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

6 months to
6 Apr 2026
Same period 2025 Same period 2024
Rank 5 36 50
Rank change year-on-year +31 +14 +69
Permanent jobs citing AI 10,107 2,597 4,272
As % of all permanent jobs in the UK 12.37% 6.34% 4.70%
As % of the Processes & Methodologies category 16.23% 6.81% 5.45%
Number of salaries quoted 2,874 1,458 1,926
10th Percentile £33,750 £32,000 £40,000
25th Percentile £50,656 £53,750 £50,000
Median annual salary (50th Percentile) £71,000 £72,500 £70,000
Median % change year-on-year -2.07% +3.57% -3.45%
75th Percentile £96,250 £100,000 £92,500
90th Percentile £115,000 £118,840 £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 62,259 38,133 78,393
As % of all permanent jobs advertised in the UK 76.22% 93.03% 86.30%
Number of salaries quoted 38,393 22,512 58,144
10th Percentile £30,000 £31,250 £29,184
25th Percentile £40,000 £43,487 £40,000
Median annual salary (50th Percentile) £55,500 £60,000 £55,000
Median % change year-on-year -7.50% +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 £54,250 £50,000
% change year-on-year -7.83% +8.50% -7.94%

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 6 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 6 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 +31 9,358 £71,028 -5.30% 2,826
UK excluding London +27 7,156 £60,000 -9.37% 1,756
North of England +40 2,582 £61,418 -4.69% 455
London +28 2,514 £85,000 -10.53% 1,477
North West +33 1,935 £61,418 -15.29% 229
Work from Home +24 1,811 £67,500 +1.93% 1,250
Midlands +65 1,562 £52,000 -14.05% 214
South East +30 1,462 £55,000 -21.43% 594
West Midlands +65 1,249 £52,500 -10.64% 110
East of England +17 763 £55,000 -16.95% 145
Yorkshire +38 549 £65,000 +44.44% 165
South West +13 386 £61,250 +2.08% 199
East Midlands +54 324 £50,000 -20.00% 103
Scotland +10 240 £70,000 +55.56% 95
Wales +30 125 £53,100 -15.04% 68
North East +31 98 £55,000 -21.17% 63
Northern Ireland 0 66 £90,000 -7.69% 26
Channel Islands - 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 (1.15%) Apache Airflow
2 103 (1.02%) Apache Spark
3 92 (0.91%) SharePoint
4 65 (0.64%) Jupyter
5 59 (0.58%) Confluence
6 58 (0.57%) CMS
7 41 (0.41%) Apache
8 30 (0.30%) ArcGIS
9 25 (0.25%) Palantir Foundry
10 24 (0.24%) WordPress
11 18 (0.18%) Microsoft Exchange
12 17 (0.17%) Appian
13 13 (0.13%) JBoss
13 13 (0.13%) WebSphere
14 9 (0.089%) SAS
15 8 (0.079%) Oracle SOA Suite
16 5 (0.049%) Apache Pulsar
16 5 (0.049%) IIS
16 5 (0.049%) Umbraco
17 3 (0.030%) Camunda
Applications
1 1,111 (10.99%) Microsoft Excel
2 138 (1.37%) Chatbot
3 81 (0.80%) Microsoft Office
4 51 (0.50%) Microsoft PowerPoint
5 30 (0.30%) UserZoom
6 22 (0.22%) Spreadsheet
7 20 (0.20%) MS Visio
8 7 (0.069%) Adobe Premiere
8 7 (0.069%) Maya
9 6 (0.059%) Adobe Creative Suite
9 6 (0.059%) Microsoft Project
10 5 (0.049%) Camtasia
10 5 (0.049%) Photoshop
11 4 (0.040%) Adobe After Effects
11 4 (0.040%) Adobe Illustrator
11 4 (0.040%) CapCut
11 4 (0.040%) Weka
12 3 (0.030%) Final Cut Pro
