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

6 months to
22 Apr 2026
Same period 2025 Same period 2024
Rank 5 29 44
Rank change year-on-year +24 +15 +74
Permanent jobs citing AI 10,688 2,919 4,623
As % of all permanent jobs in the UK 12.17% 6.96% 4.89%
As % of the Processes & Methodologies category 16.18% 7.50% 5.70%
Number of salaries quoted 3,034 1,505 2,030
10th Percentile £35,400 £29,000 £39,975
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 £95,938 £100,000 £92,500
90th Percentile £115,000 £118,250 £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 66,065 38,941 81,145
As % of all permanent jobs advertised in the UK 75.24% 92.85% 85.83%
Number of salaries quoted 40,765 22,745 59,274
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% -10.57%
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 22 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 22 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 9,877 £70,000 -6.67% 3,575
UK excluding London +26 7,614 £60,000 -9.37% 2,357
North of England +44 2,723 £62,500 -3.85% 761
London +25 2,606 £85,000 -8.11% 1,646
North West +40 1,981 £65,000 -13.33% 514
Work from Home +10 1,890 £67,500 +1.95% 1,551
Midlands +42 1,666 £51,300 -10.91% 323
South East +29 1,540 £60,000 -14.29% 617
West Midlands +43 1,303 £52,000 -9.57% 166
East of England +17 822 £58,500 -11.66% 240
Yorkshire +25 621 £67,500 +50.00% 176
South West +6 432 £62,500 +8.75% 233
East Midlands +34 374 £50,000 -20.00% 156
Scotland +5 254 £70,000 +55.56% 118
Wales +28 142 £53,100 -15.04% 50
North East +22 121 £55,000 -4.35% 74
Northern Ireland +5 71 £90,000 -7.69% 52
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
1 116 (1.09%) Apache Airflow
2 105 (0.98%) Apache Spark
3 102 (0.95%) SharePoint
4 71 (0.66%) Confluence
5 68 (0.64%) CMS
6 65 (0.61%) Jupyter
7 42 (0.39%) 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 11 (0.10%) JBoss
12 11 (0.10%) WebSphere
13 10 (0.094%) 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 1,268 (11.86%) Microsoft Excel
2 139 (1.30%) Chatbot
3 86 (0.80%) Microsoft Office
4 54 (0.51%) Microsoft PowerPoint
5 30 (0.28%) UserZoom
6 22 (0.21%) MS Visio
7 20 (0.19%) Spreadsheet
8 7 (0.065%) Maya
9 6 (0.056%) Adobe Creative Suite
10 5 (0.047%) 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%) Notion
13 2 (0.019%) Weka
14 1 (0.009%) Trello
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 (0.065%) 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%) Dynamics GP
12 2 (0.019%) SAP SCM
Cloud Services
1 4,149 (38.82%) Cloud Computing
2 2,660 (24.89%) Azure
3 1,661 (15.54%) Azure AI
4 1,548 (14.48%) Power Platform
5 890 (8.33%) AWS
6 488 (4.57%) SaaS
7 384 (3.59%) GCP
8 221 (2.07%) GitHub
9 210 (1.96%) Microsoft 365
10 204 (1.91%) Snowflake
11 184 (1.72%) Adobe Analytics
12 168 (1.57%) Azure DevOps
13 142 (1.33%) Azure Synapse Analytics
14 141 (1.32%) Microsoft Copilot
15 131 (1.23%) Serverless
16 125 (1.17%) Figma
17 118 (1.10%) Azure Machine Learning
18 115 (1.08%) Entra ID
19 114 (1.07%) Azure Data Factory
20 112 (1.05%) GitHub Copilot
Communications & Networking
1 4,046 (37.86%) Internet
2 274 (2.56%) Broadband
3 61 (0.57%) Firewall
4 36 (0.34%) Network Security
