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

6 months to
16 Jun 2026
Same period 2025 Same period 2024
Rank 10 16 48
Rank change year-on-year +6 +32 +68
Permanent jobs citing AI 7,282 4,495 4,769
As % of all permanent jobs in the UK 7.81% 10.08% 4.41%
As % of the Processes & Methodologies category 10.71% 10.89% 5.38%
Number of salaries quoted 3,905 1,407 2,211
10th Percentile £40,000 £25,313 £40,000
25th Percentile £51,250 £46,250 £50,000
Median annual salary (50th Percentile) £70,000 £66,295 £70,000
Median % change year-on-year +5.59% -5.29% -6.67%
75th Percentile £95,000 £96,250 £92,500
90th Percentile £110,000 £117,500 £115,000
UK excluding London median annual salary £62,500 £64,000 £60,000
% change year-on-year -2.34% +6.67% -13.32%

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 67,964 41,274 88,698
As % of all permanent jobs advertised in the UK 72.85% 92.59% 81.93%
Number of salaries quoted 46,731 22,044 62,765
10th Percentile £30,000 £28,822 £29,525
25th Percentile £41,250 £39,000 £40,000
Median annual salary (50th Percentile) £60,000 £57,500 £55,000
Median % change year-on-year +4.35% +4.55% -9.54%
75th Percentile £78,750 £77,500 £72,500
90th Percentile £100,000 £100,000 £91,991
UK excluding London median annual salary £52,500 £50,000 £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 16 June 2026.

Salary histogram for AI in the UK

AI
Top 17 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 16 June 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 +7 6,579 £70,000 +5.52% 4,682
UK excluding London -1 4,342 £62,500 -2.34% 2,377
London +17 2,482 £85,000 -5.56% 2,794
Work from Home -3 2,253 £70,000 +5.74% 2,145
North of England +12 1,344 £67,500 +22.73% 607
South East -1 994 £60,000 +20.00% 749
Midlands -7 715 £55,000 -4.35% 279
North West +31 662 £72,500 +11.54% 384
Yorkshire -5 503 £65,000 +153.66% 165
East of England +22 473 £59,450 -10.22% 226
South West +1 472 £60,750 +1.25% 293
West Midlands -5 450 £55,000 -4.35% 174
East Midlands -14 264 £52,500 -8.82% 103
Scotland 0 207 £70,000 +38.76% 136
North East 0 179 £65,000 +75.68% 60
Wales +16 115 £53,585 -22.34% 57
Northern Ireland +11 52 £72,500 - 76

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
1 125 (1.72%) SharePoint
2 119 (1.63%) Apache Airflow
3 102 (1.40%) Apache Spark
4 70 (0.96%) CMS
4 70 (0.96%) Confluence
5 66 (0.91%) Jupyter
6 52 (0.71%) Apache
7 37 (0.51%) WordPress
8 35 (0.48%) Microsoft Exchange
9 27 (0.37%) ArcGIS
9 27 (0.37%) Palantir Foundry
10 18 (0.25%) SAS
11 7 (0.096%) Appian
11 7 (0.096%) Headless CMS
11 7 (0.096%) Sitecore CMS
12 4 (0.055%) IIS
12 4 (0.055%) JBoss
12 4 (0.055%) WebSphere
13 3 (0.041%) ColdFusion
13 3 (0.041%) Oracle Workflow
Applications
1 976 (13.40%) Microsoft Excel
2 107 (1.47%) Chatbot
3 71 (0.98%) Microsoft Office
4 51 (0.70%) Microsoft PowerPoint
5 45 (0.62%) UserZoom
6 27 (0.37%) Spreadsheet
7 22 (0.30%) MS Visio
8 13 (0.18%) Adobe Creative Suite
8 13 (0.18%) Photoshop
9 12 (0.16%) Adobe After Effects
9 12 (0.16%) Adobe Illustrator
