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

6 months to
11 Jun 2026
Same period 2025 Same period 2024
Rank 10 16 48
Rank change year-on-year +6 +32 +66
Permanent jobs citing AI 7,217 4,346 4,794
As % of all permanent jobs in the UK 7.81% 9.83% 4.50%
As % of the Processes & Methodologies category 10.72% 10.61% 5.46%
Number of salaries quoted 3,788 1,397 2,208
10th Percentile £40,000 £25,313 £40,000
25th Percentile £51,250 £46,250 £50,000
Median annual salary (50th Percentile) £70,000 £66,296 £70,000
Median % change year-on-year +5.59% -5.29% -6.67%
75th Percentile £95,000 £96,250 £92,813
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 67,331 40,980 87,741
As % of all permanent jobs advertised in the UK 72.88% 92.69% 82.42%
Number of salaries quoted 46,057 21,831 62,274
10th Percentile £30,000 £29,000 £29,500
25th Percentile £41,250 £40,000 £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 £92,500
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 11 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 11 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 +8 6,511 £70,000 +5.50% 3,008
UK excluding London +1 4,318 £62,500 -2.34% 1,818
London +17 2,445 £85,000 -5.56% 1,574
Work from Home -1 2,201 £70,000 +5.73% 1,610
North of England +11 1,325 £67,500 +22.73% 523
South East +3 998 £60,000 +20.00% 614
Midlands -9 715 £55,000 -4.35% 204
North West +31 646 £72,500 +11.54% 324
Yorkshire -2 505 £65,000 +153.66% 150
South West +2 469 £60,000 - 198
East of England +25 467 £60,000 -9.39% 161
West Midlands -5 450 £55,000 -4.35% 132
East Midlands -14 264 £52,500 -8.70% 70
Scotland -1 205 £70,000 +38.76% 81
North East +5 174 £65,000 +64.56% 51
Wales +23 117 £54,000 -21.74% 41
Northern Ireland +11 53 £72,500 - 38

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
1 127 (1.76%) SharePoint
2 119 (1.65%) Apache Airflow
3 104 (1.44%) Apache Spark
4 69 (0.96%) CMS
4 69 (0.96%) Confluence
5 66 (0.91%) Jupyter
6 51 (0.71%) Apache
7 35 (0.48%) WordPress
8 33 (0.46%) Microsoft Exchange
9 29 (0.40%) ArcGIS
10 27 (0.37%) Palantir Foundry
11 18 (0.25%) SAS
12 8 (0.11%) Appian
13 7 (0.097%) Sitecore CMS
14 6 (0.083%) IIS
15 5 (0.069%) Headless CMS
16 4 (0.055%) JBoss
16 4 (0.055%) Oracle SOA Suite
16 4 (0.055%) WebSphere
17 3 (0.042%) Oracle Workflow
Applications
1 1,028 (14.24%) Microsoft Excel
2 108 (1.50%) Chatbot
3 73 (1.01%) Microsoft Office
4 55 (0.76%) Microsoft PowerPoint
5 37 (0.51%) UserZoom
6 24 (0.33%) Spreadsheet
7 21 (0.29%) MS Visio
8 13 (0.18%) Adobe Creative Suite
8 13 (0.18%) Photoshop
9 12 (0.17%) Adobe After Effects
9 12 (0.17%) Adobe Illustrator
10 9 (0.12%) Simulink
11 8 (0.11%) InDesign
12 6 (0.083%) Camtasia
12 6 (0.083%) Microsoft Project
13 5 (0.069%) Adobe Premiere
13 5 (0.069%) Sketch
14 4 (0.055%) CapCut
15 3 (0.042%) Adobe XD
15 3 (0.042%) Productboard
Business Applications
1 36 (0.50%) Dynamics CRM
2 24 (0.33%) Cloudability
3 23 (0.32%) SAP S/4HANA
