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

6 months to
22 Jul 2026
Same period 2025 Same period 2024
Rank 7 13 47
Rank change year-on-year +6 +34 +62
Permanent jobs citing AI 8,377 4,930 4,253
As % of all permanent jobs in the UK 8.36% 10.03% 4.54%
As % of the Processes & Methodologies category 11.36% 11.14% 5.55%
Number of salaries quoted 4,623 1,558 1,914
10th Percentile £40,000 £25,313 £40,000
25th Percentile £51,250 £46,250 £53,250
Median annual salary (50th Percentile) £70,000 £66,295 £70,000
Median % change year-on-year +5.59% -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 £62,500 £63,908 £63,500
% change year-on-year -2.20% +0.64% -2.83%

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 73,727 44,243 76,601
As % of all permanent jobs advertised in the UK 73.60% 89.97% 81.83%
Number of salaries quoted 51,045 24,911 52,533
10th Percentile £30,500 £28,750 £30,000
25th Percentile £41,250 £37,750 £40,000
Median annual salary (50th Percentile) £60,000 £56,000 £55,000
Median % change year-on-year +7.14% +1.82% -8.73%
75th Percentile £78,750 £76,250 £73,750
90th Percentile £100,000 £98,474 £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 22 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 22 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 +6 7,477 £70,000 +5.52% 5,245
UK excluding London -5 4,957 £62,500 -2.20% 2,312
London +14 2,888 £85,000 -5.56% 3,459
Work from Home 0 2,667 £70,000 +5.90% 2,102
North of England +13 1,521 £67,249 +22.27% 593
South East -3 1,106 £60,000 +33.33% 774
Midlands -8 778 £55,000 -8.33% 265
North West +27 757 £70,000 +16.67% 371
South West +1 550 £62,500 +4.17% 221
Yorkshire 0 544 £65,000 +114.43% 167
East of England +18 510 £60,000 -9.38% 206
West Midlands -5 495 £60,000 - 170
East Midlands -18 282 £52,500 -16.00% 95
Scotland -4 232 £70,000 +7.69% 159
North East -2 220 £65,000 +106.35% 59
Wales +16 163 £63,500 +15.45% 57
Northern Ireland +7 126 £74,830 -14.48% 62

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
1 172 (2.05%) SharePoint
2 116 (1.38%) Apache Spark
3 115 (1.37%) Apache Airflow
4 77 (0.92%) CMS
5 75 (0.90%) Confluence
6 66 (0.79%) Jupyter
7 63 (0.75%) Apache
8 50 (0.60%) Microsoft Exchange
9 37 (0.44%) WordPress
10 30 (0.36%) SAS
11 25 (0.30%) ArcGIS
12 23 (0.27%) Palantir Foundry
13 9 (0.11%) Camunda
13 9 (0.11%) Sitecore CMS
14 7 (0.084%) Headless CMS
15 6 (0.072%) Adobe Experience Manager
16 5 (0.060%) Apache Pig
16 5 (0.060%) ColdFusion
16 5 (0.060%) Oracle Workflow
17 3 (0.036%) nginx
Applications
1 941 (11.23%) Microsoft Excel
2 131 (1.56%) Chatbot
3 71 (0.85%) Microsoft Office
4 47 (0.56%) Microsoft PowerPoint
5 44 (0.53%) UserZoom
6 24 (0.29%) 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 (0.16%) InDesign
11 9 (0.11%) Simulink
12 8 (0.095%) LaTeX
13 6 (0.072%) Camtasia
14 5 (0.060%) Adobe Premiere
14 5 (0.060%) Microsoft Project
14 5 (0.060%) SPSS
15 4 (0.048%) CapCut
