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

6 months to
11 May 2026
Same period 2025 Same period 2024
Rank 6 25 44
Rank change year-on-year +19 +19 +71
Permanent jobs citing AI 9,435 3,331 4,819
As % of all permanent jobs in the UK 10.44% 7.59% 4.99%
As % of the Processes & Methodologies category 14.11% 8.13% 5.85%
Number of salaries quoted 3,327 1,529 2,120
10th Percentile £37,500 £26,750 £40,000
25th Percentile £51,250 £51,750 £50,000
Median annual salary (50th Percentile) £70,000 £70,000 £70,000
Median % change year-on-year - - -4.21%
75th Percentile £95,000 £100,000 £92,500
90th Percentile £112,500 £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 66,871 40,971 82,332
As % of all permanent jobs advertised in the UK 73.97% 93.32% 85.23%
Number of salaries quoted 42,937 22,765 59,727
10th Percentile £30,000 £30,000 £29,000
25th Percentile £40,000 £42,000 £40,000
Median annual salary (50th Percentile) £60,000 £60,000 £55,000
Median % change year-on-year - +9.09% -10.10%
75th Percentile £78,750 £80,000 £72,500
90th Percentile £100,000 £102,410 £92,500
UK excluding London median annual salary £52,500 £52,500 £50,000
% change year-on-year - +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 11 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 11 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 +19 8,656 £70,000 -3.45% 3,401
UK excluding London +21 6,531 £60,000 -9.37% 1,919
London +26 2,432 £85,000 -8.11% 1,871
North of England +34 2,200 £67,500 +4.75% 514
Work from Home +9 1,991 £67,500 +1.95% 1,803
Midlands +17 1,674 £52,500 -12.50% 239
North West +51 1,470 £70,000 -3.45% 298
West Midlands +17 1,344 £52,500 -8.70% 140
South East +15 1,200 £60,000 -14.29% 643
East of England +34 620 £59,450 -10.23% 203
Yorkshire +14 592 £67,500 +50.00% 139
South West +5 442 £60,000 +4.40% 209
East Midlands +16 341 £52,500 -16.00% 98
Scotland +10 232 £70,000 +55.56% 82
North East +14 138 £59,000 +2.61% 78
Wales +30 134 £53,585 -16.60% 41
Northern Ireland +12 67 £90,000 -10.00% 21
Channel Islands 0 2 - -

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 (1.26%) Apache Airflow
2 112 (1.19%) SharePoint
3 106 (1.12%) Apache Spark
4 73 (0.77%) CMS
5 67 (0.71%) Confluence
6 65 (0.69%) Jupyter
7 44 (0.47%) Apache
8 30 (0.32%) ArcGIS
9 28 (0.30%) Palantir Foundry
9 28 (0.30%) WordPress
10 18 (0.19%) Microsoft Exchange
11 17 (0.18%) Appian
12 16 (0.17%) SAS
13 9 (0.095%) JBoss
13 9 (0.095%) WebSphere
14 8 (0.085%) Oracle SOA Suite
15 5 (0.053%) IIS
16 4 (0.042%) Sitecore CMS
16 4 (0.042%) Umbraco
17 3 (0.032%) Liferay
Applications
1 1,260 (13.35%) Microsoft Excel
2 122 (1.29%) Chatbot
3 87 (0.92%) Microsoft Office
4 56 (0.59%) Microsoft PowerPoint
5 30 (0.32%) UserZoom
6 23 (0.24%) MS Visio
7 22 (0.23%) Spreadsheet
8 7 (0.074%) Maya
9 6 (0.064%) Camtasia
10 5 (0.053%) Adobe Creative Suite
10 5 (0.053%) Adobe Premiere
10 5 (0.053%) Microsoft Project
10 5 (0.053%) Photoshop
10 5 (0.053%) Simulink
10 5 (0.053%) Sketch
