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

6 months to
23 Jun 2026
Same period 2025 Same period 2024
Rank 10 16 50
Rank change year-on-year +6 +34 +73
Permanent jobs citing AI 7,502 4,556 4,708
As % of all permanent jobs in the UK 7.92% 10.09% 4.33%
As % of the Processes & Methodologies category 10.82% 10.93% 5.30%
Number of salaries quoted 4,064 1,427 2,209
10th Percentile £40,000 £25,313 £40,000
25th Percentile £51,250 £46,250 £50,000
Median annual salary (50th Percentile) £70,000 £66,274 £70,000
Median % change year-on-year +5.62% -5.32% -6.67%
75th Percentile £95,000 £96,250 £93,750
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% -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 69,314 41,679 88,914
As % of all permanent jobs advertised in the UK 73.17% 92.27% 81.73%
Number of salaries quoted 47,751 22,444 62,987
10th Percentile £30,000 £28,750 £29,750
25th Percentile £41,250 £38,750 £40,000
Median annual salary (50th Percentile) £60,000 £57,500 £55,000
Median % change year-on-year +4.35% +4.55% -9.41%
75th Percentile £78,750 £77,500 £72,500
90th Percentile £100,000 £100,000 £92,159
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 23 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 23 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 6,782 £70,000 +5.55% 3,618
UK excluding London -2 4,464 £62,500 -2.34% 1,869
London +17 2,567 £85,000 -5.56% 2,253
Work from Home -3 2,349 £69,986 +5.72% 1,603
North of England +13 1,396 £67,500 +26.42% 462
South East -1 1,018 £60,000 +20.00% 668
Midlands -8 726 £55,000 -5.91% 221
North West +29 684 £70,000 +7.69% 297
Yorkshire -3 521 £65,000 +153.66% 121
South West +1 488 £62,500 +4.17% 199
East of England +19 483 £60,000 -9.39% 166
West Midlands -5 457 £55,000 -4.35% 127
East Midlands -12 268 £52,500 -12.50% 94
Scotland +1 211 £70,000 +38.76% 91
North East -1 191 £65,000 +106.35% 48
Wales +14 120 £54,000 -21.74% 45
Northern Ireland +8 52 £72,500 - 59

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
1 135 (1.80%) SharePoint
2 118 (1.57%) Apache Airflow
3 105 (1.40%) Apache Spark
4 72 (0.96%) CMS
4 72 (0.96%) Confluence
5 65 (0.87%) Jupyter
6 54 (0.72%) Apache
7 40 (0.53%) Microsoft Exchange
8 38 (0.51%) WordPress
9 27 (0.36%) ArcGIS
9 27 (0.36%) Palantir Foundry
10 22 (0.29%) SAS
11 8 (0.11%) Sitecore CMS
12 7 (0.093%) Headless CMS
13 6 (0.080%) Appian
14 4 (0.053%) ColdFusion
14 4 (0.053%) Oracle Workflow
15 3 (0.040%) Camunda
15 3 (0.040%) JBoss
15 3 (0.040%) WebSphere
Applications
1 977 (13.02%) Microsoft Excel
2 108 (1.44%) Chatbot
3 70 (0.93%) Microsoft Office
4 47 (0.63%) Microsoft PowerPoint
5 45 (0.60%) UserZoom
6 26 (0.35%) Spreadsheet
7 23 (0.31%) MS Visio
8 14 (0.19%) Adobe After Effects
8 14 (0.19%) Adobe Creative Suite
8 14 (0.19%) Adobe Illustrator
8 14 (0.19%) Photoshop
9 10 (0.13%) InDesign
10 9 (0.12%) Simulink
11 6 (0.080%) Camtasia
11 6 (0.080%) Microsoft Project
12 5 (0.067%) Adobe Premiere
13 4 (0.053%) CapCut
13 4 (0.053%) Sketch