12 3 (0.030%) Sketch
13 1 (0.010%) Notion
Business Applications
1 36 (0.36%) Dynamics CRM
2 21 (0.21%) NetSuite
3 18 (0.18%) SAP S/4HANA
4 11 (0.11%) Oracle Payables
5 10 (0.099%) Oracle ERP
5 10 (0.099%) Workday HCM
6 8 (0.079%) Distributed Ledger
7 7 (0.069%) Oracle EBS
7 7 (0.069%) Salesforce CRM
8 6 (0.059%) Shopify
9 5 (0.049%) Cloudability
10 4 (0.040%) Dynamics AX
10 4 (0.040%) Oracle Assets
10 4 (0.040%) Oracle Procure-to-Pay
10 4 (0.040%) Sparx Enterprise Architect
11 3 (0.030%) Oracle General Ledger
11 3 (0.030%) Oracle Receivables
11 3 (0.030%) SAP FI
12 2 (0.020%) Endur
12 2 (0.020%) SAP FI/CO
Cloud Services
1 4,156 (41.12%) Cloud Computing
2 2,296 (22.72%) Azure
3 1,398 (13.83%) Power Platform
4 1,308 (12.94%) Azure AI
5 860 (8.51%) AWS
6 482 (4.77%) SaaS
7 378 (3.74%) GCP
8 218 (2.16%) GitHub
9 193 (1.91%) Microsoft 365
9 193 (1.91%) Snowflake
10 166 (1.64%) Azure DevOps
11 160 (1.58%) Adobe Analytics
12 126 (1.25%) Azure Synapse Analytics
13 124 (1.23%) Microsoft Copilot
14 123 (1.22%) Azure Data Factory
15 121 (1.20%) Serverless
16 109 (1.08%) GitHub Copilot
17 103 (1.02%) Entra ID
18 101 (1.00%) Azure Machine Learning
19 97 (0.96%) Figma
Communications & Networking
1 4,054 (40.11%) Internet
2 243 (2.40%) Broadband
3 54 (0.53%) Firewall
4 30 (0.30%) Unified Communications
5 28 (0.28%) Network Security
6 25 (0.25%) VPN
7 23 (0.23%) HTTP
8 21 (0.21%) TCP/IP
9 18 (0.18%) VoIP
9 18 (0.18%) WAN
10 17 (0.17%) DNS
11 16 (0.16%) DHCP
12 12 (0.12%) Telepresence
12 12 (0.12%) WebEx
13 9 (0.089%) VLAN
14 8 (0.079%) Wi-Fi
15 7 (0.069%) Intranet
16 6 (0.059%) DMZ
16 6 (0.059%) RTP
16 6 (0.059%) Wireless
Database & Business Intelligence
1 1,268 (12.55%) Power BI
2 1,159 (11.47%) Tableau
3 194 (1.92%) Data Warehouse
4 154 (1.52%) Data Lake
5 139 (1.38%) SQL Server
6 100 (0.99%) PostgreSQL
7 96 (0.95%) Metadata
8 82 (0.81%) MongoDB
9 78 (0.77%) NoSQL
10 70 (0.69%) BigQuery
11 59 (0.58%) Big Data
11 59 (0.58%) Looker
12 54 (0.53%) Elasticsearch
13 47 (0.47%) Amazon Redshift
14 43 (0.43%) Pinecone
15 42 (0.42%) Azure SQL Database
16 38 (0.38%) MySQL
17 35 (0.35%) Snowflake Schema
18 33 (0.33%) Relational Database
19 30 (0.30%) Spark SQL
Development Applications
1 150 (1.48%) Git
2 99 (0.98%) JIRA
3 78 (0.77%) MLflow
4 58 (0.57%) Visual Studio Code
5 52 (0.51%) Jenkins
6 36 (0.36%) GitLab
7 34 (0.34%) Claude Code
8 25 (0.25%) Cypress.io
8 25 (0.25%) IBM UrbanCode
8 25 (0.25%) Selenium
9 16 (0.16%) Postman
10 13 (0.13%) SpecFlow
11 11 (0.11%) Visual Studio
12 10 (0.099%) Bitbucket
12 10 (0.099%) Storybook
13 9 (0.089%) Oracle Forms
13 9 (0.089%) TeamCity
14 8 (0.079%) Gradle
14 8 (0.079%) Subversion
14 8 (0.079%) Vite
General
1 6,369 (63.02%) Social Skills
2 4,498 (44.50%) Inclusion and Diversity
3 4,274 (42.29%) Banking
4 1,245 (12.32%) Finance
5 721 (7.13%) Analytical Skills
6 424 (4.20%) Marketing
7 329 (3.26%) Legal
8 311 (3.08%) Public Sector
9 283 (2.80%) Law
10 277 (2.74%) Games
11 246 (2.43%) Retail
12 180 (1.78%) Manufacturing
