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

6 months to
5 Aug 2026
Same period 2025 Same period 2024
Rank 7 13 43
Rank change year-on-year +6 +30 +62
Permanent jobs citing AI 9,026 4,937 4,063
As % of all permanent jobs in the UK 8.65% 9.95% 4.85%
As % of the Processes & Methodologies category 11.76% 11.13% 5.98%
Number of salaries quoted 4,961 1,537 1,750
10th Percentile £40,000 £25,313 £41,250
25th Percentile £51,300 £45,000 £54,000
Median annual salary (50th Percentile) £72,500 £68,500 £71,991
Median % change year-on-year +5.84% -4.85% -4.01%
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 76,763 44,374 67,952
As % of all permanent jobs advertised in the UK 73.58% 89.45% 81.06%
Number of salaries quoted 52,880 25,244 44,456
10th Percentile £30,750 £28,500 £31,246
25th Percentile £41,250 £37,500 £41,000
Median annual salary (50th Percentile) £60,000 £55,000 £55,000
Median % change year-on-year +9.09% - -8.71%
75th Percentile £78,750 £75,246 £75,000
90th Percentile £100,000 £97,500 £95,000
UK excluding London median annual salary £55,000 £49,000 £50,000
% change year-on-year +12.24% -2.00% -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 5 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 5 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 8,024 £71,061 +1.52% 8,090
UK excluding London -3 5,263 £65,000 +13.04% 3,145
London +16 3,183 £85,000 -2.86% 5,528
Work from Home 0 2,859 £70,000 +16.67% 3,109
North of England +11 1,587 £65,500 +19.09% 762
South East -2 1,167 £61,000 +39.43% 891
Midlands -8 832 £56,850 -5.25% 378
North West +24 799 £67,500 +12.50% 472
South West +6 600 £62,500 +8.70% 366
Yorkshire +2 545 £65,000 +79.31% 203
West Midlands -4 541 £60,000 - 256
East of England +27 528 £60,000 -6.98% 343
East Midlands -16 290 £52,500 -16.00% 122
Scotland -2 255 £70,000 +7.69% 280
North East +2 243 £65,000 +126.74% 90
Wales +20 187 £65,000 +18.18% 76
Northern Ireland +4 134 £74,830 -14.48% 88

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
1 200 (2.22%) SharePoint
2 129 (1.43%) Apache Airflow
3 128 (1.42%) Apache Spark
4 89 (0.99%) Confluence
5 79 (0.88%) Apache
5 79 (0.88%) CMS
6 55 (0.61%) Microsoft Exchange
7 51 (0.57%) Jupyter
8 38 (0.42%) WordPress
9 32 (0.35%) SAS
10 25 (0.28%) Palantir Foundry
11 24 (0.27%) ArcGIS
12 10 (0.11%) Camunda
13 9 (0.100%) Sitecore CMS
14 8 (0.089%) OpenStack
15 7 (0.078%) Adobe Experience Manager
15 7 (0.078%) Headless CMS
15 7 (0.078%) Oracle SOA Suite
16 5 (0.055%) nginx
16 5 (0.055%) Oracle Workflow
Applications
1 924 (10.24%) Microsoft Excel
2 120 (1.33%) Chatbot
3 86 (0.95%) Microsoft Office
4 56 (0.62%) Microsoft PowerPoint
5 43 (0.48%) UserZoom
6 30 (0.33%) MS Visio
7 20 (0.22%) Spreadsheet
8 18 (0.20%) Adobe After Effects
8 18 (0.20%) Adobe Creative Suite
8 18 (0.20%) Adobe Illustrator
8 18 (0.20%) Photoshop
9 14 (0.16%) InDesign
10 10 (0.11%) Simulink
11 8 (0.089%) LaTeX
12 7 (0.078%) Adobe Premiere
12 7 (0.078%) SPSS
13 5 (0.055%) Camtasia
