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

6 months to
26 Jul 2026
Same period 2025 Same period 2024
Rank 7 13 45
Rank change year-on-year +6 +32 +61
Permanent jobs citing AI 8,675 4,931 4,136
As % of all permanent jobs in the UK 8.58% 10.00% 4.65%
As % of the Processes & Methodologies category 11.64% 11.14% 5.69%
Number of salaries quoted 4,744 1,554 1,844
10th Percentile £40,000 £25,313 £40,000
25th Percentile £51,250 £46,250 £53,750
Median annual salary (50th Percentile) £70,752 £66,350 £70,000
Median % change year-on-year +6.63% -5.21% -6.67%
75th Percentile £95,000 £97,236 £94,000
90th Percentile £110,000 £117,500 £115,000
UK excluding London median annual salary £63,451 £60,000 £64,100
% change year-on-year +5.75% -6.40% -6.86%

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 74,528 44,262 72,639
As % of all permanent jobs advertised in the UK 73.71% 89.78% 81.61%
Number of salaries quoted 51,427 25,101 49,118
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% - -8.33%
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 26 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 26 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 +8 7,728 £70,150 +1.64% 4,954
UK excluding London -3 5,080 £63,451 +5.75% 2,190
London +15 3,036 £85,000 -5.56% 3,264
Work from Home 0 2,761 £70,000 +7.69% 1,867
North of England +11 1,558 £66,000 +20.00% 579
South East 0 1,131 £60,000 +33.33% 692
Midlands -8 793 £57,000 -5.00% 244
North West +24 770 £70,000 +16.67% 357
South West +3 572 £62,500 +4.17% 242
Yorkshire +1 559 £65,000 +79.31% 151
East of England +25 513 £60,000 -9.37% 209
West Midlands -5 505 £60,000 - 158
East Midlands -17 287 £52,500 -16.00% 86
Scotland -3 246 £70,000 +7.69% 143
North East +1 229 £65,000 +106.35% 77
Wales +18 169 £65,000 +18.18% 62
Northern Ireland +6 127 £74,830 -14.48% 46

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
1 183 (2.11%) SharePoint
2 124 (1.43%) Apache Spark
3 119 (1.37%) Apache Airflow
4 80 (0.92%) Confluence
5 78 (0.90%) CMS
6 71 (0.82%) Apache
7 65 (0.75%) Jupyter
8 52 (0.60%) Microsoft Exchange
9 37 (0.43%) WordPress
10 30 (0.35%) SAS
11 24 (0.28%) ArcGIS
11 24 (0.28%) Palantir Foundry
12 10 (0.12%) Camunda
13 9 (0.10%) Sitecore CMS
14 7 (0.081%) Adobe Experience Manager
14 7 (0.081%) Headless CMS
15 6 (0.069%) OpenStack
16 5 (0.058%) Apache Pig
16 5 (0.058%) ColdFusion
16 5 (0.058%) Oracle Workflow
Applications
1 954 (11.00%) Microsoft Excel
2 135 (1.56%) Chatbot
3 74 (0.85%) Microsoft Office
4 50 (0.58%) Microsoft PowerPoint
5 44 (0.51%) UserZoom
6 26 (0.30%) MS Visio
7 21 (0.24%) 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 (0.10%) Simulink
12 8 (0.092%) LaTeX
13 6 (0.069%) Camtasia
13 6 (0.069%) SPSS
14 5 (0.058%) Adobe Premiere
14 5 (0.058%) Microsoft Project
15 4 (0.046%) CapCut
15 4 (0.046%) Sketch
Business Applications
1 68 (0.78%) Dynamics CRM
2 48 (0.55%) SAP S/4HANA
3 29 (0.33%) Dynamics GP
