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

6 months to
18 Apr 2026
Same period 2025 Same period 2024
Rank 5 28 45
Rank change year-on-year +23 +17 +76
Permanent jobs citing AI 10,533 2,904 4,577
As % of all permanent jobs in the UK 12.15% 6.98% 4.84%
As % of the Processes & Methodologies category 16.12% 7.51% 5.63%
Number of salaries quoted 3,004 1,487 2,034
10th Percentile £35,000 £29,000 £40,000
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 £118,000 £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 65,329 38,670 81,283
As % of all permanent jobs advertised in the UK 75.37% 92.92% 85.97%
Number of salaries quoted 40,301 22,594 59,579
10th Percentile £30,000 £31,250 £29,000
25th Percentile £40,000 £42,500 £40,000
Median annual salary (50th Percentile) £57,500 £60,000 £55,000
Median % change year-on-year -4.17% +9.09% -10.51%
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% -8.41%

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 18 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 18 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 9,734 £70,876 -5.50% 3,464
UK excluding London +25 7,482 £60,000 -9.37% 2,103
North of England +38 2,682 £62,500 -3.85% 612
London +25 2,582 £85,000 -10.53% 1,695
North West +45 1,972 £62,500 -16.67% 395
Work from Home +10 1,882 £67,500 +1.94% 1,227
Midlands +47 1,635 £52,000 -11.61% 249
South East +28 1,518 £58,750 -16.07% 673
West Midlands +42 1,287 £52,250 -9.13% 134
East of England +16 803 £55,000 -16.95% 256
Yorkshire +27 598 £67,500 +50.00% 168
South West +7 420 £62,500 +8.75% 209
East Midlands +34 359 £50,000 -20.00% 115
Scotland +4 252 £70,000 +55.56% 83
Wales +28 137 £50,300 -19.52% 39
North East +24 112 £55,000 -4.35% 53
Northern Ireland 0 69 £90,000 -7.69% 15
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
1 120 (1.14%) Apache Airflow
2 108 (1.03%) Apache Spark
3 101 (0.96%) SharePoint
4 66 (0.63%) Confluence
5 65 (0.62%) Jupyter
6 63 (0.60%) CMS
7 44 (0.42%) Apache
8 30 (0.28%) ArcGIS
9 28 (0.27%) 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 (0.085%) SAS
14 8 (0.076%) Oracle SOA Suite
15 5 (0.047%) Apache Pulsar
15 5 (0.047%) IIS
16 4 (0.038%) Umbraco
17 3 (0.028%) Liferay
Applications
1 1,213 (11.52%) Microsoft Excel
2 139 (1.32%) Chatbot
3 85 (0.81%) 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 8 (0.076%) Adobe Creative Suite
9 7 (0.066%) Adobe Premiere
9 7 (0.066%) Maya
10 5 (0.047%) Camtasia
10 5 (0.047%) Microsoft Project
10 5 (0.047%) 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 (0.028%) Final Cut Pro
12 3 (0.028%) Sketch
13 2 (0.019%) Notion
Business Applications
1 37 (0.35%) Dynamics CRM
2 18 (0.17%) SAP S/4HANA
3 17 (0.16%) NetSuite
4 10 (0.095%) Workday HCM
5 9 (0.085%) Cloudability
