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 24 July 2026, with comparisons to the same periods in the previous two years.

6 months to
24 Jul 2026
Same period 2025 Same period 2024
Rank 7 13 47
Rank change year-on-year +6 +34 +62
Permanent jobs citing AI 8,545 4,926 4,192
As % of all permanent jobs in the UK 8.50% 10.04% 4.59%
As % of the Processes & Methodologies category 11.55% 11.16% 5.62%
Number of salaries quoted 4,685 1,553 1,878
10th Percentile £40,000 £25,313 £40,000
25th Percentile £51,250 £46,250 £53,250
Median annual salary (50th Percentile) £70,752 £66,295 £70,000
Median % change year-on-year +6.72% -5.29% -6.67%
75th Percentile £95,000 £96,250 £93,750
90th Percentile £110,000 £117,500 £115,000
UK excluding London median annual salary £63,076 £62,500 £64,100
% change year-on-year +0.92% -2.50% -5.04%

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 74,007 44,123 74,573
As % of all permanent jobs advertised in the UK 73.62% 89.89% 81.72%
Number of salaries quoted 51,106 24,962 50,806
10th Percentile £30,500 £28,750 £30,000
25th Percentile £41,250 £37,500 £40,000
Median annual salary (50th Percentile) £60,000 £55,000 £55,000
Median % change year-on-year +9.09% - -8.71%
75th Percentile £78,750 £76,250 £73,750
90th Percentile £100,000 £97,500 £93,750
UK excluding London median annual salary £55,000 £50,000 £50,000
% change year-on-year +10.00% - -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 24 July 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 24 July 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 7,619 £70,000 +4.59% 5,474
UK excluding London -5 5,022 £63,076 +0.92% 2,487
London +15 2,978 £85,000 -5.56% 3,534
Work from Home 0 2,719 £70,000 +7.03% 2,043
North of England +12 1,540 £66,250 +20.45% 657
South East +1 1,117 £60,000 +33.33% 752
Midlands -8 785 £56,000 -6.67% 284
North West +25 764 £70,000 +16.67% 413
South West +3 566 £62,500 +4.17% 290
Yorkshire +1 554 £65,000 +114.43% 169
East of England +22 508 £60,000 -9.37% 222
West Midlands -5 500 £60,000 - 174
East Midlands -17 284 £52,500 -16.00% 109
Scotland -2 242 £70,000 +7.69% 178
North East +2 222 £65,000 +106.35% 80
Wales +19 166 £65,000 +18.18% 65
Northern Ireland +6 127 £74,830 -14.48% 66

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
1 179 (2.09%) SharePoint
2 119 (1.39%) Apache Spark
3 116 (1.36%) Apache Airflow
4 78 (0.91%) Confluence
5 77 (0.90%) CMS
6 67 (0.78%) Apache
7 65 (0.76%) Jupyter
8 52 (0.61%) Microsoft Exchange
9 37 (0.43%) WordPress
10 29 (0.34%) SAS
11 24 (0.28%) ArcGIS
11 24 (0.28%) Palantir Foundry
12 9 (0.11%) Camunda
12 9 (0.11%) Sitecore CMS
13 7 (0.082%) Adobe Experience Manager
13 7 (0.082%) Headless CMS
14 5 (0.059%) Apache Pig
14 5 (0.059%) ColdFusion
14 5 (0.059%) OpenStack
14 5 (0.059%) Oracle Workflow
Applications
1 943 (11.04%) Microsoft Excel
2 135 (1.58%) Chatbot
3 72 (0.84%) Microsoft Office
4 48 (0.56%) Microsoft PowerPoint
5 44 (0.51%) UserZoom
6 24 (0.28%) MS Visio
7 21 (0.25%) Spreadsheet
8 18 (0.21%) Adobe After Effects
8 18 (0.21%) Adobe Creative Suite
