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

6 months to
19 Aug 2026
Same period 2025 Same period 2024
Rank 7 12 42
Rank change year-on-year +5 +30 +58
Permanent jobs citing AI 9,320 5,164 4,015
As % of all permanent jobs in the UK 8.68% 10.35% 4.82%
As % of the Processes & Methodologies category 11.83% 11.60% 5.96%
Number of salaries quoted 5,141 1,515 1,771
10th Percentile £40,500 £27,500 £41,250
25th Percentile £52,500 £46,250 £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 £112,500 £118,750 £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 78,774 44,506 67,319
As % of all permanent jobs advertised in the UK 73.34% 89.17% 80.88%
Number of salaries quoted 54,302 25,213 43,010
10th Percentile £31,000 £28,500 £31,250
25th Percentile £41,250 £36,500 £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 19 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 19 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 8,241 £72,500 +3.57% 7,791
UK excluding London -4 5,366 £65,000 +13.04% 3,821
London +13 3,359 £85,000 - 5,039
Work from Home 0 2,986 £70,000 +16.67% 3,714
North of England +4 1,590 £65,500 +14.91% 892
South East -3 1,180 £62,500 +25.00% 1,006
Midlands -9 835 £59,250 -1.25% 403
North West +19 833 £70,000 +19.66% 538
South West +7 610 £65,000 +18.18% 446
West Midlands -5 557 £60,000 - 254
East of England +30 539 £60,000 +9.09% 443
Yorkshire -7 503 £65,000 +48.57% 252
East Midlands -18 277 £52,500 -19.23% 148
Scotland -5 271 £70,000 +7.69% 429
North East 0 254 £65,000 +90.24% 107
Wales +10 206 £65,000 +18.18% 73
Northern Ireland +7 159 £74,830 -14.48% 176

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
1 231 (2.48%) SharePoint
2 131 (1.41%) Apache Spark
3 127 (1.36%) Apache Airflow
4 106 (1.14%) Confluence
5 88 (0.94%) Apache
5 88 (0.94%) CMS
6 61 (0.65%) Microsoft Exchange
7 38 (0.41%) WordPress
8 32 (0.34%) SAS
9 28 (0.30%) Jupyter
10 27 (0.29%) Palantir Foundry
11 11 (0.12%) ArcGIS
11 11 (0.12%) Camunda
12 9 (0.097%) IIS
12 9 (0.097%) Sitecore CMS
13 8 (0.086%) OpenStack
14 7 (0.075%) Adobe Experience Manager
14 7 (0.075%) Headless CMS
14 7 (0.075%) nginx
14 7 (0.075%) Oracle SOA Suite
Applications
1 803 (8.62%) Microsoft Excel
2 108 (1.16%) Chatbot
3 97 (1.04%) Microsoft Office
4 62 (0.67%) Microsoft PowerPoint
5 42 (0.45%) UserZoom
6 35 (0.38%) MS Visio
7 21 (0.23%) Adobe Creative Suite
8 20 (0.21%) Adobe After Effects
9 19 (0.20%) Adobe Illustrator
10 18 (0.19%) Photoshop
10 18 (0.19%) Spreadsheet
11 14 (0.15%) InDesign
12 11 (0.12%) Microsoft Project
13 10 (0.11%) Simulink
14 8 (0.086%) Adobe Premiere
14 8 (0.086%) LaTeX
14 8 (0.086%) SPSS
15 6 (0.064%) Trello
16 5 (0.054%) Camtasia
16 5 (0.054%) Moqups
Business Applications
1 108 (1.16%) Dynamics CRM
2 50 (0.54%) 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 4 (0.043%) Dynamics AX
12 3 (0.032%) Magento
12 3 (0.032%) Oracle EBS
12 3 (0.032%) Q-Pulse
Cloud Services
1 2,893 (31.04%) Azure
2 1,604 (17.21%) AWS
3 1,318 (14.14%) Power Platform
4 1,300 (13.95%) Azure AI
5 713 (7.65%) SaaS
6 641 (6.88%) GCP
7 438 (4.70%) Microsoft 365
8 429 (4.60%) GitHub
9 328 (3.52%) Microsoft Copilot
10 324 (3.48%) Azure DevOps
11 315 (3.38%) Snowflake
12 283 (3.04%) Serverless
13 259 (2.78%) Anthropic Claude
14 212 (2.27%) GitHub Copilot
15 203 (2.18%) Power Automate
16 202 (2.17%) Entra ID
17 167 (1.79%) Cloud Computing
18 153 (1.64%) Azure Synapse Analytics
19 152 (1.63%) Adobe Analytics
20 147 (1.58%) Amazon S3
