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

6 months to
15 May 2026
Same period 2025 Same period 2024
Rank 6 24 44
Rank change year-on-year +18 +20 +72
Permanent jobs citing AI 9,368 3,398 4,791
As % of all permanent jobs in the UK 10.30% 7.81% 4.97%
As % of the Processes & Methodologies category 13.96% 8.37% 5.83%
Number of salaries quoted 3,348 1,414 2,119
10th Percentile £37,500 £25,313 £40,000
25th Percentile £51,250 £50,000 £50,000
Median annual salary (50th Percentile) £70,000 £70,000 £70,000
Median % change year-on-year - - -5.72%
75th Percentile £95,000 £97,500 £93,750
90th Percentile £112,500 £119,850 £115,000
UK excluding London median annual salary £60,000 £65,000 £60,000
% change year-on-year -7.69% +8.33% -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 67,106 40,605 82,127
As % of all permanent jobs advertised in the UK 73.79% 93.31% 85.17%
Number of salaries quoted 43,167 22,159 59,545
10th Percentile £30,000 £30,000 £29,000
25th Percentile £40,000 £41,250 £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 £78,750 £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 15 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 15 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 +18 8,598 £70,000 - 4,168
UK excluding London +19 6,484 £60,000 -7.69% 2,716
London +23 2,412 £85,000 -8.11% 1,995
North of England +34 2,192 £67,500 +17.39% 812
Work from Home +8 1,973 £67,500 +1.95% 3,126
Midlands +10 1,680 £52,500 -8.70% 385
North West +62 1,462 £70,000 - 418
West Midlands +17 1,351 £52,500 -8.70% 210
South East +13 1,177 £60,000 -7.69% 743
East of England +34 607 £59,725 -9.81% 220
Yorkshire +11 592 £65,000 +62.50% 270
South West +6 443 £60,000 +4.35% 254
East Midlands +4 340 £52,500 -8.70% 175
Scotland +9 224 £70,000 +55.56% 185
North East +15 138 £60,000 +4.35% 126
Wales +29 134 £53,171 -20.64% 91
Northern Ireland +14 65 £90,000 - 60
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
1 117 (1.25%) Apache Airflow
2 113 (1.21%) SharePoint
3 105 (1.12%) Apache Spark
4 71 (0.76%) CMS
5 69 (0.74%) Confluence
6 65 (0.69%) Jupyter
7 44 (0.47%) 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 7 (0.075%) JBoss
13 7 (0.075%) Oracle SOA Suite
13 7 (0.075%) WebSphere
14 5 (0.053%) IIS
15 4 (0.043%) Sitecore CMS
15 4 (0.043%) Umbraco
16 3 (0.032%) Liferay
Applications
1 1,257 (13.42%) Microsoft Excel
2 102 (1.09%) Chatbot
3 89 (0.95%) Microsoft Office
4 57 (0.61%) Microsoft PowerPoint
5 30 (0.32%) UserZoom
6 23 (0.25%) MS Visio
6 23 (0.25%) Spreadsheet
7 7 (0.075%) Maya
8 6 (0.064%) Camtasia
9 5 (0.053%) Adobe Creative Suite
9 5 (0.053%) Adobe Premiere
9 5 (0.053%) Microsoft Project
9 5 (0.053%) Photoshop
9 5 (0.053%) Simulink
9 5 (0.053%) Sketch
10 4 (0.043%) Adobe After Effects
10 4 (0.043%) Adobe Illustrator
10 4 (0.043%) CapCut
11 2 (0.021%) Productboard
11 2 (0.021%) Weka
Business Applications
1 38 (0.41%) Dynamics CRM
2 24 (0.26%) Cloudability
3 20 (0.21%) SAP S/4HANA
4 14 (0.15%) NetSuite
5 9 (0.096%) Oracle ERP
6 8 (0.085%) Distributed Ledger
6 8 (0.085%) Salesforce CRM
6 8 (0.085%) Workday HCM
7 6 (0.064%) Oracle EBS
8 4 (0.043%) Dynamics AX
8 4 (0.043%) Oracle Procure-to-Pay
8 4 (0.043%) Sage 50
8 4 (0.043%) Shopify
8 4 (0.043%) Sparx Enterprise Architect
9 2 (0.021%) Dynamics GP
9 2 (0.021%) Dynamics NAV
9 2 (0.021%) Oracle Assets
9 2 (0.021%) Oracle Payables
9 2 (0.021%) SAP MDG
9 2 (0.021%) Unit4 Business World
Cloud Services
1 2,735 (29.20%) Azure
2 2,554 (27.26%) Cloud Computing