4 24 (0.28%) Cloudability
5 21 (0.24%) NetSuite
6 8 (0.092%) Payment Gateway
6 8 (0.092%) Sage 50
6 8 (0.092%) SAP MDG
7 7 (0.081%) Distributed Ledger
7 7 (0.081%) Relativity
8 5 (0.058%) Dynamics NAV
8 5 (0.058%) Elite 3E
8 5 (0.058%) Oracle ERP
8 5 (0.058%) Shopify
9 4 (0.046%) Carpe Diem
9 4 (0.046%) Dynamics AX
9 4 (0.046%) Sage 200
9 4 (0.046%) Workday HCM
10 3 (0.035%) Q-Pulse
10 3 (0.035%) Salesforce CRM
Cloud Services
1 2,941 (33.90%) Azure
2 1,495 (17.23%) Azure AI
3 1,462 (16.85%) AWS
4 1,449 (16.70%) Power Platform
5 619 (7.14%) SaaS
6 542 (6.25%) GCP
7 375 (4.32%) Microsoft 365
8 359 (4.14%) GitHub
9 299 (3.45%) Azure DevOps
10 280 (3.23%) Microsoft Copilot
11 264 (3.04%) Snowflake
12 257 (2.96%) Serverless
13 207 (2.39%) Cloud Computing
14 202 (2.33%) Anthropic Claude
15 189 (2.18%) Adobe Analytics
16 185 (2.13%) Entra ID
17 173 (1.99%) GitHub Copilot
18 161 (1.86%) Power Automate
19 144 (1.66%) Azure Synapse Analytics
20 132 (1.52%) Figma
Communications & Networking
1 350 (4.03%) Broadband
2 105 (1.21%) Internet
3 88 (1.01%) Firewall
4 76 (0.88%) Network Security
5 74 (0.85%) VPN
6 56 (0.65%) DNS
7 35 (0.40%) WAN
8 28 (0.32%) TCP/IP
9 27 (0.31%) VLAN
10 26 (0.30%) BGP
11 20 (0.23%) VoIP
12 19 (0.22%) DHCP
12 19 (0.22%) HTTP
13 18 (0.21%) MQTT
13 18 (0.21%) OSPF
14 15 (0.17%) CTI
14 15 (0.17%) Wireless
15 13 (0.15%) VXLAN
16 11 (0.13%) Intranet
16 11 (0.13%) Wireshark
Database & Business Intelligence
1 1,219 (14.05%) Power BI
2 993 (11.45%) Tableau
3 276 (3.18%) MongoDB
4 239 (2.76%) Data Warehouse
5 226 (2.61%) SQL Server
6 197 (2.27%) PostgreSQL
7 194 (2.24%) Azure SQL Database
8 185 (2.13%) Data Lake
9 150 (1.73%) Metadata
10 133 (1.53%) NoSQL
11 113 (1.30%) Big Data
12 97 (1.12%) Relational Database
13 96 (1.11%) MySQL
14 83 (0.96%) BigQuery
15 70 (0.81%) Elasticsearch
16 58 (0.67%) Redis
17 56 (0.65%) Looker
18 54 (0.62%) Amazon Redshift
19 50 (0.58%) Amazon RDS
20 49 (0.56%) Delta Lake
Development Applications
1 277 (3.19%) Git
2 133 (1.53%) Claude Code
3 122 (1.41%) JIRA
4 103 (1.19%) Jenkins
5 83 (0.96%) GitLab
6 64 (0.74%) MLflow
6 64 (0.74%) Visual Studio Code
7 39 (0.45%) Selenium
8 27 (0.31%) Postman
9 26 (0.30%) IBM UrbanCode
9 26 (0.30%) JUnit
9 26 (0.30%) Snyk
10 21 (0.24%) Maven
11 19 (0.22%) Cypress.io
12 13 (0.15%) Vite
13 12 (0.14%) Mockito
13 12 (0.14%) SpecFlow
14 11 (0.13%) Cucumber
14 11 (0.13%) JMeter
15 10 (0.12%) Spock
General
1 2,844 (32.78%) Social Skills
2 1,688 (19.46%) Finance
3 793 (9.14%) Analytical Skills
4 622 (7.17%) Marketing
5 573 (6.61%) Inclusion and Diversity
6 452 (5.21%) Legal
7 423 (4.88%) Public Sector
8 391 (4.51%) Law
9 371 (4.28%) Games
10 337 (3.88%) Retail
11 312 (3.60%) Banking
12 205 (2.36%) Manufacturing
13 184 (2.12%) Influencing Skills
14 171 (1.97%) Organisational Skills
15 112 (1.29%) Advertising
16 107 (1.23%) Presentation Skills
17 98 (1.13%) Financial Institution
18 87 (1.00%) Telecoms