9 17 (0.20%) Adobe Illustrator
9 17 (0.20%) Photoshop
10 13 (0.15%) InDesign
11 9 (0.11%) Simulink
12 8 (0.094%) LaTeX
13 6 (0.070%) Camtasia
14 5 (0.059%) Adobe Premiere
14 5 (0.059%) Microsoft Project
14 5 (0.059%) SPSS
15 4 (0.047%) CapCut
15 4 (0.047%) Sketch
Business Applications
1 68 (0.80%) Dynamics CRM
2 48 (0.56%) SAP S/4HANA
3 29 (0.34%) Dynamics GP
4 24 (0.28%) Cloudability
5 20 (0.23%) NetSuite
6 8 (0.094%) Payment Gateway
6 8 (0.094%) Sage 50
6 8 (0.094%) SAP MDG
7 6 (0.070%) Distributed Ledger
7 6 (0.070%) Relativity
8 5 (0.059%) Dynamics NAV
8 5 (0.059%) Elite 3E
8 5 (0.059%) Oracle ERP
9 4 (0.047%) Carpe Diem
9 4 (0.047%) Dynamics AX
9 4 (0.047%) Sage 200
9 4 (0.047%) Shopify
9 4 (0.047%) Workday HCM
10 3 (0.035%) Salesforce CRM
10 3 (0.035%) Sparx Enterprise Architect
Cloud Services
1 2,912 (34.08%) Azure
2 1,495 (17.50%) Azure AI
3 1,438 (16.83%) Power Platform
4 1,428 (16.71%) AWS
5 608 (7.12%) SaaS
6 525 (6.14%) GCP
7 370 (4.33%) Microsoft 365
8 343 (4.01%) GitHub
9 298 (3.49%) Azure DevOps
10 274 (3.21%) Microsoft Copilot
11 258 (3.02%) Snowflake
12 255 (2.98%) Serverless
13 206 (2.41%) Cloud Computing
14 194 (2.27%) Anthropic Claude
15 189 (2.21%) Adobe Analytics
16 185 (2.17%) Entra ID
17 165 (1.93%) GitHub Copilot
18 157 (1.84%) Power Automate
19 143 (1.67%) Azure Synapse Analytics
20 132 (1.54%) Figma
Communications & Networking
1 350 (4.10%) Broadband
2 104 (1.22%) Internet
3 87 (1.02%) Firewall
4 75 (0.88%) Network Security
5 74 (0.87%) VPN
6 54 (0.63%) DNS
7 34 (0.40%) WAN
8 27 (0.32%) TCP/IP
8 27 (0.32%) VLAN
9 26 (0.30%) BGP
10 20 (0.23%) VoIP
11 19 (0.22%) DHCP
12 18 (0.21%) HTTP
12 18 (0.21%) MQTT
12 18 (0.21%) OSPF
13 15 (0.18%) CTI
13 15 (0.18%) Wireless
14 13 (0.15%) VXLAN
15 11 (0.13%) Intranet
15 11 (0.13%) Wireshark
Database & Business Intelligence
1 1,210 (14.16%) Power BI
2 988 (11.56%) Tableau
3 276 (3.23%) MongoDB
4 235 (2.75%) Data Warehouse
5 221 (2.59%) SQL Server
6 194 (2.27%) Azure SQL Database
7 193 (2.26%) PostgreSQL
8 183 (2.14%) Data Lake
9 145 (1.70%) Metadata
10 131 (1.53%) NoSQL
11 110 (1.29%) Big Data
12 96 (1.12%) MySQL
13 94 (1.10%) Relational Database
14 82 (0.96%) BigQuery
15 70 (0.82%) Elasticsearch
16 59 (0.69%) Redis
17 56 (0.66%) Looker
18 53 (0.62%) Amazon Redshift
19 50 (0.59%) Amazon RDS
20 48 (0.56%) Semantic Layer
Development Applications
1 270 (3.16%) Git
2 129 (1.51%) Claude Code
3 120 (1.40%) JIRA
4 100 (1.17%) Jenkins
5 83 (0.97%) GitLab
6 64 (0.75%) MLflow
6 64 (0.75%) Visual Studio Code
7 40 (0.47%) Selenium
8 27 (0.32%) Postman
9 26 (0.30%) IBM UrbanCode
9 26 (0.30%) Snyk
10 25 (0.29%) JUnit
11 20 (0.23%) Cypress.io
11 20 (0.23%) Maven
12 13 (0.15%) Vite
13 12 (0.14%) SpecFlow
14 11 (0.13%) Cucumber
14 11 (0.13%) JMeter
14 11 (0.13%) Mockito
15 10 (0.12%) Spock
General
1 2,813 (32.92%) Social Skills
2 1,637 (19.16%) Finance
3 772 (9.03%) Analytical Skills
4 610 (7.14%) Marketing
5 553 (6.47%) Inclusion and Diversity
6 442 (5.17%) Legal
7 414 (4.84%) Public Sector
8 376 (4.40%) Law
9 371 (4.34%) Games
