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 21 April 2026, with comparisons to the same periods in the previous two years.

6 months to
21 Apr 2026
Same period 2025 Same period 2024
Rank 5 28 44
Rank change year-on-year +23 +16 +75
Permanent jobs citing AI 10,678 2,948 4,599
As % of all permanent jobs in the UK 12.17% 7.05% 4.87%
As % of the Processes & Methodologies category 16.18% 7.58% 5.67%
Number of salaries quoted 3,019 1,501 2,029
10th Percentile £35,000 £29,000 £39,950
25th Percentile £51,250 £52,500 £50,000
Median annual salary (50th Percentile) £70,000 £72,500 £70,000
Median % change year-on-year -3.45% +3.57% -
75th Percentile £96,250 £100,000 £92,500
90th Percentile £115,000 £117,500 £115,000
UK excluding London median annual salary £60,000 £66,203 £60,000
% change year-on-year -9.37% +10.34% -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 65,992 38,867 81,094
As % of all permanent jobs advertised in the UK 75.24% 92.91% 85.83%
Number of salaries quoted 40,690 22,673 59,246
10th Percentile £30,000 £31,250 £29,000
25th Percentile £40,000 £42,500 £39,750
Median annual salary (50th Percentile) £57,500 £60,000 £55,000
Median % change year-on-year -4.17% +9.09% -10.86%
75th Percentile £77,500 £80,000 £72,500
90th Percentile £97,500 £102,500 £92,500
UK excluding London median annual salary £50,000 £52,500 £50,000
% change year-on-year -4.76% +5.00% -8.90%

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 21 April 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 21 April 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 +23 9,858 £70,752 -5.66% 3,982
UK excluding London +26 7,607 £60,000 -9.37% 2,632
North of England +42 2,717 £62,500 -3.85% 764
London +24 2,598 £85,000 -8.11% 1,805
North West +42 1,980 £65,000 -11.86% 502
Work from Home +12 1,897 £67,500 +1.95% 1,492
Midlands +45 1,662 £51,650 -12.20% 332
South East +30 1,540 £60,000 -14.29% 746
West Midlands +43 1,300 £52,250 -9.13% 164
East of England +17 820 £55,000 -16.95% 337
Yorkshire +23 618 £67,500 +50.00% 182
South West +5 431 £62,500 +8.75% 257
East Midlands +33 373 £50,000 -20.00% 167
Scotland +5 259 £70,000 +55.56% 130
Wales +27 143 £50,300 -19.52% 58
North East +21 119 £55,000 -4.35% 85
Northern Ireland +1 71 £90,000 -7.69% 56
Channel Islands +2 8 - -

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 (1.11%) Apache Airflow
2 106 (0.99%) Apache Spark
3 102 (0.96%) SharePoint
4 71 (0.66%) Confluence
5 68 (0.64%) CMS
6 65 (0.61%) Jupyter
7 43 (0.40%) Apache
8 30 (0.28%) ArcGIS
9 28 (0.26%) WordPress
10 25 (0.23%) Palantir Foundry
11 17 (0.16%) Appian
11 17 (0.16%) Microsoft Exchange
12 12 (0.11%) JBoss
12 12 (0.11%) WebSphere
13 9 (0.084%) SAS
14 8 (0.075%) Oracle SOA Suite
15 5 (0.047%) Apache Pulsar
15 5 (0.047%) IIS
16 4 (0.037%) Umbraco
17 3 (0.028%) Liferay
Applications
1 1,266 (11.86%) Microsoft Excel
2 139 (1.30%) Chatbot
3 84 (0.79%) Microsoft Office
4 53 (0.50%) Microsoft PowerPoint
5 30 (0.28%) UserZoom
6 22 (0.21%) MS Visio
7 20 (0.19%) Spreadsheet
8 7 (0.066%) Adobe Creative Suite
8 7 (0.066%) Maya
