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

6 months to
28 Aug 2026
Same period 2025 Same period 2024
Rank 8 10 42
Rank change year-on-year +2 +32 +59
Permanent jobs citing AI 9,417 5,321 3,901
As % of all permanent jobs in the UK 8.61% 10.64% 4.67%
As % of the Processes & Methodologies category 11.77% 11.99% 5.79%
Number of salaries quoted 5,281 1,554 1,760
10th Percentile £41,188 £28,500 £40,000
25th Percentile £52,500 £46,250 £55,000
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 £120,000 £115,000
UK excluding London median annual salary £65,000 £57,500 £63,500
% change year-on-year +13.04% -9.45% -9.29%

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 79,979 44,380 67,332
As % of all permanent jobs advertised in the UK 73.09% 88.78% 80.65%
Number of salaries quoted 55,459 25,207 42,110
10th Percentile £31,000 £28,500 £31,250
25th Percentile £41,250 £36,250 £41,250
Median annual salary (50th Percentile) £60,000 £55,000 £55,000
Median % change year-on-year +9.09% - -8.33%
75th Percentile £78,750 £75,000 £75,000
90th Percentile £100,000 £96,250 £95,000
UK excluding London median annual salary £55,000 £47,500 £50,055
% change year-on-year +15.79% -5.10% -8.99%

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 28 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 28 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 +4 8,318 £72,500 +3.57% 14,167
UK excluding London -4 5,408 £65,000 +13.04% 5,738
London +11 3,404 £85,000 - 10,014
Work from Home 0 3,009 £70,000 +16.67% 5,909
North of England +5 1,607 £66,000 +14.78% 1,328
South East -2 1,201 £62,500 +19.05% 1,352
North West +15 864 £70,000 +16.67% 829
Midlands -8 828 £59,250 -1.25% 574
South West +6 622 £68,278 +24.14% 830
West Midlands -5 553 £60,000 - 343
East of England +32 527 £60,000 +9.09% 613
Yorkshire -10 482 £65,000 +48.57% 375
Scotland -7 279 £74,830 +15.12% 713
East Midlands -18 275 £52,500 -19.23% 230
North East 0 261 £65,000 +90.24% 132
Wales +6 211 £66,000 +20.00% 112
Northern Ireland +6 158 £74,830 -14.48% 268

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
1 246 (2.61%) SharePoint
2 110 (1.17%) Confluence
3 105 (1.12%) Apache Airflow
3 105 (1.12%) Apache Spark
4 83 (0.88%) CMS
5 69 (0.73%) Apache
6 67 (0.71%) Microsoft Exchange
7 40 (0.42%) WordPress
8 32 (0.34%) SAS
9 28 (0.30%) Palantir Foundry
10 18 (0.19%) Jupyter
11 12 (0.13%) Camunda
12 10 (0.11%) IIS
13 9 (0.096%) Sitecore CMS
14 8 (0.085%) nginx
14 8 (0.085%) OpenStack
15 7 (0.074%) Adobe Experience Manager
15 7 (0.074%) Headless CMS
15 7 (0.074%) Oracle SOA Suite
16 5 (0.053%) Apache Pig
Applications
1 763 (8.10%) Microsoft Excel
2 100 (1.06%) Chatbot
2 100 (1.06%) Microsoft Office
3 63 (0.67%) Microsoft PowerPoint
4 34 (0.36%) UserZoom
5 26 (0.28%) MS Visio
6 23 (0.24%) Adobe Creative Suite
7 19 (0.20%) Adobe After Effects
7 19 (0.20%) Adobe Illustrator
7 19 (0.20%) Spreadsheet
8 17 (0.18%) Photoshop
9 14 (0.15%) InDesign
10 11 (0.12%) Microsoft Project
11 10 (0.11%) Simulink
