AI Job Trends in England

AI
UK > England

The table below provides summary statistics and salary benchmarking for jobs advertised in England requiring AI skills. It covers permanent job vacancies from the 6 months leading up to 12 January 2026, with comparisons to the same periods in the previous two years.

6 months to
12 Jan 2026
Same period 2025 Same period 2024
Rank 4 49 70
Rank change year-on-year +45 +21 +47
Permanent jobs citing AI 8,536 2,333 1,884
As % of all permanent jobs in England 16.34% 4.85% 3.79%
As % of the Processes & Methodologies category 20.12% 5.35% 4.23%
Number of salaries quoted 1,941 1,135 1,231
10th Percentile £32,500 £45,000 £42,500
25th Percentile £50,000 £60,000 £52,500
Median annual salary (50th Percentile) £72,500 £77,500 £75,000
Median % change year-on-year -6.45% +3.33% +7.14%
75th Percentile £97,500 £100,000 £92,500
90th Percentile £120,000 £118,750 £120,000
UK median annual salary £72,500 £77,000 £75,000
% change year-on-year -5.84% +2.67% +7.14%

All Process & Methodology Skills
England

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 in England.

Permanent vacancies with a requirement for process or methodology skills 42,425 43,642 44,587
As % of all permanent jobs advertised in England 81.21% 90.74% 89.79%
Number of salaries quoted 25,405 21,401 34,519
10th Percentile £28,675 £35,000 £31,250
25th Percentile £37,500 £45,628 £42,500
Median annual salary (50th Percentile) £55,000 £60,000 £60,000
Median % change year-on-year -8.33% - -4.00%
75th Percentile £76,250 £81,250 £80,000
90th Percentile £97,500 £100,000 £98,750
UK median annual salary £55,000 £60,000 £60,000
% change year-on-year -8.33% - -4.00%

AI
Job Vacancy Trend in England

Historical trend showing the proportion of permanent IT job postings citing AI relative to all permanent IT jobs advertised in England.

AI job vacancy trend in England

AI
Salary Trend in England

Salary distribution trend for jobs in England citing AI.

Salary distribution trend for jobs in England citing AI

AI
Salary Histogram in England

Salary distribution for jobs citing AI in England over the 6 months to 12 January 2026.

Salary histogram for AI in England

AI
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing AI within the England region over the 6 months to 12 January 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
North of England +56 2,543 £62,500 -10.71% 596
London +35 2,161 £80,000 -11.11% 993
North West +44 1,980 £60,709 -13.27% 263
Midlands +98 1,504 £60,000 -7.69% 390
South East +27 1,389 £50,000 -33.33% 1,287
West Midlands +91 1,248 £65,000 +13.04% 154
East of England +85 617 £48,750 -36.69% 551
Yorkshire +55 458 £72,500 +11.54% 239
South West +36 320 £62,500 - 446
East Midlands +82 266 £41,250 -46.43% 227
North East +55 105 £55,000 -27.63% 96
AI
UK

