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 17 July 2026, with comparisons to the same periods in the previous two years.

6 months to
17 Jul 2026
Same period 2025 Same period 2024
Rank 8 13 48
Rank change year-on-year +5 +35 +62
Permanent jobs citing AI 8,228 4,912 4,352
As % of all permanent jobs in the UK 8.32% 10.00% 4.43%
As % of the Processes & Methodologies category 11.29% 11.10% 5.40%
Number of salaries quoted 4,547 1,563 1,983
10th Percentile £40,000 £25,313 £40,000
25th Percentile £51,250 £46,250 £52,500
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 £93,750
90th Percentile £110,000 £117,500 £115,000
UK excluding London median annual salary £62,500 £63,908 £63,800
% change year-on-year -2.20% +0.17% -5.48%

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 72,896 44,261 80,626
As % of all permanent jobs advertised in the UK 73.68% 90.09% 82.12%
Number of salaries quoted 50,426 24,863 55,989
10th Percentile £30,250 £28,750 £30,000
25th Percentile £41,250 £38,000 £40,000
Median annual salary (50th Percentile) £60,000 £57,000 £55,000
Median % change year-on-year +5.26% +3.64% -8.84%
75th Percentile £78,750 £77,500 £72,500
90th Percentile £100,000 £98,750 £92,500
UK excluding London median annual salary £55,000 £50,000 £50,000
% change year-on-year +10.00% - -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 17 July 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 17 July 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 7,363 £70,000 +5.52% 4,538
UK excluding London -5 4,870 £62,500 -2.20% 2,917
London +16 2,833 £85,000 -5.56% 2,374
Work from Home -1 2,596 £70,000 +5.90% 2,594
North of England +13 1,507 £67,500 +23.53% 719
South East -2 1,091 £60,000 +33.33% 838
Midlands -8 761 £55,000 -8.33% 375
North West +26 749 £70,000 +18.14% 407
Yorkshire 0 544 £65,000 +114.43% 234
South West +2 542 £62,500 +4.17% 234
East of England +18 505 £60,000 -9.38% 313
West Midlands -4 483 £59,527 -0.79% 196
East Midlands -17 277 £52,500 -14.29% 179
Scotland -4 231 £70,000 +7.69% 234
North East -3 214 £65,000 +106.35% 82
Wales +16 159 £60,000 +9.09% 105
Northern Ireland +6 103 £74,830 -14.48% 143

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
1 166 (2.02%) SharePoint
2 113 (1.37%) Apache Airflow
3 112 (1.36%) Apache Spark
4 76 (0.92%) CMS
5 73 (0.89%) Confluence
6 67 (0.81%) Jupyter
7 62 (0.75%) Apache
8 48 (0.58%) Microsoft Exchange
9 37 (0.45%) WordPress
10 31 (0.38%) SAS
11 27 (0.33%) ArcGIS
12 26 (0.32%) Palantir Foundry
13 9 (0.11%) Sitecore CMS
14 8 (0.097%) Camunda
15 7 (0.085%) Headless CMS
16 5 (0.061%) Apache Pig
16 5 (0.061%) ColdFusion
16 5 (0.061%) Oracle Workflow
17 4 (0.049%) Adobe Experience Manager
18 3 (0.036%) nginx
Applications
1 937 (11.39%) Microsoft Excel
2 130 (1.58%) Chatbot
3 70 (0.85%) Microsoft Office
4 48 (0.58%) Microsoft PowerPoint
5 45 (0.55%) UserZoom
6 24 (0.29%) MS Visio
7 21 (0.26%) Spreadsheet
8 18 (0.22%) Adobe After Effects
8 18 (0.22%) Adobe Creative Suite
9 17 (0.21%) Adobe Illustrator