19 82 (0.95%) Legal Technology
20 75 (0.86%) Automotive
Job Titles
1 1,406 (16.21%) Senior
2 1,190 (13.72%) Analyst
3 927 (10.69%) Lead
4 902 (10.40%) Data Analyst
5 875 (10.09%) Junior
6 850 (9.80%) Developer
7 832 (9.59%) Junior Analyst
8 827 (9.53%) Junior Data Analyst
9 823 (9.49%) Architect
10 680 (7.84%) Artificial Intelligence Engineer
11 510 (5.88%) Software Engineer
12 351 (4.05%) Consultant
13 339 (3.91%) Data Engineer
14 332 (3.83%) Solutions Architect
15 230 (2.65%) Python Engineer
16 205 (2.36%) Data Scientist
17 204 (2.35%) .NET Developer
18 202 (2.33%) Senior Manager
19 185 (2.13%) Artificial Intelligence Architect
20 179 (2.06%) Data Architect
Libraries, Frameworks & Software Standards
1 469 (5.41%) React
2 435 (5.01%) .NET
3 237 (2.73%) CSS
3 237 (2.73%) Node.js
4 230 (2.65%) HTML
5 222 (2.56%) REST
6 213 (2.46%) RESTful
7 202 (2.33%) LangChain
8 201 (2.32%) ASP.NET
9 184 (2.12%) ASP.NET Core
10 183 (2.11%) PyTorch
11 178 (2.05%) Kafka
12 174 (2.01%) .NET Core
13 154 (1.78%) ML.NET
14 134 (1.54%) TensorFlow
15 133 (1.53%) scikit-learn
16 124 (1.43%) FastAPI
17 121 (1.39%) Blazor
18 112 (1.29%) Next.js
18 112 (1.29%) PySpark
Miscellaneous
1 590 (6.80%) Cloud Native
2 465 (5.36%) AI Agents
3 334 (3.85%) Onboarding
4 302 (3.48%) Social Media
5 280 (3.23%) Distributed Systems
6 260 (3.00%) Product Ownership
7 208 (2.40%) Algorithms
8 153 (1.76%) Self-Motivation
9 149 (1.72%) Management Information System
10 134 (1.54%) Robotics
11 129 (1.49%) Low-Code
12 119 (1.37%) Blog
13 117 (1.35%) Data Centre
14 102 (1.18%) Mobile App
15 101 (1.16%) Enterprise Software
16 92 (1.06%) Legacy Systems
17 87 (1.00%) Virtual Team
18 86 (0.99%) Greenfield Project
19 75 (0.86%) IoT
19 75 (0.86%) Security Posture
Operating Systems
1 193 (2.22%) Linux
2 186 (2.14%) Windows
3 74 (0.85%) Android
4 59 (0.68%) Windows Server
5 50 (0.58%) Apple iOS
6 23 (0.27%) VMS
7 14 (0.16%) Mac OS
7 14 (0.16%) Ubuntu
7 14 (0.16%) Unix
8 5 (0.058%) Debian
8 5 (0.058%) Kali Linux
9 4 (0.046%) Embedded Linux
10 3 (0.035%) Gentoo
10 3 (0.035%) Windows Server 2016
10 3 (0.035%) Windows Server 2019
11 2 (0.023%) Red Hat Enterprise Linux
11 2 (0.023%) Windows 10
12 1 (0.012%) AIX
12 1 (0.012%) Alpine Linux
12 1 (0.012%) Solaris
Processes & Methodologies
1 1,796 (20.70%) Machine Learning
2 1,784 (20.56%) Analytics
3 1,479 (17.05%) Agile
4 1,388 (16.00%) Business Intelligence
5 1,267 (14.61%) Roadmaps
6 1,194 (13.76%) CI/CD
7 1,177 (13.57%) Software Engineering
8 995 (11.47%) Problem-Solving
9 982 (11.32%) Decision-Making
10 978 (11.27%) Continuous Improvement
11 941 (10.85%) LLM
12 908 (10.47%) Mentoring
13 858 (9.89%) DevOps
14 741 (8.54%) Generative AI
15 693 (7.99%) Full-Stack Development
16 688 (7.93%) Data Science
17 601 (6.93%) Stakeholder Management
18 567 (6.54%) Data Engineering
19 534 (6.16%) Data Modelling
20 531 (6.12%) Artificial Intelligence Engineering
Programming Languages
