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

6 months to
6 May 2026
Same period 2025 Same period 2024
Rank 6 30 44
Rank change year-on-year +24 +14 +74
Permanent jobs citing AI 10,844 2,964 4,789
As % of all permanent jobs in the UK 11.88% 6.82% 5.00%
As % of the Processes & Methodologies category 15.94% 7.33% 5.84%
Number of salaries quoted 3,222 1,513 2,097
10th Percentile £36,300 £26,750 £40,000
25th Percentile £51,250 £52,500 £50,000
Median annual salary (50th Percentile) £70,000 £70,000 £70,000
Median % change year-on-year - - -3.45%
75th Percentile £95,000 £100,000 £92,500
90th Percentile £115,000 £117,500 £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 68,019 40,426 81,982
As % of all permanent jobs advertised in the UK 74.51% 93.00% 85.53%
Number of salaries quoted 42,516 22,659 59,588
10th Percentile £30,000 £30,580 £29,000
25th Percentile £40,000 £42,500 £39,750
Median annual salary (50th Percentile) £59,500 £60,000 £55,000
Median % change year-on-year -0.83% +9.09% -10.57%
75th Percentile £78,750 £80,000 £72,500
90th Percentile £100,000 £102,500 £92,500
UK excluding London median annual salary £51,500 £52,500 £50,000
% change year-on-year -1.90% +5.00% -9.09%

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 May 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 May 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 +25 10,026 £70,000 -3.45% 4,354
UK excluding London +28 7,722 £60,000 -9.37% 2,531
North of England +49 2,776 £65,000 - 759
London +28 2,639 £85,000 -8.11% 2,180
North West +53 2,009 £70,000 -6.67% 490
Work from Home +12 1,947 £67,500 +1.95% 1,558
Midlands +34 1,702 £52,500 -8.95% 300
South East +31 1,552 £60,000 -14.29% 791
West Midlands +33 1,326 £52,500 -8.70% 155
East of England +35 820 £59,450 -10.23% 312
Yorkshire +23 635 £65,000 +44.44% 167
South West +8 449 £60,000 +4.40% 248
East Midlands +34 387 £52,500 -16.00% 144
Scotland +6 240 £70,000 +55.56% 88
Wales +31 151 £53,171 -17.24% 48
North East +21 132 £58,250 +1.30% 102
Northern Ireland +10 70 £90,000 -10.00% 25
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 (1.11%) Apache Airflow
2 107 (0.99%) Apache Spark
2 107 (0.99%) SharePoint
3 69 (0.64%) CMS
4 67 (0.62%) Confluence
5 65 (0.60%) Jupyter
6 44 (0.41%) Apache
7 30 (0.28%) ArcGIS
8 27 (0.25%) Palantir Foundry
9 26 (0.24%) WordPress
10 19 (0.18%) Microsoft Exchange
11 17 (0.16%) Appian
12 10 (0.092%) SAS
13 9 (0.083%) JBoss
13 9 (0.083%) WebSphere
14 8 (0.074%) Oracle SOA Suite
15 5 (0.046%) IIS
16 4 (0.037%) Apache Pulsar
16 4 (0.037%) Umbraco
17 3 (0.028%) Liferay
Applications
1 1,257 (11.59%) Microsoft Excel
2 122 (1.13%) Chatbot
3 85 (0.78%) Microsoft Office
4 55 (0.51%) Microsoft PowerPoint
5 30 (0.28%) UserZoom
6 23 (0.21%) MS Visio
7 22 (0.20%) Spreadsheet
8 7 (0.065%) Maya
9 6 (0.055%) Camtasia
10 5 (0.046%) Adobe Creative Suite
10 5 (0.046%) Adobe Premiere
10 5 (0.046%) Microsoft Project
10 5 (0.046%) 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 (0.018%) Notion
