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

6 months to
11 Jul 2026
Same period 2025 Same period 2024
Rank 9 13 48
Rank change year-on-year +4 +35 +65
Permanent jobs citing AI 8,117 4,861 4,522
As % of all permanent jobs in the UK 8.25% 9.91% 4.46%
As % of the Processes & Methodologies category 11.17% 10.97% 5.42%
Number of salaries quoted 4,478 1,538 2,104
10th Percentile £39,935 £25,313 £40,000
25th Percentile £51,250 £46,250 £51,063
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 £63,764 £62,500
% change year-on-year -1.98% +2.02% -7.41%

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 72,639 44,292 83,457
As % of all permanent jobs advertised in the UK 73.85% 90.34% 82.30%
Number of salaries quoted 50,181 24,710 58,516
10th Percentile £30,250 £28,822 £29,750
25th Percentile £41,250 £38,250 £40,000
Median annual salary (50th Percentile) £60,000 £57,500 £55,000
Median % change year-on-year +4.35% +4.55% -8.72%
75th Percentile £78,750 £77,500 £72,500
90th Percentile £100,000 £98,777 £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 11 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 11 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 7,295 £70,000 +5.52% 3,692
UK excluding London -4 4,826 £62,500 -1.98% 1,936
London +17 2,774 £85,000 -5.56% 2,214
Work from Home -2 2,538 £70,000 +5.90% 1,652
North of England +13 1,494 £67,500 +26.42% 472
South East -2 1,095 £60,000 +33.33% 719
Midlands -8 764 £55,000 -8.33% 242
North West +27 741 £70,000 +20.69% 282
Yorkshire -3 544 £65,000 +114.43% 131
South West +3 541 £62,500 +4.17% 197
East of England +14 503 £60,000 -9.38% 160
West Midlands -5 482 £58,514 +0.24% 152
East Midlands -17 281 £52,500 -16.00% 88
Scotland -4 225 £70,000 +7.69% 82
North East -3 209 £65,000 +106.35% 62
Wales +23 156 £60,000 -10.45% 44
Northern Ireland -2 78 £74,830 -14.48% 52