11 4 (0.042%) Adobe After Effects
11 4 (0.042%) Adobe Illustrator
11 4 (0.042%) CapCut
12 2 (0.021%) Adobe XD
12 2 (0.021%) Productboard
Business Applications
1 38 (0.40%) Dynamics CRM
2 24 (0.25%) Cloudability
3 22 (0.23%) SAP S/4HANA
4 15 (0.16%) NetSuite
5 10 (0.11%) Workday HCM
6 9 (0.095%) Oracle ERP
7 8 (0.085%) Distributed Ledger
8 7 (0.074%) Salesforce CRM
9 5 (0.053%) Oracle EBS
10 4 (0.042%) Dynamics AX
10 4 (0.042%) Oracle Procure-to-Pay
10 4 (0.042%) Sage 50
10 4 (0.042%) Shopify
10 4 (0.042%) Sparx Enterprise Architect
11 3 (0.032%) SAP FI
12 2 (0.021%) Oracle Assets
12 2 (0.021%) SAP CO
12 2 (0.021%) SAP FI/CO
12 2 (0.021%) SAP MDG
12 2 (0.021%) Unit4 Business World
Cloud Services
1 2,738 (29.02%) Azure
2 2,639 (27.97%) Cloud Computing
3 1,683 (17.84%) Azure AI
4 1,574 (16.68%) Power Platform
5 948 (10.05%) AWS
6 494 (5.24%) SaaS
7 408 (4.32%) GCP
8 241 (2.55%) Microsoft 365
9 234 (2.48%) GitHub
10 206 (2.18%) Azure DevOps
10 206 (2.18%) Snowflake
11 183 (1.94%) Adobe Analytics
12 163 (1.73%) Microsoft Copilot
13 143 (1.52%) Serverless
14 127 (1.35%) Azure Synapse Analytics
14 127 (1.35%) Figma
15 116 (1.23%) Azure Machine Learning
15 116 (1.23%) GitHub Copilot
16 113 (1.20%) Entra ID
17 108 (1.14%) Power Automate
Communications & Networking
1 2,546 (26.98%) Internet
2 300 (3.18%) Broadband
3 69 (0.73%) Firewall
4 46 (0.49%) Network Security
5 32 (0.34%) VPN
6 26 (0.28%) HTTP
7 25 (0.26%) DNS
8 23 (0.24%) Unified Communications
9 18 (0.19%) TCP/IP
9 18 (0.19%) WAN
10 15 (0.16%) DHCP
11 10 (0.11%) MQTT
11 10 (0.11%) VLAN
11 10 (0.11%) Wireless
12 9 (0.095%) Intranet
12 9 (0.095%) VoIP
13 8 (0.085%) 5G
13 8 (0.085%) SD-WAN
14 7 (0.074%) DMZ
15 6 (0.064%) OSPF
Database & Business Intelligence
1 1,429 (15.15%) Power BI
2 1,300 (13.78%) Tableau
3 178 (1.89%) Data Warehouse
4 170 (1.80%) SQL Server
5 145 (1.54%) Data Lake
6 144 (1.53%) MongoDB
7 113 (1.20%) PostgreSQL
8 93 (0.99%) Metadata
9 81 (0.86%) NoSQL
10 76 (0.81%) Azure SQL Database
11 72 (0.76%) BigQuery
12 65 (0.69%) Elasticsearch
13 61 (0.65%) Big Data
13 61 (0.65%) Looker
14 48 (0.51%) Pinecone
15 47 (0.50%) Amazon Redshift
16 41 (0.43%) Relational Database
17 40 (0.42%) MySQL
18 36 (0.38%) Redis
19 32 (0.34%) Snowflake Schema
Development Applications
1 179 (1.90%) Git
2 92 (0.98%) JIRA
3 81 (0.86%) MLflow
4 69 (0.73%) Jenkins
5 57 (0.60%) Visual Studio Code
6 52 (0.55%) Claude Code
7 51 (0.54%) GitLab
8 25 (0.26%) IBM UrbanCode
8 25 (0.26%) Selenium
9 23 (0.24%) Snyk
10 19 (0.20%) Cypress.io
11 18 (0.19%) Postman
12 14 (0.15%) SpecFlow
13 13 (0.14%) Vite
14 12 (0.13%) Visual Studio
15 10 (0.11%) Storybook
16 9 (0.095%) Gradle
16 9 (0.095%) JUnit
16 9 (0.095%) Maven
17 8 (0.085%) Oracle Forms
General
1 5,173 (54.83%) Social Skills
2 3,014 (31.94%) Inclusion and Diversity
3 2,725 (28.88%) Banking
4 1,188 (12.59%) Finance
5 661 (7.01%) Analytical Skills
6 432 (4.58%) Marketing
7 341 (3.61%) Games
8 302 (3.20%) Legal
9 285 (3.02%) Public Sector
10 259 (2.75%) Law