5 28 (0.26%) Unified Communications
5 28 (0.26%) VPN
6 27 (0.25%) HTTP
7 22 (0.21%) 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 (0.065%) SD-WAN
15 7 (0.065%) Wi-Fi
16 5 (0.047%) Modbus
Database & Business Intelligence
1 1,423 (13.31%) Power BI
2 1,304 (12.20%) Tableau
3 184 (1.72%) Data Warehouse
4 165 (1.54%) SQL Server
5 150 (1.40%) Data Lake
6 103 (0.96%) PostgreSQL
7 97 (0.91%) Metadata
8 88 (0.82%) MongoDB
9 80 (0.75%) NoSQL
10 64 (0.60%) BigQuery
11 61 (0.57%) Big Data
12 60 (0.56%) Looker
13 58 (0.54%) Elasticsearch
14 50 (0.47%) Azure SQL Database
15 46 (0.43%) Pinecone
16 44 (0.41%) Amazon Redshift
17 40 (0.37%) MySQL
18 34 (0.32%) Relational Database
18 34 (0.32%) Snowflake Schema
19 31 (0.29%) Redis
Development Applications
1 157 (1.47%) Git
2 102 (0.95%) JIRA
3 80 (0.75%) MLflow
4 59 (0.55%) Jenkins
4 59 (0.55%) Visual Studio Code
5 40 (0.37%) Claude Code
5 40 (0.37%) GitLab
6 25 (0.23%) IBM UrbanCode
6 25 (0.23%) Selenium
7 22 (0.21%) Cypress.io
8 16 (0.15%) Postman
9 14 (0.13%) SpecFlow
10 13 (0.12%) Snyk
11 12 (0.11%) Visual Studio
12 10 (0.094%) Bitbucket
12 10 (0.094%) Storybook
13 9 (0.084%) Oracle Forms
13 9 (0.084%) Vite
14 8 (0.075%) Gradle
14 8 (0.075%) Subversion
General
1 6,708 (62.76%) Social Skills
2 4,503 (42.13%) Inclusion and Diversity
3 4,259 (39.85%) Banking
4 1,231 (11.52%) Finance
5 720 (6.74%) Analytical Skills
6 440 (4.12%) Marketing
7 329 (3.08%) Legal
8 316 (2.96%) Public Sector
9 305 (2.85%) Games
10 285 (2.67%) Law
11 249 (2.33%) Retail
12 175 (1.64%) Manufacturing
13 124 (1.16%) Influencing Skills
14 114 (1.07%) Presentation Skills
15 103 (0.96%) Organisational Skills
16 97 (0.91%) Telecoms
17 70 (0.65%) Pharmaceutical
18 66 (0.62%) Financial Institution
19 54 (0.51%) Advertising
20 45 (0.42%) Automotive
Job Titles
1 3,149 (29.46%) Lecturer
2 1,395 (13.05%) Analyst
3 1,211 (11.33%) Data Analyst
4 1,182 (11.06%) Junior
5 1,157 (10.83%) Junior Analyst
5 1,157 (10.83%) Junior Data Analyst
6 861 (8.06%) Senior
7 646 (6.04%) Lead
8 502 (4.70%) Artificial Intelligence Engineer
9 443 (4.14%) Developer
10 415 (3.88%) Architect
11 267 (2.50%) Consultant
12 246 (2.30%) Software Engineer
13 206 (1.93%) Data Engineer
14 172 (1.61%) Solutions Architect
15 128 (1.20%) Data Scientist
16 126 (1.18%) Python Engineer
17 108 (1.01%) Full-Stack Engineer
18 96 (0.90%) Senior Manager
19 94 (0.88%) Full-Stack Developer
Libraries, Frameworks & Software Standards
1 277 (2.59%) React
2 194 (1.82%) PyTorch
3 172 (1.61%) .NET
4 161 (1.51%) REST
5 150 (1.40%) TensorFlow
6 142 (1.33%) HTML
7 135 (1.26%) Node.js
8 133 (1.24%) LangChain
9 132 (1.24%) 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 85 (0.80%) Django
15 79 (0.74%) NumPy
16 77 (0.72%) PySpark
17 71 (0.66%) Next.js
18 70 (0.65%) AngularJS
Miscellaneous
1 4,072 (38.10%) IoT
2 334 (3.13%) Cloud Native
3 234 (2.19%) Social Media
4 218 (2.04%) Onboarding
5 195 (1.82%) AI Agents
6 178 (1.67%) Product Ownership
7 163 (1.53%) Robotics
8 162 (1.52%) Algorithms
9 128 (1.20%) Distributed Systems
10 125 (1.17%) Blog
11 122 (1.14%) Self-Motivation
12 95 (0.89%) Low-Code
13 94 (0.88%) Management Information System
14 91 (0.85%) Enterprise Software
15 88 (0.82%) Data Centre
16 86 (0.80%) Public Cloud