Communications & Networking
1 289 (3.10%) Broadband
2 111 (1.19%) Internet
3 94 (1.01%) Network Security
4 93 (1.00%) Firewall
5 74 (0.79%) VPN
6 64 (0.69%) DNS
7 36 (0.39%) WAN
8 34 (0.36%) 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
16 16 (0.17%) Wireless
17 14 (0.15%) CTI
18 13 (0.14%) VXLAN
19 11 (0.12%) SMS
Database & Business Intelligence
1 1,053 (11.30%) Power BI
2 786 (8.43%) Tableau
3 284 (3.05%) MongoDB
4 262 (2.81%) Data Warehouse
5 234 (2.51%) SQL Server
6 221 (2.37%) PostgreSQL
7 213 (2.29%) Data Lake
8 202 (2.17%) Azure SQL Database
9 174 (1.87%) 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 62 (0.67%) Amazon Redshift
18 57 (0.61%) DynamoDB
19 56 (0.60%) Looker
20 55 (0.59%) Semantic Layer
Development Applications
1 329 (3.53%) Git
2 165 (1.77%) JIRA
3 161 (1.73%) Claude Code
4 116 (1.24%) Jenkins
5 89 (0.95%) GitLab
6 67 (0.72%) MLflow
7 40 (0.43%) Selenium
8 33 (0.35%) JUnit
9 32 (0.34%) Visual Studio Code
10 29 (0.31%) Maven
11 28 (0.30%) Postman
12 27 (0.29%) Cypress.io
12 27 (0.29%) Snyk
13 26 (0.28%) IBM UrbanCode
14 16 (0.17%) Mockito
15 13 (0.14%) Cucumber
15 13 (0.14%) Vite
16 12 (0.13%) Spock
17 11 (0.12%) Storybook
18 10 (0.11%) Gatling
General
1 2,955 (31.71%) Social Skills
2 2,026 (21.74%) Finance
3 1,020 (10.94%) Analytical Skills
4 773 (8.29%) Marketing
5 733 (7.86%) Inclusion and Diversity
6 552 (5.92%) Legal
7 506 (5.43%) Public Sector
8 488 (5.24%) Law
9 385 (4.13%) Banking
10 333 (3.57%) Retail
11 316 (3.39%) Games
12 241 (2.59%) Influencing Skills
13 218 (2.34%) Manufacturing
14 211 (2.26%) Organisational Skills
15 130 (1.39%) Financial Institution
16 126 (1.35%) Presentation Skills
17 111 (1.19%) Advertising
18 96 (1.03%) Telecoms
19 85 (0.91%) Legal Technology
20 66 (0.71%) Military
Job Titles
1 1,598 (17.15%) Senior
2 1,026 (11.01%) Lead
3 1,020 (10.94%) Analyst
4 934 (10.02%) Architect
5 909 (9.75%) Developer
6 730 (7.83%) Artificial Intelligence Engineer
7 679 (7.29%) Data Analyst
8 674 (7.23%) Junior
9 613 (6.58%) Junior Analyst
10 607 (6.51%) Junior Data Analyst
11 601 (6.45%) Software Engineer
12 382 (4.10%) Data Engineer
13 380 (4.08%) Solutions Architect
14 372 (3.99%) Consultant
15 243 (2.61%) Data Scientist
16 240 (2.58%) Senior Manager
17 229 (2.46%) Python Engineer
18 209 (2.24%) .NET Developer
18 209 (2.24%) Artificial Intelligence Architect
19 201 (2.16%) Data Architect
Libraries, Frameworks & Software Standards
1 522 (5.60%) React
2 457 (4.90%) .NET
3 270 (2.90%) REST
4 265 (2.84%) Node.js
5 244 (2.62%) LangChain
6 240 (2.58%) CSS
7 238 (2.55%) HTML
8 211 (2.26%) RESTful
9 205 (2.20%) ASP.NET
10 187 (2.01%) ASP.NET Core
11 186 (2.00%) Kafka
12 184 (1.97%) PyTorch
13 182 (1.95%) .NET Core
14 156 (1.67%) ML.NET
15 146 (1.57%) TensorFlow
16 135 (1.45%) Next.js
17 127 (1.36%) Blazor
18 124 (1.33%) FastAPI
18 124 (1.33%) LangGraph
19 121 (1.30%) PySpark
Miscellaneous
1 680 (7.30%) Cloud Native
2 626 (6.72%) AI Agents
3 392 (4.21%) Onboarding
4 303 (3.25%) Distributed Systems
5 297 (3.19%) Product Ownership
6 279 (2.99%) Social Media
7 194 (2.08%) Blog
8 182 (1.95%) Self-Motivation
9 181 (1.94%) Algorithms
10 174 (1.87%) Management Information System
11 144 (1.55%) Low-Code
12 139 (1.49%) Robotics
13 134 (1.44%) Enterprise Software
14 125 (1.34%) Data Centre
15 104 (1.12%) Marketing Technology
16 101 (1.08%) Legacy Systems
17 100 (1.07%) Mobile App
18 97 (1.04%) Greenfield Project
19 90 (0.97%) Cyber Threat
20 87 (0.93%) Virtual Team
Operating Systems