5 9 (0.085%) Oracle ERP
6 8 (0.076%) Distributed Ledger
7 7 (0.066%) 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 (0.028%) Oracle General Ledger
10 3 (0.028%) Oracle Receivables
10 3 (0.028%) SAP FI
11 2 (0.019%) SAP ERP
11 2 (0.019%) Unit4 Business World
Cloud Services
1 4,149 (39.39%) Cloud Computing
2 2,547 (24.18%) Azure
3 1,549 (14.71%) Azure AI
4 1,490 (14.15%) Power Platform
5 882 (8.37%) AWS
6 488 (4.63%) SaaS
7 381 (3.62%) GCP
8 228 (2.16%) GitHub
9 209 (1.98%) Snowflake
10 204 (1.94%) Microsoft 365
11 172 (1.63%) Adobe Analytics
12 170 (1.61%) Azure DevOps
13 143 (1.36%) Azure Synapse Analytics
14 137 (1.30%) Microsoft Copilot
15 128 (1.22%) Serverless
16 120 (1.14%) Azure Machine Learning
17 116 (1.10%) Azure Data Factory
17 116 (1.10%) GitHub Copilot
18 113 (1.07%) Entra ID
19 111 (1.05%) Figma
Communications & Networking
1 4,046 (38.41%) Internet
2 255 (2.42%) Broadband
3 57 (0.54%) Firewall
4 32 (0.30%) Network Security
5 28 (0.27%) Unified Communications
6 27 (0.26%) HTTP
7 25 (0.24%) VPN
8 20 (0.19%) DNS
8 20 (0.19%) TCP/IP
9 17 (0.16%) DHCP
9 17 (0.16%) WAN
10 15 (0.14%) VoIP
11 11 (0.10%) VLAN
12 10 (0.095%) Telepresence
12 10 (0.095%) WebEx
13 9 (0.085%) Intranet
13 9 (0.085%) Wireless
14 7 (0.066%) Wi-Fi
15 6 (0.057%) SD-WAN
16 5 (0.047%) Wireshark
Database & Business Intelligence
1 1,367 (12.98%) Power BI
2 1,253 (11.90%) Tableau
3 187 (1.78%) Data Warehouse
4 161 (1.53%) SQL Server
5 151 (1.43%) Data Lake
6 104 (0.99%) PostgreSQL
7 98 (0.93%) Metadata
8 87 (0.83%) MongoDB
9 79 (0.75%) NoSQL
10 65 (0.62%) 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 40 (0.38%) MySQL
15 35 (0.33%) Snowflake Schema
16 34 (0.32%) Relational Database
17 31 (0.29%) Redis
Development Applications
1 156 (1.48%) Git
2 103 (0.98%) JIRA
3 80 (0.76%) MLflow
4 59 (0.56%) Jenkins
4 59 (0.56%) Visual Studio Code
5 39 (0.37%) Claude Code
5 39 (0.37%) GitLab
6 26 (0.25%) Selenium
7 25 (0.24%) IBM UrbanCode
8 23 (0.22%) Cypress.io
9 17 (0.16%) Postman
10 14 (0.13%) SpecFlow
11 12 (0.11%) Visual Studio
12 11 (0.10%) Snyk
13 10 (0.095%) Bitbucket
13 10 (0.095%) Storybook
14 9 (0.085%) Oracle Forms
14 9 (0.085%) Vite
15 8 (0.076%) Gradle
15 8 (0.076%) Subversion
General
1 6,605 (62.71%) Social Skills
2 4,507 (42.79%) Inclusion and Diversity
3 4,263 (40.47%) Banking
4 1,247 (11.84%) Finance
5 726 (6.89%) Analytical Skills
6 449 (4.26%) Marketing
7 328 (3.11%) Legal
8 326 (3.10%) Public Sector
9 291 (2.76%) Games
10 286 (2.72%) Law
11 249 (2.36%) Retail
12 181 (1.72%) Manufacturing
13 124 (1.18%) Influencing Skills
14 115 (1.09%) Presentation Skills
15 102 (0.97%) Organisational Skills
16 101 (0.96%) Telecoms
17 73 (0.69%) Financial Institution
18 72 (0.68%) Pharmaceutical
19 53 (0.50%) Advertising
20 49 (0.47%) Electronics
