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

6 months to
14 Aug 2026
Same period 2025 Same period 2024
Rank 7 12 39
Rank change year-on-year +5 +27 +64
Permanent jobs citing AI 9,258 5,164 4,075
As % of all permanent jobs in the UK 8.71% 10.34% 4.89%
As % of the Processes & Methodologies category 11.85% 11.59% 6.03%
Number of salaries quoted 5,073 1,502 1,765
10th Percentile £40,000 £25,313 £40,500
25th Percentile £52,500 £45,000 £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 £97,236 £95,000
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 78,105 44,566 67,543
As % of all permanent jobs advertised in the UK 73.45% 89.27% 81.06%
Number of salaries quoted 53,741 25,228 43,541
10th Percentile £30,750 £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 £96,575 £95,000
UK excluding London median annual salary £55,000 £47,683 £50,000
% change year-on-year +15.35% -4.63% -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 14 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 14 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 8,210 £72,500 +3.57% 8,131
UK excluding London -4 5,335 £65,000 +13.04% 3,096
London +14 3,327 £85,000 - 5,717
Work from Home 0 2,951 £70,000 +16.67% 3,079
North of England +8 1,588 £65,500 +19.09% 751
South East -1 1,189 £62,500 +47.06% 879
Midlands -9 834 £57,500 -4.17% 346
North West +19 818 £67,500 +12.50% 479
South West +1 610 £65,000 +18.18% 372
West Midlands -5 550 £60,000 - 241
East of England +33 533 £60,000 +4.35% 310
Yorkshire -5 520 £65,000 +62.50% 203
East Midlands -16 283 £52,500 -19.23% 105
Scotland -3 267 £70,000 +7.69% 313
North East +2 250 £65,000 +151.60% 73
Wales +12 199 £65,000 +18.18% 70
Northern Ireland +5 139 £74,830 -14.48% 102

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
1 220 (2.38%) SharePoint
2 132 (1.43%) Apache Spark
3 128 (1.38%) Apache Airflow
4 99 (1.07%) Confluence
5 88 (0.95%) Apache
6 86 (0.93%) CMS
7 58 (0.63%) Microsoft Exchange
8 38 (0.41%) WordPress
9 37 (0.40%) Jupyter
10 32 (0.35%) SAS
11 26 (0.28%) Palantir Foundry
12 17 (0.18%) ArcGIS
13 11 (0.12%) Camunda
14 9 (0.097%) Sitecore CMS
15 8 (0.086%) OpenStack
16 7 (0.076%) Adobe Experience Manager
16 7 (0.076%) Headless CMS
16 7 (0.076%) IIS
16 7 (0.076%) Oracle SOA Suite
17 6 (0.065%) nginx
Applications
1 846 (9.14%) Microsoft Excel
2 114 (1.23%) Chatbot
3 94 (1.02%) Microsoft Office
4 61 (0.66%) Microsoft PowerPoint
5 43 (0.46%) UserZoom
6 34 (0.37%) MS Visio
7 19 (0.21%) Adobe After Effects
7 19 (0.21%) 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 10 (0.11%) Microsoft Project
11 10 (0.11%) Simulink
12 8 (0.086%) Adobe Premiere
12 8 (0.086%) LaTeX
12 8 (0.086%) SPSS
13 6 (0.065%) Trello
14 5 (0.054%) Camtasia
15 4 (0.043%) Moqups
Business Applications
1 79 (0.85%) 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%) Shopify