10 9 (0.12%) Simulink
11 8 (0.11%) InDesign
12 6 (0.082%) Camtasia
12 6 (0.082%) Microsoft Project
13 5 (0.069%) Adobe Premiere
14 4 (0.055%) CapCut
14 4 (0.055%) Sketch
15 3 (0.041%) Adobe XD
15 3 (0.041%) Productboard
Business Applications
1 36 (0.49%) Dynamics CRM
2 24 (0.33%) Cloudability
2 24 (0.33%) SAP S/4HANA
3 15 (0.21%) NetSuite
4 8 (0.11%) Sage 50
5 7 (0.096%) Salesforce CRM
6 6 (0.082%) Oracle ERP
7 5 (0.069%) Distributed Ledger
7 5 (0.069%) Oracle EBS
8 4 (0.055%) Dynamics AX
9 3 (0.041%) Dynamics GP
9 3 (0.041%) Dynamics NAV
9 3 (0.041%) Oracle Procure-to-Pay
9 3 (0.041%) Relativity
9 3 (0.041%) SAP MDG
9 3 (0.041%) Shopify
9 3 (0.041%) Sparx Enterprise Architect
9 3 (0.041%) Workday HCM
10 2 (0.027%) Payment Gateway
10 2 (0.027%) Sage 200
Cloud Services
1 2,633 (36.16%) Azure
2 1,459 (20.04%) Azure AI
3 1,347 (18.50%) Power Platform
4 1,097 (15.06%) AWS
5 545 (7.48%) SaaS
6 454 (6.23%) GCP
7 305 (4.19%) Microsoft 365
8 251 (3.45%) GitHub
9 222 (3.05%) Azure DevOps
10 212 (2.91%) Microsoft Copilot
11 211 (2.90%) Snowflake
12 195 (2.68%) Adobe Analytics
13 174 (2.39%) Serverless
14 152 (2.09%) Anthropic Claude
15 134 (1.84%) Figma
16 124 (1.70%) Azure Synapse Analytics
17 122 (1.68%) Entra ID
18 118 (1.62%) GitHub Copilot
19 116 (1.59%) Azure Machine Learning
20 112 (1.54%) Power Automate
Communications & Networking
1 353 (4.85%) Broadband
2 75 (1.03%) Firewall
3 55 (0.76%) VPN
4 53 (0.73%) Network Security
5 38 (0.52%) DNS
6 28 (0.38%) Internet
7 27 (0.37%) TCP/IP
7 27 (0.37%) WAN
8 24 (0.33%) Unified Communications
9 23 (0.32%) VLAN
10 19 (0.26%) DHCP
10 19 (0.26%) HTTP
11 16 (0.22%) MQTT
12 15 (0.21%) BGP
12 15 (0.21%) OSPF
13 10 (0.14%) VoIP
13 10 (0.14%) VXLAN
14 9 (0.12%) Intranet
14 9 (0.12%) Wi-Fi
14 9 (0.12%) Wireless
Database & Business Intelligence
1 1,183 (16.25%) Power BI
2 1,029 (14.13%) Tableau
3 208 (2.86%) MongoDB
4 196 (2.69%) SQL Server
5 182 (2.50%) Data Warehouse
6 144 (1.98%) PostgreSQL
7 141 (1.94%) Data Lake
8 124 (1.70%) Azure SQL Database
9 106 (1.46%) Metadata
10 91 (1.25%) NoSQL
11 82 (1.13%) BigQuery
12 77 (1.06%) Big Data
13 73 (1.00%) Elasticsearch
14 62 (0.85%) Relational Database
15 59 (0.81%) MySQL
16 57 (0.78%) Looker
17 47 (0.65%) Pinecone
18 46 (0.63%) Redis
19 43 (0.59%) Semantic Layer
20 42 (0.58%) Amazon Redshift
Development Applications
1 205 (2.82%) Git
2 88 (1.21%) JIRA
3 84 (1.15%) Claude Code
4 75 (1.03%) Jenkins
5 73 (1.00%) MLflow
6 66 (0.91%) GitLab
7 60 (0.82%) Visual Studio Code
8 28 (0.38%) Selenium
9 25 (0.34%) IBM UrbanCode
9 25 (0.34%) Postman
9 25 (0.34%) Snyk
10 18 (0.25%) Cypress.io
11 15 (0.21%) JUnit
12 14 (0.19%) Vite
13 13 (0.18%) Maven
14 12 (0.16%) Gradle
14 12 (0.16%) SpecFlow
15 9 (0.12%) Visual Studio
16 8 (0.11%) Cucumber
16 8 (0.11%) Storybook
General
1 2,483 (34.10%) Social Skills
2 1,288 (17.69%) Finance
3 632 (8.68%) Analytical Skills
4 476 (6.54%) Marketing
5 469 (6.44%) Inclusion and Diversity
6 361 (4.96%) Games
7 315 (4.33%) Legal
8 295 (4.05%) Public Sector
9 267 (3.67%) Law
10 259 (3.56%) Retail