9 6 (0.056%) Adobe Premiere
10 5 (0.047%) Camtasia
10 5 (0.047%) Microsoft Project
10 5 (0.047%) Photoshop
11 4 (0.037%) Adobe After Effects
11 4 (0.037%) Adobe Illustrator
11 4 (0.037%) CapCut
12 3 (0.028%) Sketch
13 2 (0.019%) Final Cut Pro
13 2 (0.019%) Notion
13 2 (0.019%) Weka
Business Applications
1 36 (0.34%) Dynamics CRM
2 18 (0.17%) SAP S/4HANA
3 14 (0.13%) NetSuite
4 12 (0.11%) Cloudability
5 10 (0.094%) Workday HCM
6 9 (0.084%) Oracle ERP
7 8 (0.075%) Distributed Ledger
8 7 (0.066%) Salesforce CRM
9 6 (0.056%) Oracle EBS
10 4 (0.037%) Dynamics AX
10 4 (0.037%) Oracle Assets
10 4 (0.037%) Oracle Payables
10 4 (0.037%) Oracle Procure-to-Pay
10 4 (0.037%) Shopify
10 4 (0.037%) Sparx Enterprise Architect
11 3 (0.028%) Oracle General Ledger
11 3 (0.028%) Oracle Receivables
11 3 (0.028%) SAP FI
12 2 (0.019%) SAP ERP
12 2 (0.019%) Unit4 Business World
Cloud Services
1 4,149 (38.86%) Cloud Computing
2 2,666 (24.97%) Azure
3 1,660 (15.55%) Azure AI
4 1,546 (14.48%) Power Platform
5 894 (8.37%) AWS
6 488 (4.57%) SaaS
7 384 (3.60%) GCP
8 225 (2.11%) GitHub
9 211 (1.98%) Snowflake
10 207 (1.94%) Microsoft 365
11 184 (1.72%) Adobe Analytics
12 173 (1.62%) Azure DevOps
13 143 (1.34%) Azure Synapse Analytics
14 137 (1.28%) Microsoft Copilot
15 131 (1.23%) Serverless
16 125 (1.17%) Figma
17 120 (1.12%) Azure Machine Learning
18 117 (1.10%) Azure Data Factory
18 117 (1.10%) GitHub Copilot
19 114 (1.07%) Entra ID
Communications & Networking
1 4,047 (37.90%) Internet
2 274 (2.57%) Broadband
3 60 (0.56%) Firewall
4 34 (0.32%) Network Security
5 28 (0.26%) Unified Communications
6 27 (0.25%) HTTP
6 27 (0.25%) VPN
7 21 (0.20%) DNS
8 20 (0.19%) TCP/IP
9 18 (0.17%) WAN
10 17 (0.16%) DHCP
11 15 (0.14%) VoIP
12 11 (0.10%) VLAN
13 10 (0.094%) Telepresence
13 10 (0.094%) WebEx
14 9 (0.084%) Intranet
14 9 (0.084%) Wireless
15 7 (0.066%) SD-WAN
15 7 (0.066%) Wi-Fi
16 5 (0.047%) Modbus
Database & Business Intelligence
1 1,424 (13.34%) Power BI
2 1,305 (12.22%) Tableau
3 188 (1.76%) Data Warehouse
4 164 (1.54%) SQL Server
5 153 (1.43%) Data Lake
6 104 (0.97%) PostgreSQL
7 100 (0.94%) Metadata
8 88 (0.82%) MongoDB
9 81 (0.76%) NoSQL
10 64 (0.60%) BigQuery
11 60 (0.56%) Big Data
11 60 (0.56%) Looker
12 59 (0.55%) Elasticsearch
13 47 (0.44%) Azure SQL Database
14 46 (0.43%) Amazon Redshift
14 46 (0.43%) Pinecone
15 40 (0.37%) MySQL
16 35 (0.33%) Snowflake Schema
17 34 (0.32%) Relational Database
18 31 (0.29%) Redis
Development Applications
1 156 (1.46%) Git
2 103 (0.96%) JIRA
3 80 (0.75%) MLflow
4 59 (0.55%) Jenkins
4 59 (0.55%) Visual Studio Code
5 40 (0.37%) GitLab
6 39 (0.37%) Claude Code
7 25 (0.23%) IBM UrbanCode
7 25 (0.23%) Selenium
8 22 (0.21%) Cypress.io
9 16 (0.15%) Postman
10 14 (0.13%) SpecFlow
11 13 (0.12%) Snyk
12 12 (0.11%) Visual Studio
13 10 (0.094%) Bitbucket
13 10 (0.094%) Storybook
14 9 (0.084%) Oracle Forms
14 9 (0.084%) Vite
15 8 (0.075%) Gradle
15 8 (0.075%) Subversion
General
1 6,712 (62.86%) Social Skills
2 4,500 (42.14%) Inclusion and Diversity
3 4,260 (39.90%) Banking
4 1,235 (11.57%) Finance