3 1,684 (17.98%) Azure AI
4 1,572 (16.78%) Power Platform
5 967 (10.32%) AWS
6 487 (5.20%) SaaS
7 404 (4.31%) GCP
8 247 (2.64%) Microsoft 365
9 225 (2.40%) GitHub
10 205 (2.19%) Snowflake
11 202 (2.16%) Azure DevOps
12 183 (1.95%) Adobe Analytics
13 167 (1.78%) Microsoft Copilot
14 149 (1.59%) Serverless
15 128 (1.37%) Figma
16 125 (1.33%) Azure Synapse Analytics
17 116 (1.24%) Entra ID
18 114 (1.22%) Azure Machine Learning
19 109 (1.16%) GitHub Copilot
20 105 (1.12%) Power Automate
Communications & Networking
1 2,465 (26.31%) Internet
2 301 (3.21%) Broadband
3 72 (0.77%) Firewall
4 48 (0.51%) Network Security
5 34 (0.36%) VPN
6 27 (0.29%) DNS
7 26 (0.28%) HTTP
8 24 (0.26%) TCP/IP
9 23 (0.25%) Unified Communications
10 18 (0.19%) WAN
11 16 (0.17%) DHCP
11 16 (0.17%) VLAN
12 12 (0.13%) BGP
12 12 (0.13%) MQTT
12 12 (0.13%) OSPF
13 10 (0.11%) Wireless
14 9 (0.096%) Intranet
14 9 (0.096%) VoIP
15 8 (0.085%) 5G
15 8 (0.085%) SD-WAN
Database & Business Intelligence
1 1,424 (15.20%) Power BI
2 1,302 (13.90%) Tableau
3 173 (1.85%) SQL Server
4 170 (1.81%) Data Warehouse
5 141 (1.51%) Data Lake
6 140 (1.49%) MongoDB
7 112 (1.20%) PostgreSQL
8 91 (0.97%) Metadata
9 76 (0.81%) Azure SQL Database
10 75 (0.80%) NoSQL
11 73 (0.78%) BigQuery
12 67 (0.72%) Elasticsearch
13 63 (0.67%) Big Data
14 61 (0.65%) Looker
15 46 (0.49%) Amazon Redshift
16 44 (0.47%) Pinecone
17 41 (0.44%) Relational Database
18 39 (0.42%) MySQL
19 38 (0.41%) Redis
20 31 (0.33%) Snowflake Schema
Development Applications
1 175 (1.87%) Git
2 91 (0.97%) JIRA
3 81 (0.86%) MLflow
4 68 (0.73%) 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
15 11 (0.12%) Maven
15 11 (0.12%) Vite
16 10 (0.11%) Storybook
17 9 (0.096%) Gradle
18 7 (0.075%) WebDriver
General
1 5,084 (54.27%) Social Skills
2 2,940 (31.38%) Inclusion and Diversity
3 2,638 (28.16%) Banking
4 1,197 (12.78%) Finance
5 635 (6.78%) Analytical Skills
6 432 (4.61%) Marketing
7 342 (3.65%) Games
8 309 (3.30%) Legal
9 296 (3.16%) Public Sector
10 267 (2.85%) Law
11 236 (2.52%) Retail
12 161 (1.72%) Manufacturing
13 132 (1.41%) Influencing Skills
14 111 (1.18%) Organisational Skills
15 80 (0.85%) Telecoms
16 74 (0.79%) Presentation Skills
17 67 (0.72%) Financial Institution
18 65 (0.69%) Automotive
19 61 (0.65%) Advertising
20 45 (0.48%) Investment Banking
Job Titles
1 1,866 (19.92%) Lecturer
2 1,434 (15.31%) Analyst
3 1,206 (12.87%) Data Analyst
4 1,181 (12.61%) Junior
5 1,160 (12.38%) Junior Analyst
6 1,157 (12.35%) Junior Data Analyst
7 943 (10.07%) Senior
8 678 (7.24%) Lead
9 547 (5.84%) Artificial Intelligence Engineer
10 546 (5.83%) Developer
11 472 (5.04%) Architect
12 277 (2.96%) Software Engineer
13 260 (2.78%) Consultant
14 227 (2.42%) Data Engineer
15 190 (2.03%) Solutions Architect
16 146 (1.56%) Python Engineer
17 144 (1.54%) Data Scientist
18 114 (1.22%) Full-Stack Engineer
19 112 (1.20%) Full-Stack Developer
20 100 (1.07%) Senior Manager
Libraries, Frameworks & Software Standards
1 316 (3.37%) React
2 260 (2.78%) .NET
3 177 (1.89%) PyTorch
4 163 (1.74%) REST
5 154 (1.64%) HTML
6 151 (1.61%) RESTful
7 150 (1.60%) Node.js
8 143 (1.53%) CSS
8 143 (1.53%) LangChain
9 132 (1.41%) TensorFlow
10 125 (1.33%) scikit-learn
11 119 (1.27%) Kafka
12 106 (1.13%) Pandas
13 102 (1.09%) FastAPI
14 85 (0.91%) Hugging Face
15 84 (0.90%) Django
16 82 (0.88%) AngularJS
17 80 (0.85%) NumPy
17 80 (0.85%) PySpark
18 72 (0.77%) Next.js
Miscellaneous
1 2,487 (26.55%) IoT
2 368 (3.93%) Cloud Native