13 2 (0.018%) Simulink
13 2 (0.018%) Weka
Business Applications
1 35 (0.32%) Dynamics CRM
2 22 (0.20%) SAP S/4HANA
3 19 (0.18%) Cloudability
4 17 (0.16%) NetSuite
5 10 (0.092%) Oracle ERP
5 10 (0.092%) Workday HCM
6 8 (0.074%) Distributed Ledger
7 7 (0.065%) Salesforce CRM
8 5 (0.046%) Oracle EBS
9 4 (0.037%) Dynamics AX
9 4 (0.037%) Oracle Procure-to-Pay
9 4 (0.037%) Shopify
9 4 (0.037%) Sparx Enterprise Architect
10 3 (0.028%) SAP FI
11 2 (0.018%) Dynamics GP
11 2 (0.018%) SAP CO
11 2 (0.018%) SAP ERP
11 2 (0.018%) SAP FI/CO
11 2 (0.018%) SAP SCM
11 2 (0.018%) Unit4 Business World
Cloud Services
1 4,148 (38.25%) Cloud Computing
2 2,674 (24.66%) Azure
3 1,652 (15.23%) Azure AI
4 1,563 (14.41%) Power Platform
5 916 (8.45%) AWS
6 485 (4.47%) SaaS
7 404 (3.73%) GCP
8 226 (2.08%) Microsoft 365
9 220 (2.03%) GitHub
10 207 (1.91%) Snowflake
11 184 (1.70%) Adobe Analytics
11 184 (1.70%) Azure DevOps
12 154 (1.42%) Microsoft Copilot
13 135 (1.24%) Serverless
14 128 (1.18%) Azure Synapse Analytics
15 126 (1.16%) Figma
16 115 (1.06%) Azure Machine Learning
17 114 (1.05%) Entra ID
18 104 (0.96%) GitHub Copilot
19 103 (0.95%) Power Automate
Communications & Networking
1 4,044 (37.29%) Internet
2 288 (2.66%) Broadband
3 66 (0.61%) Firewall
4 44 (0.41%) Network Security
5 30 (0.28%) VPN
6 27 (0.25%) HTTP
7 25 (0.23%) Unified Communications
8 23 (0.21%) DNS
9 19 (0.18%) WAN
10 18 (0.17%) TCP/IP
11 16 (0.15%) DHCP
12 11 (0.10%) VoIP
13 10 (0.092%) VLAN
13 10 (0.092%) Wireless
14 9 (0.083%) Intranet
15 8 (0.074%) SD-WAN
16 7 (0.065%) MQTT
16 7 (0.065%) Telepresence
16 7 (0.065%) WebEx
17 6 (0.055%) DMZ
Database & Business Intelligence
1 1,424 (13.13%) Power BI
2 1,302 (12.01%) Tableau
3 180 (1.66%) Data Warehouse
4 157 (1.45%) SQL Server
5 146 (1.35%) Data Lake
6 104 (0.96%) PostgreSQL
7 101 (0.93%) MongoDB
8 94 (0.87%) Metadata
9 81 (0.75%) NoSQL
10 71 (0.65%) BigQuery
11 64 (0.59%) Elasticsearch
12 63 (0.58%) Big Data
13 60 (0.55%) Looker
14 48 (0.44%) Pinecone
15 47 (0.43%) Amazon Redshift
16 45 (0.41%) Azure SQL Database
17 36 (0.33%) MySQL
17 36 (0.33%) Relational Database
18 34 (0.31%) Redis
19 33 (0.30%) Snowflake Schema
Development Applications
1 163 (1.50%) Git
2 96 (0.89%) JIRA
3 80 (0.74%) MLflow
4 67 (0.62%) Jenkins
5 57 (0.53%) Visual Studio Code
6 49 (0.45%) Claude Code
7 45 (0.41%) GitLab
8 25 (0.23%) IBM UrbanCode
8 25 (0.23%) Selenium
9 19 (0.18%) Cypress.io
10 18 (0.17%) Snyk
11 16 (0.15%) Postman
12 14 (0.13%) SpecFlow
13 13 (0.12%) Vite
14 12 (0.11%) Visual Studio
15 10 (0.092%) Storybook
16 9 (0.083%) Gradle
16 9 (0.083%) Oracle Forms
17 8 (0.074%) Bitbucket
18 7 (0.065%) TeamCity
General
1 6,674 (61.55%) Social Skills
2 4,525 (41.73%) Inclusion and Diversity
3 4,238 (39.08%) Banking
4 1,199 (11.06%) Finance
5 680 (6.27%) Analytical Skills
6 433 (3.99%) Marketing
7 327 (3.02%) Games
8 303 (2.79%) Public Sector
9 297 (2.74%) Legal
10 254 (2.34%) Law
11 235 (2.17%) Retail
12 167 (1.54%) Manufacturing
