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

6 months to
17 Apr 2026
Same period 2025 Same period 2024
Rank 5 29 47
Rank change year-on-year +24 +18 +73
Permanent jobs citing AI 10,519 2,868 4,569
As % of all permanent jobs in the UK 12.22% 6.90% 4.83%
As % of the Processes & Methodologies category 16.18% 7.42% 5.62%
Number of salaries quoted 2,993 1,483 2,026
10th Percentile £35,000 £29,000 £40,000
25th Percentile £51,250 £52,500 £50,000
Median annual salary (50th Percentile) £72,000 £72,500 £70,000
Median % change year-on-year -0.69% +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 £66,206 £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 64,999 38,652 81,347
As % of all permanent jobs advertised in the UK 75.50% 92.94% 86.02%
Number of salaries quoted 40,056 22,591 59,648
10th Percentile £30,000 £31,250 £29,000
25th Percentile £40,000 £42,500 £39,757
Median annual salary (50th Percentile) £57,500 £60,000 £55,000
Median % change year-on-year -4.17% +9.09% -10.20%
75th Percentile £77,500 £80,000 £72,500
90th Percentile £97,500 £102,500 £92,500
UK excluding London median annual salary £50,000 £52,600 £50,000
% change year-on-year -4.94% +5.20% -8.26%

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 17 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 17 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 +24 9,724 £72,500 -3.33% 3,663
UK excluding London +26 7,472 £60,000 -9.37% 2,245
North of England +42 2,679 £62,500 -3.85% 650
London +25 2,582 £85,000 -10.53% 1,797
North West +44 1,972 £62,500 -13.79% 407
Work from Home +12 1,872 £68,000 +2.70% 1,238
Midlands +45 1,636 £52,250 -11.18% 272
South East +28 1,516 £60,000 -14.29% 707
West Midlands +41 1,288 £52,500 -8.70% 149
East of England +17 799 £55,000 -16.95% 271
Yorkshire +27 596 £67,500 +50.00% 190
South West +9 419 £62,500 +4.17% 221
East Midlands +33 359 £50,000 -20.00% 123
Scotland +8 252 £70,000 +55.56% 97
Wales +28 136 £50,300 -19.52% 42
North East +28 111 £55,000 -11.67% 56
Northern Ireland +2 69 £90,000 -7.69% 19
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
1 121 (1.15%) Apache Airflow
2 108 (1.03%) Apache Spark
3 100 (0.95%) SharePoint
4 67 (0.64%) Confluence
5 65 (0.62%) Jupyter
6 63 (0.60%) CMS
7 45 (0.43%) Apache
8 30 (0.29%) ArcGIS
9 27 (0.26%) WordPress
10 25 (0.24%) 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 (0.086%) SAS
14 8 (0.076%) Oracle SOA Suite
15 5 (0.048%) Apache Pulsar
15 5 (0.048%) IIS
16 4 (0.038%) Umbraco
17 3 (0.029%) Liferay
Applications
1 1,211 (11.51%) Microsoft Excel
2 139 (1.32%) Chatbot
3 83 (0.79%) Microsoft Office
4 52 (0.49%) Microsoft PowerPoint
5 30 (0.29%) UserZoom
6 22 (0.21%) MS Visio
7 20 (0.19%) Spreadsheet
8 8 (0.076%) Adobe Creative Suite
9 7 (0.067%) Adobe Premiere
9 7 (0.067%) Maya
10 5 (0.048%) Camtasia
10 5 (0.048%) Microsoft Project
10 5 (0.048%) Photoshop
11 4 (0.038%) Adobe After Effects
11 4 (0.038%) Adobe Illustrator
11 4 (0.038%) CapCut
11 4 (0.038%) Weka
12 3 (0.029%) Final Cut Pro
