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 9 May 2026, with comparisons to the same periods in the previous two years.

6 months to
9 May 2026
Same period 2025 Same period 2024
Rank 6 24 44
Rank change year-on-year +18 +20 +71
Permanent jobs citing AI 10,120 3,307 4,800
As % of all permanent jobs in the UK 11.16% 7.60% 4.98%
As % of the Processes & Methodologies category 15.04% 8.14% 5.84%
Number of salaries quoted 3,285 1,516 2,104
10th Percentile £37,500 £26,750 £40,000
25th Percentile £51,250 £52,313 £50,000
Median annual salary (50th Percentile) £70,000 £70,000 £70,000
Median % change year-on-year - - -3.45%
75th Percentile £95,000 £100,000 £92,500
90th Percentile £112,500 £117,500 £115,000
UK excluding London median annual salary £60,000 £66,200 £60,000
% change year-on-year -9.37% +10.33% -11.11%

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 67,307 40,602 82,234
As % of all permanent jobs advertised in the UK 74.25% 93.30% 85.26%
Number of salaries quoted 42,652 22,587 59,697
10th Percentile £30,000 £30,450 £29,000
25th Percentile £40,000 £42,000 £40,000
Median annual salary (50th Percentile) £60,000 £60,000 £55,000
Median % change year-on-year - +9.09% -10.10%
75th Percentile £78,750 £80,000 £72,500
90th Percentile £100,000 £102,446 £92,500
UK excluding London median annual salary £52,500 £52,500 £50,000
% change year-on-year - +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 9 May 2026.

Salary histogram for AI in the UK

AI
Top 18 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 9 May 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 +19 9,327 £70,000 -3.45% 3,200
UK excluding London +22 7,089 £60,000 -9.37% 1,729
London +26 2,550 £85,000 -8.11% 1,798
North of England +34 2,459 £67,500 +4.75% 494
Work from Home +8 1,959 £67,500 +1.95% 1,545
North West +50 1,712 £70,000 -3.45% 289
Midlands +16 1,686 £52,500 -12.86% 221
South East +19 1,378 £60,000 -14.29% 572
West Midlands +19 1,335 £52,250 -9.13% 138
East of England +35 718 £59,450 -10.23% 151
Yorkshire +14 612 £67,500 +50.00% 122
South West +8 446 £60,000 +4.40% 180
East Midlands +21 362 £55,000 -12.00% 82
Scotland +12 231 £70,000 +55.56% 79
Wales +31 143 £53,585 -16.60% 39
North East +11 135 £59,000 +2.61% 84
Northern Ireland +12 67 £90,000 -10.00% 23
Channel Islands +2 5 - -

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
1 119 (1.18%) Apache Airflow
2 111 (1.10%) SharePoint
3 107 (1.06%) Apache Spark
4 73 (0.72%) CMS
5 67 (0.66%) Confluence
6 65 (0.64%) Jupyter
7 44 (0.43%) Apache
8 30 (0.30%) ArcGIS
9 28 (0.28%) Palantir Foundry
9 28 (0.28%) WordPress
10 19 (0.19%) Microsoft Exchange
11 17 (0.17%) Appian
12 16 (0.16%) SAS
13 9 (0.089%) JBoss
13 9 (0.089%) WebSphere
14 7 (0.069%) Oracle SOA Suite
15 5 (0.049%) IIS
16 4 (0.040%) Sitecore CMS
16 4 (0.040%) Umbraco
17 3 (0.030%) Liferay
Applications
1 1,260 (12.45%) Microsoft Excel
2 121 (1.20%) Chatbot
3 89 (0.88%) Microsoft Office
4 56 (0.55%) Microsoft PowerPoint
5 30 (0.30%) UserZoom
6 23 (0.23%) MS Visio
7 22 (0.22%) Spreadsheet