14 3 (0.040%) Adobe XD
14 3 (0.040%) Productboard
Business Applications
1 36 (0.48%) Dynamics CRM
2 31 (0.41%) SAP S/4HANA
3 24 (0.32%) Cloudability
4 15 (0.20%) NetSuite
5 8 (0.11%) Sage 50
6 6 (0.080%) Salesforce CRM
7 5 (0.067%) Oracle ERP
8 4 (0.053%) Dynamics AX
8 4 (0.053%) Sparx Enterprise Architect
8 4 (0.053%) Workday HCM
9 3 (0.040%) Dynamics GP
9 3 (0.040%) Dynamics NAV
9 3 (0.040%) Oracle EBS
9 3 (0.040%) Relativity
9 3 (0.040%) Sage 200
9 3 (0.040%) SAP MDG
10 2 (0.027%) Payment Gateway
10 2 (0.027%) Q-Pulse
10 2 (0.027%) Shopify
10 2 (0.027%) Unit4 Business World
Cloud Services
1 2,702 (36.02%) Azure
2 1,499 (19.98%) Azure AI
3 1,372 (18.29%) Power Platform
4 1,168 (15.57%) AWS
5 557 (7.42%) SaaS
6 468 (6.24%) GCP
7 321 (4.28%) Microsoft 365
8 275 (3.67%) GitHub
9 243 (3.24%) Azure DevOps
10 232 (3.09%) Microsoft Copilot
11 211 (2.81%) Snowflake
12 195 (2.60%) Adobe Analytics
13 191 (2.55%) Serverless
14 162 (2.16%) Anthropic Claude
15 131 (1.75%) Azure Synapse Analytics
16 130 (1.73%) Figma
17 128 (1.71%) Cloud Computing
18 127 (1.69%) Entra ID
18 127 (1.69%) GitHub Copilot
19 123 (1.64%) Power Automate
Communications & Networking
1 353 (4.71%) Broadband
2 79 (1.05%) Firewall
3 64 (0.85%) VPN
4 59 (0.79%) Network Security
5 49 (0.65%) Internet
6 46 (0.61%) DNS
7 29 (0.39%) WAN
8 28 (0.37%) TCP/IP
9 26 (0.35%) VLAN
10 22 (0.29%) Unified Communications
11 20 (0.27%) DHCP
12 19 (0.25%) HTTP
13 18 (0.24%) BGP
14 16 (0.21%) MQTT
14 16 (0.21%) OSPF
15 11 (0.15%) VXLAN
15 11 (0.15%) Wireless
16 10 (0.13%) Intranet
16 10 (0.13%) Wi-Fi
17 9 (0.12%) VoIP
Database & Business Intelligence
1 1,196 (15.94%) Power BI
2 1,026 (13.68%) Tableau
3 231 (3.08%) MongoDB
4 199 (2.65%) SQL Server
5 197 (2.63%) Data Warehouse
6 156 (2.08%) Azure SQL Database
7 151 (2.01%) Data Lake
8 148 (1.97%) PostgreSQL
9 114 (1.52%) Metadata
10 94 (1.25%) NoSQL
11 85 (1.13%) BigQuery
12 82 (1.09%) Big Data
13 73 (0.97%) Elasticsearch
14 71 (0.95%) Relational Database
15 70 (0.93%) MySQL
16 58 (0.77%) Looker
17 48 (0.64%) Pinecone
17 48 (0.64%) Redis
18 45 (0.60%) Semantic Layer
19 42 (0.56%) Amazon Redshift
Development Applications
1 212 (2.83%) Git
2 98 (1.31%) Claude Code
3 91 (1.21%) JIRA
4 75 (1.00%) Jenkins
5 70 (0.93%) MLflow
6 69 (0.92%) GitLab
7 60 (0.80%) Visual Studio Code
8 30 (0.40%) Selenium
9 25 (0.33%) IBM UrbanCode
9 25 (0.33%) Postman
9 25 (0.33%) Snyk
10 20 (0.27%) Cypress.io
11 14 (0.19%) JUnit
11 14 (0.19%) Maven
11 14 (0.19%) Vite
12 12 (0.16%) SpecFlow
13 11 (0.15%) Gradle
14 9 (0.12%) Visual Studio
15 8 (0.11%) Cucumber
15 8 (0.11%) JMeter
General
1 2,534 (33.78%) Social Skills
2 1,339 (17.85%) Finance
3 644 (8.58%) Analytical Skills
4 498 (6.64%) Marketing
5 479 (6.38%) Inclusion and Diversity
6 364 (4.85%) Games
7 324 (4.32%) Public Sector
8 319 (4.25%) Legal
9 274 (3.65%) Law
10 268 (3.57%) Retail
11 232 (3.09%) Banking
12 176 (2.35%) Manufacturing
13 149 (1.99%) Organisational Skills
14 142 (1.89%) Influencing Skills
