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

6 months to
18 Jun 2026
Same period 2025 Same period 2024
Rank 10 16 49
Rank change year-on-year +6 +33 +70
Permanent jobs citing AI 7,348 4,507 4,753
As % of all permanent jobs in the UK 7.85% 10.08% 4.37%
As % of the Processes & Methodologies category 10.76% 10.90% 5.34%
Number of salaries quoted 3,957 1,392 2,225
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% -12.82%

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 68,264 41,362 89,059
As % of all permanent jobs advertised in the UK 72.88% 92.48% 81.88%
Number of salaries quoted 46,974 22,138 63,125
10th Percentile £30,000 £28,822 £29,750
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 18 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 18 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 6,639 £70,000 +5.52% 2,725
UK excluding London -1 4,382 £62,500 -2.34% 1,854
London +17 2,504 £85,000 -5.56% 1,442
Work from Home -3 2,286 £70,000 +5.74% 1,366
North of England +12 1,366 £67,500 +28.57% 457
South East 0 1,001 £60,000 +33.33% 640
Midlands -8 717 £55,000 -5.91% 204
North West +29 669 £72,500 +11.54% 287
Yorkshire -4 511 £65,000 +153.66% 126
South West +1 476 £61,500 +2.50% 204
East of England +21 474 £60,000 -9.39% 170
West Midlands -5 452 £55,000 -4.35% 118
East Midlands -15 264 £52,500 -10.76% 84
Scotland -1 209 £70,000 +38.76% 72
North East +1 186 £65,000 +106.35% 46
Wales +17 117 £54,000 -21.74% 47
Northern Ireland +9 52 £72,500 - 109

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
1 129 (1.76%) SharePoint
2 119 (1.62%) Apache Airflow
3 103 (1.40%) Apache Spark
4 72 (0.98%) CMS
5 71 (0.97%) Confluence
6 66 (0.90%) Jupyter
7 53 (0.72%) Apache
8 38 (0.52%) WordPress
9 36 (0.49%) Microsoft Exchange
10 27 (0.37%) ArcGIS
10 27 (0.37%) Palantir Foundry
11 18 (0.24%) SAS
12 8 (0.11%) Sitecore CMS
13 7 (0.095%) Appian
13 7 (0.095%) Headless CMS
14 4 (0.054%) ColdFusion
14 4 (0.054%) JBoss
14 4 (0.054%) Oracle Workflow
14 4 (0.054%) WebSphere
15 3 (0.041%) Oracle SOA Suite
Applications
1 979 (13.32%) Microsoft Excel
2 108 (1.47%) Chatbot
3 70 (0.95%) Microsoft Office
4 51 (0.69%) Microsoft PowerPoint
5 45 (0.61%) UserZoom
6 27 (0.37%) Spreadsheet
7 22 (0.30%) MS Visio
8 14 (0.19%) Adobe Creative Suite
8 14 (0.19%) Photoshop
9 13 (0.18%) Adobe After Effects
9 13 (0.18%) Adobe Illustrator
10 9 (0.12%) InDesign
10 9 (0.12%) Simulink
11 6 (0.082%) Camtasia
11 6 (0.082%) Microsoft Project
12 5 (0.068%) Adobe Premiere
13 4 (0.054%) CapCut
13 4 (0.054%) Sketch
14 3 (0.041%) Adobe XD
14 3 (0.041%) Productboard
Business Applications
1 35 (0.48%) Dynamics CRM
2 24 (0.33%) Cloudability
2 24 (0.33%) SAP S/4HANA
3 15 (0.20%) NetSuite
4 8 (0.11%) Sage 50
5 6 (0.082%) Oracle ERP
5 6 (0.082%) Salesforce CRM
6 5 (0.068%) Distributed Ledger