13 127 (1.17%) Influencing Skills
14 107 (0.99%) Organisational Skills
15 88 (0.81%) Presentation Skills
16 86 (0.79%) Telecoms
17 62 (0.57%) Financial Institution
18 57 (0.53%) Automotive
19 54 (0.50%) Advertising
20 50 (0.46%) Pharmaceutical
Job Titles
1 3,149 (29.04%) Lecturer
2 1,418 (13.08%) Analyst
3 1,205 (11.11%) Data Analyst
4 1,180 (10.88%) Junior
5 1,159 (10.69%) Junior Analyst
6 1,157 (10.67%) Junior Data Analyst
7 907 (8.36%) Senior
8 669 (6.17%) Lead
9 531 (4.90%) Artificial Intelligence Engineer
10 481 (4.44%) Developer
11 460 (4.24%) Architect
12 267 (2.46%) Consultant
13 264 (2.43%) Software Engineer
14 216 (1.99%) Data Engineer
15 195 (1.80%) Solutions Architect
16 143 (1.32%) Python Engineer
17 135 (1.24%) Data Scientist
18 108 (1.00%) Full-Stack Engineer
19 104 (0.96%) Full-Stack Developer
20 97 (0.89%) Senior Manager
Libraries, Frameworks & Software Standards
1 283 (2.61%) React
2 197 (1.82%) .NET
3 184 (1.70%) PyTorch
4 157 (1.45%) REST
5 145 (1.34%) Node.js
6 141 (1.30%) TensorFlow
7 139 (1.28%) LangChain
8 137 (1.26%) RESTful
9 136 (1.25%) HTML
10 129 (1.19%) scikit-learn
11 118 (1.09%) CSS
12 113 (1.04%) Kafka
13 110 (1.01%) Pandas
14 107 (0.99%) FastAPI
15 89 (0.82%) Django
16 88 (0.81%) Hugging Face
17 81 (0.75%) NumPy
18 79 (0.73%) PySpark
19 75 (0.69%) Next.js
20 68 (0.63%) AngularJS
Miscellaneous
1 4,070 (37.53%) IoT
2 357 (3.29%) Cloud Native
3 235 (2.17%) Social Media
4 217 (2.00%) AI Agents
5 206 (1.90%) Onboarding
6 184 (1.70%) Product Ownership
7 161 (1.48%) Algorithms
8 150 (1.38%) Robotics
9 144 (1.33%) Distributed Systems
10 115 (1.06%) Self-Motivation
11 107 (0.99%) Blog
12 105 (0.97%) Low-Code
13 95 (0.88%) Enterprise Software
14 94 (0.87%) Management Information System
15 91 (0.84%) Data Centre
16 87 (0.80%) Public Cloud
17 85 (0.78%) Mobile App
18 82 (0.76%) Virtual Team
19 70 (0.65%) Life Science
20 68 (0.63%) Legacy Systems
Operating Systems
1 97 (0.89%) Windows
2 90 (0.83%) Linux
3 69 (0.64%) Android
4 48 (0.44%) Apple iOS
5 44 (0.41%) Unix
6 32 (0.30%) Windows Server
7 15 (0.14%) Ubuntu
8 12 (0.11%) VMS
9 5 (0.046%) Mac OS
9 5 (0.046%) Windows Server 2016
10 4 (0.037%) Robot Operating System
11 1 (0.009%) FreeRTOS
11 1 (0.009%) Kali Linux
11 1 (0.009%) OpenWrt
11 1 (0.009%) Red Hat Enterprise Linux
11 1 (0.009%) Windows Server 2019
11 1 (0.009%) zOS
Processes & Methodologies
1 5,277 (48.66%) Machine Learning
2 4,352 (40.13%) User Experience
3 4,351 (40.12%) Cybersecurity
4 4,069 (37.52%) Web Development
5 1,554 (14.33%) Business Intelligence
6 1,297 (11.96%) Analytics
7 1,062 (9.79%) Agile
8 918 (8.47%) Roadmaps
9 764 (7.05%) Problem-Solving
10 754 (6.95%) CI/CD
11 711 (6.56%) Software Engineering
12 678 (6.25%) Decision-Making
13 632 (5.83%) Continuous Improvement
14 618 (5.70%) LLM
15 617 (5.69%) DevOps
16 592 (5.46%) Generative AI
17 549 (5.06%) Data Science
18 545 (5.03%) Mentoring
19 457 (4.21%) Artificial Intelligence Engineering
20 451 (4.16%) Data Engineering