15 92 (1.23%) Advertising
16 80 (1.07%) Presentation Skills
17 78 (1.04%) Financial Institution
18 74 (0.99%) Legal Technology
19 70 (0.93%) Automotive
20 66 (0.88%) Telecoms
Job Titles
1 1,201 (16.01%) Analyst
2 1,073 (14.30%) Senior
3 939 (12.52%) Data Analyst
4 912 (12.16%) Junior
5 887 (11.82%) Junior Analyst
6 882 (11.76%) Junior Data Analyst
7 810 (10.80%) Lead
8 721 (9.61%) Developer
9 637 (8.49%) Artificial Intelligence Engineer
10 614 (8.18%) Architect
11 388 (5.17%) Software Engineer
12 283 (3.77%) Consultant
13 282 (3.76%) Data Engineer
14 250 (3.33%) Solutions Architect
15 191 (2.55%) Python Engineer
16 174 (2.32%) Data Scientist
17 161 (2.15%) .NET Developer
18 138 (1.84%) Full-Stack Developer
19 134 (1.79%) Data Architect
20 129 (1.72%) Senior Developer
Libraries, Frameworks & Software Standards
1 406 (5.41%) React
2 377 (5.03%) .NET
3 200 (2.67%) CSS
4 192 (2.56%) PyTorch
5 188 (2.51%) HTML
6 185 (2.47%) RESTful
7 183 (2.44%) LangChain
8 178 (2.37%) Node.js
9 173 (2.31%) REST
10 153 (2.04%) ASP.NET
11 142 (1.89%) .NET Core
11 142 (1.89%) ASP.NET Core
12 141 (1.88%) TensorFlow
13 136 (1.81%) Kafka
14 127 (1.69%) scikit-learn
15 117 (1.56%) ML.NET
16 116 (1.55%) FastAPI
17 99 (1.32%) Pandas
18 97 (1.29%) Blazor
18 97 (1.29%) PySpark
Miscellaneous
1 486 (6.48%) Cloud Native
2 327 (4.36%) AI Agents
3 285 (3.80%) Social Media
4 231 (3.08%) Product Ownership
5 210 (2.80%) Distributed Systems
6 208 (2.77%) Onboarding
7 178 (2.37%) Algorithms
8 134 (1.79%) Robotics
9 122 (1.63%) Self-Motivation
10 121 (1.61%) Management Information System
11 117 (1.56%) Low-Code
12 103 (1.37%) Data Centre
13 93 (1.24%) Mobile App
14 84 (1.12%) Legacy Systems
15 79 (1.05%) Virtual Team
16 74 (0.99%) Enterprise Software
17 68 (0.91%) Public Cloud
18 63 (0.84%) Greenfield Project
18 63 (0.84%) Security Posture
18 63 (0.84%) Video\Live Streaming
Operating Systems
1 158 (2.11%) Windows
2 145 (1.93%) Linux
3 67 (0.89%) Android
4 53 (0.71%) Apple iOS
4 53 (0.71%) Windows Server
5 22 (0.29%) VMS
6 14 (0.19%) Unix
7 13 (0.17%) Mac OS
8 11 (0.15%) Ubuntu
9 5 (0.067%) Windows Server 2016
10 3 (0.040%) Kali Linux
10 3 (0.040%) Robot Operating System
11 2 (0.027%) Debian
11 2 (0.027%) Embedded Linux
11 2 (0.027%) Gentoo
11 2 (0.027%) Windows Server 2019
12 1 (0.013%) AIX
12 1 (0.013%) Alpine Linux
12 1 (0.013%) FreeRTOS
12 1 (0.013%) Red Hat Enterprise Linux
Processes & Methodologies
1 1,541 (20.54%) Machine Learning
2 1,459 (19.45%) Analytics
3 1,330 (17.73%) Business Intelligence
4 1,245 (16.60%) Agile
5 1,066 (14.21%) Roadmaps
6 989 (13.18%) CI/CD
7 956 (12.74%) Software Engineering
8 831 (11.08%) Problem-Solving
9 785 (10.46%) Decision-Making
10 776 (10.34%) LLM
11 726 (9.68%) Continuous Improvement
12 724 (9.65%) DevOps
13 689 (9.18%) Mentoring
14 654 (8.72%) Generative AI
15 603 (8.04%) Full-Stack Development
16 598 (7.97%) Data Science
17 506 (6.74%) Artificial Intelligence Engineering
17 506 (6.74%) Data Engineering