Job Titles
1 3,149 (29.90%) Lecturer
2 1,336 (12.68%) Analyst
3 1,159 (11.00%) Data Analyst
4 1,128 (10.71%) Junior
5 1,102 (10.46%) Junior Analyst
5 1,102 (10.46%) Junior Data Analyst
6 840 (7.97%) Senior
7 630 (5.98%) Lead
8 439 (4.17%) Artificial Intelligence Engineer
9 435 (4.13%) Developer
10 408 (3.87%) Architect
11 267 (2.53%) Consultant
12 245 (2.33%) Software Engineer
13 202 (1.92%) Data Engineer
14 173 (1.64%) Solutions Architect
15 122 (1.16%) Data Scientist
16 121 (1.15%) Python Engineer
17 106 (1.01%) Full-Stack Engineer
18 95 (0.90%) Senior Manager
19 94 (0.89%) Full-Stack Developer
Libraries, Frameworks & Software Standards
1 276 (2.62%) React
2 195 (1.85%) PyTorch
3 167 (1.59%) .NET
4 162 (1.54%) REST
5 151 (1.43%) TensorFlow
6 143 (1.36%) HTML
7 134 (1.27%) LangChain
8 133 (1.26%) RESTful
8 133 (1.26%) scikit-learn
9 132 (1.25%) Node.js
10 115 (1.09%) CSS
11 110 (1.04%) Pandas
12 108 (1.03%) Kafka
13 99 (0.94%) FastAPI
14 91 (0.86%) Hugging Face
15 86 (0.82%) Django
16 81 (0.77%) NumPy
17 75 (0.71%) PySpark
18 71 (0.67%) Next.js
19 67 (0.64%) AngularJS
Miscellaneous
1 4,069 (38.63%) IoT
2 336 (3.19%) Cloud Native
3 223 (2.12%) Social Media
4 217 (2.06%) Onboarding
5 192 (1.82%) AI Agents
6 177 (1.68%) Product Ownership
7 165 (1.57%) Algorithms
8 164 (1.56%) Robotics
9 135 (1.28%) Blog
10 128 (1.22%) Self-Motivation
11 127 (1.21%) Distributed Systems
12 97 (0.92%) Low-Code
13 94 (0.89%) Management Information System
14 90 (0.85%) Enterprise Software
15 86 (0.82%) Public Cloud
16 84 (0.80%) Data Centre
17 83 (0.79%) Mobile App
18 82 (0.78%) Life Science
19 66 (0.63%) Virtual Team
20 56 (0.53%) Legacy Systems
Operating Systems
1 91 (0.86%) Linux
1 91 (0.86%) Windows
2 76 (0.72%) Android
3 55 (0.52%) Unix
4 51 (0.48%) Apple iOS
5 28 (0.27%) Windows Server
6 17 (0.16%) Ubuntu
7 11 (0.10%) Mac OS
8 7 (0.066%) VMS
9 5 (0.047%) Windows Server 2016
10 4 (0.038%) Robot Operating System
11 2 (0.019%) Kali Linux
11 2 (0.019%) OpenWrt
11 2 (0.019%) zOS
12 1 (0.009%) FreeRTOS
12 1 (0.009%) Red Hat Enterprise Linux
12 1 (0.009%) Solaris
12 1 (0.009%) Windows Server 2019
Processes & Methodologies
1 5,240 (49.75%) Machine Learning
2 4,343 (41.23%) User Experience
3 4,327 (41.08%) Cybersecurity
4 4,070 (38.64%) Web Development
5 1,518 (14.41%) Business Intelligence
6 1,323 (12.56%) Analytics
7 1,039 (9.86%) Agile
8 878 (8.34%) Roadmaps
9 764 (7.25%) Problem-Solving
10 707 (6.71%) CI/CD
11 701 (6.66%) Decision-Making
12 681 (6.47%) Software Engineering
13 648 (6.15%) Continuous Improvement
14 602 (5.72%) LLM
15 580 (5.51%) DevOps
16 578 (5.49%) Generative AI
17 558 (5.30%) Data Science
18 523 (4.97%) Mentoring
19 448 (4.25%) Customer Experience
19 448 (4.25%) Data Engineering
Programming Languages
1 2,699 (25.62%) Python