7 4 (0.054%) Dynamics AX
7 4 (0.054%) Oracle EBS
8 3 (0.041%) Dynamics GP
8 3 (0.041%) Dynamics NAV
8 3 (0.041%) Relativity
8 3 (0.041%) SAP MDG
8 3 (0.041%) Shopify
8 3 (0.041%) Sparx Enterprise Architect
8 3 (0.041%) Workday HCM
9 2 (0.027%) Oracle Procure-to-Pay
9 2 (0.027%) Payment Gateway
9 2 (0.027%) Sage 200
Cloud Services
1 2,659 (36.19%) Azure
2 1,469 (19.99%) Azure AI
3 1,357 (18.47%) Power Platform
4 1,114 (15.16%) AWS
5 549 (7.47%) SaaS
6 459 (6.25%) GCP
7 309 (4.21%) Microsoft 365
8 255 (3.47%) GitHub
9 225 (3.06%) Azure DevOps
10 220 (2.99%) Microsoft Copilot
11 214 (2.91%) Snowflake
12 195 (2.65%) Adobe Analytics
13 174 (2.37%) Serverless
14 154 (2.10%) Anthropic Claude
15 133 (1.81%) Figma
16 127 (1.73%) Azure Synapse Analytics
17 124 (1.69%) Entra ID
18 119 (1.62%) GitHub Copilot
19 117 (1.59%) Power Automate
20 115 (1.57%) Azure Machine Learning
Communications & Networking
1 352 (4.79%) Broadband
2 77 (1.05%) Firewall
3 55 (0.75%) VPN
4 54 (0.73%) Network Security
5 39 (0.53%) DNS
6 29 (0.39%) Internet
7 27 (0.37%) TCP/IP
7 27 (0.37%) WAN
8 23 (0.31%) VLAN
9 22 (0.30%) Unified Communications
10 19 (0.26%) DHCP
10 19 (0.26%) HTTP
11 16 (0.22%) MQTT
12 15 (0.20%) BGP
12 15 (0.20%) OSPF
13 10 (0.14%) Intranet
13 10 (0.14%) VXLAN
14 9 (0.12%) VoIP
14 9 (0.12%) Wi-Fi
14 9 (0.12%) Wireless
Database & Business Intelligence
1 1,189 (16.18%) Power BI
2 1,028 (13.99%) Tableau
3 211 (2.87%) MongoDB
4 200 (2.72%) SQL Server
5 188 (2.56%) Data Warehouse
6 147 (2.00%) Data Lake
7 143 (1.95%) PostgreSQL
8 131 (1.78%) Azure SQL Database
9 110 (1.50%) Metadata
10 90 (1.22%) NoSQL
11 85 (1.16%) BigQuery
12 76 (1.03%) Big Data
13 72 (0.98%) Elasticsearch
14 65 (0.88%) Relational Database
15 64 (0.87%) MySQL
16 58 (0.79%) Looker
17 47 (0.64%) Pinecone
17 47 (0.64%) Redis
18 44 (0.60%) Semantic Layer
19 42 (0.57%) Amazon Redshift
Development Applications
1 205 (2.79%) Git
2 89 (1.21%) JIRA
3 87 (1.18%) Claude Code
4 75 (1.02%) Jenkins
5 73 (0.99%) MLflow
6 68 (0.93%) GitLab
7 60 (0.82%) Visual Studio Code
8 29 (0.39%) Selenium
9 25 (0.34%) IBM UrbanCode
9 25 (0.34%) Postman
9 25 (0.34%) Snyk
10 19 (0.26%) Cypress.io
11 15 (0.20%) JUnit
12 14 (0.19%) Vite
13 13 (0.18%) Maven
14 12 (0.16%) SpecFlow
15 11 (0.15%) Gradle
16 9 (0.12%) Visual Studio
17 8 (0.11%) Cucumber
17 8 (0.11%) JMeter
General
1 2,504 (34.08%) Social Skills
2 1,302 (17.72%) Finance
3 631 (8.59%) Analytical Skills
4 486 (6.61%) Marketing
5 478 (6.51%) Inclusion and Diversity
6 360 (4.90%) Games
7 315 (4.29%) Legal
8 305 (4.15%) Public Sector
9 265 (3.61%) Law
10 260 (3.54%) Retail
11 224 (3.05%) Banking
12 166 (2.26%) Manufacturing
13 150 (2.04%) Organisational Skills
14 138 (1.88%) Influencing Skills
15 88 (1.20%) Advertising
16 75 (1.02%) Legal Technology
16 75 (1.02%) Presentation Skills
17 73 (0.99%) Financial Institution