9 17 (0.21%) Photoshop
10 13 (0.16%) InDesign
11 9 (0.11%) Simulink
12 8 (0.097%) LaTeX
13 6 (0.073%) Camtasia
14 5 (0.061%) Adobe Premiere
14 5 (0.061%) Microsoft Project
14 5 (0.061%) SPSS
15 4 (0.049%) CapCut
15 4 (0.049%) Sketch
Business Applications
1 56 (0.68%) Dynamics CRM
2 47 (0.57%) SAP S/4HANA
3 24 (0.29%) Cloudability
4 19 (0.23%) NetSuite
5 16 (0.19%) Dynamics GP
6 8 (0.097%) Payment Gateway
6 8 (0.097%) Sage 50
7 7 (0.085%) SAP MDG
8 6 (0.073%) Relativity
9 5 (0.061%) Elite 3E
9 5 (0.061%) Oracle ERP
10 4 (0.049%) Carpe Diem
10 4 (0.049%) Dynamics AX
10 4 (0.049%) Dynamics NAV
10 4 (0.049%) Sage 200
10 4 (0.049%) Salesforce CRM
10 4 (0.049%) Shopify
10 4 (0.049%) Sparx Enterprise Architect
10 4 (0.049%) Workday HCM
11 3 (0.036%) Q-Pulse
Cloud Services
1 2,855 (34.70%) Azure
2 1,493 (18.15%) Azure AI
3 1,407 (17.10%) Power Platform
4 1,371 (16.66%) AWS
5 587 (7.13%) SaaS
6 501 (6.09%) GCP
7 360 (4.38%) Microsoft 365
8 329 (4.00%) GitHub
9 286 (3.48%) Azure DevOps
10 264 (3.21%) Microsoft Copilot
11 250 (3.04%) Serverless
12 240 (2.92%) Snowflake
13 208 (2.53%) Cloud Computing
14 191 (2.32%) Adobe Analytics
15 183 (2.22%) Anthropic Claude
16 176 (2.14%) Entra ID
17 157 (1.91%) GitHub Copilot
18 148 (1.80%) Power Automate
19 138 (1.68%) Azure Synapse Analytics
20 127 (1.54%) Figma
Communications & Networking
1 351 (4.27%) Broadband
2 104 (1.26%) Internet
3 85 (1.03%) Firewall
4 73 (0.89%) VPN
5 72 (0.88%) Network Security
6 54 (0.66%) DNS
7 33 (0.40%) WAN
8 27 (0.33%) VLAN
9 26 (0.32%) TCP/IP
10 25 (0.30%) BGP
11 20 (0.24%) DHCP
11 20 (0.24%) VoIP
12 18 (0.22%) MQTT
13 17 (0.21%) HTTP
13 17 (0.21%) OSPF
14 15 (0.18%) CTI
15 14 (0.17%) Wireless
16 13 (0.16%) VXLAN
17 12 (0.15%) Unified Communications
18 10 (0.12%) 5G
Database & Business Intelligence
1 1,191 (14.47%) Power BI
2 979 (11.90%) Tableau
3 271 (3.29%) MongoDB
4 229 (2.78%) Data Warehouse
5 213 (2.59%) SQL Server
6 194 (2.36%) Azure SQL Database
7 178 (2.16%) Data Lake
8 177 (2.15%) PostgreSQL
9 139 (1.69%) Metadata
10 118 (1.43%) NoSQL
11 102 (1.24%) Big Data
12 91 (1.11%) MySQL
13 88 (1.07%) Relational Database
14 78 (0.95%) BigQuery
15 71 (0.86%) Elasticsearch
16 53 (0.64%) Looker
17 51 (0.62%) Redis
18 48 (0.58%) Amazon Redshift
18 48 (0.58%) Semantic Layer
19 47 (0.57%) Amazon RDS
Development Applications
1 247 (3.00%) Git
2 126 (1.53%) Claude Code
3 112 (1.36%) JIRA
4 91 (1.11%) Jenkins
5 82 (1.00%) GitLab
6 62 (0.75%) Visual Studio Code
7 59 (0.72%) MLflow
8 37 (0.45%) Selenium
9 28 (0.34%) Postman
10 25 (0.30%) IBM UrbanCode
10 25 (0.30%) Snyk
11 21 (0.26%) JUnit
12 20 (0.24%) Cypress.io
13 16 (0.19%) Maven
14 13 (0.16%) Vite
15 12 (0.15%) SpecFlow
16 11 (0.13%) Cucumber
16 11 (0.13%) JMeter
17 9 (0.11%) Mockito
17 9 (0.11%) Spock
General
1 2,708 (32.91%) Social Skills
2 1,511 (18.36%) Finance
3 711 (8.64%) Analytical Skills
4 563 (6.84%) Marketing
5 493 (5.99%) Inclusion and Diversity
6 404 (4.91%) Public Sector
7 394 (4.79%) Legal
8 367 (4.46%) Games
9 339 (4.12%) Law
10 302 (3.67%) Retail