12 3 (0.029%) Sketch
13 2 (0.019%) Notion
Business Applications
1 37 (0.35%) Dynamics CRM
2 19 (0.18%) SAP S/4HANA
3 16 (0.15%) NetSuite
4 10 (0.095%) Workday HCM
5 9 (0.086%) Cloudability
5 9 (0.086%) Oracle ERP
6 8 (0.076%) Distributed Ledger
7 7 (0.067%) Salesforce CRM
8 6 (0.057%) Oracle EBS
8 6 (0.057%) Oracle Payables
9 4 (0.038%) Dynamics AX
9 4 (0.038%) Oracle Assets
9 4 (0.038%) Oracle Procure-to-Pay
9 4 (0.038%) Shopify
9 4 (0.038%) Sparx Enterprise Architect
10 3 (0.029%) Oracle General Ledger
10 3 (0.029%) Oracle Receivables
10 3 (0.029%) SAP FI
11 2 (0.019%) SAP FI/CO
11 2 (0.019%) Unit4 Business World
Cloud Services
1 4,149 (39.44%) Cloud Computing
2 2,551 (24.25%) Azure
3 1,550 (14.74%) Azure AI
4 1,493 (14.19%) Power Platform
5 883 (8.39%) AWS
6 490 (4.66%) SaaS
7 385 (3.66%) GCP
8 227 (2.16%) GitHub
9 209 (1.99%) Snowflake
10 204 (1.94%) Microsoft 365
11 172 (1.64%) Adobe Analytics
12 171 (1.63%) Azure DevOps
13 143 (1.36%) Azure Synapse Analytics
14 135 (1.28%) Microsoft Copilot
15 129 (1.23%) Serverless
16 120 (1.14%) Azure Machine Learning
17 117 (1.11%) Azure Data Factory
18 116 (1.10%) GitHub Copilot
19 112 (1.06%) Entra ID
20 111 (1.06%) Figma
Communications & Networking
1 4,046 (38.46%) Internet
2 255 (2.42%) Broadband
3 58 (0.55%) Firewall
4 32 (0.30%) Network Security
5 29 (0.28%) Unified Communications
6 27 (0.26%) HTTP
7 26 (0.25%) VPN
8 21 (0.20%) DNS
9 20 (0.19%) TCP/IP
10 17 (0.16%) DHCP
10 17 (0.16%) WAN
11 16 (0.15%) VoIP
12 11 (0.10%) Telepresence
12 11 (0.10%) VLAN
12 11 (0.10%) WebEx
13 9 (0.086%) Intranet
13 9 (0.086%) Wireless
14 7 (0.067%) Wi-Fi
15 6 (0.057%) SD-WAN
16 5 (0.048%) Modbus
Database & Business Intelligence
1 1,367 (13.00%) Power BI
2 1,255 (11.93%) Tableau
3 191 (1.82%) Data Warehouse
4 164 (1.56%) SQL Server
5 151 (1.44%) Data Lake
6 106 (1.01%) PostgreSQL
7 97 (0.92%) Metadata
8 88 (0.84%) MongoDB
9 80 (0.76%) NoSQL
10 66 (0.63%) BigQuery
11 60 (0.57%) Big Data
11 60 (0.57%) Looker
12 58 (0.55%) Elasticsearch
13 46 (0.44%) Amazon Redshift
13 46 (0.44%) Azure SQL Database
13 46 (0.44%) Pinecone
14 42 (0.40%) MySQL
15 35 (0.33%) Snowflake Schema
16 34 (0.32%) Relational Database
17 31 (0.29%) Redis
Development Applications
1 157 (1.49%) Git
2 104 (0.99%) JIRA
3 80 (0.76%) MLflow
4 59 (0.56%) Jenkins
4 59 (0.56%) Visual Studio Code
5 39 (0.37%) GitLab
6 37 (0.35%) Claude Code
7 26 (0.25%) Selenium
8 25 (0.24%) IBM UrbanCode
9 24 (0.23%) Cypress.io
10 17 (0.16%) Postman
11 14 (0.13%) SpecFlow
12 12 (0.11%) Visual Studio
13 11 (0.10%) Snyk
14 10 (0.095%) Bitbucket
14 10 (0.095%) Storybook
15 9 (0.086%) Oracle Forms
15 9 (0.086%) Vite
16 8 (0.076%) Gradle
16 8 (0.076%) TeamCity
General
1 6,598 (62.72%) Social Skills
2 4,507 (42.85%) Inclusion and Diversity
3 4,263 (40.53%) Banking
4 1,253 (11.91%) Finance
5 726 (6.90%) Analytical Skills
6 450 (4.28%) Marketing
7 327 (3.11%) Legal
8 323 (3.07%) Public Sector
9 290 (2.76%) Games
10 283 (2.69%) Law
11 247 (2.35%) Retail