4 15 (0.21%) NetSuite
5 8 (0.11%) Sage 50
6 7 (0.097%) Oracle ERP
6 7 (0.097%) Salesforce CRM
7 6 (0.083%) Distributed Ledger
7 6 (0.083%) Oracle EBS
8 4 (0.055%) Dynamics AX
9 3 (0.042%) Dynamics GP
9 3 (0.042%) Dynamics NAV
9 3 (0.042%) Oracle Procure-to-Pay
9 3 (0.042%) Relativity
9 3 (0.042%) SAP MDG
9 3 (0.042%) Shopify
9 3 (0.042%) Sparx Enterprise Architect
10 2 (0.028%) Payment Gateway
10 2 (0.028%) Sage 200
10 2 (0.028%) Workday HCM
Cloud Services
1 2,662 (36.89%) Azure
2 1,496 (20.73%) Azure AI
3 1,394 (19.32%) Power Platform
4 1,083 (15.01%) AWS
5 541 (7.50%) SaaS
6 451 (6.25%) GCP
7 299 (4.14%) Microsoft 365
8 247 (3.42%) GitHub
9 217 (3.01%) Azure DevOps
10 212 (2.94%) Snowflake
11 202 (2.80%) Microsoft Copilot
12 187 (2.59%) Adobe Analytics
13 172 (2.38%) Serverless
14 143 (1.98%) Anthropic Claude
15 138 (1.91%) Figma
16 123 (1.70%) Entra ID
17 120 (1.66%) Azure Synapse Analytics
18 115 (1.59%) Azure Machine Learning
19 114 (1.58%) GitHub Copilot
20 112 (1.55%) Power Automate
Communications & Networking
1 339 (4.70%) Broadband
2 73 (1.01%) Firewall
3 52 (0.72%) Network Security
4 48 (0.67%) VPN
5 35 (0.48%) DNS
6 27 (0.37%) TCP/IP
7 26 (0.36%) WAN
8 24 (0.33%) Internet
8 24 (0.33%) Unified Communications
9 21 (0.29%) VLAN
10 20 (0.28%) HTTP
11 18 (0.25%) DHCP
12 16 (0.22%) MQTT
13 14 (0.19%) BGP
13 14 (0.19%) OSPF
14 10 (0.14%) VoIP
15 9 (0.12%) LAN
15 9 (0.12%) VXLAN
15 9 (0.12%) Wi-Fi
15 9 (0.12%) Wireless
Database & Business Intelligence
1 1,231 (17.06%) Power BI
2 1,085 (15.03%) Tableau
3 199 (2.76%) SQL Server
4 193 (2.67%) MongoDB
5 174 (2.41%) Data Warehouse
6 142 (1.97%) PostgreSQL
7 139 (1.93%) Data Lake
8 105 (1.45%) Azure SQL Database
9 103 (1.43%) Metadata
10 90 (1.25%) NoSQL
11 84 (1.16%) BigQuery
12 79 (1.09%) Big Data
13 73 (1.01%) Elasticsearch
14 60 (0.83%) Looker
15 59 (0.82%) Relational Database
16 57 (0.79%) MySQL
17 48 (0.67%) Pinecone
18 44 (0.61%) Redis
19 43 (0.60%) Amazon Redshift
20 39 (0.54%) Semantic Layer
Development Applications
1 199 (2.76%) Git
2 84 (1.16%) JIRA
3 79 (1.09%) Claude Code
4 76 (1.05%) MLflow
5 74 (1.03%) Jenkins
6 61 (0.85%) GitLab
7 60 (0.83%) Visual Studio Code
8 27 (0.37%) Selenium
9 25 (0.35%) IBM UrbanCode
9 25 (0.35%) Snyk
10 23 (0.32%) Postman
11 18 (0.25%) Cypress.io
12 15 (0.21%) Vite
13 13 (0.18%) JUnit
13 13 (0.18%) Maven
14 12 (0.17%) SpecFlow
15 11 (0.15%) Gradle
16 10 (0.14%) Visual Studio
17 9 (0.12%) Storybook
18 8 (0.11%) Cucumber
General
1 2,511 (34.79%) Social Skills
2 1,264 (17.51%) Finance
3 629 (8.72%) Analytical Skills
4 475 (6.58%) Inclusion and Diversity
5 471 (6.53%) Marketing
6 351 (4.86%) Games
7 316 (4.38%) Legal
8 294 (4.07%) Public Sector
9 265 (3.67%) Law
10 256 (3.55%) Retail
11 222 (3.08%) Banking
12 164 (2.27%) Manufacturing
13 137 (1.90%) Organisational Skills
14 132 (1.83%) Influencing Skills
15 83 (1.15%) Advertising
16 79 (1.09%) Legal Technology
17 74 (1.03%) Financial Institution