11 263 (3.20%) Banking
12 203 (2.47%) Manufacturing
13 163 (1.98%) Influencing Skills
14 158 (1.92%) Organisational Skills
15 108 (1.31%) Advertising
16 98 (1.19%) Presentation Skills
17 85 (1.03%) Financial Institution
18 80 (0.97%) Legal Technology
19 77 (0.94%) Telecoms
20 72 (0.88%) Automotive
Job Titles
1 1,305 (15.86%) Senior
2 1,173 (14.26%) Analyst
3 895 (10.88%) Data Analyst
4 880 (10.70%) Lead
5 870 (10.57%) Junior
6 832 (10.11%) Junior Analyst
7 827 (10.05%) Junior Data Analyst
8 815 (9.91%) Developer
9 789 (9.59%) Architect
10 666 (8.09%) Artificial Intelligence Engineer
11 459 (5.58%) Software Engineer
12 331 (4.02%) Consultant
13 320 (3.89%) Solutions Architect
14 314 (3.82%) Data Engineer
15 217 (2.64%) Python Engineer
16 203 (2.47%) .NET Developer
17 188 (2.28%) Data Scientist
18 183 (2.22%) Senior Manager
19 174 (2.11%) Artificial Intelligence Architect
20 166 (2.02%) Data Architect
Libraries, Frameworks & Software Standards
1 450 (5.47%) React
2 424 (5.15%) .NET
3 232 (2.82%) CSS
4 224 (2.72%) HTML
5 216 (2.63%) Node.js
6 210 (2.55%) RESTful
7 198 (2.41%) REST
8 196 (2.38%) ASP.NET
9 189 (2.30%) LangChain
10 183 (2.22%) ASP.NET Core
11 182 (2.21%) PyTorch
12 171 (2.08%) .NET Core
13 160 (1.94%) Kafka
14 154 (1.87%) ML.NET
15 138 (1.68%) TensorFlow
16 128 (1.56%) scikit-learn
17 122 (1.48%) FastAPI
18 119 (1.45%) Blazor
19 107 (1.30%) PySpark
20 101 (1.23%) Next.js
Miscellaneous
1 560 (6.81%) Cloud Native
2 403 (4.90%) AI Agents
3 316 (3.84%) Onboarding
4 295 (3.59%) Social Media
5 262 (3.18%) Distributed Systems
6 249 (3.03%) Product Ownership
7 188 (2.28%) Algorithms
8 140 (1.70%) Self-Motivation
9 138 (1.68%) Robotics
10 133 (1.62%) Management Information System
11 121 (1.47%) Low-Code
12 120 (1.46%) Data Centre
13 98 (1.19%) Mobile App
14 91 (1.11%) Blog
14 91 (1.11%) Legacy Systems
15 90 (1.09%) Enterprise Software
16 83 (1.01%) Virtual Team
17 82 (1.00%) Greenfield Project
18 73 (0.89%) Data Structures
18 73 (0.89%) Security Posture
Operating Systems
1 180 (2.19%) Windows
2 171 (2.08%) Linux
3 72 (0.88%) Android
4 57 (0.69%) Windows Server
5 51 (0.62%) Apple iOS
6 24 (0.29%) VMS
7 14 (0.17%) Mac OS
8 11 (0.13%) Ubuntu
9 10 (0.12%) Unix
10 5 (0.061%) Debian
10 5 (0.061%) Kali Linux
11 4 (0.049%) Windows Server 2016
12 3 (0.036%) Embedded Linux
12 3 (0.036%) Gentoo
12 3 (0.036%) Robot Operating System
12 3 (0.036%) Windows Server 2019
13 1 (0.012%) AIX
13 1 (0.012%) FreeRTOS
13 1 (0.012%) Red Hat Enterprise Linux
13 1 (0.012%) Windows 10
Processes & Methodologies
1 1,698 (20.64%) Machine Learning
2 1,668 (20.27%) Analytics
3 1,391 (16.91%) Agile
4 1,340 (16.29%) Business Intelligence
5 1,207 (14.67%) Roadmaps
6 1,111 (13.50%) CI/CD
7 1,089 (13.24%) Software Engineering
8 920 (11.18%) Problem-Solving
9 888 (10.79%) Decision-Making
10 877 (10.66%) Continuous Improvement
11 872 (10.60%) LLM
12 858 (10.43%) Mentoring
13 820 (9.97%) DevOps
14 707 (8.59%) Generative AI
15 672 (8.17%) Full-Stack Development
16 625 (7.60%) Data Science