12 179 (1.70%) Manufacturing
13 125 (1.19%) Influencing Skills
14 115 (1.09%) Presentation Skills
15 101 (0.96%) Telecoms
16 100 (0.95%) Organisational Skills
17 74 (0.70%) Financial Institution
17 74 (0.70%) Pharmaceutical
18 54 (0.51%) Advertising
19 49 (0.47%) Electronics
Job Titles
1 3,149 (29.94%) Lecturer
2 1,337 (12.71%) Analyst
3 1,160 (11.03%) Data Analyst
4 1,128 (10.72%) Junior
5 1,102 (10.48%) Junior Analyst
5 1,102 (10.48%) Junior Data Analyst
6 839 (7.98%) Senior
7 632 (6.01%) Lead
8 437 (4.15%) Artificial Intelligence Engineer
9 435 (4.14%) Developer
10 409 (3.89%) Architect
11 268 (2.55%) Consultant
12 240 (2.28%) Software Engineer
13 205 (1.95%) Data Engineer
14 173 (1.64%) Solutions Architect
15 122 (1.16%) Data Scientist
16 119 (1.13%) Python Engineer
17 104 (0.99%) Full-Stack Engineer
18 94 (0.89%) Full-Stack Developer
19 92 (0.87%) Senior Manager
Libraries, Frameworks & Software Standards
1 276 (2.62%) React
2 196 (1.86%) PyTorch
3 168 (1.60%) .NET
4 164 (1.56%) REST
5 152 (1.45%) TensorFlow
6 142 (1.35%) HTML
7 134 (1.27%) LangChain
7 134 (1.27%) scikit-learn
8 133 (1.26%) RESTful
9 132 (1.25%) Node.js
10 114 (1.08%) CSS
11 110 (1.05%) Pandas
12 108 (1.03%) Kafka
13 100 (0.95%) FastAPI
14 91 (0.87%) Hugging Face
15 88 (0.84%) Django
16 81 (0.77%) NumPy
17 76 (0.72%) PySpark
18 69 (0.66%) Next.js
19 67 (0.64%) AngularJS
Miscellaneous
1 4,069 (38.68%) IoT
2 338 (3.21%) Cloud Native
3 222 (2.11%) Social Media
4 217 (2.06%) Onboarding
5 191 (1.82%) AI Agents
6 177 (1.68%) Product Ownership
7 165 (1.57%) Algorithms
8 163 (1.55%) Robotics
9 135 (1.28%) Blog
10 127 (1.21%) Distributed Systems
10 127 (1.21%) Self-Motivation
11 97 (0.92%) Low-Code
12 91 (0.87%) Management Information System
13 90 (0.86%) Enterprise Software
14 86 (0.82%) Public Cloud
15 84 (0.80%) Data Centre
16 83 (0.79%) Mobile App
17 82 (0.78%) Life Science
18 67 (0.64%) Virtual Team
19 56 (0.53%) Legacy Systems
Operating Systems
1 92 (0.87%) Windows
2 91 (0.87%) Linux
3 77 (0.73%) Android
4 55 (0.52%) Unix
5 52 (0.49%) Apple iOS
6 29 (0.28%) Windows Server
7 17 (0.16%) Ubuntu
8 11 (0.10%) Mac OS
9 7 (0.067%) VMS
10 5 (0.048%) Windows Server 2016
11 4 (0.038%) Robot Operating System
12 2 (0.019%) Kali Linux
12 2 (0.019%) OpenWrt
12 2 (0.019%) zOS
13 1 (0.010%) FreeRTOS
13 1 (0.010%) Red Hat Enterprise Linux
13 1 (0.010%) Solaris
13 1 (0.010%) Windows Server 2019
Processes & Methodologies
1 5,238 (49.80%) Machine Learning
2 4,343 (41.29%) User Experience
3 4,327 (41.14%) Cybersecurity
4 4,068 (38.67%) Web Development
5 1,522 (14.47%) Business Intelligence
6 1,320 (12.55%) Analytics
7 1,039 (9.88%) Agile
8 873 (8.30%) Roadmaps
9 768 (7.30%) Problem-Solving
10 710 (6.75%) CI/CD
11 704 (6.69%) Decision-Making
12 673 (6.40%) Software Engineering
13 646 (6.14%) Continuous Improvement
14 597 (5.68%) LLM
15 583 (5.54%) DevOps
16 578 (5.49%) Generative AI
17 559 (5.31%) Data Science
18 521 (4.95%) Mentoring
19 449 (4.27%) Customer Experience
19 449 (4.27%) Data Engineering