8 7 (0.069%) Maya
9 6 (0.059%) Camtasia
10 5 (0.049%) Adobe Creative Suite
10 5 (0.049%) Adobe Premiere
10 5 (0.049%) Microsoft Project
10 5 (0.049%) Photoshop
10 5 (0.049%) Simulink
11 4 (0.040%) Adobe After Effects
11 4 (0.040%) Adobe Illustrator
11 4 (0.040%) CapCut
11 4 (0.040%) Sketch
12 2 (0.020%) Notion
12 2 (0.020%) Weka
Business Applications
1 38 (0.38%) Dynamics CRM
2 22 (0.22%) Cloudability
2 22 (0.22%) SAP S/4HANA
3 15 (0.15%) NetSuite
4 10 (0.099%) Workday HCM
5 9 (0.089%) Oracle ERP
6 8 (0.079%) Distributed Ledger
7 7 (0.069%) Salesforce CRM
8 5 (0.049%) Oracle EBS
9 4 (0.040%) Dynamics AX
9 4 (0.040%) Oracle Procure-to-Pay
9 4 (0.040%) Sage 50
9 4 (0.040%) Shopify
9 4 (0.040%) Sparx Enterprise Architect
10 3 (0.030%) SAP FI
11 2 (0.020%) Dynamics NAV
11 2 (0.020%) Oracle Assets
11 2 (0.020%) Oracle Payables
11 2 (0.020%) SAP ERP
11 2 (0.020%) SAP MDG
Cloud Services
1 3,366 (33.26%) Cloud Computing
2 2,712 (26.80%) Azure
3 1,661 (16.41%) Azure AI
4 1,571 (15.52%) Power Platform
5 942 (9.31%) AWS
6 495 (4.89%) SaaS
7 407 (4.02%) GCP
8 240 (2.37%) Microsoft 365
9 222 (2.19%) GitHub
10 206 (2.04%) Snowflake
11 190 (1.88%) Azure DevOps
12 183 (1.81%) Adobe Analytics
13 159 (1.57%) Microsoft Copilot
14 142 (1.40%) Serverless
15 128 (1.26%) Azure Synapse Analytics
16 126 (1.25%) Figma
17 116 (1.15%) Azure Machine Learning
17 116 (1.15%) Entra ID
18 109 (1.08%) Power Automate
19 106 (1.05%) GitHub Copilot
Communications & Networking
1 3,267 (32.28%) Internet
2 301 (2.97%) Broadband
3 67 (0.66%) Firewall
4 45 (0.44%) Network Security
5 31 (0.31%) VPN
6 26 (0.26%) HTTP
7 24 (0.24%) DNS
7 24 (0.24%) Unified Communications
8 18 (0.18%) WAN
9 17 (0.17%) TCP/IP
10 15 (0.15%) DHCP
11 10 (0.099%) VLAN
11 10 (0.099%) Wireless
12 9 (0.089%) Intranet
12 9 (0.089%) MQTT
12 9 (0.089%) VoIP
13 8 (0.079%) 5G
13 8 (0.079%) SD-WAN
14 6 (0.059%) Telepresence
14 6 (0.059%) WebEx
Database & Business Intelligence
1 1,427 (14.10%) Power BI
2 1,298 (12.83%) Tableau
3 177 (1.75%) Data Warehouse
4 168 (1.66%) SQL Server
5 146 (1.44%) Data Lake
6 123 (1.22%) MongoDB
7 113 (1.12%) PostgreSQL
8 93 (0.92%) Metadata
9 79 (0.78%) NoSQL
10 71 (0.70%) BigQuery
11 65 (0.64%) Elasticsearch
12 61 (0.60%) Big Data
12 61 (0.60%) Looker
13 57 (0.56%) Azure SQL Database
14 48 (0.47%) Pinecone
15 47 (0.46%) Amazon Redshift
16 39 (0.39%) Relational Database
17 38 (0.38%) MySQL
18 36 (0.36%) Redis
19 32 (0.32%) Snowflake Schema
Development Applications
1 174 (1.72%) Git
2 92 (0.91%) JIRA
3 80 (0.79%) MLflow
4 67 (0.66%) Jenkins
5 57 (0.56%) Visual Studio Code
6 51 (0.50%) Claude Code
7 49 (0.48%) GitLab
8 25 (0.25%) IBM UrbanCode
8 25 (0.25%) Selenium
9 21 (0.21%) Snyk
10 19 (0.19%) Cypress.io
11 18 (0.18%) Postman
12 14 (0.14%) SpecFlow
13 13 (0.13%) Vite
14 12 (0.12%) Visual Studio
15 10 (0.099%) Storybook
16 9 (0.089%) Gradle
17 8 (0.079%) JUnit
17 8 (0.079%) Oracle Forms
18 7 (0.069%) WebDriver
General
1 5,900 (58.30%) Social Skills
2 3,735 (36.91%) Inclusion and Diversity
3 3,453 (34.12%) Banking
4 1,183 (11.69%) Finance