3 240 (2.56%) Social Media
4 221 (2.36%) AI Agents
5 198 (2.11%) Onboarding
6 192 (2.05%) Product Ownership
7 169 (1.80%) Algorithms
8 160 (1.71%) Distributed Systems
9 140 (1.49%) Robotics
10 110 (1.17%) Low-Code
11 105 (1.12%) Self-Motivation
12 99 (1.06%) Management Information System
13 97 (1.04%) Enterprise Software
14 94 (1.00%) Data Centre
15 91 (0.97%) Mobile App
16 86 (0.92%) Blog
17 85 (0.91%) Public Cloud
18 70 (0.75%) Legacy Systems
18 70 (0.75%) Virtual Team
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 (0.54%) Apple iOS
5 40 (0.43%) Unix
6 35 (0.37%) Windows Server
7 15 (0.16%) Ubuntu
8 13 (0.14%) VMS
9 8 (0.085%) 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 3,750 (40.03%) Machine Learning
2 2,783 (29.71%) Cybersecurity
3 2,769 (29.56%) User Experience
4 2,483 (26.51%) Web Development
5 1,551 (16.56%) Business Intelligence
6 1,295 (13.82%) Analytics
7 1,090 (11.64%) Agile
8 914 (9.76%) Roadmaps
9 810 (8.65%) CI/CD
10 772 (8.24%) Problem-Solving
11 741 (7.91%) Software Engineering
12 680 (7.26%) Decision-Making
13 647 (6.91%) Continuous Improvement
14 643 (6.86%) DevOps
15 636 (6.79%) LLM
16 583 (6.22%) Generative AI
17 567 (6.05%) Mentoring
18 543 (5.80%) Data Science
19 459 (4.90%) Artificial Intelligence Engineering
20 452 (4.82%) Full-Stack Development
Programming Languages
1 2,925 (31.22%) Python
2 1,847 (19.72%) SQL
3 320 (3.42%) JavaScript
4 285 (3.04%) Java
5 263 (2.81%) C#
6 251 (2.68%) TypeScript
7 93 (0.99%) C++
8 83 (0.89%) Go
9 80 (0.85%) PowerShell
10 75 (0.80%) Bash
11 60 (0.64%) R
12 37 (0.39%) PHP
13 36 (0.38%) C
14 33 (0.35%) Bicep
15 32 (0.34%) Scala
16 31 (0.33%) Rust
17 29 (0.31%) Kotlin
18 17 (0.18%) Data Analysis Expressions
19 15 (0.16%) T-SQL
20 14 (0.15%) Apex Code
Qualifications
1 3,189 (34.04%) Degree
2 2,588 (27.63%) Master's Degree
3 2,546 (27.18%) PhD
4 2,456 (26.22%) Postgraduate
5 1,548 (16.52%) Azure Certification
6 356 (3.80%) Security Cleared
7 205 (2.19%) SC Cleared
8 147 (1.57%) Computer Science Degree
9 129 (1.38%) AWS Certification
10 116 (1.24%) DV Cleared
11 83 (0.89%) DBS Check
12 78 (0.83%) ACCA
13 57 (0.61%) CIMA
14 56 (0.60%) AWS Certified Cloud Practitioner
15 51 (0.54%) 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
1 368 (3.93%) Accessibility
2 271 (2.89%) Data Quality
3 182 (1.94%) QA
4 172 (1.84%) GDPR
5 84 (0.90%) GRC
6 82 (0.88%) ISO/IEC 27001
7 76 (0.81%) WCAG
8 52 (0.56%) NIST
9 47 (0.50%) California Consumer Privacy Act
10 40 (0.43%) IFRS
11 37 (0.39%) SLA
12 26 (0.28%) PMO
13 22 (0.23%) PCI DSS
14 21 (0.22%) Cyber Essentials
14 21 (0.22%) EU AI Act
14 21 (0.22%) HIPAA
15 18 (0.19%) 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 87 (0.93%) 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
1 326 (3.48%) Kubernetes
2 247 (2.64%) Terraform
3 65 (0.69%) Ansible
4 53 (0.57%) Grafana
5 50 (0.53%) Prometheus
6 41 (0.44%) Microsoft Intune
7 33 (0.35%) Single Sign-On
8 11 (0.12%) Argo
9 10 (0.11%) Kubeflow
10 8 (0.085%) 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%) RSA Archer
Vendors
1 2,113 (22.56%) Microsoft
2 301 (3.21%) Databricks
3 259 (2.76%) Adobe
4 206 (2.20%) Google
5 161 (1.72%) OpenAI
6 135 (1.44%) Dell
7 119 (1.27%) Salesforce
8 85 (0.91%) Oracle
9 77 (0.82%) ServiceNow
10 75 (0.80%) Cisco
11 63 (0.67%) Apple
12 62 (0.66%) Foundry
13 61 (0.65%) SAP
14 49 (0.52%) Palantir
15 48 (0.51%) HubSpot
16 40 (0.43%) CrowdStrike
17 39 (0.42%) Informatica
18 35 (0.37%) Palo Alto
19 30 (0.32%) Tenable
20 26 (0.28%) Red Hat