7 9 (0.097%) Payment Gateway
8 8 (0.086%) Relativity
8 8 (0.086%) Sage 50
8 8 (0.086%) SAP MDG
9 7 (0.076%) Distributed Ledger
10 6 (0.065%) Dynamics NAV
10 6 (0.065%) Elite 3E
11 5 (0.054%) Carpe Diem
11 5 (0.054%) Oracle ERP
11 5 (0.054%) Sage 200
12 4 (0.043%) Dynamics AX
13 3 (0.032%) Magento
13 3 (0.032%) Oracle EBS
13 3 (0.032%) Salesforce CRM
Cloud Services
1 2,941 (31.77%) Azure
2 1,598 (17.26%) AWS
3 1,366 (14.75%) Power Platform
4 1,352 (14.60%) Azure AI
5 692 (7.47%) SaaS
6 626 (6.76%) GCP
7 420 (4.54%) Microsoft 365
8 416 (4.49%) GitHub
9 324 (3.50%) Azure DevOps
9 324 (3.50%) Microsoft Copilot
10 312 (3.37%) Snowflake
11 284 (3.07%) Serverless
12 250 (2.70%) Anthropic Claude
13 206 (2.23%) GitHub Copilot
14 199 (2.15%) Power Automate
15 198 (2.14%) Entra ID
16 173 (1.87%) Cloud Computing
17 161 (1.74%) Adobe Analytics
18 154 (1.66%) Azure Synapse Analytics
19 147 (1.59%) Amazon S3
Communications & Networking
1 310 (3.35%) Broadband
2 109 (1.18%) Internet
3 91 (0.98%) Firewall
4 89 (0.96%) Network Security
5 72 (0.78%) VPN
6 62 (0.67%) DNS
7 38 (0.41%) WAN
8 34 (0.37%) TCP/IP
9 28 (0.30%) BGP
10 27 (0.29%) VLAN
11 21 (0.23%) HTTP
12 20 (0.22%) OSPF
13 19 (0.21%) 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 1,103 (11.91%) Power BI
2 840 (9.07%) Tableau
3 283 (3.06%) MongoDB
4 261 (2.82%) Data Warehouse
5 232 (2.51%) SQL Server
6 223 (2.41%) PostgreSQL
7 210 (2.27%) Data Lake
8 201 (2.17%) Azure SQL Database
9 181 (1.96%) Metadata
10 152 (1.64%) NoSQL
11 124 (1.34%) Big Data
12 106 (1.14%) Relational Database
13 98 (1.06%) MySQL
14 89 (0.96%) BigQuery
15 67 (0.72%) Elasticsearch
16 64 (0.69%) Redis
17 61 (0.66%) Amazon Redshift
18 57 (0.62%) DynamoDB
19 56 (0.60%) Looker
20 55 (0.59%) Delta Lake
Development Applications
1 323 (3.49%) Git
2 156 (1.69%) JIRA
3 154 (1.66%) Claude Code
4 116 (1.25%) Jenkins
5 91 (0.98%) GitLab
6 67 (0.72%) MLflow
7 42 (0.45%) Visual Studio Code
8 39 (0.42%) Selenium
9 33 (0.36%) JUnit
10 28 (0.30%) Maven
11 27 (0.29%) IBM UrbanCode
11 27 (0.29%) Snyk
12 26 (0.28%) Postman
13 25 (0.27%) Cypress.io
14 16 (0.17%) Mockito
15 13 (0.14%) Cucumber
15 13 (0.14%) Vite
16 12 (0.13%) Spock
16 12 (0.13%) Storybook
17 10 (0.11%) JMeter
General
1 2,948 (31.84%) Social Skills
2 2,009 (21.70%) Finance
3 979 (10.57%) Analytical Skills
4 745 (8.05%) Marketing
5 720 (7.78%) Inclusion and Diversity
6 522 (5.64%) Legal
7 487 (5.26%) Public Sector
8 485 (5.24%) Law
9 378 (4.08%) Banking
10 335 (3.62%) Retail
11 332 (3.59%) Games
12 230 (2.48%) Influencing Skills
13 216 (2.33%) Manufacturing
14 208 (2.25%) Organisational Skills
15 127 (1.37%) Financial Institution
16 123 (1.33%) Presentation Skills
17 114 (1.23%) Advertising
18 96 (1.04%) Telecoms
19 88 (0.95%) Legal Technology
20 66 (0.71%) Military
Job Titles
1 1,569 (16.95%) Senior