5 721 (6.75%) Analytical Skills
6 442 (4.14%) Marketing
7 331 (3.10%) Legal
8 318 (2.98%) Public Sector
9 306 (2.87%) Games
10 284 (2.66%) Law
11 248 (2.32%) Retail
12 176 (1.65%) Manufacturing
13 122 (1.14%) Influencing Skills
14 114 (1.07%) Presentation Skills
15 102 (0.96%) Organisational Skills
16 97 (0.91%) Telecoms
17 70 (0.66%) Pharmaceutical
18 67 (0.63%) Financial Institution
19 52 (0.49%) Advertising
20 45 (0.42%) Automotive
Job Titles
1 3,149 (29.49%) Lecturer
2 1,393 (13.05%) Analyst
3 1,212 (11.35%) Data Analyst
4 1,182 (11.07%) Junior
5 1,157 (10.84%) Junior Analyst
5 1,157 (10.84%) Junior Data Analyst
6 856 (8.02%) Senior
7 641 (6.00%) Lead
8 496 (4.65%) Artificial Intelligence Engineer
9 439 (4.11%) Developer
10 416 (3.90%) Architect
11 267 (2.50%) Consultant
12 247 (2.31%) Software Engineer
13 206 (1.93%) Data Engineer
14 174 (1.63%) Solutions Architect
15 126 (1.18%) Data Scientist
16 125 (1.17%) Python Engineer
17 107 (1.00%) Full-Stack Engineer
18 96 (0.90%) Senior Manager
19 94 (0.88%) Full-Stack Developer
Libraries, Frameworks & Software Standards
1 280 (2.62%) React
2 194 (1.82%) PyTorch
3 171 (1.60%) .NET
4 164 (1.54%) REST
5 150 (1.40%) TensorFlow
6 142 (1.33%) HTML
7 135 (1.26%) Node.js
8 133 (1.25%) LangChain
8 133 (1.25%) RESTful
9 132 (1.24%) scikit-learn
10 114 (1.07%) CSS
11 109 (1.02%) Kafka
11 109 (1.02%) Pandas
12 98 (0.92%) FastAPI
13 91 (0.85%) Hugging Face
14 86 (0.81%) Django
15 79 (0.74%) NumPy
16 75 (0.70%) PySpark
17 71 (0.66%) Next.js
18 70 (0.66%) AngularJS
Miscellaneous
1 4,071 (38.13%) IoT
2 339 (3.17%) Cloud Native
3 235 (2.20%) Social Media
4 217 (2.03%) Onboarding
5 194 (1.82%) AI Agents
6 178 (1.67%) Product Ownership
7 163 (1.53%) Robotics
8 161 (1.51%) Algorithms
9 128 (1.20%) Distributed Systems
10 126 (1.18%) Self-Motivation
11 124 (1.16%) Blog
12 97 (0.91%) Low-Code
13 94 (0.88%) Management Information System
14 91 (0.85%) Enterprise Software
15 87 (0.81%) Data Centre
16 86 (0.81%) Public Cloud
17 83 (0.78%) Mobile App
18 81 (0.76%) Life Science
19 66 (0.62%) Virtual Team
20 59 (0.55%) Legacy Systems
Operating Systems
1 90 (0.84%) Windows
2 88 (0.82%) Linux
3 76 (0.71%) Android
4 54 (0.51%) Unix
5 51 (0.48%) Apple iOS
6 29 (0.27%) Windows Server
7 17 (0.16%) Ubuntu
8 9 (0.084%) VMS
9 8 (0.075%) Mac OS
10 5 (0.047%) Windows Server 2016
11 4 (0.037%) Robot Operating System
12 2 (0.019%) Kali Linux
12 2 (0.019%) OpenWrt
12 2 (0.019%) zOS
13 1 (0.009%) FreeRTOS
13 1 (0.009%) Red Hat Enterprise Linux
13 1 (0.009%) Solaris
13 1 (0.009%) Windows Server 2019
Processes & Methodologies
1 5,247 (49.14%) Machine Learning
2 4,353 (40.77%) User Experience
3 4,333 (40.58%) Cybersecurity
4 4,069 (38.11%) Web Development
5 1,571 (14.71%) Business Intelligence
6 1,337 (12.52%) Analytics
7 1,050 (9.83%) Agile
8 893 (8.36%) Roadmaps
9 763 (7.15%) Problem-Solving
10 716 (6.71%) CI/CD
11 705 (6.60%) Decision-Making
12 684 (6.41%) Software Engineering
13 655 (6.13%) Continuous Improvement
14 606 (5.68%) LLM
15 584 (5.47%) DevOps
16 578 (5.41%) Generative AI
17 557 (5.22%) Data Science