13 5 (0.055%) Microsoft Project
14 4 (0.044%) Sketch
14 4 (0.044%) Trello
Business Applications
1 76 (0.84%) Dynamics CRM
2 49 (0.54%) SAP S/4HANA
3 28 (0.31%) Dynamics GP
4 24 (0.27%) Cloudability
5 21 (0.23%) NetSuite
6 10 (0.11%) Shopify
7 9 (0.100%) Payment Gateway
8 8 (0.089%) Relativity
8 8 (0.089%) Sage 50
8 8 (0.089%) SAP MDG
9 7 (0.078%) Distributed Ledger
10 6 (0.066%) Dynamics NAV
11 5 (0.055%) Elite 3E
11 5 (0.055%) Oracle ERP
12 4 (0.044%) Carpe Diem
12 4 (0.044%) Dynamics AX
12 4 (0.044%) Sage 200
13 3 (0.033%) Magento
13 3 (0.033%) Oracle EBS
13 3 (0.033%) SAP Business One
Cloud Services
1 2,977 (32.98%) Azure
2 1,548 (17.15%) AWS
3 1,451 (16.08%) Azure AI
4 1,449 (16.05%) Power Platform
5 649 (7.19%) SaaS
6 579 (6.41%) GCP
7 395 (4.38%) GitHub
8 391 (4.33%) Microsoft 365
9 313 (3.47%) Azure DevOps
10 299 (3.31%) Microsoft Copilot
11 292 (3.24%) Snowflake
12 274 (3.04%) Serverless
13 230 (2.55%) Anthropic Claude
14 192 (2.13%) GitHub Copilot
15 189 (2.09%) Entra ID
16 187 (2.07%) Cloud Computing
17 184 (2.04%) Power Automate
18 171 (1.89%) Adobe Analytics
19 150 (1.66%) Azure Synapse Analytics
20 139 (1.54%) Amazon S3
Communications & Networking
1 320 (3.55%) Broadband
2 107 (1.19%) Internet
3 86 (0.95%) Firewall
4 82 (0.91%) Network Security
5 74 (0.82%) VPN
6 57 (0.63%) DNS
7 36 (0.40%) WAN
8 30 (0.33%) TCP/IP
9 27 (0.30%) BGP
9 27 (0.30%) VLAN
10 19 (0.21%) MQTT
10 19 (0.21%) OSPF
11 18 (0.20%) VoIP
12 17 (0.19%) DHCP
12 17 (0.19%) HTTP
13 15 (0.17%) CTI
13 15 (0.17%) Wireless
14 13 (0.14%) LAN
14 13 (0.14%) VXLAN
15 10 (0.11%) 5G
Database & Business Intelligence
1 1,198 (13.27%) Power BI
2 949 (10.51%) Tableau
3 280 (3.10%) MongoDB
4 249 (2.76%) Data Warehouse
5 232 (2.57%) SQL Server
6 210 (2.33%) PostgreSQL
7 199 (2.20%) Azure SQL Database
8 196 (2.17%) Data Lake
9 162 (1.79%) Metadata
10 142 (1.57%) NoSQL
11 114 (1.26%) Big Data
12 103 (1.14%) Relational Database
13 97 (1.07%) MySQL
14 87 (0.96%) BigQuery
15 69 (0.76%) Elasticsearch
16 61 (0.68%) Redis
17 58 (0.64%) Looker
18 57 (0.63%) Amazon Redshift
19 55 (0.61%) Delta Lake
20 50 (0.55%) Star Schema
Development Applications
1 306 (3.39%) Git
2 149 (1.65%) Claude Code
3 142 (1.57%) JIRA
4 113 (1.25%) Jenkins
5 91 (1.01%) GitLab
6 67 (0.74%) MLflow
7 52 (0.58%) Visual Studio Code
8 40 (0.44%) Selenium
9 32 (0.35%) JUnit
10 27 (0.30%) IBM UrbanCode
10 27 (0.30%) Postman
10 27 (0.30%) Snyk
11 26 (0.29%) Maven
12 22 (0.24%) Cypress.io
13 15 (0.17%) Mockito
14 13 (0.14%) Vite
15 12 (0.13%) Spock
16 11 (0.12%) Cucumber
16 11 (0.12%) JMeter
16 11 (0.12%) SpecFlow
General
1 2,938 (32.55%) Social Skills
2 1,855 (20.55%) Finance
3 892 (9.88%) Analytical Skills
4 692 (7.67%) Marketing
5 654 (7.25%) Inclusion and Diversity
6 492 (5.45%) Legal
7 451 (5.00%) Public Sector
8 445 (4.93%) Law
9 349 (3.87%) Games
10 346 (3.83%) Banking
11 339 (3.76%) Retail
12 211 (2.34%) Manufacturing
13 205 (2.27%) Influencing Skills
14 184 (2.04%) Organisational Skills