18 69 (0.94%) Automotive
19 64 (0.87%) Telecoms
Job Titles
1 1,189 (16.18%) Analyst
2 1,044 (14.21%) Senior
3 937 (12.75%) Data Analyst
4 910 (12.38%) Junior
5 885 (12.04%) Junior Analyst
6 882 (12.00%) Junior Data Analyst
7 799 (10.87%) Lead
8 688 (9.36%) Developer
9 628 (8.55%) Artificial Intelligence Engineer
10 585 (7.96%) Architect
11 367 (4.99%) Software Engineer
12 282 (3.84%) Data Engineer
13 275 (3.74%) Consultant
14 229 (3.12%) Solutions Architect
15 184 (2.50%) Python Engineer
16 170 (2.31%) Data Scientist
17 140 (1.91%) .NET Developer
18 137 (1.86%) Full-Stack Developer
19 128 (1.74%) Senior Developer
20 125 (1.70%) Data Architect
Libraries, Frameworks & Software Standards
1 392 (5.33%) React
2 349 (4.75%) .NET
3 193 (2.63%) PyTorch
4 191 (2.60%) CSS
5 180 (2.45%) LangChain
6 179 (2.44%) HTML
7 175 (2.38%) RESTful
8 174 (2.37%) REST
9 172 (2.34%) Node.js
10 141 (1.92%) TensorFlow
11 132 (1.80%) Kafka
12 129 (1.76%) ASP.NET
13 127 (1.73%) scikit-learn
14 122 (1.66%) .NET Core
15 120 (1.63%) ASP.NET Core
16 116 (1.58%) FastAPI
17 101 (1.37%) Pandas
18 96 (1.31%) ML.NET
19 94 (1.28%) PySpark
20 90 (1.22%) AngularJS
Miscellaneous
1 473 (6.44%) Cloud Native
2 313 (4.26%) AI Agents
3 281 (3.82%) Social Media
4 226 (3.08%) Product Ownership
5 204 (2.78%) Distributed Systems
6 176 (2.40%) Algorithms
7 171 (2.33%) Onboarding
8 132 (1.80%) Robotics
9 119 (1.62%) Self-Motivation
10 118 (1.61%) Management Information System
11 117 (1.59%) Low-Code
12 99 (1.35%) Data Centre
13 91 (1.24%) Mobile App
14 82 (1.12%) Legacy Systems
15 77 (1.05%) Virtual Team
16 75 (1.02%) Enterprise Software
17 72 (0.98%) Public Cloud
18 63 (0.86%) Video\Live Streaming
19 60 (0.82%) Data Structures
19 60 (0.82%) Greenfield Project
Operating Systems
1 147 (2.00%) Windows
2 135 (1.84%) Linux
3 65 (0.88%) Android
4 53 (0.72%) Apple iOS
5 50 (0.68%) Windows Server
6 18 (0.24%) VMS
7 15 (0.20%) Unix
8 12 (0.16%) Mac OS
9 11 (0.15%) Ubuntu
10 5 (0.068%) Windows Server 2016
11 3 (0.041%) Robot Operating System
12 2 (0.027%) Debian
12 2 (0.027%) Embedded Linux
12 2 (0.027%) Gentoo
12 2 (0.027%) Windows Server 2019
13 1 (0.014%) AIX
13 1 (0.014%) Alpine Linux
13 1 (0.014%) FreeRTOS
13 1 (0.014%) Kali Linux
13 1 (0.014%) Windows 10
Processes & Methodologies
1 1,483 (20.18%) Machine Learning
2 1,411 (19.20%) Analytics
3 1,318 (17.94%) Business Intelligence
4 1,210 (16.47%) Agile
5 1,039 (14.14%) Roadmaps
6 964 (13.12%) CI/CD
7 920 (12.52%) Software Engineering
8 818 (11.13%) Problem-Solving
9 755 (10.27%) Decision-Making
10 754 (10.26%) LLM
11 715 (9.73%) Continuous Improvement
12 696 (9.47%) DevOps
13 656 (8.93%) Mentoring
14 626 (8.52%) Generative AI
15 593 (8.07%) Data Science
16 575 (7.83%) Full-Stack Development
17 506 (6.89%) Data Engineering
18 498 (6.78%) Artificial Intelligence Engineering