18 457 (6.09%) Stakeholder Management
19 452 (6.03%) Customer Experience
Programming Languages
1 2,882 (38.42%) Python
2 1,770 (23.59%) SQL
3 412 (5.49%) C#
4 411 (5.48%) JavaScript
5 326 (4.35%) TypeScript
6 294 (3.92%) Java
7 135 (1.80%) C++
8 122 (1.63%) PowerShell
9 96 (1.28%) Bash
10 91 (1.21%) Go
11 61 (0.81%) Bicep
12 52 (0.69%) C
13 51 (0.68%) R
14 48 (0.64%) PHP
15 42 (0.56%) Rust
16 37 (0.49%) Scala
17 28 (0.37%) Kotlin
18 26 (0.35%) Data Analysis Expressions
19 25 (0.33%) Kusto Query Language
20 22 (0.29%) Ruby
Qualifications
1 1,296 (17.28%) Azure Certification
2 717 (9.56%) Degree
3 417 (5.56%) Security Cleared
4 246 (3.28%) SC Cleared
5 167 (2.23%) Computer Science Degree
6 133 (1.77%) AWS Certification
6 133 (1.77%) Master's Degree
7 122 (1.63%) DV Cleared
8 97 (1.29%) PhD
9 89 (1.19%) ACCA
10 74 (0.99%) DBS Check
11 66 (0.88%) CIMA
12 60 (0.80%) Microsoft Certification
13 57 (0.76%) AWS Certified Cloud Practitioner
14 52 (0.69%) CISSP
15 39 (0.52%) AWS Certified Solutions Architect
16 35 (0.47%) Cisco Certification
17 21 (0.28%) TOGAF Certification
18 19 (0.25%) Microsoft Certified Professional
18 19 (0.25%) PMI Certification
Quality Assurance & Compliance
1 399 (5.32%) Accessibility
2 334 (4.45%) Data Quality
3 220 (2.93%) GDPR
4 210 (2.80%) QA
5 107 (1.43%) ISO/IEC 27001
6 91 (1.21%) GRC
7 80 (1.07%) WCAG
8 78 (1.04%) NIST
9 55 (0.73%) SLA
10 52 (0.69%) California Consumer Privacy Act
11 38 (0.51%) IFRS
12 33 (0.44%) Cyber Essentials
13 31 (0.41%) PMO
14 26 (0.35%) PCI DSS
15 20 (0.27%) EU AI Act
15 20 (0.27%) HIPAA
16 19 (0.25%) SOC 2
17 17 (0.23%) Sarbanes-Oxley
18 16 (0.21%) Cyber Essentials PLUS
18 16 (0.21%) ISO/IEC 42001
System Software
1 385 (5.13%) Docker
2 102 (1.36%) Active Directory
3 99 (1.32%) Virtual Machines
4 26 (0.35%) VMware Infrastructure
5 21 (0.28%) Firmware
6 17 (0.23%) vSphere
7 16 (0.21%) Virtual Desktop
8 9 (0.12%) Embedded Firmware
9 8 (0.11%) Hyper-V
10 6 (0.080%) IAG
11 3 (0.040%) Kamailio
12 1 (0.013%) Apache Flume
12 1 (0.013%) VMware NSX
Systems Management
1 402 (5.36%) Kubernetes
2 314 (4.19%) Terraform
3 56 (0.75%) Grafana
3 56 (0.75%) Microsoft Intune
4 54 (0.72%) Ansible
5 50 (0.67%) Prometheus
6 17 (0.23%) Single Sign-On
7 15 (0.20%) Argo
7 15 (0.20%) Kubeflow
8 10 (0.13%) Puppet
9 9 (0.12%) Podman
10 8 (0.11%) Proxmox
11 7 (0.093%) Nagios
12 5 (0.067%) Autotask
12 5 (0.067%) Control-M
12 5 (0.067%) Functional Safety
13 4 (0.053%) Active Directory Federation Services
13 4 (0.053%) Istio
13 4 (0.053%) SolarWinds Orion
13 4 (0.053%) vCenter Server
Vendors
1 2,011 (26.81%) Microsoft
2 329 (4.39%) Databricks
3 262 (3.49%) Adobe
4 247 (3.29%) Google
5 195 (2.60%) OpenAI
6 135 (1.80%) Dell
7 116 (1.55%) Salesforce
8 93 (1.24%) Oracle
9 88 (1.17%) ServiceNow
10 84 (1.12%) Cisco
11 78 (1.04%) SAP
12 75 (1.00%) Foundry
13 57 (0.76%) HubSpot
14 50 (0.67%) Apple
15 44 (0.59%) Palantir
16 43 (0.57%) Informatica
17 39 (0.52%) CrowdStrike
18 37 (0.49%) Palo Alto
19 36 (0.48%) Sage
19 36 (0.48%) VMware