AI
Co-Occurring Skills & Capabilities in England 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 75 (0.88%) SharePoint
2 49 (0.57%) Apache Airflow
3 43 (0.50%) Apache Spark
4 31 (0.36%) CMS
5 28 (0.33%) Confluence
6 15 (0.18%) WordPress
7 14 (0.16%) Apache
7 14 (0.16%) Appian
8 11 (0.13%) JBoss
8 11 (0.13%) WebSphere
9 10 (0.12%) Microsoft Exchange
10 9 (0.11%) Apache Solr
10 9 (0.11%) Jupyter
11 5 (0.059%) Apache Pulsar
11 5 (0.059%) IIS
11 5 (0.059%) nginx
11 5 (0.059%) Umbraco
12 4 (0.047%) Drupal
13 3 (0.035%) Joomla!
13 3 (0.035%) Liferay
Applications
1 965 (11.31%) Chatbot
2 367 (4.30%) Microsoft Excel
3 92 (1.08%) Microsoft Office
4 42 (0.49%) Microsoft PowerPoint
5 21 (0.25%) Maya
6 10 (0.12%) Sketch
7 9 (0.11%) Spreadsheet
8 7 (0.082%) Adobe Premiere
9 6 (0.070%) Adobe XD
9 6 (0.070%) Microsoft Project
9 6 (0.070%) MS Visio
9 6 (0.070%) Notion
9 6 (0.070%) Photoshop
10 4 (0.047%) Adobe Creative Suite
10 4 (0.047%) InDesign
11 3 (0.035%) Final Cut Pro
11 3 (0.035%) Simulink
12 2 (0.023%) S-PLUS
12 2 (0.023%) Weka
13 1 (0.012%) GNU Octave
Business Applications
1 49 (0.57%) Dynamics CRM
2 17 (0.20%) NetSuite
3 12 (0.14%) Oracle Payables
4 11 (0.13%) Shopify
5 8 (0.094%) Endur
5 8 (0.094%) SAP S/4HANA
6 7 (0.082%) Oracle EBS
7 6 (0.070%) Distributed Ledger
8 5 (0.059%) Elite 3E
9 4 (0.047%) Oracle Procure-to-Pay
9 4 (0.047%) Oracle Receivables
9 4 (0.047%) Salesforce CRM
10 3 (0.035%) Oracle Assets
10 3 (0.035%) Oracle ERP
10 3 (0.035%) SAP Business One
11 2 (0.023%) Dynamics GP
11 2 (0.023%) SAP CO
11 2 (0.023%) SAP ERP
11 2 (0.023%) SAP FI
11 2 (0.023%) SAP FI/CO
Cloud Services
1 4,053 (47.48%) Cloud Computing
2 1,057 (12.38%) Azure
3 622 (7.29%) AWS
4 587 (6.88%) Power Platform
5 390 (4.57%) SaaS
6 336 (3.94%) Azure AI
7 290 (3.40%) GCP
8 130 (1.52%) Microsoft 365
9 128 (1.50%) GitHub
10 98 (1.15%) Azure DevOps
11 92 (1.08%) Microsoft Copilot
12 85 (1.00%) Serverless
13 76 (0.89%) Azure Data Factory
13 76 (0.89%) Power Automate
14 68 (0.80%) Snowflake
15 63 (0.74%) Vertex AI
16 53 (0.62%) Azure Synapse Analytics
17 49 (0.57%) PaaS
18 48 (0.56%) Entra ID
19 47 (0.55%) PowerApps
Communications & Networking
1 4,015 (47.04%) Internet
2 27 (0.32%) Firewall
3 23 (0.27%) VoIP
4 21 (0.25%) Unified Communications
5 20 (0.23%) Broadband
5 20 (0.23%) Network Security
6 17 (0.20%) VPN
7 14 (0.16%) HTTP
7 14 (0.16%) Telepresence
7 14 (0.16%) WebEx
7 14 (0.16%) Wi-Fi
8 13 (0.15%) WAN
9 12 (0.14%) DNS
10 9 (0.11%) Wireless
11 8 (0.094%) InfiniBand
11 8 (0.094%) TCP/IP
12 7 (0.082%) LAN
12 7 (0.082%) SAN
13 6 (0.070%) DHCP
13 6 (0.070%) DMZ
Database & Business Intelligence
1 446 (5.22%) Power BI
2 332 (3.89%) Tableau
3 120 (1.41%) Data Warehouse
4 105 (1.23%) NoSQL
5 93 (1.09%) Data Lake
6 92 (1.08%) SQL Server
7 75 (0.88%) MongoDB
8 71 (0.83%) PostgreSQL
9 66 (0.77%) Big Data
10 63 (0.74%) Metadata
11 48 (0.56%) MySQL
12 35 (0.41%) BigQuery
13 33 (0.39%) Hadoop
13 33 (0.39%) Relational Database
14 25 (0.29%) Pinecone
15 24 (0.28%) Looker
16 23 (0.27%) Elasticsearch
17 22 (0.26%) Azure SQL Database
18 20 (0.23%) Data Mining
18 20 (0.23%) SQL Server Integration Services
Development Applications
1 101 (1.18%) Git
2 67 (0.78%) JIRA
3 40 (0.47%) MLflow
4 32 (0.37%) Jenkins