2 1,075 (11.61%) Analyst
3 1,012 (10.93%) Lead
4 922 (9.96%) Architect
5 899 (9.71%) Developer
6 736 (7.95%) Data Analyst
7 724 (7.82%) Junior
8 722 (7.80%) Artificial Intelligence Engineer
9 667 (7.20%) Junior Analyst
10 662 (7.15%) Junior Data Analyst
11 596 (6.44%) Software Engineer
12 377 (4.07%) Data Engineer
13 374 (4.04%) Consultant
14 371 (4.01%) Solutions Architect
15 244 (2.64%) Data Scientist
16 231 (2.50%) Senior Manager
17 229 (2.47%) Python Engineer
18 209 (2.26%) .NET Developer
19 206 (2.23%) Artificial Intelligence Architect
20 201 (2.17%) Data Architect
Libraries, Frameworks & Software Standards
1 518 (5.60%) React
2 455 (4.91%) .NET
3 259 (2.80%) Node.js
3 259 (2.80%) REST
4 242 (2.61%) LangChain
5 240 (2.59%) CSS
6 232 (2.51%) HTML
7 212 (2.29%) RESTful
8 205 (2.21%) ASP.NET
9 190 (2.05%) PyTorch
10 187 (2.02%) ASP.NET Core
10 187 (2.02%) Kafka
11 180 (1.94%) .NET Core
12 156 (1.69%) ML.NET
13 146 (1.58%) TensorFlow
14 132 (1.43%) Next.js
15 126 (1.36%) Blazor
15 126 (1.36%) FastAPI
16 124 (1.34%) PySpark
17 123 (1.33%) LangGraph
Miscellaneous
1 672 (7.26%) Cloud Native
2 606 (6.55%) AI Agents
3 381 (4.12%) Onboarding
4 296 (3.20%) Distributed Systems
5 294 (3.18%) Product Ownership
6 288 (3.11%) Social Media
7 194 (2.10%) Algorithms
8 181 (1.96%) Self-Motivation
9 173 (1.87%) Management Information System
10 170 (1.84%) Blog
11 143 (1.54%) Low-Code
12 137 (1.48%) Robotics
13 130 (1.40%) Enterprise Software
14 123 (1.33%) Data Centre
15 102 (1.10%) Mobile App
16 101 (1.09%) Legacy Systems
17 96 (1.04%) Greenfield Project
18 88 (0.95%) Virtual Team
19 83 (0.90%) Cyber Threat
20 80 (0.86%) Marketing Technology
Operating Systems
1 214 (2.31%) Linux
2 212 (2.29%) Windows
3 73 (0.79%) Android
4 64 (0.69%) Windows Server
5 48 (0.52%) Apple iOS
6 23 (0.25%) VMS
7 18 (0.19%) Unix
8 16 (0.17%) Mac OS
9 15 (0.16%) Ubuntu
10 7 (0.076%) Debian
11 6 (0.065%) Red Hat Enterprise Linux
12 5 (0.054%) Embedded Linux
12 5 (0.054%) Kali Linux
12 5 (0.054%) Windows Server 2019
13 3 (0.032%) Gentoo
13 3 (0.032%) Solaris
13 3 (0.032%) Windows 10
14 2 (0.022%) CentOS
15 1 (0.011%) AIX
15 1 (0.011%) Alpine Linux
Processes & Methodologies
1 2,009 (21.70%) Machine Learning
2 1,943 (20.99%) Analytics
3 1,618 (17.48%) Agile
4 1,359 (14.68%) Roadmaps
5 1,343 (14.51%) Software Engineering
6 1,336 (14.43%) CI/CD
7 1,311 (14.16%) Business Intelligence
8 1,152 (12.44%) Problem-Solving
9 1,133 (12.24%) Continuous Improvement
10 1,083 (11.70%) Decision-Making
11 1,061 (11.46%) LLM
12 984 (10.63%) Mentoring
13 932 (10.07%) DevOps
14 837 (9.04%) Generative AI
15 813 (8.78%) Data Science
16 767 (8.28%) Stakeholder Management
17 739 (7.98%) Full-Stack Development
18 619 (6.69%) Data Engineering
19 591 (6.38%) Cybersecurity
20 580 (6.26%) Data Modelling
Programming Languages
1 3,036 (32.79%) Python
