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

6 months to
14 May 2026
Same period 2025 Same period 2024
Rank 6 25 44
Rank change year-on-year +19 +19 +70
Permanent jobs citing AI 9,356 3,321 4,822
As % of all permanent jobs in the UK 10.32% 7.65% 5.00%
As % of the Processes & Methodologies category 13.97% 8.20% 5.87%
Number of salaries quoted 3,342 1,500 2,122
10th Percentile £37,500 £26,250 £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 - - -3.64%
75th Percentile £95,000 £100,000 £93,750
90th Percentile £112,500 £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 66,963 40,520 82,162
As % of all permanent jobs advertised in the UK 73.84% 93.32% 85.21%
Number of salaries quoted 43,068 22,234 59,552
10th Percentile £30,000 £30,000 £29,000
25th Percentile £40,000 £41,500 £40,000
Median annual salary (50th Percentile) £60,000 £60,000 £55,000
Median % change year-on-year - +9.09% -9.84%
75th Percentile £78,750 £78,938 £72,500
90th Percentile £100,000 £101,250 £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 14 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 14 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 8,578 £70,000 -3.45% 3,358
UK excluding London +20 6,471 £60,000 -9.37% 1,955
London +23 2,413 £85,000 -8.11% 1,794
North of England +35 2,184 £67,500 +3.85% 540
Work from Home +9 1,980 £67,500 +1.95% 1,651
Midlands +15 1,676 £52,500 -13.22% 254
North West +61 1,458 £70,000 -5.08% 304
West Midlands +19 1,349 £52,500 -8.70% 154
South East +13 1,171 £60,000 -14.29% 636
East of England +31 605 £59,725 -9.82% 171
Yorkshire +11 589 £65,000 +44.44% 151
South West +7 442 £60,000 +4.45% 199
East Midlands +14 338 £52,500 -16.00% 100
Scotland +8 231 £70,000 +55.56% 100
North East +17 137 £60,000 +4.35% 87
Wales +29 134 £53,171 -20.64% 50
Northern Ireland +9 66 £90,000 -10.00% 33
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
1 118 (1.26%) Apache Airflow
2 112 (1.20%) SharePoint
3 105 (1.12%) Apache Spark
4 72 (0.77%) CMS
5 69 (0.74%) Confluence
6 65 (0.69%) Jupyter
7 43 (0.46%) Apache
8 30 (0.32%) ArcGIS
9 29 (0.31%) Palantir Foundry
9 29 (0.31%) WordPress
10 20 (0.21%) Microsoft Exchange
11 16 (0.17%) SAS
12 14 (0.15%) Appian
13 8 (0.086%) JBoss
13 8 (0.086%) Oracle SOA Suite
13 8 (0.086%) WebSphere
14 5 (0.053%) IIS
15 4 (0.043%) Sitecore CMS
15 4 (0.043%) Umbraco
16 3 (0.032%) Liferay
Applications
1 1,256 (13.42%) Microsoft Excel
2 102 (1.09%) Chatbot
3 89 (0.95%) Microsoft Office
4 56 (0.60%) Microsoft PowerPoint
5 30 (0.32%) UserZoom
6 23 (0.25%) MS Visio
7 22 (0.24%) Spreadsheet
8 7 (0.075%) 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 (0.043%) Adobe After Effects
11 4 (0.043%) Adobe Illustrator
11 4 (0.043%) CapCut
12 2 (0.021%) Productboard
12 2 (0.021%) Weka
Business Applications
1 37 (0.40%) Dynamics CRM
2 24 (0.26%) Cloudability