10 324 (3.79%) Retail
11 296 (3.46%) Banking
12 203 (2.38%) Manufacturing
13 181 (2.12%) Influencing Skills
14 168 (1.97%) Organisational Skills
15 112 (1.31%) Advertising
16 104 (1.22%) Presentation Skills
17 93 (1.09%) Financial Institution
18 86 (1.01%) Telecoms
19 80 (0.94%) Legal Technology
20 74 (0.87%) Automotive
Job Titles
1 1,381 (16.16%) Senior
2 1,184 (13.86%) Analyst
3 915 (10.71%) Lead
4 902 (10.56%) Data Analyst
5 872 (10.20%) Junior
6 843 (9.87%) Developer
7 832 (9.74%) Junior Analyst
8 827 (9.68%) Junior Data Analyst
9 812 (9.50%) Architect
10 675 (7.90%) Artificial Intelligence Engineer
11 498 (5.83%) Software Engineer
12 345 (4.04%) Consultant
13 329 (3.85%) Data Engineer
14 326 (3.82%) Solutions Architect
15 227 (2.66%) Python Engineer
16 204 (2.39%) .NET Developer
17 200 (2.34%) Senior Manager
18 197 (2.31%) Data Scientist
19 183 (2.14%) Artificial Intelligence Architect
20 176 (2.06%) Data Architect
Libraries, Frameworks & Software Standards
1 462 (5.41%) React
2 432 (5.06%) .NET
3 236 (2.76%) CSS
4 233 (2.73%) Node.js
5 229 (2.68%) HTML
6 213 (2.49%) REST
6 213 (2.49%) RESTful
7 199 (2.33%) ASP.NET
7 199 (2.33%) LangChain
8 184 (2.15%) ASP.NET Core
9 181 (2.12%) PyTorch
10 174 (2.04%) .NET Core
11 173 (2.02%) Kafka
12 154 (1.80%) ML.NET
13 134 (1.57%) TensorFlow
14 129 (1.51%) scikit-learn
15 123 (1.44%) FastAPI
16 120 (1.40%) Blazor
17 110 (1.29%) Next.js
17 110 (1.29%) PySpark
Miscellaneous
1 577 (6.75%) Cloud Native
2 446 (5.22%) AI Agents
3 328 (3.84%) Onboarding
4 303 (3.55%) Social Media
5 279 (3.27%) Distributed Systems
6 258 (3.02%) Product Ownership
7 200 (2.34%) Algorithms
8 150 (1.76%) Self-Motivation
9 145 (1.70%) Management Information System
10 135 (1.58%) Robotics
11 127 (1.49%) Low-Code
12 117 (1.37%) Blog
13 116 (1.36%) Data Centre
14 102 (1.19%) Mobile App
15 98 (1.15%) Enterprise Software
16 91 (1.06%) Legacy Systems
17 85 (0.99%) Greenfield Project
18 84 (0.98%) Virtual Team
19 75 (0.88%) Security Posture
20 73 (0.85%) IoT
Operating Systems
1 188 (2.20%) Linux
2 186 (2.18%) Windows
3 74 (0.87%) Android
4 58 (0.68%) Windows Server
5 50 (0.59%) Apple iOS
6 23 (0.27%) VMS
7 14 (0.16%) Mac OS
8 13 (0.15%) Unix
9 12 (0.14%) Ubuntu
10 5 (0.059%) Debian
10 5 (0.059%) Kali Linux
11 3 (0.035%) Embedded Linux
11 3 (0.035%) Gentoo
11 3 (0.035%) Windows Server 2016
11 3 (0.035%) Windows Server 2019
12 2 (0.023%) Robot Operating System
12 2 (0.023%) Windows 10
13 1 (0.012%) AIX
13 1 (0.012%) FreeRTOS
13 1 (0.012%) Red Hat Enterprise Linux
Processes & Methodologies
1 1,766 (20.67%) Machine Learning
2 1,746 (20.43%) Analytics
3 1,448 (16.95%) Agile
4 1,376 (16.10%) Business Intelligence
5 1,253 (14.66%) Roadmaps
6 1,169 (13.68%) CI/CD
7 1,150 (13.46%) Software Engineering
8 973 (11.39%) Problem-Solving
9 966 (11.30%) Decision-Making
10 963 (11.27%) Continuous Improvement
11 922 (10.79%) LLM
12 889 (10.40%) Mentoring
13 845 (9.89%) DevOps
14 725 (8.48%) Generative AI
15 687 (8.04%) Full-Stack Development
16 668 (7.82%) Data Science
17 584 (6.83%) Stakeholder Management