11 222 (3.05%) Banking
12 166 (2.28%) Manufacturing
13 146 (2.00%) Organisational Skills
14 134 (1.84%) Influencing Skills
15 86 (1.18%) Advertising
16 76 (1.04%) Legal Technology
16 76 (1.04%) Presentation Skills
17 75 (1.03%) Financial Institution
18 69 (0.95%) Automotive
19 66 (0.91%) Telecoms
Job Titles
1 1,182 (16.23%) Analyst
2 1,037 (14.24%) Senior
3 935 (12.84%) Data Analyst
4 909 (12.48%) Junior
5 885 (12.15%) Junior Analyst
6 882 (12.11%) Junior Data Analyst
7 789 (10.83%) Lead
8 681 (9.35%) Developer
9 625 (8.58%) Artificial Intelligence Engineer
10 567 (7.79%) Architect
11 360 (4.94%) Software Engineer
12 279 (3.83%) Data Engineer
13 269 (3.69%) Consultant
14 224 (3.08%) Solutions Architect
15 179 (2.46%) Python Engineer
16 167 (2.29%) Data Scientist
17 137 (1.88%) Full-Stack Developer
18 136 (1.87%) .NET Developer
19 127 (1.74%) Senior Developer
20 122 (1.68%) Full-Stack Engineer
Libraries, Frameworks & Software Standards
1 392 (5.38%) React
2 342 (4.70%) .NET
3 192 (2.64%) PyTorch
4 185 (2.54%) CSS
5 178 (2.44%) LangChain
6 175 (2.40%) REST
7 174 (2.39%) HTML
8 173 (2.38%) RESTful
9 170 (2.33%) Node.js
10 143 (1.96%) TensorFlow
11 130 (1.79%) Kafka
12 127 (1.74%) scikit-learn
13 124 (1.70%) ASP.NET
14 117 (1.61%) FastAPI
15 116 (1.59%) .NET Core
15 116 (1.59%) ASP.NET Core
16 100 (1.37%) Pandas
17 93 (1.28%) AngularJS
18 92 (1.26%) ML.NET
18 92 (1.26%) PySpark
Miscellaneous
1 461 (6.33%) Cloud Native
2 304 (4.17%) AI Agents
3 280 (3.85%) Social Media
4 222 (3.05%) Product Ownership
5 204 (2.80%) Distributed Systems
6 177 (2.43%) Algorithms
7 172 (2.36%) Onboarding
8 134 (1.84%) Robotics
9 119 (1.63%) Self-Motivation
10 118 (1.62%) Low-Code
10 118 (1.62%) Management Information System
11 98 (1.35%) Data Centre
12 92 (1.26%) Mobile App
13 79 (1.08%) Legacy Systems
14 77 (1.06%) Enterprise Software
15 76 (1.04%) Virtual Team
16 72 (0.99%) Public Cloud
17 64 (0.88%) Video\Live Streaming
18 59 (0.81%) Data Structures
18 59 (0.81%) Greenfield Project
Operating Systems
1 142 (1.95%) Windows
2 130 (1.79%) Linux
3 65 (0.89%) Android
4 52 (0.71%) Apple iOS
5 48 (0.66%) Windows Server
6 18 (0.25%) Unix
6 18 (0.25%) VMS
7 12 (0.16%) Ubuntu
8 11 (0.15%) Mac OS
9 5 (0.069%) Windows Server 2016
10 3 (0.041%) Robot Operating System
11 2 (0.027%) Windows Server 2019
12 1 (0.014%) Alpine Linux
12 1 (0.014%) Debian
12 1 (0.014%) Embedded Linux
12 1 (0.014%) FreeRTOS
12 1 (0.014%) Gentoo
12 1 (0.014%) Kali Linux
12 1 (0.014%) Red Hat Enterprise Linux
12 1 (0.014%) Windows 10
Processes & Methodologies
1 1,469 (20.17%) Machine Learning
2 1,400 (19.23%) Analytics
3 1,313 (18.03%) Business Intelligence
4 1,198 (16.45%) Agile
5 1,025 (14.08%) Roadmaps
6 950 (13.05%) CI/CD
7 907 (12.46%) Software Engineering
8 821 (11.27%) Problem-Solving
9 756 (10.38%) Decision-Making
10 750 (10.30%) LLM
11 705 (9.68%) Continuous Improvement
12 686 (9.42%) DevOps
13 647 (8.88%) Mentoring
14 625 (8.58%) Generative AI
15 587 (8.06%) Data Science
16 566 (7.77%) Full-Stack Development
17 497 (6.83%) Data Engineering