3 21 (0.22%) SAP S/4HANA
4 14 (0.15%) NetSuite
5 10 (0.11%) Oracle ERP
6 8 (0.086%) Distributed Ledger
6 8 (0.086%) Workday HCM
7 7 (0.075%) Salesforce CRM
8 6 (0.064%) Oracle EBS
9 4 (0.043%) Dynamics AX
9 4 (0.043%) Oracle Procure-to-Pay
9 4 (0.043%) Sage 50
9 4 (0.043%) Shopify
9 4 (0.043%) Sparx Enterprise Architect
10 2 (0.021%) Dynamics GP
10 2 (0.021%) Dynamics NAV
10 2 (0.021%) Oracle Assets
10 2 (0.021%) Oracle Payables
10 2 (0.021%) SAP MDG
10 2 (0.021%) SAP SCM
Cloud Services
1 2,739 (29.28%) Azure
2 2,554 (27.30%) Cloud Computing
3 1,683 (17.99%) Azure AI
4 1,574 (16.82%) Power Platform
5 962 (10.28%) AWS
6 488 (5.22%) SaaS
7 404 (4.32%) GCP
8 248 (2.65%) Microsoft 365
9 230 (2.46%) GitHub
10 208 (2.22%) Azure DevOps
11 206 (2.20%) Snowflake
12 183 (1.96%) Adobe Analytics
13 165 (1.76%) Microsoft Copilot
14 147 (1.57%) Serverless
15 128 (1.37%) Figma
16 125 (1.34%) Azure Synapse Analytics
17 117 (1.25%) Entra ID
18 115 (1.23%) GitHub Copilot
19 114 (1.22%) Azure Machine Learning
20 106 (1.13%) Power Automate
Communications & Networking
1 2,465 (26.35%) Internet
2 301 (3.22%) Broadband
3 73 (0.78%) Firewall
4 48 (0.51%) Network Security
5 35 (0.37%) VPN
6 28 (0.30%) DNS
7 26 (0.28%) HTTP
8 25 (0.27%) TCP/IP
9 23 (0.25%) Unified Communications
10 18 (0.19%) WAN
11 17 (0.18%) DHCP
12 16 (0.17%) VLAN
13 12 (0.13%) BGP
13 12 (0.13%) MQTT
13 12 (0.13%) OSPF
14 10 (0.11%) Wireless
15 9 (0.096%) Intranet
15 9 (0.096%) VoIP
16 8 (0.086%) 5G
16 8 (0.086%) SD-WAN
Database & Business Intelligence
1 1,426 (15.24%) Power BI
2 1,304 (13.94%) Tableau
3 172 (1.84%) SQL Server
4 171 (1.83%) Data Warehouse
5 140 (1.50%) Data Lake
6 139 (1.49%) MongoDB
7 112 (1.20%) PostgreSQL
8 91 (0.97%) Metadata
9 76 (0.81%) NoSQL
10 75 (0.80%) Azure SQL Database
11 73 (0.78%) BigQuery
12 67 (0.72%) Elasticsearch
13 62 (0.66%) Big Data
14 61 (0.65%) Looker
15 46 (0.49%) Amazon Redshift
16 45 (0.48%) Pinecone
17 41 (0.44%) Relational Database
18 39 (0.42%) MySQL
19 37 (0.40%) Redis
20 32 (0.34%) Delta Lake
Development Applications
1 177 (1.89%) Git
2 94 (1.00%) JIRA
3 81 (0.87%) MLflow
4 69 (0.74%) Jenkins
5 58 (0.62%) Visual Studio Code
6 55 (0.59%) GitLab
7 54 (0.58%) Claude Code
8 27 (0.29%) Selenium
9 25 (0.27%) IBM UrbanCode
10 24 (0.26%) Snyk
11 20 (0.21%) Cypress.io
12 18 (0.19%) Postman
13 14 (0.15%) SpecFlow
14 12 (0.13%) JUnit
14 12 (0.13%) Visual Studio
14 12 (0.13%) Vite
15 11 (0.12%) Maven
16 10 (0.11%) Storybook
17 9 (0.096%) Gradle
18 8 (0.086%) Oracle Forms
General
1 5,084 (54.34%) Social Skills
2 2,939 (31.41%) Inclusion and Diversity
3 2,639 (28.21%) Banking
4 1,200 (12.83%) Finance
5 638 (6.82%) Analytical Skills
6 431 (4.61%) Marketing
7 342 (3.66%) Games
8 307 (3.28%) Legal
9 294 (3.14%) Public Sector
10 268 (2.86%) Law
11 236 (2.52%) Retail
12 162 (1.73%) Manufacturing