5 669 (6.61%) Analytical Skills
6 431 (4.26%) Marketing
7 341 (3.37%) Games
8 302 (2.98%) Legal
9 281 (2.78%) Public Sector
10 257 (2.54%) Law
11 233 (2.30%) Retail
12 163 (1.61%) Manufacturing
13 128 (1.26%) Influencing Skills
14 110 (1.09%) Organisational Skills
15 79 (0.78%) Telecoms
16 77 (0.76%) Presentation Skills
17 64 (0.63%) Automotive
18 63 (0.62%) Financial Institution
19 58 (0.57%) Advertising
20 45 (0.44%) Investment Banking
Job Titles
1 2,508 (24.78%) Lecturer
2 1,428 (14.11%) Analyst
3 1,208 (11.94%) Data Analyst
4 1,181 (11.67%) Junior
5 1,160 (11.46%) Junior Analyst
6 1,157 (11.43%) Junior Data Analyst
7 923 (9.12%) Senior
8 678 (6.70%) Lead
9 539 (5.33%) Artificial Intelligence Engineer
10 517 (5.11%) Developer
11 459 (4.54%) Architect
12 268 (2.65%) Consultant
13 267 (2.64%) Software Engineer
14 220 (2.17%) Data Engineer
15 186 (1.84%) Solutions Architect
16 146 (1.44%) Python Engineer
17 139 (1.37%) Data Scientist
18 111 (1.10%) Full-Stack Engineer
19 110 (1.09%) Full-Stack Developer
20 100 (0.99%) Senior Manager
Libraries, Frameworks & Software Standards
1 298 (2.94%) React
2 230 (2.27%) .NET
3 183 (1.81%) PyTorch
4 163 (1.61%) REST
5 147 (1.45%) RESTful
6 146 (1.44%) HTML
6 146 (1.44%) Node.js
7 144 (1.42%) LangChain
8 140 (1.38%) TensorFlow
9 133 (1.31%) CSS
10 129 (1.27%) scikit-learn
11 114 (1.13%) Kafka
12 110 (1.09%) Pandas
13 108 (1.07%) FastAPI
14 89 (0.88%) Django
15 87 (0.86%) Hugging Face
16 81 (0.80%) NumPy
17 80 (0.79%) PySpark
18 77 (0.76%) AngularJS
19 75 (0.74%) Next.js
Miscellaneous
1 3,290 (32.51%) IoT
2 368 (3.64%) Cloud Native
3 235 (2.32%) Social Media
4 220 (2.17%) AI Agents
5 202 (2.00%) Onboarding
6 188 (1.86%) Product Ownership
7 167 (1.65%) Algorithms
8 157 (1.55%) Distributed Systems
9 143 (1.41%) Robotics
10 113 (1.12%) Low-Code
11 105 (1.04%) Self-Motivation
12 98 (0.97%) Management Information System
13 97 (0.96%) Enterprise Software
14 93 (0.92%) Data Centre
15 87 (0.86%) Public Cloud
16 86 (0.85%) Mobile App
17 84 (0.83%) Blog
18 70 (0.69%) Virtual Team
19 68 (0.67%) Legacy Systems
20 65 (0.64%) Life Science
Operating Systems
1 99 (0.98%) Windows
2 91 (0.90%) Linux
3 69 (0.68%) Android
4 49 (0.48%) Apple iOS
5 41 (0.41%) Unix
6 33 (0.33%) Windows Server
7 15 (0.15%) Ubuntu
8 12 (0.12%) VMS
9 6 (0.059%) Mac OS
10 5 (0.049%) Windows Server 2016
11 4 (0.040%) Robot Operating System
12 1 (0.010%) FreeRTOS
12 1 (0.010%) Kali Linux
12 1 (0.010%) Red Hat Enterprise Linux
12 1 (0.010%) Windows Server 2019
Processes & Methodologies
1 4,531 (44.77%) Machine Learning
2 3,578 (35.36%) User Experience
3 3,574 (35.32%) Cybersecurity
4 3,291 (32.52%) Web Development
5 1,553 (15.35%) Business Intelligence
6 1,287 (12.72%) Analytics
7 1,078 (10.65%) Agile
8 916 (9.05%) Roadmaps
9 786 (7.77%) CI/CD
10 760 (7.51%) Problem-Solving
11 727 (7.18%) Software Engineering
12 671 (6.63%) Decision-Making
13 640 (6.32%) Continuous Improvement
14 630 (6.23%) LLM
15 627 (6.20%) DevOps
16 593 (5.86%) Generative AI
17 555 (5.48%) Mentoring
18 548 (5.42%) Data Science