13 119 (1.18%) Influencing Skills
14 115 (1.14%) Presentation Skills
15 100 (0.99%) Telecoms
16 93 (0.92%) Organisational Skills
17 79 (0.78%) Pharmaceutical
18 76 (0.75%) Financial Institution
19 55 (0.54%) Advertising
20 49 (0.48%) Electronics
Job Titles
1 3,158 (31.25%) Lecturer
2 1,214 (12.01%) Analyst
3 1,058 (10.47%) Data Analyst
4 1,017 (10.06%) Junior
5 992 (9.81%) Junior Analyst
5 992 (9.81%) Junior Data Analyst
6 802 (7.94%) Senior
7 612 (6.06%) Lead
8 437 (4.32%) Developer
9 379 (3.75%) Architect
10 314 (3.11%) Artificial Intelligence Engineer
11 271 (2.68%) Consultant
12 214 (2.12%) Software Engineer
13 190 (1.88%) Data Engineer
14 166 (1.64%) Solutions Architect
15 112 (1.11%) Data Scientist
16 103 (1.02%) Python Engineer
17 98 (0.97%) Full-Stack Engineer
18 91 (0.90%) Full-Stack Developer
19 86 (0.85%) Senior Manager
Libraries, Frameworks & Software Standards
1 271 (2.68%) React
2 198 (1.96%) PyTorch
3 166 (1.64%) REST
4 161 (1.59%) .NET
5 155 (1.53%) TensorFlow
6 143 (1.41%) HTML
7 134 (1.33%) scikit-learn
8 132 (1.31%) RESTful
9 128 (1.27%) Node.js
10 124 (1.23%) LangChain
11 115 (1.14%) CSS
12 105 (1.04%) Kafka
13 104 (1.03%) Pandas
14 95 (0.94%) FastAPI
15 92 (0.91%) Hugging Face
16 88 (0.87%) Django
17 78 (0.77%) NumPy
18 74 (0.73%) PySpark
19 64 (0.63%) AngularJS
20 63 (0.62%) Spring
Miscellaneous
1 4,078 (40.35%) IoT
2 321 (3.18%) Cloud Native
3 217 (2.15%) Onboarding
4 211 (2.09%) Social Media
5 178 (1.76%) AI Agents
6 170 (1.68%) Algorithms
7 168 (1.66%) Product Ownership
8 152 (1.50%) Robotics
9 130 (1.29%) Blog
10 127 (1.26%) Self-Motivation
11 116 (1.15%) Distributed Systems
12 101 (1.00%) Low-Code
13 100 (0.99%) Management Information System
14 89 (0.88%) Enterprise Software
15 86 (0.85%) Mobile App
16 85 (0.84%) Life Science
16 85 (0.84%) Public Cloud
17 71 (0.70%) Data Centre
18 66 (0.65%) Virtual Team
19 56 (0.55%) Legacy Systems
Operating Systems
1 90 (0.89%) Linux
2 88 (0.87%) Windows
3 81 (0.80%) Android
4 56 (0.55%) Apple iOS
4 56 (0.55%) Unix
5 28 (0.28%) Windows Server
6 15 (0.15%) Ubuntu
7 9 (0.089%) Mac OS
8 7 (0.069%) VMS
9 5 (0.049%) Windows Server 2016
10 4 (0.040%) Robot Operating System
11 3 (0.030%) OpenWrt
12 2 (0.020%) Kali Linux
12 2 (0.020%) zOS
13 1 (0.010%) FreeRTOS
13 1 (0.010%) Mac OS X
13 1 (0.010%) Red Hat Enterprise Linux
13 1 (0.010%) Solaris
13 1 (0.010%) Windows Server 2019
Processes & Methodologies
1 5,224 (51.69%) Machine Learning
2 4,335 (42.89%) User Experience
3 4,314 (42.68%) Cybersecurity
4 4,076 (40.33%) Web Development
5 1,425 (14.10%) Business Intelligence
6 1,315 (13.01%) Analytics
7 1,011 (10.00%) Agile
8 825 (8.16%) Roadmaps
9 767 (7.59%) Problem-Solving
10 682 (6.75%) Decision-Making
11 678 (6.71%) CI/CD
12 634 (6.27%) Continuous Improvement
13 620 (6.13%) Software Engineering
14 582 (5.76%) Generative AI
15 568 (5.62%) Data Science
15 568 (5.62%) LLM
16 560 (5.54%) DevOps
17 496 (4.91%) Mentoring
18 422 (4.18%) Data Engineering
19 420 (4.16%) Customer Experience
Programming Languages