13 131 (1.40%) Influencing Skills
14 110 (1.18%) Organisational Skills
15 80 (0.86%) Telecoms
16 74 (0.79%) Presentation Skills
17 68 (0.73%) Financial Institution
18 65 (0.69%) Automotive
19 61 (0.65%) Advertising
20 45 (0.48%) Investment Banking
Job Titles
1 1,866 (19.94%) Lecturer
2 1,434 (15.33%) Analyst
3 1,207 (12.90%) Data Analyst
4 1,181 (12.62%) Junior
5 1,160 (12.40%) Junior Analyst
6 1,157 (12.37%) Junior Data Analyst
7 942 (10.07%) Senior
8 678 (7.25%) Lead
9 547 (5.85%) Artificial Intelligence Engineer
10 540 (5.77%) Developer
11 474 (5.07%) Architect
12 277 (2.96%) Software Engineer
13 262 (2.80%) Consultant
14 223 (2.38%) Data Engineer
15 191 (2.04%) Solutions Architect
16 146 (1.56%) Data Scientist
16 146 (1.56%) Python Engineer
17 113 (1.21%) Full-Stack Engineer
18 112 (1.20%) Full-Stack Developer
19 100 (1.07%) Senior Manager
Libraries, Frameworks & Software Standards
1 314 (3.36%) React
2 257 (2.75%) .NET
3 178 (1.90%) PyTorch
4 166 (1.77%) REST
5 154 (1.65%) HTML
6 152 (1.62%) RESTful
7 149 (1.59%) Node.js
8 145 (1.55%) LangChain
9 143 (1.53%) CSS
10 133 (1.42%) TensorFlow
11 126 (1.35%) scikit-learn
12 115 (1.23%) Kafka
13 107 (1.14%) Pandas
14 102 (1.09%) FastAPI
15 85 (0.91%) Hugging Face
16 83 (0.89%) Django
17 82 (0.88%) AngularJS
18 80 (0.86%) NumPy
19 79 (0.84%) PySpark
20 73 (0.78%) Next.js
Miscellaneous
1 2,487 (26.58%) IoT
2 367 (3.92%) Cloud Native
3 240 (2.57%) Social Media
4 222 (2.37%) AI Agents
5 199 (2.13%) Onboarding
6 194 (2.07%) Product Ownership
7 169 (1.81%) Algorithms
8 155 (1.66%) Distributed Systems
9 139 (1.49%) Robotics
10 111 (1.19%) Low-Code
11 107 (1.14%) Self-Motivation
12 97 (1.04%) Enterprise Software
12 97 (1.04%) Management Information System
13 94 (1.00%) Data Centre
14 91 (0.97%) Mobile App
15 86 (0.92%) Blog
16 85 (0.91%) Public Cloud
17 70 (0.75%) Virtual Team
18 69 (0.74%) Legacy Systems
19 60 (0.64%) Life Science
Operating Systems
1 103 (1.10%) Windows
2 97 (1.04%) Linux
3 72 (0.77%) Android
4 51 (0.55%) Apple iOS
5 40 (0.43%) Unix
6 35 (0.37%) Windows Server
7 15 (0.16%) Ubuntu
8 13 (0.14%) VMS
9 9 (0.096%) Mac OS
10 5 (0.053%) Windows Server 2016
11 4 (0.043%) 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 3,751 (40.09%) Machine Learning
2 2,784 (29.76%) Cybersecurity
3 2,766 (29.56%) User Experience
4 2,483 (26.54%) Web Development
5 1,554 (16.61%) Business Intelligence
6 1,298 (13.87%) Analytics
7 1,094 (11.69%) Agile
8 915 (9.78%) Roadmaps
9 808 (8.64%) CI/CD
10 772 (8.25%) Problem-Solving
11 738 (7.89%) Software Engineering
12 675 (7.21%) Decision-Making
13 646 (6.90%) DevOps
14 645 (6.89%) Continuous Improvement
15 635 (6.79%) LLM
16 582 (6.22%) Generative AI
17 565 (6.04%) Mentoring
18 547 (5.85%) Data Science
19 459 (4.91%) Artificial Intelligence Engineering
20 451 (4.82%) Full-Stack Development
Programming Languages