17 74 (1.03%) Presentation Skills
18 72 (1.00%) Telecoms
19 69 (0.96%) Automotive
Job Titles
1 1,236 (17.13%) Analyst
2 1,022 (14.16%) Senior
3 990 (13.72%) Data Analyst
4 964 (13.36%) Junior
5 940 (13.02%) Junior Analyst
6 937 (12.98%) Junior Data Analyst
7 757 (10.49%) Lead
8 649 (8.99%) Developer
9 615 (8.52%) Artificial Intelligence Engineer
10 551 (7.63%) Architect
11 348 (4.82%) Software Engineer
12 267 (3.70%) Data Engineer
13 266 (3.69%) Consultant
14 219 (3.03%) Solutions Architect
15 173 (2.40%) Python Engineer
16 167 (2.31%) Data Scientist
17 131 (1.82%) Full-Stack Developer
18 123 (1.70%) Senior Developer
19 121 (1.68%) .NET Developer
20 119 (1.65%) Engineering Manager
Libraries, Frameworks & Software Standards
1 379 (5.25%) React
2 319 (4.42%) .NET
3 189 (2.62%) PyTorch
4 179 (2.48%) CSS
4 179 (2.48%) REST
5 175 (2.42%) LangChain
6 169 (2.34%) Node.js
6 169 (2.34%) RESTful
7 167 (2.31%) HTML
8 142 (1.97%) TensorFlow
9 131 (1.82%) Kafka
10 124 (1.72%) scikit-learn
11 118 (1.64%) FastAPI
12 107 (1.48%) ASP.NET
13 101 (1.40%) .NET Core
13 101 (1.40%) ASP.NET Core
13 101 (1.40%) Pandas
14 89 (1.23%) AngularJS
15 88 (1.22%) PySpark
16 86 (1.19%) Next.js
Miscellaneous
1 441 (6.11%) Cloud Native
2 293 (4.06%) AI Agents
3 264 (3.66%) Social Media
4 220 (3.05%) Product Ownership
5 199 (2.76%) Distributed Systems
6 177 (2.45%) Algorithms
7 171 (2.37%) Onboarding
8 137 (1.90%) Robotics
9 120 (1.66%) Low-Code
10 119 (1.65%) Management Information System
11 113 (1.57%) Self-Motivation
12 97 (1.34%) Data Centre
13 93 (1.29%) Mobile App
14 80 (1.11%) Enterprise Software
15 79 (1.09%) Legacy Systems
16 78 (1.08%) Public Cloud
17 72 (1.00%) Virtual Team
18 63 (0.87%) Video\Live Streaming
19 58 (0.80%) Data Structures
19 58 (0.80%) Greenfield Project
Operating Systems
1 135 (1.87%) Windows
2 126 (1.75%) Linux
3 68 (0.94%) Android
4 51 (0.71%) Apple iOS
5 46 (0.64%) Windows Server
6 21 (0.29%) Unix
7 16 (0.22%) VMS
8 12 (0.17%) Ubuntu
9 9 (0.12%) Mac OS
10 5 (0.069%) Windows Server 2016
11 3 (0.042%) Robot Operating System
12 2 (0.028%) Windows Server 2019
13 1 (0.014%) Alpine Linux
13 1 (0.014%) Debian
13 1 (0.014%) Embedded Linux
13 1 (0.014%) FreeRTOS
13 1 (0.014%) Gentoo
13 1 (0.014%) Kali Linux
13 1 (0.014%) Red Hat Enterprise Linux
13 1 (0.014%) Windows 10
Processes & Methodologies
1 1,441 (19.97%) Machine Learning
2 1,372 (19.01%) Analytics
3 1,361 (18.86%) Business Intelligence
4 1,168 (16.18%) Agile
5 1,003 (13.90%) Roadmaps
6 931 (12.90%) CI/CD
7 879 (12.18%) Software Engineering
8 813 (11.27%) Problem-Solving
9 739 (10.24%) Decision-Making
10 731 (10.13%) LLM
11 692 (9.59%) Continuous Improvement
12 682 (9.45%) DevOps
13 636 (8.81%) Mentoring
14 618 (8.56%) Generative AI
15 585 (8.11%) Data Science
16 537 (7.44%) Full-Stack Development
17 488 (6.76%) Data Engineering
18 485 (6.72%) Artificial Intelligence Engineering
19 435 (6.03%) Customer Experience
