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

6 months to
19 Apr 2026
Same period 2025 Same period 2024
Rank 5 28 45
Rank change year-on-year +23 +17 +74
Permanent jobs citing AI 10,540 2,911 4,608
As % of all permanent jobs in the UK 12.13% 6.97% 4.87%
As % of the Processes & Methodologies category 16.10% 7.50% 5.67%
Number of salaries quoted 3,017 1,491 2,040
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 £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 65,473 38,805 81,335
As % of all permanent jobs advertised in the UK 75.33% 92.93% 85.93%
Number of salaries quoted 40,444 22,598 59,573
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% -10.57%
75th Percentile £77,500 £80,000 £72,500
90th Percentile £97,500 £102,500 £92,500
UK excluding London median annual salary £50,000 £52,600 £50,000
% change year-on-year -4.94% +5.20% -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 19 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 19 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 9,740 £70,752 -5.66% 2,791
UK excluding London +26 7,491 £60,000 -9.37% 1,723
North of England +40 2,688 £62,500 -3.85% 431
London +26 2,579 £85,000 -9.33% 1,393
North West +43 1,975 £62,500 -15.25% 236
Work from Home +10 1,883 £67,500 +1.94% 1,198
Midlands +45 1,638 £52,000 -11.61% 244
South East +29 1,519 £60,000 -14.29% 533
West Midlands +41 1,288 £52,500 -8.70% 134
East of England +18 805 £55,000 -16.95% 188
Yorkshire +29 598 £67,500 +50.00% 142
South West +4 417 £62,500 +8.70% 206
East Midlands +32 361 £50,000 -20.00% 110
Scotland +5 252 £70,000 +55.56% 94
Wales +29 137 £50,300 -19.52% 43
North East +25 115 £55,000 -4.35% 57
Northern Ireland +1 69 £90,000 -7.69% 17
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 (1.13%) Apache Airflow
2 106 (1.01%) Apache Spark
3 102 (0.97%) SharePoint
4 66 (0.63%) Confluence
5 65 (0.62%) Jupyter
6 63 (0.60%) CMS
7 43 (0.41%) 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 1,211 (11.49%) 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 15 (0.14%) 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
9 4 (0.038%) Dynamics AX
9 4 (0.038%) Oracle Assets
9 4 (0.038%) Oracle Payables
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 FI/CO
11 2 (0.019%) Unit4 Business World
Cloud Services
1 4,149 (39.36%) Cloud Computing
2 2,552 (24.21%) Azure
3 1,549 (14.70%) Azure AI
4 1,489 (14.13%) Power Platform
5 886 (8.41%) AWS
6 489 (4.64%) SaaS
7 378 (3.59%) GCP
8 224 (2.13%) GitHub
9 211 (2.00%) Snowflake
10 205 (1.94%) Microsoft 365
11 172 (1.63%) Adobe Analytics
12 171 (1.62%) Azure DevOps
13 143 (1.36%) Azure Synapse Analytics
14 136 (1.29%) Microsoft Copilot
15 128 (1.21%) Serverless
16 120 (1.14%) Azure Machine Learning
17 116 (1.10%) Azure Data Factory
17 116 (1.10%) GitHub Copilot
18 114 (1.08%) Entra ID
19 112 (1.06%) Figma
Communications & Networking
1 4,046 (38.39%) Internet
2 255 (2.42%) Broadband
3 59 (0.56%) Firewall
4 32 (0.30%) Network Security
5 28 (0.27%) Unified Communications
6 27 (0.26%) HTTP
7 26 (0.25%) VPN