1 2,926 (31.27%) Python
2 1,848 (19.75%) SQL
3 316 (3.38%) JavaScript
4 285 (3.05%) Java
5 259 (2.77%) C#
6 246 (2.63%) TypeScript
7 93 (0.99%) C++
8 83 (0.89%) Go
9 81 (0.87%) PowerShell
10 76 (0.81%) Bash
11 59 (0.63%) R
12 36 (0.38%) C
12 36 (0.38%) PHP
13 33 (0.35%) Bicep
14 32 (0.34%) Rust
14 32 (0.34%) Scala
15 29 (0.31%) Kotlin
16 17 (0.18%) Data Analysis Expressions
17 15 (0.16%) Apex Code
17 15 (0.16%) T-SQL
Qualifications
1 3,189 (34.09%) Degree
2 2,588 (27.66%) Master's Degree
3 2,546 (27.21%) PhD
4 2,455 (26.24%) Postgraduate
5 1,548 (16.55%) Azure Certification
6 357 (3.82%) Security Cleared
7 206 (2.20%) SC Cleared
8 148 (1.58%) Computer Science Degree
9 129 (1.38%) AWS Certification
10 114 (1.22%) DV Cleared
11 84 (0.90%) DBS Check
12 78 (0.83%) ACCA
13 57 (0.61%) CIMA
14 56 (0.60%) AWS Certified Cloud Practitioner
15 52 (0.56%) CISSP
16 43 (0.46%) Microsoft Certification
17 30 (0.32%) AWS Certified Solutions Architect
17 30 (0.32%) Cisco Certification
18 28 (0.30%) PMP
19 27 (0.29%) PMI Certification
Quality Assurance & Compliance
1 367 (3.92%) Accessibility
2 270 (2.89%) Data Quality
3 181 (1.93%) QA
4 172 (1.84%) GDPR
5 83 (0.89%) GRC
6 81 (0.87%) ISO/IEC 27001
7 76 (0.81%) WCAG
8 51 (0.55%) NIST
9 47 (0.50%) California Consumer Privacy Act
10 40 (0.43%) IFRS
11 34 (0.36%) SLA
12 25 (0.27%) PMO
13 22 (0.24%) PCI DSS
14 21 (0.22%) Cyber Essentials
14 21 (0.22%) EU AI Act
14 21 (0.22%) HIPAA
15 19 (0.20%) SOC 2
16 17 (0.18%) GxP
17 15 (0.16%) ISO/IEC 42001
18 13 (0.14%) NCSC
System Software
1 323 (3.45%) Docker
2 93 (0.99%) Virtual Machines
3 88 (0.94%) Active Directory
4 24 (0.26%) Firmware
5 10 (0.11%) VMware Infrastructure
6 7 (0.075%) vSphere
7 5 (0.053%) Embedded Firmware
7 5 (0.053%) 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
10 1 (0.011%) Apache Flume
10 1 (0.011%) VMware NSX
Systems Management
1 324 (3.46%) Kubernetes
2 244 (2.61%) Terraform
3 65 (0.69%) Ansible
4 53 (0.57%) Grafana
5 50 (0.53%) Prometheus
6 42 (0.45%) Microsoft Intune
7 34 (0.36%) Single Sign-On
8 11 (0.12%) Argo
9 10 (0.11%) Kubeflow
10 8 (0.086%) Proxmox
11 7 (0.075%) Nagios
11 7 (0.075%) Podman
11 7 (0.075%) Puppet
12 6 (0.064%) Cisco CUCM
13 5 (0.053%) Autotask
13 5 (0.053%) Functional Safety
14 4 (0.043%) Active Directory Federation Services
14 4 (0.043%) SolarWinds Orion
14 4 (0.043%) vCenter Server
15 3 (0.032%) SCCM
Vendors
1 2,107 (22.52%) Microsoft
2 301 (3.22%) Databricks
3 259 (2.77%) Adobe
4 207 (2.21%) Google
5 161 (1.72%) OpenAI
6 134 (1.43%) Dell
7 120 (1.28%) Salesforce
8 86 (0.92%) Oracle
9 77 (0.82%) ServiceNow
10 74 (0.79%) Cisco
11 63 (0.67%) Apple
12 62 (0.66%) Foundry
12 62 (0.66%) SAP
13 49 (0.52%) Palantir
14 47 (0.50%) HubSpot
15 41 (0.44%) CrowdStrike
16 39 (0.42%) Informatica
17 36 (0.38%) Palo Alto
18 30 (0.32%) Tenable
19 26 (0.28%) Red Hat