17 540 (6.56%) Data Engineering
18 538 (6.54%) Stakeholder Management
19 522 (6.34%) Artificial Intelligence Engineering
20 504 (6.13%) Data Modelling
Programming Languages
1 2,970 (36.10%) Python
2 1,841 (22.37%) SQL
3 487 (5.92%) C#
4 476 (5.79%) JavaScript
5 366 (4.45%) TypeScript
6 339 (4.12%) Java
7 161 (1.96%) C++
8 125 (1.52%) PowerShell
9 99 (1.20%) Bash
10 88 (1.07%) Go
11 69 (0.84%) Bicep
12 62 (0.75%) PHP
13 60 (0.73%) C
14 46 (0.56%) Rust
15 42 (0.51%) Scala
16 41 (0.50%) R
16 41 (0.50%) Ruby
17 35 (0.43%) Kotlin
18 30 (0.36%) Data Analysis Expressions
19 27 (0.33%) Kusto Query Language
Qualifications
1 1,243 (15.11%) Azure Certification
2 810 (9.84%) Degree
3 482 (5.86%) Security Cleared
4 274 (3.33%) SC Cleared
5 203 (2.47%) Computer Science Degree
6 181 (2.20%) AWS Certification
7 144 (1.75%) Master's Degree
8 137 (1.67%) DV Cleared
9 104 (1.26%) CISSP
10 99 (1.20%) PhD
11 89 (1.08%) ACCA
12 74 (0.90%) DBS Check
13 68 (0.83%) CIMA
14 66 (0.80%) CISM
15 64 (0.78%) AWS Certified Solutions Architect
16 63 (0.77%) Microsoft Certification
17 62 (0.75%) AWS Certified Cloud Practitioner
18 49 (0.60%) Network+ Certification
19 47 (0.57%) A+ Certification
20 42 (0.51%) Cisco Certification
Quality Assurance & Compliance
1 420 (5.10%) Accessibility
2 384 (4.67%) Data Quality
3 248 (3.01%) QA
4 244 (2.97%) GDPR
5 115 (1.40%) ISO/IEC 27001
6 93 (1.13%) GRC
7 83 (1.01%) NIST
8 79 (0.96%) WCAG
9 61 (0.74%) SLA
10 52 (0.63%) California Consumer Privacy Act
11 39 (0.47%) PMO
12 37 (0.45%) Cyber Essentials
13 33 (0.40%) IFRS
14 32 (0.39%) PCI DSS
15 23 (0.28%) HIPAA
16 21 (0.26%) SOC 2
17 20 (0.24%) EU AI Act
18 17 (0.21%) Cyber Essentials PLUS
19 16 (0.19%) NCSC
19 16 (0.19%) Sarbanes-Oxley
System Software
1 425 (5.17%) Docker
2 148 (1.80%) Active Directory
3 98 (1.19%) Virtual Machines
4 32 (0.39%) VMware Infrastructure
5 22 (0.27%) Firmware
6 20 (0.24%) Virtual Desktop
7 18 (0.22%) vSphere
8 11 (0.13%) Embedded Firmware
9 10 (0.12%) Hyper-V
10 6 (0.073%) IAG
11 2 (0.024%) Kamailio
12 1 (0.012%) Apache Flume
12 1 (0.012%) VMware NSX
Systems Management
1 442 (5.37%) Kubernetes
2 359 (4.36%) Terraform
3 108 (1.31%) Microsoft Intune
4 58 (0.70%) Ansible
5 56 (0.68%) Grafana
6 46 (0.56%) Prometheus
7 22 (0.27%) Single Sign-On
8 18 (0.22%) Puppet
9 15 (0.18%) Argo
10 14 (0.17%) Kubeflow
11 10 (0.12%) Podman
12 9 (0.11%) Progress Chef
13 7 (0.085%) Nagios
14 6 (0.073%) Hadoop YARN
14 6 (0.073%) Proxmox
15 5 (0.061%) Autotask
15 5 (0.061%) Control-M
15 5 (0.061%) Functional Safety
15 5 (0.061%) SolarWinds Orion
16 4 (0.049%) Nmap
Vendors
1 2,166 (26.32%) Microsoft
2 362 (4.40%) Databricks
3 276 (3.35%) Google
4 263 (3.20%) Adobe
5 209 (2.54%) OpenAI
6 134 (1.63%) Dell
7 125 (1.52%) Salesforce
8 111 (1.35%) Cisco
9 109 (1.32%) SAP
10 107 (1.30%) Oracle
11 98 (1.19%) ServiceNow
12 87 (1.06%) Foundry
13 58 (0.70%) HubSpot
14 53 (0.64%) Apple
15 49 (0.60%) CyberArk
16 44 (0.53%) Informatica
17 41 (0.50%) CrowdStrike
17 41 (0.50%) Sage
18 40 (0.49%) Palo Alto
18 40 (0.49%) VMware