12 8 (0.085%) LaTeX
12 8 (0.085%) SPSS
13 6 (0.064%) Adobe Premiere
13 6 (0.064%) Trello
14 5 (0.053%) Camtasia
14 5 (0.053%) Moqups
Business Applications
1 111 (1.18%) Dynamics CRM
2 51 (0.54%) SAP S/4HANA
3 28 (0.30%) Dynamics GP
4 24 (0.25%) Cloudability
5 21 (0.22%) NetSuite
6 11 (0.12%) Payment Gateway
6 11 (0.12%) Shopify
7 8 (0.085%) Elite 3E
7 8 (0.085%) Relativity
7 8 (0.085%) Sage 50
7 8 (0.085%) SAP MDG
8 7 (0.074%) Carpe Diem
8 7 (0.074%) Distributed Ledger
8 7 (0.074%) Dynamics NAV
9 5 (0.053%) Oracle ERP
9 5 (0.053%) Sage 200
10 4 (0.042%) Salesforce CRM
11 3 (0.032%) Integrated Workplace Management System
11 3 (0.032%) Oracle EBS
11 3 (0.032%) Q-Pulse
Cloud Services
1 2,872 (30.50%) Azure
2 1,592 (16.91%) AWS
3 1,286 (13.66%) Power Platform
4 1,254 (13.32%) Azure AI
5 723 (7.68%) SaaS
6 658 (6.99%) GCP
7 464 (4.93%) Microsoft 365
8 444 (4.71%) GitHub
9 352 (3.74%) Microsoft Copilot
10 328 (3.48%) Azure DevOps
11 310 (3.29%) Snowflake
12 285 (3.03%) Serverless
13 276 (2.93%) Anthropic Claude
14 218 (2.31%) GitHub Copilot
15 214 (2.27%) Entra ID
16 209 (2.22%) Power Automate
17 156 (1.66%) Azure Synapse Analytics
18 154 (1.64%) Cloud Computing
19 143 (1.52%) dbt
20 139 (1.48%) PowerApps
Communications & Networking
1 249 (2.64%) Broadband
2 111 (1.18%) Internet
3 97 (1.03%) Firewall
4 95 (1.01%) Network Security
5 80 (0.85%) VPN
6 70 (0.74%) DNS
7 37 (0.39%) TCP/IP
7 37 (0.39%) WAN
8 28 (0.30%) BGP
9 27 (0.29%) VLAN
10 23 (0.24%) DHCP
11 21 (0.22%) HTTP
12 20 (0.21%) OSPF
13 19 (0.20%) LAN
13 19 (0.20%) MQTT
13 19 (0.20%) Wireless
14 18 (0.19%) VoIP
15 14 (0.15%) CTI
15 14 (0.15%) SMS
16 13 (0.14%) VXLAN
Database & Business Intelligence
1 1,015 (10.78%) Power BI
2 710 (7.54%) Tableau
3 278 (2.95%) MongoDB
4 264 (2.80%) Data Warehouse
5 236 (2.51%) SQL Server
6 224 (2.38%) PostgreSQL
7 213 (2.26%) Data Lake
8 203 (2.16%) Azure SQL Database
9 177 (1.88%) Metadata
10 156 (1.66%) NoSQL
11 124 (1.32%) Big Data
12 114 (1.21%) Relational Database
13 95 (1.01%) MySQL
14 91 (0.97%) BigQuery
15 66 (0.70%) Elasticsearch
16 62 (0.66%) Redis
17 61 (0.65%) Amazon Redshift
18 59 (0.63%) DynamoDB
19 58 (0.62%) Semantic Layer
20 57 (0.61%) Delta Lake
Development Applications
1 311 (3.30%) Git
2 176 (1.87%) JIRA
3 166 (1.76%) Claude Code
4 122 (1.30%) Jenkins
5 96 (1.02%) GitLab
6 66 (0.70%) MLflow
7 41 (0.44%) Selenium
8 35 (0.37%) JUnit
9 32 (0.34%) Maven
9 32 (0.34%) Postman
10 30 (0.32%) Cypress.io
11 27 (0.29%) Snyk
12 20 (0.21%) Visual Studio Code
13 17 (0.18%) Mockito
14 15 (0.16%) Cucumber
15 14 (0.15%) Gatling
16 13 (0.14%) JMeter
16 13 (0.14%) Spock
17 12 (0.13%) Vite
18 10 (0.11%) REST Assured
General
1 2,955 (31.38%) Social Skills
2 2,055 (21.82%) Finance
3 1,026 (10.90%) Analytical Skills
4 785 (8.34%) Marketing
5 738 (7.84%) Inclusion and Diversity
6 547 (5.81%) Legal
7 515 (5.47%) Public Sector
8 497 (5.28%) Law
9 392 (4.16%) Banking
10 327 (3.47%) Retail
11 273 (2.90%) Games
12 255 (2.71%) Influencing Skills
13 223 (2.37%) Organisational Skills