18 555 (6.50%) Data Engineering
19 526 (6.16%) Artificial Intelligence Engineering
20 522 (6.11%) Data Modelling
Programming Languages
1 3,040 (35.58%) Python
2 1,886 (22.07%) SQL
3 496 (5.80%) C#
4 490 (5.73%) JavaScript
5 389 (4.55%) TypeScript
6 364 (4.26%) Java
7 175 (2.05%) C++
8 128 (1.50%) PowerShell
9 101 (1.18%) Bash
10 92 (1.08%) Go
11 72 (0.84%) Bicep
12 62 (0.73%) C
12 62 (0.73%) PHP
13 48 (0.56%) Rust
14 47 (0.55%) Scala
15 46 (0.54%) R
16 42 (0.49%) Kotlin
16 42 (0.49%) Ruby
17 33 (0.39%) Data Analysis Expressions
18 27 (0.32%) Kusto Query Language
Qualifications
1 1,250 (14.63%) Azure Certification
2 845 (9.89%) Degree
3 507 (5.93%) Security Cleared
4 292 (3.42%) SC Cleared
5 215 (2.52%) Computer Science Degree
6 185 (2.17%) AWS Certification
7 152 (1.78%) Master's Degree
8 145 (1.70%) DV Cleared
9 116 (1.36%) CISSP
10 103 (1.21%) PhD
11 89 (1.04%) ACCA
12 80 (0.94%) CISM
13 70 (0.82%) DBS Check
14 69 (0.81%) CIMA
15 68 (0.80%) Microsoft Certification
16 66 (0.77%) AWS Certified Solutions Architect
17 63 (0.74%) AWS Certified Cloud Practitioner
18 57 (0.67%) Network+ Certification
19 56 (0.66%) A+ Certification
20 42 (0.49%) Cisco Certification
Quality Assurance & Compliance
1 437 (5.11%) Accessibility
2 404 (4.73%) Data Quality
3 268 (3.14%) QA
4 249 (2.91%) GDPR
5 119 (1.39%) ISO/IEC 27001
6 97 (1.14%) GRC
7 86 (1.01%) NIST
8 83 (0.97%) WCAG
9 67 (0.78%) SLA
10 52 (0.61%) California Consumer Privacy Act
11 40 (0.47%) Cyber Essentials
12 36 (0.42%) PMO
13 32 (0.37%) IFRS
14 31 (0.36%) PCI DSS
15 22 (0.26%) EU AI Act
15 22 (0.26%) HIPAA
16 21 (0.25%) SOC 2
17 20 (0.23%) Cyber Essentials PLUS
18 16 (0.19%) NCSC
18 16 (0.19%) Sarbanes-Oxley
System Software
1 459 (5.37%) Docker
2 153 (1.79%) Active Directory
3 98 (1.15%) Virtual Machines
4 34 (0.40%) VMware Infrastructure
5 22 (0.26%) Firmware
6 21 (0.25%) Virtual Desktop
7 17 (0.20%) vSphere
8 11 (0.13%) Embedded Firmware
9 10 (0.12%) Hyper-V
10 6 (0.070%) IAG
11 4 (0.047%) Ceph
12 2 (0.023%) Kamailio
12 2 (0.023%) VMware NSX
13 1 (0.012%) Apache Flume
13 1 (0.012%) Slurm Workload Manager
Systems Management
1 471 (5.51%) Kubernetes
2 375 (4.39%) Terraform
3 121 (1.42%) Microsoft Intune
4 67 (0.78%) Ansible
5 60 (0.70%) Grafana
6 53 (0.62%) Prometheus
7 21 (0.25%) Single Sign-On
8 20 (0.23%) Puppet
9 19 (0.22%) Argo
10 16 (0.19%) Kubeflow
11 14 (0.16%) Podman
12 11 (0.13%) Progress Chef
13 8 (0.094%) Istio
14 7 (0.082%) Nagios
15 6 (0.070%) Control-M
15 6 (0.070%) Hadoop YARN
16 5 (0.059%) Autotask
16 5 (0.059%) Functional Safety
16 5 (0.059%) Proxmox
17 4 (0.047%) SolarWinds Orion
Vendors
1 2,218 (25.96%) Microsoft
2 379 (4.44%) Databricks
3 290 (3.39%) Google
4 265 (3.10%) Adobe
5 226 (2.64%) OpenAI
6 133 (1.56%) Dell
7 132 (1.54%) Salesforce
8 112 (1.31%) Oracle
9 111 (1.30%) Cisco
9 111 (1.30%) SAP
10 100 (1.17%) ServiceNow
11 86 (1.01%) Foundry
12 62 (0.73%) HubSpot
13 58 (0.68%) CyberArk
14 53 (0.62%) Apple
15 47 (0.55%) Informatica
16 42 (0.49%) Facebook
17 41 (0.48%) CrowdStrike
17 41 (0.48%) Palo Alto
17 41 (0.48%) VMware