15 116 (1.29%) Financial Institution
16 115 (1.27%) Advertising
17 113 (1.25%) Presentation Skills
18 90 (1.00%) Telecoms
19 89 (0.99%) Legal Technology
20 71 (0.79%) Automotive
Job Titles
1 1,496 (16.57%) Senior
2 1,158 (12.83%) Analyst
3 956 (10.59%) Lead
4 885 (9.81%) Developer
5 871 (9.65%) Architect
6 848 (9.40%) Data Analyst
7 829 (9.18%) Junior
8 777 (8.61%) Junior Analyst
9 772 (8.55%) Junior Data Analyst
10 699 (7.74%) Artificial Intelligence Engineer
11 566 (6.27%) Software Engineer
12 368 (4.08%) Data Engineer
13 362 (4.01%) Consultant
14 347 (3.84%) Solutions Architect
15 236 (2.61%) Data Scientist
16 234 (2.59%) Python Engineer
17 215 (2.38%) Senior Manager
18 207 (2.29%) .NET Developer
19 194 (2.15%) Artificial Intelligence Architect
20 192 (2.13%) Data Architect
Libraries, Frameworks & Software Standards
1 503 (5.57%) React
2 447 (4.95%) .NET
3 251 (2.78%) Node.js
4 248 (2.75%) REST
5 238 (2.64%) CSS
6 228 (2.53%) HTML
7 224 (2.48%) LangChain
8 210 (2.33%) RESTful
9 205 (2.27%) ASP.NET
10 187 (2.07%) ASP.NET Core
11 185 (2.05%) Kafka
11 185 (2.05%) PyTorch
12 178 (1.97%) .NET Core
13 156 (1.73%) ML.NET
14 134 (1.48%) TensorFlow
15 127 (1.41%) FastAPI
16 124 (1.37%) Blazor
16 124 (1.37%) Next.js
17 123 (1.36%) scikit-learn
18 119 (1.32%) PySpark
Miscellaneous
1 630 (6.98%) Cloud Native
2 542 (6.00%) AI Agents
3 355 (3.93%) Onboarding
4 290 (3.21%) Distributed Systems
4 290 (3.21%) Social Media
5 273 (3.02%) Product Ownership
6 209 (2.32%) Algorithms
7 169 (1.87%) Self-Motivation
8 161 (1.78%) Management Information System
9 144 (1.60%) Blog
10 139 (1.54%) Low-Code
11 137 (1.52%) Robotics
12 124 (1.37%) Data Centre
13 121 (1.34%) Enterprise Software
14 99 (1.10%) Mobile App
15 97 (1.07%) Legacy Systems
16 93 (1.03%) Greenfield Project
17 88 (0.97%) Virtual Team
18 82 (0.91%) Cyber Threat
19 79 (0.88%) IoT
Operating Systems
1 207 (2.29%) Linux
2 197 (2.18%) Windows
3 72 (0.80%) Android
4 65 (0.72%) Windows Server
5 46 (0.51%) Apple iOS
6 22 (0.24%) VMS
7 16 (0.18%) Mac OS
8 15 (0.17%) Unix
9 13 (0.14%) Ubuntu
10 6 (0.066%) Debian
11 5 (0.055%) Embedded Linux
11 5 (0.055%) Kali Linux
12 3 (0.033%) Gentoo
12 3 (0.033%) Red Hat Enterprise Linux
12 3 (0.033%) Solaris
12 3 (0.033%) Windows Server 2019
13 2 (0.022%) Windows 10
14 1 (0.011%) AIX
14 1 (0.011%) Alpine Linux
14 1 (0.011%) Windows Server 2016
Processes & Methodologies
1 1,915 (21.22%) Machine Learning
2 1,889 (20.93%) Analytics
3 1,565 (17.34%) Agile
4 1,384 (15.33%) Business Intelligence
5 1,313 (14.55%) Roadmaps
6 1,282 (14.20%) CI/CD
6 1,282 (14.20%) Software Engineering
7 1,084 (12.01%) Problem-Solving
8 1,063 (11.78%) Continuous Improvement
9 1,036 (11.48%) Decision-Making
10 1,000 (11.08%) LLM
11 951 (10.54%) Mentoring
12 907 (10.05%) DevOps
13 788 (8.73%) Generative AI
14 772 (8.55%) Data Science
15 723 (8.01%) Full-Stack Development
16 679 (7.52%) Stakeholder Management
17 592 (6.56%) Data Engineering
18 563 (6.24%) Data Modelling