8 21 (0.20%) DNS
9 20 (0.19%) TCP/IP
10 18 (0.17%) WAN
11 17 (0.16%) DHCP
12 15 (0.14%) VoIP
13 11 (0.10%) VLAN
14 10 (0.095%) Telepresence
14 10 (0.095%) WebEx
15 9 (0.085%) Intranet
15 9 (0.085%) Wireless
16 7 (0.066%) SD-WAN
16 7 (0.066%) Wi-Fi
17 5 (0.047%) DMZ
Database & Business Intelligence
1 1,368 (12.98%) Power BI
2 1,252 (11.88%) Tableau
3 188 (1.78%) Data Warehouse
4 163 (1.55%) SQL Server
5 152 (1.44%) Data Lake
6 104 (0.99%) PostgreSQL
7 99 (0.94%) Metadata
8 88 (0.83%) MongoDB
9 80 (0.76%) NoSQL
10 64 (0.61%) BigQuery
11 60 (0.57%) Big Data
11 60 (0.57%) Looker
12 58 (0.55%) Elasticsearch
13 47 (0.45%) Azure SQL Database
14 46 (0.44%) Amazon Redshift
14 46 (0.44%) Pinecone
15 40 (0.38%) MySQL
16 35 (0.33%) Snowflake Schema
17 34 (0.32%) Relational Database
18 31 (0.29%) Redis
Development Applications
1 155 (1.47%) 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 25 (0.24%) IBM UrbanCode
6 25 (0.24%) Selenium
7 22 (0.21%) Cypress.io
8 16 (0.15%) Postman
9 14 (0.13%) SpecFlow
10 12 (0.11%) Visual Studio
11 11 (0.10%) Snyk
12 10 (0.095%) Bitbucket
12 10 (0.095%) Storybook
13 9 (0.085%) Oracle Forms
13 9 (0.085%) Vite
14 8 (0.076%) Gradle
14 8 (0.076%) Subversion
General
1 6,608 (62.69%) Social Skills
2 4,503 (42.72%) Inclusion and Diversity
3 4,263 (40.45%) Banking
4 1,241 (11.77%) Finance
5 726 (6.89%) Analytical Skills
6 449 (4.26%) Marketing
7 327 (3.10%) Legal
8 324 (3.07%) Public Sector
9 291 (2.76%) Games
10 285 (2.70%) Law
11 249 (2.36%) Retail
12 177 (1.68%) Manufacturing
13 122 (1.16%) Influencing Skills
14 115 (1.09%) Presentation Skills
15 102 (0.97%) Organisational Skills
16 99 (0.94%) Telecoms
17 72 (0.68%) Financial Institution
18 70 (0.66%) Pharmaceutical
19 52 (0.49%) Advertising
20 46 (0.44%) Automotive
Job Titles
1 3,149 (29.88%) Lecturer
2 1,335 (12.67%) Analyst
3 1,159 (11.00%) Data Analyst
4 1,128 (10.70%) Junior
5 1,102 (10.46%) Junior Analyst
5 1,102 (10.46%) Junior Data Analyst
6 846 (8.03%) Senior
7 631 (5.99%) Lead
8 440 (4.17%) Artificial Intelligence Engineer
9 433 (4.11%) Developer
10 411 (3.90%) Architect
11 266 (2.52%) Consultant
12 243 (2.31%) Software Engineer
13 203 (1.93%) Data Engineer
14 175 (1.66%) Solutions Architect
15 125 (1.19%) Python Engineer
16 123 (1.17%) Data Scientist
17 106 (1.01%) Full-Stack Engineer
18 96 (0.91%) Senior Manager
19 93 (0.88%) Full-Stack Developer
Libraries, Frameworks & Software Standards
1 276 (2.62%) React
2 195 (1.85%) PyTorch
3 169 (1.60%) .NET
4 162 (1.54%) REST
5 152 (1.44%) TensorFlow
6 143 (1.36%) HTML
7 134 (1.27%) LangChain
7 134 (1.27%) Node.js
8 133 (1.26%) RESTful
8 133 (1.26%) scikit-learn
9 115 (1.09%) CSS
10 109 (1.03%) Pandas
11 108 (1.02%) Kafka
12 99 (0.94%) FastAPI
13 91 (0.86%) Hugging Face
14 87 (0.83%) Django
15 80 (0.76%) NumPy
16 74 (0.70%) PySpark
17 71 (0.67%) Next.js
18 67 (0.64%) AngularJS
Miscellaneous
1 4,069 (38.61%) IoT
2 337 (3.20%) 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
7 164 (1.56%) Algorithms
8 163 (1.55%) Robotics
9 135 (1.28%) Blog
10 128 (1.21%) Distributed Systems