19 448 (6.10%) Stakeholder Management
20 447 (6.08%) Customer Experience
Programming Languages
1 2,856 (38.87%) Python
2 1,731 (23.56%) SQL
3 396 (5.39%) JavaScript
4 380 (5.17%) C#
5 317 (4.31%) TypeScript
6 293 (3.99%) Java
7 130 (1.77%) C++
8 112 (1.52%) PowerShell
9 92 (1.25%) Go
10 87 (1.18%) Bash
11 55 (0.75%) Bicep
12 52 (0.71%) R
13 49 (0.67%) C
14 43 (0.59%) PHP
15 42 (0.57%) Rust
16 37 (0.50%) Scala
17 28 (0.38%) Kotlin
18 24 (0.33%) Data Analysis Expressions
19 21 (0.29%) Kusto Query Language
20 16 (0.22%) Ruby
Qualifications
1 1,290 (17.56%) Azure Certification
2 688 (9.36%) Degree
3 398 (5.42%) Security Cleared
4 235 (3.20%) SC Cleared
5 156 (2.12%) Computer Science Degree
6 129 (1.76%) Master's Degree
7 125 (1.70%) AWS Certification
8 122 (1.66%) DV Cleared
9 98 (1.33%) PhD
10 88 (1.20%) ACCA
11 73 (0.99%) DBS Check
12 65 (0.88%) CIMA
13 56 (0.76%) AWS Certified Cloud Practitioner
13 56 (0.76%) Microsoft Certification
14 49 (0.67%) CISSP
15 38 (0.52%) Cisco Certification
16 33 (0.45%) AWS Certified Solutions Architect
17 19 (0.26%) BPSS Clearance
17 19 (0.26%) PMI Certification
17 19 (0.26%) TOGAF Certification
Quality Assurance & Compliance
1 393 (5.35%) Accessibility
2 322 (4.38%) Data Quality
3 214 (2.91%) GDPR
4 204 (2.78%) QA
5 105 (1.43%) ISO/IEC 27001
6 88 (1.20%) GRC
7 78 (1.06%) WCAG
8 73 (0.99%) NIST
9 55 (0.75%) SLA
10 52 (0.71%) California Consumer Privacy Act
11 38 (0.52%) IFRS
12 32 (0.44%) Cyber Essentials
13 28 (0.38%) PMO
14 26 (0.35%) PCI DSS
15 21 (0.29%) EU AI Act
16 20 (0.27%) HIPAA
17 19 (0.26%) SOC 2
18 18 (0.24%) Sarbanes-Oxley
19 17 (0.23%) ISO/IEC 42001
20 16 (0.22%) Cyber Essentials PLUS
System Software
1 368 (5.01%) Docker
2 98 (1.33%) Virtual Machines
3 97 (1.32%) 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 (0.095%) 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
1 381 (5.19%) Kubernetes
2 299 (4.07%) Terraform
3 58 (0.79%) Ansible
4 57 (0.78%) Grafana
5 56 (0.76%) Microsoft Intune
6 51 (0.69%) Prometheus
7 19 (0.26%) Single Sign-On
8 15 (0.20%) Kubeflow
9 14 (0.19%) Argo
10 9 (0.12%) Podman
10 9 (0.12%) Puppet
11 8 (0.11%) Proxmox
12 7 (0.095%) Nagios
13 5 (0.068%) Autotask
13 5 (0.068%) Control-M
13 5 (0.068%) Functional Safety
14 4 (0.054%) Active Directory Federation Services
14 4 (0.054%) Istio
14 4 (0.054%) SolarWinds Orion
14 4 (0.054%) vCenter Server
Vendors
1 1,966 (26.76%) Microsoft
2 328 (4.46%) Databricks
3 265 (3.61%) Adobe
4 234 (3.18%) Google
5 193 (2.63%) OpenAI
6 137 (1.86%) Dell
7 116 (1.58%) Salesforce
8 92 (1.25%) Oracle
9 89 (1.21%) Cisco
10 84 (1.14%) ServiceNow
11 70 (0.95%) Foundry
12 67 (0.91%) SAP
13 56 (0.76%) HubSpot
14 52 (0.71%) Apple
15 45 (0.61%) Palantir
16 43 (0.59%) Informatica
17 40 (0.54%) CrowdStrike
18 37 (0.50%) Palo Alto
19 34 (0.46%) Sage
20 33 (0.45%) Tenable