18 494 (6.78%) Artificial Intelligence Engineering
19 448 (6.15%) Customer Experience
20 435 (5.97%) Stakeholder Management
Programming Languages
1 2,836 (38.95%) Python
2 1,711 (23.50%) SQL
3 389 (5.34%) JavaScript
4 373 (5.12%) C#
5 313 (4.30%) TypeScript
6 293 (4.02%) Java
7 124 (1.70%) C++
8 110 (1.51%) PowerShell
9 92 (1.26%) Go
10 86 (1.18%) Bash
11 53 (0.73%) Bicep
11 53 (0.73%) R
12 49 (0.67%) C
13 43 (0.59%) PHP
14 42 (0.58%) Rust
15 38 (0.52%) Scala
16 28 (0.38%) Kotlin
17 22 (0.30%) Data Analysis Expressions
18 21 (0.29%) Kusto Query Language
19 15 (0.21%) Swift
Qualifications
1 1,286 (17.66%) Azure Certification
2 691 (9.49%) Degree
3 388 (5.33%) Security Cleared
4 228 (3.13%) SC Cleared
5 154 (2.11%) Computer Science Degree
6 130 (1.79%) Master's Degree
7 123 (1.69%) AWS Certification
8 121 (1.66%) DV Cleared
9 98 (1.35%) PhD
10 87 (1.19%) ACCA
11 74 (1.02%) DBS Check
12 65 (0.89%) CIMA
13 56 (0.77%) AWS Certified Cloud Practitioner
14 54 (0.74%) Microsoft Certification
15 49 (0.67%) CISSP
16 39 (0.54%) Cisco Certification
17 33 (0.45%) AWS Certified Solutions Architect
18 20 (0.27%) PMI Certification
19 19 (0.26%) BPSS Clearance
19 19 (0.26%) TOGAF Certification
Quality Assurance & Compliance
1 390 (5.36%) Accessibility
2 317 (4.35%) Data Quality
3 206 (2.83%) GDPR
4 203 (2.79%) QA
5 99 (1.36%) ISO/IEC 27001
6 88 (1.21%) GRC
7 77 (1.06%) WCAG
8 73 (1.00%) NIST
9 52 (0.71%) California Consumer Privacy Act
9 52 (0.71%) SLA
10 38 (0.52%) IFRS
11 32 (0.44%) Cyber Essentials
12 28 (0.38%) PMO
13 24 (0.33%) PCI DSS
14 21 (0.29%) EU AI Act
15 20 (0.27%) HIPAA
16 19 (0.26%) Sarbanes-Oxley
16 19 (0.26%) SOC 2
17 16 (0.22%) Cyber Essentials PLUS
17 16 (0.22%) ISO/IEC 42001
System Software
1 361 (4.96%) Docker
2 98 (1.35%) Virtual Machines
3 97 (1.33%) Active Directory
4 25 (0.34%) Firmware
5 20 (0.27%) VMware Infrastructure
6 12 (0.16%) Virtual Desktop
6 12 (0.16%) vSphere
7 9 (0.12%) Embedded Firmware
8 7 (0.096%) Hyper-V
9 6 (0.082%) IAG
10 3 (0.041%) Kamailio
11 1 (0.014%) Apache Flume
11 1 (0.014%) VMware NSX
Systems Management
1 375 (5.15%) Kubernetes
2 296 (4.06%) Terraform
3 57 (0.78%) Grafana
4 56 (0.77%) Ansible
4 56 (0.77%) Microsoft Intune
5 51 (0.70%) Prometheus
6 21 (0.29%) Single Sign-On
7 15 (0.21%) Kubeflow
8 14 (0.19%) Argo
9 9 (0.12%) Puppet
10 8 (0.11%) Podman
10 8 (0.11%) Proxmox
11 7 (0.096%) Nagios
12 5 (0.069%) Autotask
12 5 (0.069%) Control-M
12 5 (0.069%) Functional Safety
13 4 (0.055%) Active Directory Federation Services
13 4 (0.055%) Cisco CUCM
13 4 (0.055%) Istio
13 4 (0.055%) vCenter Server
Vendors
1 1,958 (26.89%) Microsoft
2 323 (4.44%) Databricks
3 263 (3.61%) Adobe
4 230 (3.16%) Google
5 186 (2.55%) OpenAI
6 136 (1.87%) Dell
7 118 (1.62%) Salesforce
8 93 (1.28%) Oracle
9 87 (1.19%) Cisco
10 84 (1.15%) ServiceNow
11 67 (0.92%) Foundry
11 67 (0.92%) SAP
12 57 (0.78%) HubSpot
13 51 (0.70%) Apple
14 45 (0.62%) Palantir
15 42 (0.58%) Informatica
16 40 (0.55%) CrowdStrike
17 37 (0.51%) Palo Alto
18 34 (0.47%) Sage
19 33 (0.45%) Tenable