19 540 (5.98%) Cybersecurity
Programming Languages
1 3,097 (34.31%) Python
2 1,945 (21.55%) SQL
3 529 (5.86%) JavaScript
4 525 (5.82%) C#
5 429 (4.75%) TypeScript
6 398 (4.41%) Java
7 183 (2.03%) C++
8 134 (1.48%) PowerShell
9 102 (1.13%) Bash
10 94 (1.04%) Go
11 73 (0.81%) Bicep
12 65 (0.72%) PHP
13 64 (0.71%) C
14 57 (0.63%) Scala
15 56 (0.62%) R
16 49 (0.54%) Rust
17 47 (0.52%) Kotlin
18 46 (0.51%) Ruby
19 38 (0.42%) Data Analysis Expressions
20 27 (0.30%) Kusto Query Language
Qualifications
1 1,203 (13.33%) Azure Certification
2 932 (10.33%) Degree
3 582 (6.45%) Security Cleared
4 338 (3.74%) SC Cleared
5 243 (2.69%) Computer Science Degree
6 179 (1.98%) AWS Certification
7 171 (1.89%) Master's Degree
8 170 (1.88%) DV Cleared
9 123 (1.36%) CISSP
10 108 (1.20%) PhD
11 91 (1.01%) ACCA
12 90 (1.00%) CISM
13 76 (0.84%) Microsoft Certification
14 73 (0.81%) CIMA
15 68 (0.75%) DBS Check
16 66 (0.73%) AWS Certified Solutions Architect
17 58 (0.64%) A+ Certification
18 57 (0.63%) Network+ Certification
19 49 (0.54%) AWS Certified Cloud Practitioner
20 42 (0.47%) Cisco Certification
Quality Assurance & Compliance
1 457 (5.06%) Data Quality
2 432 (4.79%) Accessibility
3 298 (3.30%) QA
4 262 (2.90%) GDPR
5 140 (1.55%) ISO/IEC 27001
6 101 (1.12%) GRC
7 97 (1.07%) NIST
8 82 (0.91%) WCAG
9 75 (0.83%) SLA
10 51 (0.57%) California Consumer Privacy Act
11 48 (0.53%) Cyber Essentials
12 36 (0.40%) PMO
13 32 (0.35%) IFRS
14 30 (0.33%) PCI DSS
15 25 (0.28%) Cyber Essentials PLUS
15 25 (0.28%) EU AI Act
16 22 (0.24%) HIPAA
16 22 (0.24%) NCSC
16 22 (0.24%) SOC 2
17 19 (0.21%) ISO/IEC 42001
System Software
1 512 (5.67%) Docker
2 155 (1.72%) Active Directory
3 98 (1.09%) Virtual Machines
4 37 (0.41%) VMware Infrastructure
5 22 (0.24%) Firmware
6 20 (0.22%) Virtual Desktop
7 17 (0.19%) vSphere
8 13 (0.14%) Hyper-V
9 11 (0.12%) Embedded Firmware
10 8 (0.089%) Ceph
11 6 (0.066%) IAG
12 3 (0.033%) VMware NSX
13 2 (0.022%) Slurm Workload Manager
14 1 (0.011%) Apache Flume
14 1 (0.011%) ProxySG
14 1 (0.011%) VMware ESXi
Systems Management
1 515 (5.71%) Kubernetes
2 407 (4.51%) Terraform
3 128 (1.42%) Microsoft Intune
4 73 (0.81%) Ansible
5 66 (0.73%) Grafana
6 59 (0.65%) Prometheus
7 24 (0.27%) Puppet
8 20 (0.22%) Argo
9 18 (0.20%) Kubeflow
9 18 (0.20%) Single Sign-On
10 17 (0.19%) Podman
11 13 (0.14%) Progress Chef
12 11 (0.12%) Istio
13 7 (0.078%) Check_MK
13 7 (0.078%) Nagios
14 6 (0.066%) Control-M
14 6 (0.066%) Hadoop YARN
15 5 (0.055%) Autotask
15 5 (0.055%) Microsoft Clustering
15 5 (0.055%) Proxmox
Vendors
1 2,246 (24.88%) Microsoft
2 421 (4.66%) Databricks
3 329 (3.65%) Google
4 248 (2.75%) Adobe
5 242 (2.68%) OpenAI
6 149 (1.65%) Salesforce
7 132 (1.46%) Dell
8 121 (1.34%) Oracle
9 118 (1.31%) SAP
10 113 (1.25%) Cisco
11 107 (1.19%) ServiceNow
12 91 (1.01%) Foundry
13 70 (0.78%) HubSpot
14 60 (0.66%) CyberArk
15 59 (0.65%) Apple
16 53 (0.59%) Facebook
17 50 (0.55%) Informatica
18 44 (0.49%) VMware
19 43 (0.48%) Palo Alto
19 43 (0.48%) Sage