17 83 (0.78%) Mobile App
18 81 (0.76%) Life Science
19 67 (0.63%) Virtual Team
20 61 (0.57%) Legacy Systems
Operating Systems
1 92 (0.86%) Windows
2 90 (0.84%) Linux
3 75 (0.70%) Android
4 54 (0.51%) Unix
5 50 (0.47%) Apple iOS
6 30 (0.28%) Windows Server
7 17 (0.16%) Ubuntu
8 10 (0.094%) 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 5,251 (49.13%) Machine Learning
2 4,353 (40.73%) User Experience
3 4,335 (40.56%) Cybersecurity
4 4,069 (38.07%) Web Development
5 1,566 (14.65%) Business Intelligence
6 1,332 (12.46%) Analytics
7 1,040 (9.73%) Agile
8 892 (8.35%) Roadmaps
9 761 (7.12%) Problem-Solving
10 713 (6.67%) CI/CD
11 708 (6.62%) Decision-Making
12 682 (6.38%) Software Engineering
13 653 (6.11%) Continuous Improvement
14 608 (5.69%) LLM
15 583 (5.45%) Generative AI
16 579 (5.42%) DevOps
17 563 (5.27%) Data Science
18 523 (4.89%) Mentoring
19 460 (4.30%) Customer Experience
20 450 (4.21%) Artificial Intelligence Engineering
Programming Languages
1 2,814 (26.33%) Python
2 1,815 (16.98%) SQL
3 265 (2.48%) Java
4 259 (2.42%) JavaScript
5 225 (2.11%) TypeScript
6 180 (1.68%) C#
7 89 (0.83%) C++
8 79 (0.74%) Go
9 66 (0.62%) Bash
10 65 (0.61%) PowerShell
11 54 (0.51%) R
12 38 (0.36%) PHP
13 33 (0.31%) Kotlin
13 33 (0.31%) Scala
14 27 (0.25%) Data Analysis Expressions
14 27 (0.25%) Rust
15 24 (0.22%) Bicep
16 23 (0.22%) C
17 18 (0.17%) Apex Code
18 17 (0.16%) T-SQL
Qualifications
1 4,888 (45.73%) Degree
2 4,231 (39.59%) Master's Degree
3 4,162 (38.94%) PhD
4 4,041 (37.81%) Postgraduate
5 1,545 (14.46%) Azure Certification
6 339 (3.17%) Security Cleared
7 214 (2.00%) SC Cleared
8 175 (1.64%) Computer Science Degree
9 119 (1.11%) AWS Certification
10 98 (0.92%) DV Cleared
11 78 (0.73%) DBS Check
12 75 (0.70%) ACCA
13 56 (0.52%) AWS Certified Cloud Practitioner
14 51 (0.48%) CIMA
15 48 (0.45%) CISSP
16 42 (0.39%) Microsoft Certification
17 41 (0.38%) PMP
18 29 (0.27%) PMI Certification
19 28 (0.26%) Cisco Certification
20 23 (0.22%) BPSS Clearance
Quality Assurance & Compliance
1 354 (3.31%) Accessibility
2 249 (2.33%) Data Quality
3 172 (1.61%) 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 (0.36%) 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
16 22 (0.21%) PMO
17 21 (0.20%) PSD2
18 19 (0.18%) PCI DSS
19 18 (0.17%) GAAP
System Software
1 276 (2.58%) Docker
2 88 (0.82%) 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 4 (0.037%) Virtual Desktop
8 3 (0.028%) Kamailio
9 2 (0.019%) GPFS
9 2 (0.019%) Hyper-V
9 2 (0.019%) IAG
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
Systems Management
1 281 (2.63%) Kubernetes
2 215 (2.01%) Terraform
3 59 (0.55%) Ansible
4 44 (0.41%) Grafana
5 42 (0.39%) Prometheus
6 40 (0.37%) Single Sign-On
7 34 (0.32%) 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 2,027 (18.97%) Microsoft
2 307 (2.87%) Databricks
3 245 (2.29%) Adobe
4 218 (2.04%) Google
5 141 (1.32%) Dell
6 137 (1.28%) OpenAI
7 114 (1.07%) Salesforce
8 85 (0.80%) Oracle
9 78 (0.73%) Cisco
10 64 (0.60%) SAP
11 57 (0.53%) Foundry
11 57 (0.53%) ServiceNow
12 49 (0.46%) Palantir
13 44 (0.41%) Apple
14 41 (0.38%) PayPal
15 38 (0.36%) Informatica
16 33 (0.31%) HubSpot
17 30 (0.28%) Alteryx
17 30 (0.28%) Red Hat
18 29 (0.27%) CrowdStrike