1 218 (2.34%) Windows
2 216 (2.32%) Linux
3 70 (0.75%) Android
4 66 (0.71%) Windows Server
5 44 (0.47%) Apple iOS
6 23 (0.25%) VMS
7 16 (0.17%) Mac OS
7 16 (0.17%) Ubuntu
7 16 (0.17%) Unix
8 8 (0.086%) Debian
9 6 (0.064%) Red Hat Enterprise Linux
10 5 (0.054%) Embedded Linux
10 5 (0.054%) Kali Linux
10 5 (0.054%) Windows Server 2019
11 3 (0.032%) Gentoo
11 3 (0.032%) Solaris
11 3 (0.032%) Windows 10
12 2 (0.021%) CentOS
13 1 (0.011%) Robot Operating System
13 1 (0.011%) Windows Server 2016
Processes & Methodologies
1 2,013 (21.60%) Machine Learning
2 1,961 (21.04%) Analytics
3 1,633 (17.52%) Agile
4 1,371 (14.71%) Software Engineering
5 1,352 (14.51%) Roadmaps
6 1,342 (14.40%) CI/CD
7 1,269 (13.62%) Business Intelligence
8 1,197 (12.84%) Continuous Improvement
9 1,175 (12.61%) Problem-Solving
10 1,120 (12.02%) Decision-Making
11 1,065 (11.43%) LLM
12 978 (10.49%) Mentoring
13 939 (10.08%) DevOps
14 840 (9.01%) Generative AI
15 813 (8.72%) Data Science
16 798 (8.56%) Stakeholder Management
17 747 (8.02%) Full-Stack Development
18 628 (6.74%) Data Engineering
19 615 (6.60%) Cybersecurity
20 582 (6.24%) Data Modelling
Programming Languages
1 2,984 (32.02%) Python
2 1,867 (20.03%) SQL
3 549 (5.89%) JavaScript
4 537 (5.76%) C#
5 450 (4.83%) TypeScript
6 419 (4.50%) Java
7 190 (2.04%) C++
8 145 (1.56%) PowerShell
9 102 (1.09%) Bash
10 99 (1.06%) Go
11 77 (0.83%) Bicep
12 69 (0.74%) C
13 66 (0.71%) PHP
14 64 (0.69%) R
15 63 (0.68%) Scala
16 53 (0.57%) Rust
17 49 (0.53%) Kotlin
18 48 (0.52%) Ruby
19 38 (0.41%) Data Analysis Expressions
20 27 (0.29%) Kusto Query Language
Qualifications
1 1,049 (11.26%) Azure Certification
2 1,005 (10.78%) Degree
3 650 (6.97%) Security Cleared
4 371 (3.98%) SC Cleared
5 270 (2.90%) Computer Science Degree
6 206 (2.21%) Master's Degree
7 190 (2.04%) DV Cleared
8 159 (1.71%) AWS Certification
9 134 (1.44%) CISSP
10 115 (1.23%) PhD
11 99 (1.06%) CISM
12 94 (1.01%) ACCA
13 87 (0.93%) 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 48 (0.52%) MBA
20 46 (0.49%) BPSS Clearance
Quality Assurance & Compliance
1 504 (5.41%) Data Quality
2 403 (4.32%) Accessibility
3 313 (3.36%) QA
4 273 (2.93%) GDPR
5 158 (1.70%) ISO/IEC 27001
6 112 (1.20%) GRC
7 111 (1.19%) NIST
8 84 (0.90%) WCAG
9 79 (0.85%) SLA
10 55 (0.59%) Cyber Essentials
11 51 (0.55%) California Consumer Privacy Act
12 36 (0.39%) PMO
13 30 (0.32%) Cyber Essentials PLUS
13 30 (0.32%) NCSC
14 29 (0.31%) IFRS
14 29 (0.31%) PCI DSS
15 24 (0.26%) Actionable Recommendations
15 24 (0.26%) EU AI Act
16 22 (0.24%) HIPAA
17 21 (0.23%) SOC 2
System Software
1 524 (5.62%) Docker
2 160 (1.72%) Active Directory
3 98 (1.05%) Virtual Machines
4 47 (0.50%) 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
1 540 (5.79%) Kubernetes
2 426 (4.57%) Terraform
3 141 (1.51%) Microsoft Intune
4 77 (0.83%) Ansible
5 74 (0.79%) Grafana
6 58 (0.62%) Prometheus
7 27 (0.29%) Puppet
8 21 (0.23%) 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%) Autotask
15 5 (0.054%) Functional Safety
15 5 (0.054%) SCCM
Vendors
1 2,171 (23.29%) Microsoft
2 454 (4.87%) Databricks
3 386 (4.14%) Google
4 274 (2.94%) OpenAI
5 238 (2.55%) Adobe
6 164 (1.76%) Salesforce
7 125 (1.34%) Oracle
8 120 (1.29%) SAP
9 117 (1.26%) Dell
10 111 (1.19%) Cisco
10 111 (1.19%) ServiceNow
11 93 (1.00%) Foundry
12 75 (0.80%) HubSpot
13 64 (0.69%) Apple
14 62 (0.67%) CyberArk
14 62 (0.67%) Facebook
15 54 (0.58%) VMware
16 50 (0.54%) Informatica
17 46 (0.49%) Palo Alto
18 45 (0.48%) Sage