2 1,901 (20.53%) SQL
3 539 (5.82%) JavaScript
4 536 (5.79%) C#
5 444 (4.80%) TypeScript
6 412 (4.45%) Java
7 189 (2.04%) C++
8 141 (1.52%) PowerShell
9 101 (1.09%) Bash
10 96 (1.04%) Go
11 76 (0.82%) Bicep
12 69 (0.75%) C
13 66 (0.71%) PHP
14 63 (0.68%) Scala
15 61 (0.66%) 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 1,100 (11.88%) Azure Certification
2 989 (10.68%) Degree
3 641 (6.92%) Security Cleared
4 368 (3.97%) SC Cleared
5 266 (2.87%) Computer Science Degree
6 200 (2.16%) Master's Degree
7 189 (2.04%) DV Cleared
8 166 (1.79%) AWS Certification
9 133 (1.44%) CISSP
10 115 (1.24%) PhD
11 97 (1.05%) CISM
12 94 (1.02%) ACCA
13 85 (0.92%) Microsoft Certification
14 77 (0.83%) CIMA
15 67 (0.72%) AWS Certified Solutions Architect
16 64 (0.69%) DBS Check
17 62 (0.67%) A+ Certification
18 60 (0.65%) Network+ Certification
19 44 (0.48%) BPSS Clearance
19 44 (0.48%) Cisco Certification
Quality Assurance & Compliance
1 498 (5.38%) Data Quality
2 425 (4.59%) Accessibility
3 308 (3.33%) QA
4 268 (2.89%) GDPR
5 152 (1.64%) ISO/IEC 27001
6 111 (1.20%) GRC
7 107 (1.16%) NIST
8 84 (0.91%) WCAG
9 77 (0.83%) SLA
10 52 (0.56%) Cyber Essentials
11 51 (0.55%) California Consumer Privacy Act
12 36 (0.39%) PMO
13 31 (0.33%) IFRS
14 29 (0.31%) PCI DSS
15 28 (0.30%) Cyber Essentials PLUS
16 26 (0.28%) NCSC
17 24 (0.26%) Actionable Recommendations
17 24 (0.26%) EU AI Act
18 22 (0.24%) HIPAA
19 21 (0.23%) ISO/IEC 42001
System Software
1 520 (5.62%) Docker
2 160 (1.73%) Active Directory
3 98 (1.06%) Virtual Machines
4 45 (0.49%) VMware Infrastructure
5 24 (0.26%) Firmware
6 20 (0.22%) Virtual Desktop
7 18 (0.19%) vSphere
8 17 (0.18%) Hyper-V
9 11 (0.12%) Embedded Firmware
10 8 (0.086%) Ceph
11 6 (0.065%) IAG
12 4 (0.043%) VMware NSX
13 2 (0.022%) Lustre
13 2 (0.022%) ProxySG
13 2 (0.022%) Slurm Workload Manager
13 2 (0.022%) VMware ESXi
14 1 (0.011%) Apache Flume
Systems Management
1 532 (5.75%) Kubernetes
2 421 (4.55%) Terraform
3 140 (1.51%) Microsoft Intune
4 76 (0.82%) Ansible
5 69 (0.75%) Grafana
6 57 (0.62%) Prometheus
7 26 (0.28%) Puppet
8 22 (0.24%) Argo
9 19 (0.21%) Kubeflow
9 19 (0.21%) Single Sign-On
10 17 (0.18%) Podman
11 13 (0.14%) Progress Chef
12 12 (0.13%) Istio
13 7 (0.076%) Check_MK
13 7 (0.076%) Nagios
14 6 (0.065%) Hadoop YARN
15 5 (0.054%) Autotask
15 5 (0.054%) Control-M
15 5 (0.054%) Nessus
15 5 (0.054%) SCCM
Vendors
1 2,212 (23.89%) Microsoft
2 450 (4.86%) Databricks
3 377 (4.07%) Google
4 269 (2.91%) OpenAI
5 245 (2.65%) Adobe
6 161 (1.74%) Salesforce
7 126 (1.36%) Oracle
8 125 (1.35%) Dell
9 119 (1.29%) SAP
10 117 (1.26%) Cisco
11 111 (1.20%) ServiceNow
12 96 (1.04%) Foundry
13 76 (0.82%) HubSpot
14 63 (0.68%) Apple
15 62 (0.67%) CyberArk
15 62 (0.67%) Facebook
16 51 (0.55%) VMware
17 50 (0.54%) Informatica
18 46 (0.50%) Palo Alto
18 46 (0.50%) Sage