5 15 (0.18%) Cypress.io
5 15 (0.18%) GitLab
6 12 (0.14%) Octopus Deploy
6 12 (0.14%) TeamCity
6 12 (0.14%) Visual Studio
7 8 (0.094%) Selenium
8 7 (0.082%) Storybook
8 7 (0.082%) Vite
9 6 (0.070%) JMeter
9 6 (0.070%) Postman
10 5 (0.059%) GitBook
10 5 (0.059%) JUnit
10 5 (0.059%) WebDriver
11 4 (0.047%) ER Studio
11 4 (0.047%) LoadRunner
11 4 (0.047%) PowerDesigner
General
1 5,229 (61.26%) Social Skills
2 4,424 (51.83%) Inclusion and Diversity
3 4,164 (48.78%) Banking
4 910 (10.66%) Analytical Skills
5 857 (10.04%) Finance
6 342 (4.01%) Marketing
7 265 (3.10%) Law
8 242 (2.84%) Public Sector
9 229 (2.68%) Legal
10 184 (2.16%) Retail
11 114 (1.34%) Games
12 101 (1.18%) Telecoms
13 85 (1.00%) Pharmaceutical
14 84 (0.98%) Manufacturing
15 70 (0.82%) Presentation Skills
16 66 (0.77%) Aviation
16 66 (0.77%) Financial Institution
16 66 (0.77%) Organisational Skills
17 64 (0.75%) Electronics
17 64 (0.75%) Influencing Skills
Job Titles
1 3,125 (36.61%) Lecturer
2 936 (10.97%) Trainer
3 576 (6.75%) Senior
4 423 (4.96%) Analyst
5 350 (4.10%) Developer
6 331 (3.88%) Lead
7 306 (3.58%) Data Analyst
8 260 (3.05%) Junior
9 240 (2.81%) Architect
10 236 (2.76%) Junior Analyst
10 236 (2.76%) Junior Data Analyst
11 180 (2.11%) Consultant
12 157 (1.84%) Software Engineer
13 130 (1.52%) Data Engineer
14 121 (1.42%) Artificial Intelligence Engineer
15 104 (1.22%) Content Editor
16 93 (1.09%) Support Specialist
17 85 (1.00%) Customer Support Specialist
17 85 (1.00%) Solutions Architect
18 84 (0.98%) Research Scientist
Libraries, Frameworks & Software Standards
1 196 (2.30%) React
2 148 (1.73%) .NET
3 138 (1.62%) REST
4 118 (1.38%) PyTorch
5 107 (1.25%) TensorFlow
6 106 (1.24%) LangChain
7 88 (1.03%) Node.js
8 85 (1.00%) HTML
9 84 (0.98%) RESTful
10 76 (0.89%) FastAPI
11 65 (0.76%) Django
12 59 (0.69%) CSS
12 59 (0.69%) Kafka
13 56 (0.66%) AngularJS
14 54 (0.63%) Flask
15 53 (0.62%) scikit-learn
16 50 (0.59%) Vue
17 46 (0.54%) Pandas
18 45 (0.53%) JSON
19 44 (0.52%) Spring
Miscellaneous
1 4,028 (47.19%) IoT
2 202 (2.37%) Cloud Native
3 161 (1.89%) Onboarding
4 147 (1.72%) Robotics
5 135 (1.58%) AI Agents
6 128 (1.50%) Algorithms
7 109 (1.28%) Blog
8 108 (1.27%) Product Ownership
9 103 (1.21%) Self-Motivation
10 96 (1.12%) Enterprise Software
11 88 (1.03%) Life Science
12 85 (1.00%) Molecular Biology
13 79 (0.93%) Distributed Systems
13 79 (0.93%) Management Information System
14 71 (0.83%) Greenfield Project
14 71 (0.83%) Legacy Systems
14 71 (0.83%) Low-Code
15 53 (0.62%) Analytical Mindset
16 49 (0.57%) Public Cloud
17 47 (0.55%) Data Centre
Operating Systems
1 59 (0.69%) Linux
2 56 (0.66%) Android
2 56 (0.66%) Windows
3 49 (0.57%) Unix
4 38 (0.45%) Apple iOS
5 26 (0.30%) Windows Server
6 10 (0.12%) Mac OS
7 7 (0.082%) Ubuntu
8 3 (0.035%) OpenWrt
9 2 (0.023%) Mac OS X
10 1 (0.012%) Debian
10 1 (0.012%) Kali Linux
10 1 (0.012%) Robot Operating System
10 1 (0.012%) Solaris
10 1 (0.012%) VMS
10 1 (0.012%) Windows Server 2019
Processes & Methodologies
1 4,891 (57.30%) Machine Learning
2 4,263 (49.94%) Cybersecurity
3 4,222 (49.46%) User Experience
4 4,022 (47.12%) Web Development
5 1,015 (11.89%) Conversational UI
6 769 (9.01%) Analytics
7 700 (8.20%) Agile