Programming Languages
1 2,877 (26.53%) Python
2 1,799 (16.59%) SQL
3 268 (2.47%) JavaScript
4 266 (2.45%) Java
5 235 (2.17%) TypeScript
6 199 (1.84%) C#
7 92 (0.85%) C++
8 83 (0.77%) Go
9 71 (0.65%) PowerShell
10 69 (0.64%) Bash
11 56 (0.52%) R
12 35 (0.32%) PHP
13 32 (0.30%) Scala
14 31 (0.29%) C
15 30 (0.28%) Rust
16 29 (0.27%) Bicep
17 28 (0.26%) Kotlin
18 17 (0.16%) Apex Code
19 16 (0.15%) Data Analysis Expressions
19 16 (0.15%) T-SQL
Qualifications
1 4,827 (44.51%) Degree
2 4,206 (38.79%) Master's Degree
3 4,161 (38.37%) PhD
4 4,041 (37.26%) Postgraduate
5 1,546 (14.26%) Azure Certification
6 352 (3.25%) Security Cleared
7 210 (1.94%) SC Cleared
8 152 (1.40%) Computer Science Degree
9 124 (1.14%) AWS Certification
10 107 (0.99%) DV Cleared
11 85 (0.78%) DBS Check
12 81 (0.75%) ACCA
13 56 (0.52%) AWS Certified Cloud Practitioner
13 56 (0.52%) CIMA
14 50 (0.46%) CISSP
15 44 (0.41%) Microsoft Certification
16 38 (0.35%) PMP
17 29 (0.27%) Cisco Certification
18 28 (0.26%) PMI Certification
19 26 (0.24%) AWS Certified Solutions Architect
Quality Assurance & Compliance
1 363 (3.35%) Accessibility
2 265 (2.44%) Data Quality
3 173 (1.60%) GDPR
4 172 (1.59%) QA
5 77 (0.71%) ISO/IEC 27001
6 76 (0.70%) WCAG
7 72 (0.66%) GRC
8 47 (0.43%) NIST
9 46 (0.42%) IFRS
10 43 (0.40%) California Consumer Privacy Act
11 25 (0.23%) PMO
11 25 (0.23%) SLA
12 24 (0.22%) HIPAA
13 23 (0.21%) EU AI Act
14 22 (0.20%) GxP
15 21 (0.19%) PCI DSS
16 19 (0.18%) GAAP
17 18 (0.17%) SOC 2
18 17 (0.16%) Cyber Essentials
19 13 (0.12%) NCSC
System Software
1 285 (2.63%) Docker
2 90 (0.83%) Active Directory
3 87 (0.80%) Virtual Machines
4 19 (0.18%) Firmware
5 11 (0.10%) VMware Infrastructure
6 9 (0.083%) vSphere
7 4 (0.037%) IAG
8 3 (0.028%) Kamailio
8 3 (0.028%) Virtual Desktop
9 2 (0.018%) Embedded Firmware
9 2 (0.018%) GPFS
9 2 (0.018%) Hyper-V
9 2 (0.018%) Lustre
9 2 (0.018%) Slurm Workload Manager
9 2 (0.018%) VMware ESXi
10 1 (0.009%) Apache Flume
10 1 (0.009%) RACF
10 1 (0.009%) VMware NSX
Systems Management
1 299 (2.76%) Kubernetes
2 228 (2.10%) Terraform
3 62 (0.57%) Ansible
4 45 (0.41%) Grafana
5 43 (0.40%) Prometheus
6 38 (0.35%) Microsoft Intune
6 38 (0.35%) Single Sign-On
7 11 (0.10%) Argo
8 10 (0.092%) Kubeflow
9 8 (0.074%) Proxmox
10 7 (0.065%) Cisco CUCM
11 6 (0.055%) vCenter Server
12 5 (0.046%) Autotask
12 5 (0.046%) Functional Safety
13 4 (0.037%) Active Directory Federation Services
13 4 (0.037%) Podman
13 4 (0.037%) Puppet
13 4 (0.037%) SolarWinds Orion
14 3 (0.028%) RSA Archer
14 3 (0.028%) SCCM
Vendors
1 2,050 (18.90%) Microsoft
2 305 (2.81%) Databricks
3 253 (2.33%) Adobe
4 207 (1.91%) Google
5 158 (1.46%) OpenAI
6 135 (1.24%) Dell
7 123 (1.13%) Salesforce
8 81 (0.75%) Oracle
9 75 (0.69%) Cisco
10 67 (0.62%) SAP
10 67 (0.62%) ServiceNow
11 59 (0.54%) Foundry
12 52 (0.48%) Apple
13 49 (0.45%) Palantir
14 42 (0.39%) HubSpot
15 39 (0.36%) Informatica
16 34 (0.31%) CrowdStrike
17 30 (0.28%) Palo Alto
18 28 (0.26%) Red Hat
19 25 (0.23%) VMware