10 128 (1.21%) Self-Motivation
11 97 (0.92%) Low-Code
12 95 (0.90%) Management Information System
13 91 (0.86%) Enterprise Software
14 86 (0.82%) Public Cloud
15 84 (0.80%) Data Centre
16 83 (0.79%) Mobile App
17 81 (0.77%) Life Science
18 66 (0.63%) Virtual Team
19 56 (0.53%) Legacy Systems
Operating Systems
1 92 (0.87%) Windows
2 91 (0.86%) Linux
3 76 (0.72%) Android
4 54 (0.51%) Unix
5 51 (0.48%) Apple iOS
6 29 (0.28%) Windows Server
7 17 (0.16%) Ubuntu
8 11 (0.10%) Mac OS
9 9 (0.085%) VMS
10 5 (0.047%) 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 (0.009%) FreeRTOS
13 1 (0.009%) Red Hat Enterprise Linux
13 1 (0.009%) Solaris
13 1 (0.009%) Windows Server 2019
Processes & Methodologies
1 5,237 (49.69%) Machine Learning
2 4,344 (41.21%) User Experience
3 4,328 (41.06%) Cybersecurity
4 4,069 (38.61%) Web Development
5 1,517 (14.39%) Business Intelligence
6 1,327 (12.59%) Analytics
7 1,039 (9.86%) Agile
8 880 (8.35%) Roadmaps
9 764 (7.25%) Problem-Solving
10 710 (6.74%) CI/CD
11 700 (6.64%) Decision-Making
12 678 (6.43%) Software Engineering
13 648 (6.15%) Continuous Improvement
14 602 (5.71%) LLM
15 580 (5.50%) DevOps
16 577 (5.47%) Generative AI
17 556 (5.28%) Data Science
18 523 (4.96%) Mentoring
19 450 (4.27%) Customer Experience
19 450 (4.27%) Data Engineering
Programming Languages
1 2,700 (25.62%) Python
2 1,752 (16.62%) SQL
3 265 (2.51%) Java
4 258 (2.45%) JavaScript
5 221 (2.10%) TypeScript
6 176 (1.67%) C#
7 86 (0.82%) C++
8 79 (0.75%) Go
9 69 (0.65%) Bash
10 62 (0.59%) 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 23 (0.22%) Bicep
18 22 (0.21%) C
19 19 (0.18%) Apex Code
20 17 (0.16%) T-SQL
Qualifications
1 4,900 (46.49%) Degree
2 4,228 (40.11%) Master's Degree
3 4,159 (39.46%) PhD
4 4,041 (38.34%) Postgraduate
5 1,436 (13.62%) Azure Certification
6 326 (3.09%) Security Cleared
7 210 (1.99%) 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 (0.65%) 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 22 (0.21%) BPSS Clearance
Quality Assurance & Compliance
1 342 (3.24%) Accessibility
2 255 (2.42%) Data Quality
3 174 (1.65%) GDPR
4 158 (1.50%) QA
5 70 (0.66%) ISO/IEC 27001
6 69 (0.65%) WCAG
7 61 (0.58%) GRC
8 47 (0.45%) EU AI Act
9 43 (0.41%) IFRS
10 41 (0.39%) HIPAA
11 40 (0.38%) NIST
12 39 (0.37%) California Consumer Privacy Act
13 30 (0.28%) Actionable Recommendations
14 26 (0.25%) 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 (2.61%) Docker
2 87 (0.83%) 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
1 278 (2.64%) Kubernetes
2 217 (2.06%) 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 1,958 (18.58%) Microsoft
2 306 (2.90%) Databricks
3 232 (2.20%) Adobe
4 216 (2.05%) Google
5 140 (1.33%) Dell
6 132 (1.25%) OpenAI
7 114 (1.08%) Salesforce
8 86 (0.82%) Oracle
9 77 (0.73%) Cisco
10 67 (0.64%) SAP
11 56 (0.53%) Foundry
12 54 (0.51%) ServiceNow
13 49 (0.46%) Palantir
14 41 (0.39%) PayPal
15 40 (0.38%) Apple
16 38 (0.36%) Informatica
17 33 (0.31%) Alteryx
17 33 (0.31%) HubSpot
18 30 (0.28%) Red Hat
19 28 (0.27%) CrowdStrike