20 422 (5.85%) Stakeholder Management
Programming Languages
1 2,869 (39.75%) Python
2 1,738 (24.08%) SQL
3 379 (5.25%) JavaScript
4 350 (4.85%) C#
5 300 (4.16%) TypeScript
6 296 (4.10%) Java
7 122 (1.69%) C++
8 108 (1.50%) PowerShell
9 95 (1.32%) Go
10 84 (1.16%) Bash
11 57 (0.79%) R
12 48 (0.67%) C
13 47 (0.65%) Bicep
14 43 (0.60%) PHP
15 39 (0.54%) Rust
16 38 (0.53%) Scala
17 29 (0.40%) Kotlin
18 23 (0.32%) Data Analysis Expressions
19 18 (0.25%) Kusto Query Language
20 17 (0.24%) T-SQL
Qualifications
1 1,340 (18.57%) Azure Certification
2 692 (9.59%) Degree
3 379 (5.25%) Security Cleared
4 222 (3.08%) SC Cleared
5 151 (2.09%) Computer Science Degree
6 132 (1.83%) Master's Degree
7 123 (1.70%) AWS Certification
8 121 (1.68%) DV Cleared
9 102 (1.41%) PhD
10 86 (1.19%) ACCA
11 73 (1.01%) DBS Check
12 64 (0.89%) CIMA
13 56 (0.78%) AWS Certified Cloud Practitioner
14 55 (0.76%) Microsoft Certification
15 50 (0.69%) CISSP
16 39 (0.54%) Cisco Certification
17 32 (0.44%) AWS Certified Solutions Architect
18 20 (0.28%) BPSS Clearance
18 20 (0.28%) PMI Certification
19 19 (0.26%) CISA
Quality Assurance & Compliance
1 382 (5.29%) Accessibility
2 311 (4.31%) Data Quality
3 198 (2.74%) GDPR
4 196 (2.72%) QA
5 97 (1.34%) ISO/IEC 27001
6 87 (1.21%) GRC
7 78 (1.08%) WCAG
8 73 (1.01%) NIST
9 52 (0.72%) California Consumer Privacy Act
10 48 (0.67%) SLA
11 38 (0.53%) IFRS
12 29 (0.40%) Cyber Essentials
13 26 (0.36%) PMO
14 24 (0.33%) PCI DSS
15 21 (0.29%) EU AI Act
16 20 (0.28%) HIPAA
16 20 (0.28%) Sarbanes-Oxley
17 18 (0.25%) SOC 2
18 16 (0.22%) Cyber Essentials PLUS
18 16 (0.22%) ISO/IEC 42001
System Software
1 352 (4.88%) Docker
2 97 (1.34%) Virtual Machines
3 96 (1.33%) Active Directory
4 27 (0.37%) Firmware
5 18 (0.25%) VMware Infrastructure
6 10 (0.14%) Virtual Desktop
6 10 (0.14%) vSphere
7 9 (0.12%) Embedded Firmware
8 7 (0.097%) Hyper-V
9 6 (0.083%) IAG
10 3 (0.042%) Kamailio
11 1 (0.014%) Apache Flume
11 1 (0.014%) VMware NSX
Systems Management
1 367 (5.09%) Kubernetes
2 290 (4.02%) Terraform
3 56 (0.78%) Ansible
4 54 (0.75%) Grafana
5 53 (0.73%) Microsoft Intune
6 49 (0.68%) Prometheus
7 24 (0.33%) Single Sign-On
8 14 (0.19%) Argo
8 14 (0.19%) Kubeflow
9 8 (0.11%) Podman
9 8 (0.11%) Proxmox
9 8 (0.11%) Puppet
10 7 (0.097%) Nagios
11 5 (0.069%) Autotask
11 5 (0.069%) Control-M
11 5 (0.069%) Functional Safety
12 4 (0.055%) Active Directory Federation Services
12 4 (0.055%) Cisco CUCM
12 4 (0.055%) SolarWinds Orion
12 4 (0.055%) vCenter Server
Vendors
1 1,985 (27.50%) Microsoft
2 315 (4.36%) Databricks
3 261 (3.62%) Adobe
4 225 (3.12%) Google
5 186 (2.58%) OpenAI
6 136 (1.88%) Dell
7 121 (1.68%) Salesforce
8 89 (1.23%) Oracle
9 86 (1.19%) Cisco
10 81 (1.12%) ServiceNow
11 67 (0.93%) SAP
12 64 (0.89%) Foundry
13 57 (0.79%) HubSpot
14 54 (0.75%) Apple
15 46 (0.64%) Palantir
16 42 (0.58%) Informatica
17 41 (0.57%) CrowdStrike
18 37 (0.51%) Palo Alto
19 32 (0.44%) Sage
19 32 (0.44%) Tenable