19 459 (4.54%) Artificial Intelligence Engineering
20 452 (4.47%) Data Engineering
Programming Languages
1 2,914 (28.79%) Python
2 1,835 (18.13%) SQL
3 289 (2.86%) JavaScript
4 277 (2.74%) Java
5 242 (2.39%) TypeScript
6 232 (2.29%) C#
7 93 (0.92%) C++
8 89 (0.88%) Go
9 73 (0.72%) PowerShell
10 72 (0.71%) Bash
11 59 (0.58%) R
12 35 (0.35%) C
12 35 (0.35%) PHP
13 31 (0.31%) Bicep
13 31 (0.31%) Scala
14 30 (0.30%) Rust
15 29 (0.29%) Kotlin
16 17 (0.17%) Data Analysis Expressions
17 16 (0.16%) T-SQL
18 15 (0.15%) Apex Code
Qualifications
1 4,023 (39.75%) Degree
2 3,421 (33.80%) Master's Degree
3 3,377 (33.37%) PhD
4 3,262 (32.23%) Postgraduate
5 1,546 (15.28%) Azure Certification
6 357 (3.53%) Security Cleared
7 214 (2.11%) SC Cleared
8 150 (1.48%) Computer Science Degree
9 127 (1.25%) AWS Certification
10 109 (1.08%) DV Cleared
11 86 (0.85%) DBS Check
12 81 (0.80%) ACCA
13 58 (0.57%) CIMA
14 56 (0.55%) AWS Certified Cloud Practitioner
15 50 (0.49%) CISSP
16 44 (0.43%) Microsoft Certification
17 29 (0.29%) AWS Certified Solutions Architect
17 29 (0.29%) Cisco Certification
17 29 (0.29%) PMP
18 28 (0.28%) PMI Certification
Quality Assurance & Compliance
1 366 (3.62%) Accessibility
2 272 (2.69%) Data Quality
3 180 (1.78%) QA
4 167 (1.65%) GDPR
5 79 (0.78%) ISO/IEC 27001
6 78 (0.77%) GRC
7 75 (0.74%) WCAG
8 49 (0.48%) NIST
9 44 (0.43%) IFRS
10 43 (0.42%) California Consumer Privacy Act
11 29 (0.29%) SLA
12 25 (0.25%) PMO
13 21 (0.21%) HIPAA
13 21 (0.21%) PCI DSS
14 20 (0.20%) Cyber Essentials
14 20 (0.20%) EU AI Act
15 19 (0.19%) GxP
16 18 (0.18%) SOC 2
17 17 (0.17%) GAAP
18 14 (0.14%) ISO/IEC 42001
System Software
1 306 (3.02%) Docker
2 91 (0.90%) Virtual Machines
3 89 (0.88%) Active Directory
4 22 (0.22%) Firmware
5 11 (0.11%) VMware Infrastructure
6 9 (0.089%) vSphere
7 4 (0.040%) Embedded Firmware
7 4 (0.040%) IAG
8 3 (0.030%) Kamailio
8 3 (0.030%) Virtual Desktop
9 2 (0.020%) GPFS
9 2 (0.020%) Hyper-V
9 2 (0.020%) Lustre
9 2 (0.020%) Slurm Workload Manager
9 2 (0.020%) VMware ESXi
10 1 (0.010%) Apache Flume
10 1 (0.010%) VMware NSX
Systems Management
1 317 (3.13%) Kubernetes
2 237 (2.34%) Terraform
3 63 (0.62%) Ansible
4 45 (0.44%) Grafana
5 42 (0.42%) Prometheus
6 40 (0.40%) Microsoft Intune
7 36 (0.36%) Single Sign-On
8 11 (0.11%) Argo
9 10 (0.099%) Kubeflow
10 8 (0.079%) Proxmox
11 6 (0.059%) Cisco CUCM
11 6 (0.059%) vCenter Server
12 5 (0.049%) Autotask
12 5 (0.049%) Functional Safety
12 5 (0.049%) Podman
12 5 (0.049%) Puppet
13 4 (0.040%) Active Directory Federation Services
13 4 (0.040%) SolarWinds Orion
14 3 (0.030%) RSA Archer
14 3 (0.030%) SCCM
Vendors
1 2,079 (20.54%) Microsoft
2 305 (3.01%) Databricks
3 256 (2.53%) Adobe
4 200 (1.98%) Google
5 161 (1.59%) OpenAI
6 134 (1.32%) Dell
7 119 (1.18%) Salesforce
8 81 (0.80%) Oracle
9 73 (0.72%) Cisco
10 70 (0.69%) ServiceNow
11 64 (0.63%) SAP
12 60 (0.59%) Foundry
13 56 (0.55%) Apple
14 50 (0.49%) Palantir
15 46 (0.45%) HubSpot
16 39 (0.39%) Informatica
17 38 (0.38%) CrowdStrike
18 33 (0.33%) Palo Alto
19 28 (0.28%) Red Hat
20 25 (0.25%) VMware