2 1,751 (16.62%) SQL
3 264 (2.51%) Java
4 257 (2.44%) JavaScript
5 221 (2.10%) TypeScript
6 175 (1.66%) C#
7 86 (0.82%) C++
8 78 (0.74%) Go
9 69 (0.66%) Bash
10 60 (0.57%) PowerShell
11 54 (0.51%) R
12 38 (0.36%) PHP
13 36 (0.34%) Kotlin
14 32 (0.30%) Scala
15 26 (0.25%) Data Analysis Expressions
16 25 (0.24%) 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 4,905 (46.57%) Degree
2 4,229 (40.15%) Master's Degree
3 4,159 (39.49%) PhD
4 4,041 (38.37%) Postgraduate
5 1,436 (13.63%) Azure Certification
6 328 (3.11%) Security Cleared
7 214 (2.03%) SC Cleared
8 176 (1.67%) Computer Science Degree
9 120 (1.14%) AWS Certification
10 90 (0.85%) DV Cleared
11 73 (0.69%) ACCA
12 69 (0.66%) DBS Check
13 56 (0.53%) AWS Certified Cloud Practitioner
14 50 (0.47%) CIMA
15 47 (0.45%) CISSP
16 44 (0.42%) PMP
17 42 (0.40%) Microsoft Certification
18 29 (0.28%) PMI Certification
19 28 (0.27%) Cisco Certification
20 21 (0.20%) BPSS Clearance
Quality Assurance & Compliance
1 342 (3.25%) Accessibility
2 256 (2.43%) Data Quality
3 173 (1.64%) GDPR
4 159 (1.51%) QA
5 69 (0.66%) ISO/IEC 27001
5 69 (0.66%) WCAG
6 60 (0.57%) GRC
7 47 (0.45%) EU AI Act
8 43 (0.41%) IFRS
9 41 (0.39%) HIPAA
10 39 (0.37%) California Consumer Privacy Act
10 39 (0.37%) NIST
11 30 (0.28%) Actionable Recommendations
12 26 (0.25%) Solvency II
13 23 (0.22%) SLA
14 22 (0.21%) GxP
15 21 (0.20%) PMO
15 21 (0.20%) PSD2
16 18 (0.17%) GAAP
16 18 (0.17%) PCI DSS
System Software
1 277 (2.63%) Docker
2 86 (0.82%) Active Directory
3 81 (0.77%) Virtual Machines
4 15 (0.14%) Firmware
5 11 (0.10%) VMware Infrastructure
6 8 (0.076%) vSphere
7 5 (0.047%) Virtual Desktop
8 4 (0.038%) Lustre
8 4 (0.038%) Slurm Workload Manager
9 3 (0.028%) Kamailio
10 2 (0.019%) Ceph
10 2 (0.019%) GPFS
10 2 (0.019%) Hyper-V
10 2 (0.019%) RACF
10 2 (0.019%) VMware ESXi
11 1 (0.009%) Apache Flume
11 1 (0.009%) Embedded Firmware
Systems Management
1 277 (2.63%) 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 35 (0.33%) Microsoft Intune
8 11 (0.10%) Argo
9 10 (0.095%) Cisco CUCM
10 9 (0.085%) Kubeflow
11 8 (0.076%) Proxmox
12 6 (0.057%) vCenter Server
13 5 (0.047%) Functional Safety
14 4 (0.038%) Active Directory Federation Services
14 4 (0.038%) Autotask
14 4 (0.038%) 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%) Microsoft Data Protection Manager
Vendors
1 1,956 (18.57%) Microsoft
2 306 (2.91%) Databricks
3 232 (2.20%) Adobe
4 219 (2.08%) Google
5 139 (1.32%) Dell
6 132 (1.25%) OpenAI
7 115 (1.09%) Salesforce
8 87 (0.83%) Oracle
9 75 (0.71%) Cisco
10 70 (0.66%) SAP
11 56 (0.53%) Foundry
12 54 (0.51%) ServiceNow
13 50 (0.47%) Palantir
14 41 (0.39%) PayPal
15 40 (0.38%) Apple
16 38 (0.36%) Informatica
17 34 (0.32%) Alteryx
18 33 (0.31%) HubSpot
19 30 (0.28%) Red Hat
20 27 (0.26%) CrowdStrike