15 4 (0.048%) Sketch
Business Applications
1 70 (0.84%) Dynamics CRM
2 48 (0.57%) SAP S/4HANA
3 29 (0.35%) Dynamics GP
4 24 (0.29%) Cloudability
5 20 (0.24%) NetSuite
6 8 (0.095%) Payment Gateway
6 8 (0.095%) Sage 50
6 8 (0.095%) SAP MDG
7 6 (0.072%) Relativity
8 5 (0.060%) Distributed Ledger
8 5 (0.060%) Dynamics NAV
8 5 (0.060%) Elite 3E
8 5 (0.060%) Oracle ERP
9 4 (0.048%) Carpe Diem
9 4 (0.048%) Dynamics AX
9 4 (0.048%) Sage 200
9 4 (0.048%) Shopify
9 4 (0.048%) Workday HCM
10 3 (0.036%) Q-Pulse
10 3 (0.036%) Salesforce CRM
Cloud Services
1 2,882 (34.40%) Azure
2 1,495 (17.85%) Azure AI
3 1,424 (17.00%) Power Platform
4 1,396 (16.66%) AWS
5 594 (7.09%) SaaS
6 510 (6.09%) GCP
7 366 (4.37%) Microsoft 365
8 336 (4.01%) GitHub
9 287 (3.43%) Azure DevOps
10 272 (3.25%) Microsoft Copilot
11 255 (3.04%) Serverless
12 248 (2.96%) Snowflake
13 206 (2.46%) Cloud Computing
14 192 (2.29%) Anthropic Claude
15 189 (2.26%) Adobe Analytics
16 184 (2.20%) Entra ID
17 159 (1.90%) GitHub Copilot
18 156 (1.86%) Power Automate
19 141 (1.68%) Azure Synapse Analytics
20 128 (1.53%) Figma
Communications & Networking
1 348 (4.15%) Broadband
2 104 (1.24%) Internet
3 85 (1.01%) Firewall
4 75 (0.90%) VPN
5 72 (0.86%) Network Security
6 53 (0.63%) DNS
7 33 (0.39%) WAN
8 27 (0.32%) VLAN
9 25 (0.30%) BGP
9 25 (0.30%) TCP/IP
10 20 (0.24%) VoIP
11 19 (0.23%) DHCP
12 18 (0.21%) MQTT
13 17 (0.20%) HTTP
13 17 (0.20%) OSPF
14 15 (0.18%) CTI
14 15 (0.18%) Wireless
15 13 (0.16%) VXLAN
16 11 (0.13%) Intranet
17 10 (0.12%) Wi-Fi
Database & Business Intelligence
1 1,198 (14.30%) Power BI
2 982 (11.72%) Tableau
3 273 (3.26%) MongoDB
4 232 (2.77%) Data Warehouse
5 215 (2.57%) SQL Server
6 194 (2.32%) Azure SQL Database
7 185 (2.21%) PostgreSQL
8 178 (2.12%) Data Lake
9 140 (1.67%) Metadata
10 124 (1.48%) NoSQL
11 105 (1.25%) Big Data
12 95 (1.13%) MySQL
13 89 (1.06%) Relational Database
14 82 (0.98%) BigQuery
15 71 (0.85%) Elasticsearch
16 55 (0.66%) Looker
17 53 (0.63%) Redis
18 49 (0.58%) Amazon Redshift
19 48 (0.57%) Amazon RDS
19 48 (0.57%) Semantic Layer
Development Applications
1 252 (3.01%) Git
2 128 (1.53%) Claude Code
3 112 (1.34%) JIRA
4 97 (1.16%) Jenkins
5 83 (0.99%) GitLab
6 63 (0.75%) Visual Studio Code
7 62 (0.74%) MLflow
8 39 (0.47%) Selenium
9 26 (0.31%) Postman
10 25 (0.30%) IBM UrbanCode
10 25 (0.30%) Snyk
11 23 (0.27%) JUnit
12 19 (0.23%) Maven
13 18 (0.21%) Cypress.io
14 13 (0.16%) Vite
15 12 (0.14%) SpecFlow
16 11 (0.13%) Cucumber
16 11 (0.13%) JMeter
16 11 (0.13%) Mockito
17 9 (0.11%) Spock
General
1 2,755 (32.89%) Social Skills
2 1,563 (18.66%) Finance
3 740 (8.83%) Analytical Skills
4 585 (6.98%) Marketing
5 510 (6.09%) Inclusion and Diversity
6 429 (5.12%) Legal
7 402 (4.80%) Public Sector
8 367 (4.38%) Games
9 347 (4.14%) Law
10 315 (3.76%) Retail
11 276 (3.29%) Banking
12 201 (2.40%) Manufacturing
13 171 (2.04%) Influencing Skills
14 163 (1.95%) Organisational Skills