Programming Languages
1 2,700 (25.67%) Python
2 1,758 (16.71%) SQL
3 264 (2.51%) Java
4 259 (2.46%) JavaScript
5 220 (2.09%) TypeScript
6 175 (1.66%) C#
7 86 (0.82%) C++
8 78 (0.74%) Go
9 67 (0.64%) Bash
10 61 (0.58%) PowerShell
11 54 (0.51%) R
12 37 (0.35%) PHP
13 36 (0.34%) Kotlin
14 32 (0.30%) Scala
15 26 (0.25%) Data Analysis Expressions
16 24 (0.23%) Rust
17 22 (0.21%) Bicep
17 22 (0.21%) C
18 19 (0.18%) Apex Code
19 16 (0.15%) T-SQL
Qualifications
1 4,906 (46.64%) Degree
2 4,230 (40.21%) Master's Degree
3 4,160 (39.55%) PhD
4 4,041 (38.42%) Postgraduate
5 1,436 (13.65%) Azure Certification
6 326 (3.10%) Security Cleared
7 211 (2.01%) SC Cleared
8 176 (1.67%) Computer Science Degree
9 120 (1.14%) AWS Certification
10 91 (0.87%) DV Cleared
11 73 (0.69%) ACCA
12 69 (0.66%) DBS Check
13 56 (0.53%) AWS Certified Cloud Practitioner
14 50 (0.48%) CIMA
15 46 (0.44%) CISSP
16 44 (0.42%) PMP
17 42 (0.40%) Microsoft Certification
18 29 (0.28%) PMI Certification
19 27 (0.26%) Cisco Certification
20 21 (0.20%) BPSS Clearance
Quality Assurance & Compliance
1 340 (3.23%) Accessibility
2 255 (2.42%) Data Quality
3 174 (1.65%) GDPR
4 160 (1.52%) QA
5 69 (0.66%) WCAG
6 67 (0.64%) ISO/IEC 27001
7 60 (0.57%) GRC
8 48 (0.46%) EU AI Act
9 43 (0.41%) IFRS
10 41 (0.39%) HIPAA
11 39 (0.37%) California Consumer Privacy Act
12 38 (0.36%) NIST
13 30 (0.29%) Actionable Recommendations
14 27 (0.26%) Solvency II
15 23 (0.22%) SLA
16 22 (0.21%) PSD2
17 21 (0.20%) GxP
18 19 (0.18%) PMO
19 18 (0.17%) GAAP
19 18 (0.17%) PCI DSS
System Software
1 277 (2.63%) Docker
2 85 (0.81%) Active Directory
3 82 (0.78%) Virtual Machines
4 15 (0.14%) Firmware
5 12 (0.11%) VMware Infrastructure
6 9 (0.086%) vSphere
7 5 (0.048%) Virtual Desktop
8 4 (0.038%) Lustre
8 4 (0.038%) Slurm Workload Manager
9 3 (0.029%) Kamailio
9 3 (0.029%) VMware ESXi
10 2 (0.019%) Ceph
10 2 (0.019%) GPFS
10 2 (0.019%) Hyper-V
10 2 (0.019%) RACF
11 1 (0.010%) Apache Flume
11 1 (0.010%) Embedded Firmware
Systems Management
1 275 (2.61%) Kubernetes
2 216 (2.05%) Terraform
3 59 (0.56%) Ansible
4 43 (0.41%) Grafana
5 41 (0.39%) Prometheus
6 40 (0.38%) Single Sign-On
7 34 (0.32%) Microsoft Intune
8 11 (0.10%) Argo
8 11 (0.10%) Cisco CUCM
9 9 (0.086%) Kubeflow
10 8 (0.076%) Proxmox
11 7 (0.067%) vCenter Server
12 5 (0.048%) Functional Safety
13 4 (0.038%) Active Directory Federation Services
13 4 (0.038%) SolarWinds Orion
14 3 (0.029%) Autotask
14 3 (0.029%) Podman
14 3 (0.029%) RSA Archer
15 2 (0.019%) Computer Emergency Response Teams
15 2 (0.019%) Puppet
Vendors
1 1,959 (18.62%) Microsoft
2 307 (2.92%) Databricks
3 233 (2.22%) Adobe
4 218 (2.07%) Google
5 140 (1.33%) Dell
6 130 (1.24%) OpenAI
7 114 (1.08%) Salesforce
8 88 (0.84%) Oracle
9 77 (0.73%) Cisco
10 70 (0.67%) SAP
11 56 (0.53%) Foundry
12 55 (0.52%) ServiceNow
13 49 (0.47%) Palantir
14 41 (0.39%) PayPal
15 40 (0.38%) Apple
16 39 (0.37%) Informatica
17 35 (0.33%) Alteryx
18 32 (0.30%) HubSpot
19 31 (0.29%) Red Hat
20 28 (0.27%) CrowdStrike