11 235 (2.49%) Retail
12 162 (1.72%) Manufacturing
13 128 (1.36%) Influencing Skills
14 109 (1.16%) Organisational Skills
15 79 (0.84%) Telecoms
16 76 (0.81%) Presentation Skills
17 65 (0.69%) Automotive
18 63 (0.67%) Financial Institution
19 59 (0.63%) Advertising
20 45 (0.48%) Investment Banking
Job Titles
1 1,867 (19.79%) Lecturer
2 1,433 (15.19%) Analyst
3 1,208 (12.80%) Data Analyst
4 1,181 (12.52%) Junior
5 1,160 (12.29%) Junior Analyst
6 1,157 (12.26%) Junior Data Analyst
7 931 (9.87%) Senior
8 673 (7.13%) Lead
9 542 (5.74%) Artificial Intelligence Engineer
9 542 (5.74%) Developer
10 463 (4.91%) Architect
11 273 (2.89%) Software Engineer
12 269 (2.85%) Consultant
13 223 (2.36%) Data Engineer
14 187 (1.98%) Solutions Architect
15 147 (1.56%) Python Engineer
16 139 (1.47%) Data Scientist
17 113 (1.20%) Full-Stack Engineer
18 112 (1.19%) Full-Stack Developer
19 98 (1.04%) Senior Manager
Libraries, Frameworks & Software Standards
1 316 (3.35%) React
2 256 (2.71%) .NET
3 182 (1.93%) PyTorch
4 167 (1.77%) REST
5 156 (1.65%) HTML
5 156 (1.65%) RESTful
6 148 (1.57%) Node.js
7 146 (1.55%) LangChain
8 144 (1.53%) CSS
9 139 (1.47%) TensorFlow
10 129 (1.37%) scikit-learn
11 115 (1.22%) Kafka
12 110 (1.17%) Pandas
13 107 (1.13%) FastAPI
14 87 (0.92%) Django
14 87 (0.92%) Hugging Face
15 81 (0.86%) AngularJS
15 81 (0.86%) NumPy
16 80 (0.85%) PySpark
17 74 (0.78%) Next.js
Miscellaneous
1 2,567 (27.21%) IoT
2 372 (3.94%) Cloud Native
3 238 (2.52%) Social Media
4 220 (2.33%) AI Agents
5 197 (2.09%) Onboarding
6 189 (2.00%) Product Ownership
7 168 (1.78%) Algorithms
8 158 (1.67%) Distributed Systems
9 142 (1.51%) Robotics
10 111 (1.18%) Low-Code
11 105 (1.11%) Self-Motivation
12 99 (1.05%) Enterprise Software
13 96 (1.02%) Management Information System
14 95 (1.01%) Data Centre
15 91 (0.96%) Mobile App
16 87 (0.92%) Public Cloud
17 85 (0.90%) Blog
18 70 (0.74%) Virtual Team
19 69 (0.73%) Legacy Systems
20 60 (0.64%) Life Science
Operating Systems
1 100 (1.06%) Windows
2 94 (1.00%) Linux
3 73 (0.77%) Android
4 49 (0.52%) Apple iOS
5 40 (0.42%) Unix
6 34 (0.36%) Windows Server
7 15 (0.16%) Ubuntu
8 13 (0.14%) VMS
9 6 (0.064%) Mac OS
10 5 (0.053%) Windows Server 2016
11 4 (0.042%) Robot Operating System
12 1 (0.011%) FreeRTOS
12 1 (0.011%) Kali Linux
12 1 (0.011%) Red Hat Enterprise Linux
12 1 (0.011%) Windows Server 2019
Processes & Methodologies
1 3,824 (40.53%) Machine Learning
2 2,856 (30.27%) Cybersecurity
3 2,851 (30.22%) User Experience
4 2,568 (27.22%) Web Development
5 1,556 (16.49%) Business Intelligence
6 1,284 (13.61%) Analytics
7 1,086 (11.51%) Agile
8 910 (9.64%) Roadmaps
9 802 (8.50%) CI/CD
10 759 (8.04%) Problem-Solving
11 735 (7.79%) Software Engineering
12 673 (7.13%) Decision-Making
13 647 (6.86%) DevOps
14 637 (6.75%) Continuous Improvement
15 631 (6.69%) LLM
16 585 (6.20%) Generative AI
17 559 (5.92%) Mentoring
18 545 (5.78%) Data Science
19 458 (4.85%) Artificial Intelligence Engineering
20 451 (4.78%) Data Engineering