15 110 (1.31%) Advertising
16 100 (1.19%) Presentation Skills
17 89 (1.06%) Financial Institution
18 82 (0.98%) Telecoms
19 80 (0.95%) Legal Technology
20 72 (0.86%) Automotive
Job Titles
1 1,345 (16.06%) Senior
2 1,176 (14.04%) Analyst
3 897 (10.71%) Data Analyst
4 886 (10.58%) Lead
5 871 (10.40%) Junior
6 838 (10.00%) Developer
7 832 (9.93%) Junior Analyst
8 827 (9.87%) Junior Data Analyst
9 803 (9.59%) Architect
10 674 (8.05%) Artificial Intelligence Engineer
11 480 (5.73%) Software Engineer
12 338 (4.03%) Consultant
13 323 (3.86%) Solutions Architect
14 320 (3.82%) Data Engineer
15 222 (2.65%) Python Engineer
16 204 (2.44%) .NET Developer
17 193 (2.30%) Senior Manager
18 189 (2.26%) Data Scientist
19 178 (2.12%) Artificial Intelligence Architect
20 171 (2.04%) Data Architect
Libraries, Frameworks & Software Standards
1 451 (5.38%) React
2 426 (5.09%) .NET
3 233 (2.78%) CSS
4 225 (2.69%) HTML
5 222 (2.65%) Node.js
6 211 (2.52%) RESTful
7 204 (2.44%) REST
8 197 (2.35%) ASP.NET
9 195 (2.33%) LangChain
10 184 (2.20%) ASP.NET Core
11 176 (2.10%) PyTorch
12 169 (2.02%) .NET Core
13 165 (1.97%) Kafka
14 154 (1.84%) ML.NET
15 132 (1.58%) TensorFlow
16 128 (1.53%) scikit-learn
17 123 (1.47%) FastAPI
18 121 (1.44%) Blazor
19 106 (1.27%) PySpark
20 105 (1.25%) Next.js
Miscellaneous
1 567 (6.77%) Cloud Native
2 427 (5.10%) AI Agents
3 320 (3.82%) Onboarding
4 297 (3.55%) Social Media
5 267 (3.19%) Distributed Systems
6 254 (3.03%) Product Ownership
7 191 (2.28%) Algorithms
8 145 (1.73%) Self-Motivation
9 140 (1.67%) Management Information System
9 140 (1.67%) Robotics
10 126 (1.50%) Low-Code
11 114 (1.36%) Data Centre
12 107 (1.28%) Blog
13 99 (1.18%) Mobile App
14 94 (1.12%) Enterprise Software
15 91 (1.09%) Legacy Systems
16 85 (1.01%) Greenfield Project
17 82 (0.98%) Virtual Team
18 74 (0.88%) Security Posture
19 71 (0.85%) IoT
Operating Systems
1 182 (2.17%) Windows
2 179 (2.14%) Linux
3 74 (0.88%) Android
4 57 (0.68%) Windows Server
5 50 (0.60%) Apple iOS
6 23 (0.27%) VMS
7 14 (0.17%) Mac OS
8 12 (0.14%) Unix
9 11 (0.13%) Ubuntu
10 5 (0.060%) Debian
10 5 (0.060%) Kali Linux
11 3 (0.036%) Embedded Linux
11 3 (0.036%) Gentoo
11 3 (0.036%) Windows Server 2016
11 3 (0.036%) Windows Server 2019
12 2 (0.024%) Robot Operating System
12 2 (0.024%) Windows 10
13 1 (0.012%) Alpine Linux
13 1 (0.012%) FreeRTOS
13 1 (0.012%) Red Hat Enterprise Linux
Processes & Methodologies
1 1,711 (20.42%) Machine Learning
2 1,703 (20.33%) Analytics
3 1,409 (16.82%) Agile
4 1,355 (16.18%) Business Intelligence
5 1,229 (14.67%) Roadmaps
6 1,133 (13.53%) CI/CD
7 1,121 (13.38%) Software Engineering
8 947 (11.30%) Problem-Solving
9 929 (11.09%) Decision-Making
10 927 (11.07%) Continuous Improvement
11 895 (10.68%) LLM
12 874 (10.43%) Mentoring
13 831 (9.92%) DevOps
14 707 (8.44%) Generative AI
15 678 (8.09%) Full-Stack Development
16 635 (7.58%) Data Science
17 563 (6.72%) Stakeholder Management
