 209 (2.24%) Organisational Skills
15 126 (1.35%) Financial Institution
15 126 (1.35%) Presentation Skills
16 113 (1.21%) Advertising
17 96 (1.03%) Telecoms
18 86 (0.92%) Legal Technology
19 67 (0.72%) Military
Job Titles
1 1,591 (17.09%) Senior
2 1,077 (11.57%) Analyst
3 1,008 (10.83%) Lead
4 927 (9.96%) Architect
5 909 (9.76%) Developer
6 736 (7.90%) Data Analyst
7 727 (7.81%) Artificial Intelligence Engineer
8 725 (7.79%) Junior
9 667 (7.16%) Junior Analyst
10 662 (7.11%) Junior Data Analyst
11 597 (6.41%) Software Engineer
12 378 (4.06%) Data Engineer
13 377 (4.05%) Solutions Architect
14 371 (3.98%) Consultant
15 241 (2.59%) Data Scientist
16 234 (2.51%) Senior Manager
17 231 (2.48%) Python Engineer
18 210 (2.26%) .NET Developer
19 206 (2.21%) Artificial Intelligence Architect
20 202 (2.17%) Data Architect
Libraries, Frameworks & Software Standards
1 520 (5.58%) React
2 457 (4.91%) .NET
3 264 (2.84%) Node.js
3 264 (2.84%) REST
4 242 (2.60%) LangChain
5 239 (2.57%) CSS
6 235 (2.52%) HTML
7 211 (2.27%) RESTful
8 205 (2.20%) ASP.NET
9 187 (2.01%) ASP.NET Core
10 186 (2.00%) Kafka
11 184 (1.98%) PyTorch
12 181 (1.94%) .NET Core
13 156 (1.68%) ML.NET
14 144 (1.55%) TensorFlow
15 134 (1.44%) Next.js
16 127 (1.36%) Blazor
17 126 (1.35%) FastAPI
18 124 (1.33%) LangGraph
19 123 (1.32%) PySpark
Miscellaneous
1 672 (7.22%) Cloud Native
2 613 (6.58%) AI Agents
3 387 (4.16%) Onboarding
4 300 (3.22%) Distributed Systems
5 297 (3.19%) Product Ownership
6 279 (3.00%) Social Media
7 189 (2.03%) Algorithms
8 183 (1.97%) Blog
8 183 (1.97%) Self-Motivation
9 173 (1.86%) Management Information System
10 145 (1.56%) Low-Code
11 140 (1.50%) Robotics
12 135 (1.45%) Enterprise Software
13 121 (1.30%) Data Centre
14 101 (1.08%) Legacy Systems
15 98 (1.05%) Mobile App
16 96 (1.03%) Greenfield Project
17 93 (1.00%) Marketing Technology
18 87 (0.93%) Virtual Team
19 85 (0.91%) Cyber Threat
Operating Systems
1 216 (2.32%) Linux
2 215 (2.31%) Windows
3 68 (0.73%) Android
4 64 (0.69%) Windows Server
5 43 (0.46%) Apple iOS
6 23 (0.25%) VMS
7 17 (0.18%) Unix
8 16 (0.17%) Mac OS
8 16 (0.17%) Ubuntu
9 8 (0.086%) Debian
10 6 (0.064%) Red Hat Enterprise Linux
11 5 (0.054%) Embedded Linux
11 5 (0.054%) Kali Linux
11 5 (0.054%) Windows Server 2019
12 3 (0.032%) Gentoo
12 3 (0.032%) Solaris
12 3 (0.032%) Windows 10
13 2 (0.021%) CentOS
14 1 (0.011%) Robot Operating System
14 1 (0.011%) Windows Server 2016
Processes & Methodologies
1 2,011 (21.60%) Machine Learning
2 1,948 (20.92%) Analytics
3 1,612 (17.31%) Agile
4 1,359 (14.60%) Software Engineering
5 1,350 (14.50%) Roadmaps
6 1,335 (14.34%) CI/CD
7 1,321 (14.19%) Business Intelligence
8 1,167 (12.53%) Problem-Solving
9 1,158 (12.44%) Continuous Improvement
10 1,094 (11.75%) Decision-Making
11 1,069 (11.48%) LLM
12 977 (10.49%) Mentoring
13 933 (10.02%) DevOps
14 835 (8.97%) Generative AI
15 805 (8.65%) Data Science
16 785 (8.43%) Stakeholder Management
17 746 (8.01%) Full-Stack Development
18 622 (6.68%) Data Engineering