1 2,451 (24.25%) Python
2 1,643 (16.26%) SQL
3 261 (2.58%) JavaScript
4 253 (2.50%) Java
5 219 (2.17%) TypeScript
6 171 (1.69%) C#
7 82 (0.81%) C++
8 75 (0.74%) Go
9 66 (0.65%) Bash
10 59 (0.58%) PowerShell
11 55 (0.54%) R
12 39 (0.39%) Kotlin
13 35 (0.35%) PHP
14 29 (0.29%) Scala
15 28 (0.28%) Data Analysis Expressions
16 23 (0.23%) Rust
17 21 (0.21%) Bicep
18 20 (0.20%) C
19 19 (0.19%) Apex Code
20 18 (0.18%) T-SQL
Qualifications
1 4,912 (48.60%) Degree
2 4,238 (41.93%) Master's Degree
3 4,175 (41.31%) PhD
4 4,050 (40.07%) Postgraduate
5 1,216 (12.03%) Azure Certification
6 297 (2.94%) Security Cleared
7 191 (1.89%) SC Cleared
8 177 (1.75%) Computer Science Degree
9 121 (1.20%) AWS Certification
10 89 (0.88%) DV Cleared
11 67 (0.66%) DBS Check
12 66 (0.65%) ACCA
13 56 (0.55%) AWS Certified Cloud Practitioner
14 45 (0.45%) CISSP
14 45 (0.45%) PMP
15 44 (0.44%) CIMA
16 43 (0.43%) Microsoft Certification
17 30 (0.30%) PMI Certification
18 27 (0.27%) Cisco Certification
19 26 (0.26%) Numerate Degree
Quality Assurance & Compliance
1 332 (3.28%) Accessibility
2 265 (2.62%) Data Quality
3 173 (1.71%) GDPR
4 153 (1.51%) QA
5 68 (0.67%) ISO/IEC 27001
6 64 (0.63%) WCAG
7 50 (0.49%) EU AI Act
7 50 (0.49%) GRC
8 42 (0.42%) IFRS
9 41 (0.41%) HIPAA
10 39 (0.39%) California Consumer Privacy Act
11 38 (0.38%) NIST
12 28 (0.28%) Actionable Recommendations
13 27 (0.27%) GxP
14 26 (0.26%) Solvency II
15 22 (0.22%) PSD2
16 21 (0.21%) SLA
17 19 (0.19%) PMO
18 18 (0.18%) GAAP
19 17 (0.17%) Cyber Essentials
System Software
1 269 (2.66%) Docker
2 79 (0.78%) Active Directory
3 58 (0.57%) Virtual Machines
4 14 (0.14%) Firmware
5 11 (0.11%) VMware Infrastructure
6 9 (0.089%) vSphere
7 4 (0.040%) Lustre
7 4 (0.040%) Slurm Workload Manager
7 4 (0.040%) Virtual Desktop
8 3 (0.030%) Kamailio
8 3 (0.030%) VMware ESXi
9 2 (0.020%) Ceph
9 2 (0.020%) GPFS
9 2 (0.020%) Hyper-V
9 2 (0.020%) RACF
10 1 (0.010%) Apache Flume
10 1 (0.010%) Oracle RAC
Systems Management
1 256 (2.53%) Kubernetes
2 211 (2.09%) Terraform
3 56 (0.55%) Ansible
4 42 (0.42%) Grafana
5 40 (0.40%) Prometheus
5 40 (0.40%) Single Sign-On
6 30 (0.30%) Microsoft Intune
7 12 (0.12%) Cisco CUCM
8 9 (0.089%) Argo
8 9 (0.089%) Kubeflow
9 8 (0.079%) Proxmox
10 7 (0.069%) vCenter Server
11 4 (0.040%) Active Directory Federation Services
11 4 (0.040%) Functional Safety
11 4 (0.040%) SolarWinds Orion
12 3 (0.030%) Control-M
12 3 (0.030%) RSA Archer
13 2 (0.020%) Computer Emergency Response Teams
13 2 (0.020%) EMC NetWorker
13 2 (0.020%) Microsoft Data Protection Manager
Vendors
1 1,825 (18.06%) Microsoft
2 289 (2.86%) Databricks
3 215 (2.13%) Adobe
4 209 (2.07%) Google
5 139 (1.38%) Dell
6 125 (1.24%) OpenAI
7 97 (0.96%) Oracle
8 95 (0.94%) Salesforce
9 75 (0.74%) Cisco
10 69 (0.68%) SAP
11 56 (0.55%) Foundry
12 50 (0.49%) ServiceNow
13 49 (0.48%) Palantir
14 43 (0.43%) Alteryx
14 43 (0.43%) Informatica
15 41 (0.41%) PayPal
16 36 (0.36%) Apple
17 31 (0.31%) Red Hat
18 30 (0.30%) Bloomberg
19 27 (0.27%) Fortinet