18 543 (6.48%) Data Engineering
19 524 (6.26%) Artificial Intelligence Engineering
20 507 (6.05%) Data Modelling
Programming Languages
1 2,998 (35.79%) Python
2 1,861 (22.22%) SQL
3 492 (5.87%) C#
4 483 (5.77%) JavaScript
5 375 (4.48%) TypeScript
6 346 (4.13%) Java
7 169 (2.02%) C++
8 125 (1.49%) PowerShell
9 103 (1.23%) Bash
10 88 (1.05%) Go
11 71 (0.85%) Bicep
12 63 (0.75%) PHP
13 61 (0.73%) C
14 48 (0.57%) Rust
15 45 (0.54%) Scala
16 43 (0.51%) R
17 41 (0.49%) Ruby
18 40 (0.48%) Kotlin
19 30 (0.36%) Data Analysis Expressions
20 27 (0.32%) Kusto Query Language
Qualifications
1 1,246 (14.87%) Azure Certification
2 823 (9.82%) Degree
3 485 (5.79%) Security Cleared
4 276 (3.29%) SC Cleared
5 207 (2.47%) Computer Science Degree
6 182 (2.17%) AWS Certification
7 145 (1.73%) Master's Degree
8 137 (1.64%) DV Cleared
9 113 (1.35%) CISSP
10 99 (1.18%) PhD
11 88 (1.05%) ACCA
12 78 (0.93%) CISM
13 72 (0.86%) DBS Check
14 68 (0.81%) CIMA
15 66 (0.79%) Microsoft Certification
16 65 (0.78%) AWS Certified Solutions Architect
17 62 (0.74%) AWS Certified Cloud Practitioner
18 57 (0.68%) Network+ Certification
19 56 (0.67%) A+ Certification
20 41 (0.49%) Cisco Certification
Quality Assurance & Compliance
1 426 (5.09%) Accessibility
2 391 (4.67%) Data Quality
3 256 (3.06%) QA
4 244 (2.91%) GDPR
5 117 (1.40%) ISO/IEC 27001
6 92 (1.10%) GRC
7 83 (0.99%) NIST
8 80 (0.95%) WCAG
9 63 (0.75%) SLA
10 52 (0.62%) California Consumer Privacy Act
11 40 (0.48%) Cyber Essentials
12 37 (0.44%) PMO
13 32 (0.38%) IFRS
14 31 (0.37%) PCI DSS
15 23 (0.27%) HIPAA
16 21 (0.25%) EU AI Act
16 21 (0.25%) SOC 2
17 20 (0.24%) Cyber Essentials PLUS
18 16 (0.19%) Sarbanes-Oxley
19 15 (0.18%) NCSC
System Software
1 443 (5.29%) Docker
2 154 (1.84%) Active Directory
3 97 (1.16%) Virtual Machines
4 31 (0.37%) 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 (0.072%) IAG
11 2 (0.024%) Kamailio
12 1 (0.012%) Apache Flume
12 1 (0.012%) Slurm Workload Manager
12 1 (0.012%) VMware NSX
Systems Management
1 453 (5.41%) Kubernetes
2 368 (4.39%) Terraform
3 121 (1.44%) Microsoft Intune
4 60 (0.72%) Ansible
4 60 (0.72%) Grafana
5 50 (0.60%) Prometheus
6 21 (0.25%) Single Sign-On
7 19 (0.23%) Puppet
8 15 (0.18%) Argo
9 14 (0.17%) Kubeflow
10 10 (0.12%) Podman
10 10 (0.12%) Progress Chef
11 7 (0.084%) Nagios
12 6 (0.072%) Control-M
12 6 (0.072%) Hadoop YARN
12 6 (0.072%) Proxmox
13 5 (0.060%) Autotask
13 5 (0.060%) Functional Safety
14 4 (0.048%) Istio
14 4 (0.048%) SolarWinds Orion
Vendors
1 2,195 (26.20%) Microsoft
2 367 (4.38%) Databricks
3 281 (3.35%) Google
4 265 (3.16%) Adobe
5 217 (2.59%) OpenAI
6 128 (1.53%) Dell
6 128 (1.53%) Salesforce
7 110 (1.31%) SAP
8 109 (1.30%) Cisco
9 108 (1.29%) Oracle
10 96 (1.15%) ServiceNow
11 84 (1.00%) Foundry
12 60 (0.72%) HubSpot
13 58 (0.69%) CyberArk
14 53 (0.63%) Apple
15 44 (0.53%) Informatica
16 41 (0.49%) CrowdStrike
17 40 (0.48%) Palo Alto
17 40 (0.48%) Sage
18 39 (0.47%) Facebook