18 525 (4.92%) Mentoring
19 459 (4.30%) Customer Experience
20 450 (4.21%) Data Engineering
Programming Languages
1 2,814 (26.35%) Python
2 1,813 (16.98%) SQL
3 266 (2.49%) Java
4 259 (2.43%) JavaScript
5 225 (2.11%) TypeScript
6 180 (1.69%) C#
7 89 (0.83%) C++
8 79 (0.74%) Go
9 67 (0.63%) Bash
10 63 (0.59%) PowerShell
11 53 (0.50%) R
12 39 (0.37%) PHP
13 34 (0.32%) Kotlin
14 33 (0.31%) Scala
15 27 (0.25%) Data Analysis Expressions
16 26 (0.24%) Rust
17 23 (0.22%) Bicep
18 22 (0.21%) C
19 19 (0.18%) Apex Code
20 18 (0.17%) T-SQL
Qualifications
1 4,888 (45.78%) Degree
2 4,229 (39.60%) Master's Degree
3 4,161 (38.97%) PhD
4 4,041 (37.84%) Postgraduate
5 1,546 (14.48%) Azure Certification
6 332 (3.11%) Security Cleared
7 211 (1.98%) SC Cleared
8 176 (1.65%) Computer Science Degree
9 122 (1.14%) AWS Certification
10 94 (0.88%) DV Cleared
11 74 (0.69%) ACCA
11 74 (0.69%) DBS Check
12 56 (0.52%) AWS Certified Cloud Practitioner
13 51 (0.48%) CIMA
14 47 (0.44%) CISSP
15 43 (0.40%) Microsoft Certification
16 41 (0.38%) PMP
17 29 (0.27%) PMI Certification
18 28 (0.26%) Cisco Certification
19 23 (0.22%) BPSS Clearance
Quality Assurance & Compliance
1 354 (3.32%) Accessibility
2 252 (2.36%) Data Quality
3 171 (1.60%) GDPR
4 159 (1.49%) QA
5 74 (0.69%) WCAG
6 68 (0.64%) ISO/IEC 27001
7 62 (0.58%) GRC
8 44 (0.41%) EU AI Act
9 43 (0.40%) IFRS
10 41 (0.38%) HIPAA
11 40 (0.37%) NIST
12 39 (0.37%) California Consumer Privacy Act
13 28 (0.26%) Actionable Recommendations
14 26 (0.24%) Solvency II
15 23 (0.22%) SLA
16 22 (0.21%) GxP
17 21 (0.20%) PMO
17 21 (0.20%) PSD2
18 19 (0.18%) PCI DSS
19 18 (0.17%) GAAP
System Software
1 275 (2.58%) Docker
2 87 (0.81%) Active Directory
3 83 (0.78%) Virtual Machines
4 15 (0.14%) Firmware
5 11 (0.10%) VMware Infrastructure
6 8 (0.075%) vSphere
7 5 (0.047%) Virtual Desktop
8 3 (0.028%) Kamailio
9 2 (0.019%) GPFS
9 2 (0.019%) Hyper-V
9 2 (0.019%) Lustre
9 2 (0.019%) RACF
9 2 (0.019%) Slurm Workload Manager
9 2 (0.019%) VMware ESXi
10 1 (0.009%) Apache Flume
10 1 (0.009%) Embedded Firmware
10 1 (0.009%) IAG
Systems Management
1 280 (2.62%) Kubernetes
2 217 (2.03%) Terraform
3 59 (0.55%) Ansible
4 44 (0.41%) Grafana
5 42 (0.39%) Prometheus
6 40 (0.37%) Single Sign-On
7 35 (0.33%) Microsoft Intune
8 11 (0.10%) Argo
9 10 (0.094%) Cisco CUCM
10 9 (0.084%) Kubeflow
11 8 (0.075%) Proxmox
12 6 (0.056%) vCenter Server
13 5 (0.047%) Functional Safety
14 4 (0.037%) Active Directory Federation Services
14 4 (0.037%) Autotask
14 4 (0.037%) SolarWinds Orion
15 3 (0.028%) Podman
15 3 (0.028%) RSA Archer
16 2 (0.019%) Computer Emergency Response Teams
16 2 (0.019%) SELinux
Vendors
1 2,023 (18.95%) Microsoft
2 309 (2.89%) Databricks
3 246 (2.30%) Adobe
4 217 (2.03%) Google
5 141 (1.32%) Dell
6 135 (1.26%) OpenAI
7 114 (1.07%) Salesforce
8 86 (0.81%) Oracle
9 78 (0.73%) Cisco
10 65 (0.61%) SAP
11 57 (0.53%) Foundry
11 57 (0.53%) ServiceNow
12 49 (0.46%) Palantir
13 43 (0.40%) Apple
14 41 (0.38%) PayPal
15 38 (0.36%) Informatica
16 33 (0.31%) HubSpot
17 31 (0.29%) Alteryx
18 30 (0.28%) Red Hat
19 29 (0.27%) CrowdStrike