Programming Languages
1 2,917 (30.92%) Python
2 1,854 (19.65%) SQL
3 307 (3.25%) JavaScript
4 284 (3.01%) Java
5 255 (2.70%) C#
6 243 (2.58%) TypeScript
7 95 (1.01%) C++
8 89 (0.94%) Go
9 75 (0.79%) PowerShell
10 74 (0.78%) Bash
11 59 (0.63%) R
12 36 (0.38%) PHP
13 35 (0.37%) C
14 32 (0.34%) Bicep
15 30 (0.32%) Rust
15 30 (0.32%) Scala
16 29 (0.31%) Kotlin
17 18 (0.19%) Data Analysis Expressions
18 16 (0.17%) T-SQL
19 15 (0.16%) Apex Code
Qualifications
1 3,293 (34.90%) Degree
2 2,693 (28.54%) Master's Degree
3 2,649 (28.08%) PhD
4 2,537 (26.89%) Postgraduate
5 1,546 (16.39%) Azure Certification
6 358 (3.79%) Security Cleared
7 214 (2.27%) SC Cleared
8 150 (1.59%) Computer Science Degree
9 129 (1.37%) AWS Certification
10 110 (1.17%) DV Cleared
11 85 (0.90%) DBS Check
12 81 (0.86%) ACCA
13 58 (0.61%) CIMA
14 56 (0.59%) AWS Certified Cloud Practitioner
15 49 (0.52%) CISSP
16 44 (0.47%) Microsoft Certification
17 31 (0.33%) AWS Certified Solutions Architect
18 29 (0.31%) PMP
19 28 (0.30%) Cisco Certification
19 28 (0.30%) PMI Certification
Quality Assurance & Compliance
1 365 (3.87%) Accessibility
2 272 (2.88%) Data Quality
3 179 (1.90%) QA
4 170 (1.80%) GDPR
5 81 (0.86%) GRC
6 79 (0.84%) ISO/IEC 27001
7 75 (0.79%) WCAG
8 49 (0.52%) NIST
9 45 (0.48%) California Consumer Privacy Act
10 44 (0.47%) IFRS
11 28 (0.30%) SLA
12 25 (0.26%) PMO
13 22 (0.23%) PCI DSS
14 21 (0.22%) HIPAA
15 20 (0.21%) EU AI Act
16 19 (0.20%) Cyber Essentials
17 18 (0.19%) SOC 2
18 17 (0.18%) GAAP
18 17 (0.18%) GxP
19 15 (0.16%) ISO/IEC 42001
System Software
1 319 (3.38%) Docker
2 94 (1.00%) Virtual Machines
3 88 (0.93%) Active Directory
4 23 (0.24%) Firmware
5 11 (0.12%) VMware Infrastructure
6 9 (0.095%) vSphere
7 4 (0.042%) Embedded Firmware
7 4 (0.042%) IAG
8 3 (0.032%) Kamailio
8 3 (0.032%) Virtual Desktop
9 2 (0.021%) GPFS
9 2 (0.021%) Hyper-V
9 2 (0.021%) Lustre
9 2 (0.021%) Slurm Workload Manager
9 2 (0.021%) VMware ESXi
10 1 (0.011%) Apache Flume
10 1 (0.011%) VMware NSX
Systems Management
1 327 (3.47%) Kubernetes
2 240 (2.54%) Terraform
3 63 (0.67%) Ansible
4 45 (0.48%) Grafana
5 42 (0.45%) Prometheus
6 40 (0.42%) Microsoft Intune
7 36 (0.38%) Single Sign-On
8 11 (0.12%) Argo
9 10 (0.11%) Kubeflow
10 8 (0.085%) Proxmox
11 6 (0.064%) Cisco CUCM
11 6 (0.064%) vCenter Server
12 5 (0.053%) Autotask
12 5 (0.053%) Functional Safety
12 5 (0.053%) Podman
12 5 (0.053%) Puppet
13 4 (0.042%) Active Directory Federation Services
13 4 (0.042%) SolarWinds Orion
14 3 (0.032%) RSA Archer
14 3 (0.032%) SCCM
Vendors
1 2,102 (22.28%) Microsoft
2 305 (3.23%) Databricks
3 259 (2.75%) Adobe
4 206 (2.18%) Google
5 164 (1.74%) OpenAI
6 134 (1.42%) Dell
7 119 (1.26%) Salesforce
8 82 (0.87%) Oracle
9 73 (0.77%) Cisco
9 73 (0.77%) ServiceNow
10 64 (0.68%) SAP
11 61 (0.65%) Apple
12 60 (0.64%) Foundry
13 50 (0.53%) Palantir
14 46 (0.49%) HubSpot
15 40 (0.42%) CrowdStrike
16 39 (0.41%) Informatica
17 35 (0.37%) Palo Alto
18 28 (0.30%) Red Hat
19 27 (0.29%) Tenable