1 3,068 (35.37%) Python
2 1,908 (21.99%) SQL
3 501 (5.78%) C#
3 501 (5.78%) JavaScript
4 394 (4.54%) TypeScript
5 369 (4.25%) Java
6 176 (2.03%) C++
7 128 (1.48%) PowerShell
8 102 (1.18%) Bash
9 92 (1.06%) Go
10 72 (0.83%) Bicep
11 64 (0.74%) C
12 62 (0.71%) PHP
13 49 (0.56%) Scala
14 48 (0.55%) Rust
15 47 (0.54%) R
16 42 (0.48%) Kotlin
16 42 (0.48%) Ruby
17 35 (0.40%) Data Analysis Expressions
18 27 (0.31%) Kusto Query Language
Qualifications
1 1,253 (14.44%) Azure Certification
2 860 (9.91%) Degree
3 524 (6.04%) Security Cleared
4 302 (3.48%) SC Cleared
5 221 (2.55%) Computer Science Degree
6 188 (2.17%) AWS Certification
7 158 (1.82%) Master's Degree
8 149 (1.72%) DV Cleared
9 119 (1.37%) CISSP
10 104 (1.20%) PhD
11 92 (1.06%) ACCA
12 82 (0.95%) CISM
13 72 (0.83%) CIMA
14 70 (0.81%) DBS Check
15 69 (0.80%) Microsoft Certification
16 66 (0.76%) AWS Certified Solutions Architect
17 63 (0.73%) AWS Certified Cloud Practitioner
18 57 (0.66%) Network+ Certification
19 56 (0.65%) A+ Certification
20 43 (0.50%) Cisco Certification
Quality Assurance & Compliance
1 443 (5.11%) Accessibility
2 415 (4.78%) Data Quality
3 275 (3.17%) QA
4 250 (2.88%) GDPR
5 122 (1.41%) ISO/IEC 27001
6 99 (1.14%) GRC
7 90 (1.04%) NIST
8 83 (0.96%) WCAG
9 68 (0.78%) SLA
10 52 (0.60%) California Consumer Privacy Act
11 41 (0.47%) Cyber Essentials
12 36 (0.41%) PMO
13 33 (0.38%) IFRS
14 32 (0.37%) PCI DSS
15 24 (0.28%) EU AI Act
16 22 (0.25%) HIPAA
16 22 (0.25%) SOC 2
17 20 (0.23%) Cyber Essentials PLUS
18 18 (0.21%) NCSC
19 16 (0.18%) Sarbanes-Oxley
System Software
1 473 (5.45%) Docker
2 154 (1.78%) Active Directory
3 99 (1.14%) Virtual Machines
4 35 (0.40%) VMware Infrastructure
5 23 (0.27%) Firmware
6 21 (0.24%) Virtual Desktop
7 18 (0.21%) vSphere
8 11 (0.13%) Embedded Firmware
9 10 (0.12%) Hyper-V
10 6 (0.069%) IAG
11 5 (0.058%) Ceph
12 2 (0.023%) Kamailio
12 2 (0.023%) VMware NSX
13 1 (0.012%) Apache Flume
13 1 (0.012%) ProxySG
13 1 (0.012%) Slurm Workload Manager
Systems Management
1 484 (5.58%) Kubernetes
2 382 (4.40%) Terraform
3 121 (1.39%) Microsoft Intune
4 68 (0.78%) Ansible
5 61 (0.70%) Grafana
6 55 (0.63%) Prometheus
7 21 (0.24%) Single Sign-On
8 20 (0.23%) Argo
8 20 (0.23%) Puppet
9 17 (0.20%) Kubeflow
10 15 (0.17%) Podman
11 11 (0.13%) Progress Chef
12 9 (0.10%) Istio
13 7 (0.081%) Nagios
14 6 (0.069%) Control-M
14 6 (0.069%) Hadoop YARN
15 5 (0.058%) Autotask
15 5 (0.058%) Check_MK
15 5 (0.058%) Functional Safety
15 5 (0.058%) Proxmox
Vendors
1 2,234 (25.75%) Microsoft
2 386 (4.45%) Databricks
3 298 (3.44%) Google
4 264 (3.04%) Adobe
5 231 (2.66%) OpenAI
6 139 (1.60%) Salesforce
7 135 (1.56%) Dell
8 115 (1.33%) Oracle
9 113 (1.30%) Cisco
10 112 (1.29%) SAP
11 100 (1.15%) ServiceNow
12 86 (0.99%) Foundry
13 64 (0.74%) HubSpot
14 58 (0.67%) CyberArk
15 53 (0.61%) Apple
16 47 (0.54%) Informatica
17 44 (0.51%) Facebook
18 42 (0.48%) Palo Alto
18 42 (0.48%) VMware
19 41 (0.47%) Sage