19 606 (6.51%) Cybersecurity
20 583 (6.26%) Data Modelling
Programming Languages
1 3,048 (32.74%) Python
2 1,921 (20.63%) SQL
3 543 (5.83%) JavaScript
4 539 (5.79%) C#
5 449 (4.82%) TypeScript
6 414 (4.45%) Java
7 190 (2.04%) C++
8 142 (1.53%) PowerShell
9 103 (1.11%) Bash
10 98 (1.05%) Go
11 76 (0.82%) Bicep
12 69 (0.74%) C
13 66 (0.71%) PHP
14 63 (0.68%) Scala
15 62 (0.67%) R
16 52 (0.56%) Rust
17 48 (0.52%) Kotlin
17 48 (0.52%) Ruby
18 39 (0.42%) Data Analysis Expressions
19 27 (0.29%) Kusto Query Language
Qualifications
1 1,101 (11.82%) Azure Certification
2 997 (10.71%) Degree
3 642 (6.90%) Security Cleared
4 369 (3.96%) SC Cleared
5 269 (2.89%) Computer Science Degree
6 205 (2.20%) Master's Degree
7 188 (2.02%) DV Cleared
8 167 (1.79%) AWS Certification
9 135 (1.45%) CISSP
10 116 (1.25%) PhD
11 99 (1.06%) CISM
12 95 (1.02%) ACCA
13 85 (0.91%) Microsoft Certification
14 78 (0.84%) CIMA
15 67 (0.72%) AWS Certified Solutions Architect
16 63 (0.68%) DBS Check
17 62 (0.67%) A+ Certification
18 60 (0.64%) Network+ Certification
19 45 (0.48%) MBA
20 44 (0.47%) BPSS Clearance
Quality Assurance & Compliance
1 501 (5.38%) Data Quality
2 406 (4.36%) Accessibility
3 309 (3.32%) QA
4 272 (2.92%) GDPR
5 156 (1.68%) ISO/IEC 27001
6 112 (1.20%) GRC
7 110 (1.18%) NIST
8 83 (0.89%) WCAG
9 78 (0.84%) SLA
10 54 (0.58%) Cyber Essentials
11 51 (0.55%) California Consumer Privacy Act
12 36 (0.39%) PMO
13 31 (0.33%) IFRS
14 30 (0.32%) PCI DSS
15 29 (0.31%) Cyber Essentials PLUS
16 26 (0.28%) NCSC
17 24 (0.26%) EU AI Act
18 23 (0.25%) Actionable Recommendations
19 22 (0.24%) HIPAA
20 21 (0.23%) SOC 2
System Software
1 523 (5.62%) Docker
2 161 (1.73%) Active Directory
3 98 (1.05%) Virtual Machines
4 46 (0.49%) VMware Infrastructure
5 24 (0.26%) Firmware
6 20 (0.21%) Virtual Desktop
7 18 (0.19%) Hyper-V
7 18 (0.19%) vSphere
8 11 (0.12%) Embedded Firmware
9 8 (0.086%) Ceph
10 6 (0.064%) IAG
11 4 (0.043%) VMware NSX
12 2 (0.021%) Lustre
12 2 (0.021%) ProxySG
12 2 (0.021%) Slurm Workload Manager
12 2 (0.021%) VMware ESXi
13 1 (0.011%) Apache Flume
Systems Management
1 537 (5.77%) Kubernetes
2 425 (4.56%) Terraform
3 142 (1.53%) Microsoft Intune
4 76 (0.82%) Ansible
5 70 (0.75%) Grafana
6 58 (0.62%) Prometheus
7 27 (0.29%) Puppet
8 22 (0.24%) Argo
9 19 (0.20%) Kubeflow
9 19 (0.20%) Single Sign-On
10 17 (0.18%) Podman
11 13 (0.14%) Progress Chef
12 12 (0.13%) Istio
13 7 (0.075%) Check_MK
13 7 (0.075%) Nagios
14 6 (0.064%) Hadoop YARN
14 6 (0.064%) Nessus
15 5 (0.054%) Control-M
15 5 (0.054%) Microsoft Clustering
15 5 (0.054%) Packer
Vendors
1 2,231 (23.96%) Microsoft
2 452 (4.85%) Databricks
3 385 (4.13%) Google
4 273 (2.93%) OpenAI
5 236 (2.53%) Adobe
6 160 (1.72%) Salesforce
7 126 (1.35%) Oracle
8 121 (1.30%) Dell
9 120 (1.29%) SAP
10 116 (1.25%) Cisco
11 111 (1.19%) ServiceNow
12 96 (1.03%) Foundry
13 76 (0.82%) HubSpot
14 63 (0.68%) Apple
15 62 (0.67%) CyberArk
15 62 (0.67%) Facebook
16 53 (0.57%) VMware
17 50 (0.54%) Informatica
18 46 (0.49%) Palo Alto
19 45 (0.48%) Sage