8 642 (7.52%) Problem-Solving
9 566 (6.63%) Business Intelligence
10 518 (6.07%) Roadmaps
11 512 (6.00%) Software Engineering
12 428 (5.01%) Data Science
13 417 (4.89%) Generative AI
14 413 (4.84%) Decision-Making
15 401 (4.70%) Computer Science
16 392 (4.59%) CI/CD
16 392 (4.59%) DevOps
16 392 (4.59%) LLM
17 365 (4.28%) Chemistry
18 348 (4.08%) Continuous Improvement
Programming Languages
1 1,099 (12.87%) Python
2 733 (8.59%) SQL
3 217 (2.54%) TypeScript
4 212 (2.48%) JavaScript
5 149 (1.75%) Java
6 119 (1.39%) C#
7 66 (0.77%) C++
8 51 (0.60%) R
9 42 (0.49%) Go
10 40 (0.47%) PowerShell
11 34 (0.40%) Bash
12 31 (0.36%) PHP
13 28 (0.33%) Kotlin
14 26 (0.30%) Data Analysis Expressions
15 24 (0.28%) Rust
15 24 (0.28%) Scala
16 21 (0.25%) C
17 18 (0.21%) Bicep
18 17 (0.20%) Swift
19 11 (0.13%) MATLAB
Qualifications
1 5,786 (67.78%) Degree
2 4,700 (55.06%) Master's Degree
3 4,622 (54.15%) PhD
4 4,008 (46.95%) Postgraduate
5 271 (3.17%) Azure Certification
6 264 (3.09%) Security Cleared
7 218 (2.55%) SC Cleared
8 193 (2.26%) Computer Science Degree
9 67 (0.78%) DV Cleared
10 45 (0.53%) PMP
11 44 (0.52%) AWS Certification
12 39 (0.46%) BPSS Clearance
13 36 (0.42%) CISSP
14 33 (0.39%) DBS Check
15 31 (0.36%) ACCA
15 31 (0.36%) Numerate Degree
16 30 (0.35%) Microsoft Certification
17 28 (0.33%) CISA
17 28 (0.33%) PMI Certification
18 26 (0.30%) Cisco Certification
Quality Assurance & Compliance
1 194 (2.27%) Data Quality
2 108 (1.27%) QA
3 98 (1.15%) GDPR
4 92 (1.08%) Accessibility
5 66 (0.77%) ISO/IEC 27001
6 41 (0.48%) GxP
7 39 (0.46%) EU AI Act
8 30 (0.35%) NIST
8 30 (0.35%) SLA
9 27 (0.32%) IFRS
10 24 (0.28%) HIPAA
11 22 (0.26%) Solvency II
12 21 (0.25%) Cyber Essentials
12 21 (0.25%) PSD2
13 20 (0.23%) Actionable Recommendations
13 20 (0.23%) GAAP
14 18 (0.21%) ISO/IEC 42001
15 17 (0.20%) PMO
16 15 (0.18%) Sarbanes-Oxley
16 15 (0.18%) WCAG
System Software
1 209 (2.45%) Docker
2 39 (0.46%) Active Directory
3 15 (0.18%) Firmware
4 14 (0.16%) VMware Infrastructure
5 8 (0.094%) vSphere
6 7 (0.082%) Lustre
6 7 (0.082%) Virtual Machines
7 6 (0.070%) Hyper-V
8 5 (0.059%) GPFS
8 5 (0.059%) Slurm Workload Manager
9 4 (0.047%) Virtual Desktop
9 4 (0.047%) VMware ESXi
10 2 (0.023%) Ceph
10 2 (0.023%) NFS
11 1 (0.012%) Oracle RAC
Systems Management
1 186 (2.18%) Kubernetes
2 162 (1.90%) Terraform
3 44 (0.52%) Ansible
4 30 (0.35%) Microsoft Intune
5 25 (0.29%) Prometheus
6 15 (0.18%) Grafana
7 14 (0.16%) Cisco CUCM
7 14 (0.16%) Single Sign-On
8 9 (0.11%) Kubeflow
9 6 (0.070%) Argo
10 4 (0.047%) Active Directory Federation Services
11 3 (0.035%) vCenter Server
12 2 (0.023%) Control-M
12 2 (0.023%) HP Fortify
12 2 (0.023%) Progress Chef
12 2 (0.023%) Puppet
12 2 (0.023%) SELinux
13 1 (0.012%) Data Guard
13 1 (0.012%) Jamf Pro
13 1 (0.012%) Oracle RMAN
Vendors
1 933 (10.93%) PayPal
2 915 (10.72%) Microsoft
3 164 (1.92%) Google
4 144 (1.69%) Databricks
5 98 (1.15%) OpenAI
6 94 (1.10%) Cisco
7 90 (1.05%) Adobe
8 84 (0.98%) Dell
9 71 (0.83%) Oracle
10 67 (0.78%) Salesforce
11 63 (0.74%) SAP
12 49 (0.57%) Alteryx
13 47 (0.55%) Apple
13 47 (0.55%) Blue Prism
14 45 (0.53%) Palo Alto
15 39 (0.46%) Fortinet
16 38 (0.45%) Foundry
17 37 (0.43%) HubSpot
18 33 (0.39%) Bloomberg
19 31 (0.36%) CrowdStrike