14 208 (2.21%) Manufacturing
15 133 (1.41%) Presentation Skills
16 132 (1.40%) Financial Institution
17 112 (1.19%) Advertising
18 102 (1.08%) Telecoms
19 86 (0.91%) Legal Technology
20 69 (0.73%) Aerospace
Job Titles
1 1,652 (17.54%) Senior
2 1,031 (10.95%) Lead
3 975 (10.35%) Architect
4 960 (10.19%) Analyst
5 913 (9.70%) Developer
6 762 (8.09%) Artificial Intelligence Engineer
7 628 (6.67%) Data Analyst
8 621 (6.59%) Junior
9 617 (6.55%) Software Engineer
10 558 (5.93%) Junior Analyst
11 552 (5.86%) Junior Data Analyst
12 399 (4.24%) Solutions Architect
13 386 (4.10%) Data Engineer
14 377 (4.00%) Consultant
15 255 (2.71%) Senior Manager
16 240 (2.55%) Data Scientist
17 229 (2.43%) Python Engineer
18 223 (2.37%) Artificial Intelligence Architect
19 208 (2.21%) .NET Developer
20 204 (2.17%) Data Architect
Libraries, Frameworks & Software Standards
1 519 (5.51%) React
2 461 (4.90%) .NET
3 433 (4.60%) Terraform
4 287 (3.05%) REST
5 265 (2.81%) Node.js
6 251 (2.67%) LangChain
7 239 (2.54%) CSS
8 236 (2.51%) HTML
9 209 (2.22%) RESTful
10 204 (2.17%) ASP.NET
11 191 (2.03%) Kafka
12 187 (1.99%) ASP.NET Core
13 181 (1.92%) .NET Core
14 177 (1.88%) PyTorch
15 156 (1.66%) ML.NET
16 147 (1.56%) TensorFlow
17 135 (1.43%) Next.js
18 130 (1.38%) LangGraph
19 127 (1.35%) Blazor
20 120 (1.27%) FastAPI
Miscellaneous
1 695 (7.38%) Cloud Native
2 653 (6.93%) AI Agents
3 408 (4.33%) Onboarding
4 309 (3.28%) Distributed Systems
5 302 (3.21%) Product Ownership
6 246 (2.61%) Social Media
7 194 (2.06%) Blog
8 183 (1.94%) Self-Motivation
9 180 (1.91%) Management Information System
10 169 (1.79%) Algorithms
11 146 (1.55%) Robotics
12 145 (1.54%) Low-Code
13 143 (1.52%) Enterprise Software
14 128 (1.36%) Data Centre
15 108 (1.15%) Marketing Technology
16 104 (1.10%) Legacy Systems
17 97 (1.03%) Cyber Threat
18 96 (1.02%) Greenfield Project
19 90 (0.96%) Mobile App
19 90 (0.96%) Virtual Team
Operating Systems
1 228 (2.42%) Windows
2 218 (2.31%) Linux
3 68 (0.72%) Windows Server
4 60 (0.64%) Android
5 39 (0.41%) Apple iOS
6 24 (0.25%) VMS
7 18 (0.19%) Unix
8 17 (0.18%) Ubuntu
9 16 (0.17%) Mac OS
10 9 (0.096%) Debian
11 6 (0.064%) Red Hat Enterprise Linux
11 6 (0.064%) Windows 10
12 5 (0.053%) Embedded Linux
12 5 (0.053%) Kali Linux
12 5 (0.053%) Windows Server 2019
13 3 (0.032%) Gentoo
13 3 (0.032%) Solaris
14 2 (0.021%) CentOS
14 2 (0.021%) Robot Operating System
15 1 (0.011%) Windows Server 2016
Processes & Methodologies
1 2,013 (21.38%) Machine Learning
2 1,917 (20.36%) Analytics
3 1,603 (17.02%) Agile
4 1,416 (15.04%) Software Engineering
5 1,343 (14.26%) Roadmaps
6 1,325 (14.07%) CI/CD
7 1,236 (13.13%) Business Intelligence
8 1,211 (12.86%) Continuous Improvement
9 1,182 (12.55%) Problem-Solving
10 1,133 (12.03%) Decision-Making
11 1,067 (11.33%) LLM
12 994 (10.56%) Mentoring
13 958 (10.17%) DevOps
14 861 (9.14%) Generative AI
15 851 (9.04%) Stakeholder Management
16 813 (8.63%) Data Science
17 746 (7.92%) Full-Stack Development
18 629 (6.68%) Cybersecurity
19 615 (6.53%) Data Engineering
20 600 (6.37%) Data Modelling
Programming Languages
1 2,899 (30.78%) Python
2 1,815 (19.27%) SQL
3 550 (5.84%) JavaScript
4 543 (5.77%) C#
5 454 (4.82%) TypeScript
6 416 (4.42%) Java
7 189 (2.01%) C++
8 155 (1.65%) PowerShell
9 110 (1.17%) Go
10 107 (1.14%) Bash
11 78 (0.83%) Bicep
12 69 (0.73%) C
13 67 (0.71%) R
14 65 (0.69%) PHP
14 65 (0.69%) Scala
15 54 (0.57%) Rust
16 48 (0.51%) Ruby
17 42 (0.45%) Kotlin
18 40 (0.42%) Data Analysis Expressions
19 28 (0.30%) Kusto Query Language
Qualifications
1 1,023 (10.86%) Degree
2 1,003 (10.65%) Azure Certification
3 662 (7.03%) Security Cleared
4 378 (4.01%) SC Cleared
5 276 (2.93%) Computer Science Degree
6 208 (2.21%) Master's Degree
7 195 (2.07%) DV Cleared
8 153 (1.62%) AWS Certification
9 139 (1.48%) CISSP
10 114 (1.21%) PhD
11 101 (1.07%) CISM
12 98 (1.04%) ACCA
13 97 (1.03%) Microsoft Certification
14 81 (0.86%) CIMA
15 69 (0.73%) AWS Certified Solutions Architect
16 65 (0.69%) A+ Certification
16 65 (0.69%) DBS Check
17 63 (0.67%) Network+ Certification
18 50 (0.53%) BPSS Clearance
19 49 (0.52%) MBA
Quality Assurance & Compliance
1 502 (5.33%) Data Quality
2 365 (3.88%) Accessibility
3 322 (3.42%) QA
4 267 (2.84%) GDPR
5 164 (1.74%) ISO/IEC 27001
6 115 (1.22%) GRC
6 115 (1.22%) NIST
7 81 (0.86%) SLA
8 73 (0.78%) WCAG
9 57 (0.61%) Cyber Essentials
10 40 (0.42%) California Consumer Privacy Act
11 39 (0.41%) PMO
12 32 (0.34%) NCSC
13 31 (0.33%) Cyber Essentials PLUS
14 30 (0.32%) IFRS
15 29 (0.31%) PCI DSS
16 24 (0.25%) Actionable Recommendations
17 22 (0.23%) EU AI Act
17 22 (0.23%) ISO/IEC 42001
18 19 (0.20%) SOC 2
System Software
1 526 (5.59%) Docker
2 166 (1.76%) Active Directory
3 98 (1.04%) Virtual Machines
4 52 (0.55%) VMware Infrastructure
5 25 (0.27%) Firmware
6 22 (0.23%) Virtual Desktop
7 21 (0.22%) Hyper-V
8 18 (0.19%) vSphere
9 11 (0.12%) Embedded Firmware
10 8 (0.085%) Ceph
11 6 (0.064%) IAG
12 4 (0.042%) VMware NSX
13 3 (0.032%) VMware ESXi
14 2 (0.021%) Lustre
14 2 (0.021%) ProxySG
14 2 (0.021%) Slurm Workload Manager
15 1 (0.011%) Apache Flume
Systems Management
1 546 (5.80%) Kubernetes
2 146 (1.55%) Microsoft Intune
3 76 (0.81%) Ansible
3 76 (0.81%) Grafana
4 58 (0.62%) Prometheus
5 27 (0.29%) Puppet
6 20 (0.21%) Argo
6 20 (0.21%) Single Sign-On
7 19 (0.20%) Kubeflow
8 17 (0.18%) Podman
9 13 (0.14%) Progress Chef
10 12 (0.13%) Istio
11 7 (0.074%) Check_MK
11 7 (0.074%) Nagios
12 6 (0.064%) Hadoop YARN
12 6 (0.064%) Nessus
13 5 (0.053%) Autotask
13 5 (0.053%) Microsoft Clustering
13 5 (0.053%) Packer
13 5 (0.053%) Proxmox
Vendors
1 2,167 (23.01%) Microsoft
2 459 (4.87%) Databricks
3 410 (4.35%) Google
4 277 (2.94%) OpenAI
5 212 (2.25%) Adobe
6 170 (1.81%) Salesforce
7 125 (1.33%) SAP
8 117 (1.24%) Cisco
9 113 (1.20%) Dell
10 107 (1.14%) Oracle
11 105 (1.12%) ServiceNow
12 98 (1.04%) Foundry
13 78 (0.83%) HubSpot
14 69 (0.73%) Apple
15 64 (0.68%) YouTube
16 62 (0.66%) CyberArk
16 62 (0.66%) Facebook
17 60 (0.64%) VMware
18 48 (0.51%) Informatica
19 47 (0.50%) Palo Alto