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
1 159 (1.96%) SharePoint
2 117 (1.44%) Apache Airflow
3 107 (1.32%) Apache Spark
4 75 (0.92%) CMS
5 71 (0.87%) Confluence
6 61 (0.75%) Jupyter
7 58 (0.71%) Apache
8 47 (0.58%) Microsoft Exchange
9 38 (0.47%) WordPress
10 30 (0.37%) SAS
11 27 (0.33%) ArcGIS
12 26 (0.32%) Palantir Foundry
13 8 (0.099%) Sitecore CMS
14 7 (0.086%) Camunda
14 7 (0.086%) Headless CMS
15 5 (0.062%) ColdFusion
15 5 (0.062%) Oracle Workflow
16 4 (0.049%) Apache Pig
17 3 (0.037%) Appian
18 2 (0.025%) Apache Pulsar
Applications
1 991 (12.21%) Microsoft Excel
2 131 (1.61%) Chatbot
3 75 (0.92%) Microsoft Office
4 50 (0.62%) Microsoft PowerPoint
5 46 (0.57%) UserZoom
6 26 (0.32%) MS Visio
7 23 (0.28%) 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 6 (0.074%) Camtasia
13 5 (0.062%) Adobe Premiere
13 5 (0.062%) Microsoft Project
13 5 (0.062%) SPSS
14 4 (0.049%) CapCut
14 4 (0.049%) Sketch
15 3 (0.037%) Adobe XD
Business Applications
1 44 (0.54%) Dynamics CRM
2 42 (0.52%) SAP S/4HANA
3 24 (0.30%) Cloudability
4 18 (0.22%) NetSuite
5 8 (0.099%) Payment Gateway
5 8 (0.099%) Sage 50
6 6 (0.074%) Relativity
6 6 (0.074%) SAP MDG
7 5 (0.062%) Oracle ERP
7 5 (0.062%) Salesforce CRM
8 4 (0.049%) Dynamics AX
8 4 (0.049%) Dynamics NAV
8 4 (0.049%) Elite 3E
8 4 (0.049%) Sage 200
8 4 (0.049%) Sparx Enterprise Architect
8 4 (0.049%) Workday HCM
9 3 (0.037%) Carpe Diem
9 3 (0.037%) Dynamics GP
9 3 (0.037%) Oracle EBS
9 3 (0.037%) Q-Pulse
Cloud Services
1 2,866 (35.31%) Azure
2 1,544 (19.02%) Azure AI
3 1,444 (17.79%) Power Platform
4 1,333 (16.42%) AWS
5 583 (7.18%) SaaS
6 501 (6.17%) GCP
7 353 (4.35%) Microsoft 365
8 326 (4.02%) GitHub
9 275 (3.39%) Azure DevOps
10 256 (3.15%) Microsoft Copilot
11 236 (2.91%) Serverless
11 236 (2.91%) Snowflake
12 193 (2.38%) Adobe Analytics
13 186 (2.29%) Cloud Computing
14 181 (2.23%) Anthropic Claude
15 159 (1.96%) Entra ID
16 156 (1.92%) GitHub Copilot
17 142 (1.75%) Power Automate
18 138 (1.70%) Azure Synapse Analytics
19 126 (1.55%) Figma
Communications & Networking
1 353 (4.35%) Broadband
2 85 (1.05%) Internet
3 84 (1.03%) Firewall
4 74 (0.91%) VPN
5 72 (0.89%) Network Security
6 53 (0.65%) DNS
7 34 (0.42%) WAN
8 28 (0.34%) VLAN
9 27 (0.33%) TCP/IP
10 24 (0.30%) BGP
11 21 (0.26%) DHCP
11 21 (0.26%) VoIP
12 18 (0.22%) HTTP
13 17 (0.21%) MQTT
13 17 (0.21%) OSPF
13 17 (0.21%) Unified Communications
14 15 (0.18%) CTI
15 13 (0.16%) VXLAN
15 13 (0.16%) Wireless
16 10 (0.12%) SD-WAN
Database & Business Intelligence
1 1,239 (15.26%) Power BI
2 1,033 (12.73%) Tableau
3 274 (3.38%) MongoDB
4 224 (2.76%) Data Warehouse
5 211 (2.60%) SQL Server
6 193 (2.38%) Azure SQL Database
7 174 (2.14%) PostgreSQL
8 173 (2.13%) Data Lake
9 136 (1.68%) Metadata
10 116 (1.43%) NoSQL
11 97 (1.20%) Big Data
12 92 (1.13%) MySQL
13 87 (1.07%) Relational Database
14 80 (0.99%) BigQuery
15 72 (0.89%) Elasticsearch
16 54 (0.67%) Looker
17 51 (0.63%) Redis
18 48 (0.59%) Amazon Redshift
19 46 (0.57%) Semantic Layer
20 45 (0.55%) Amazon RDS
Development Applications
1 240 (2.96%) Git
2 121 (1.49%) Claude Code
3 104 (1.28%) JIRA
4 87 (1.07%) Jenkins
5 76 (0.94%) GitLab
6 61 (0.75%) Visual Studio Code
7 59 (0.73%) MLflow
8 33 (0.41%) Selenium
9 26 (0.32%) Postman
10 25 (0.31%) IBM UrbanCode
10 25 (0.31%) Snyk
11 21 (0.26%) Cypress.io
12 19 (0.23%) JUnit
13 16 (0.20%) Maven
14 14 (0.17%) Vite
15 12 (0.15%) SpecFlow
16 11 (0.14%) Gradle
17 10 (0.12%) Cucumber
17 10 (0.12%) JMeter
18 8 (0.099%) Visual Studio
General
1 2,691 (33.15%) Social Skills
2 1,464 (18.04%) Finance
3 682 (8.40%) Analytical Skills
4 544 (6.70%) Marketing
5 485 (5.98%) Inclusion and Diversity
6 393 (4.84%) Public Sector
7 367 (4.52%) Games
8 363 (4.47%) Legal
9 331 (4.08%) Law
10 293 (3.61%) Retail
11 251 (3.09%) Banking
12 193 (2.38%) Manufacturing
13 158 (1.95%) Influencing Skills
14 156 (1.92%) Organisational Skills
15 109 (1.34%) Advertising
16 92 (1.13%) Presentation Skills
17 83 (1.02%) Financial Institution
18 78 (0.96%) Legal Technology
19 73 (0.90%) Telecoms
20 72 (0.89%) Automotive
Job Titles
1 1,242 (15.30%) Senior
2 1,224 (15.08%) Analyst
3 948 (11.68%) Data Analyst
4 918 (11.31%) Junior
5 887 (10.93%) Junior Analyst
6 882 (10.87%) Junior Data Analyst
7 875 (10.78%) Lead
8 797 (9.82%) Developer
9 753 (9.28%) Architect
10 664 (8.18%) Artificial Intelligence Engineer
11 442 (5.45%) Software Engineer
12 314 (3.87%) Consultant
13 307 (3.78%) Data Engineer
14 300 (3.70%) Solutions Architect
15 205 (2.53%) Python Engineer
16 201 (2.48%) .NET Developer
17 186 (2.29%) Data Scientist
18 164 (2.02%) Artificial Intelligence Architect
19 161 (1.98%) Senior Manager
20 160 (1.97%) Data Architect
Libraries, Frameworks & Software Standards
1 444 (5.47%) React
2 420 (5.17%) .NET
3 229 (2.82%) CSS
4 220 (2.71%) HTML
5 208 (2.56%) RESTful
6 202 (2.49%) Node.js
7 196 (2.41%) ASP.NET
8 194 (2.39%) REST
9 183 (2.25%) ASP.NET Core
9 183 (2.25%) LangChain
9 183 (2.25%) PyTorch
10 171 (2.11%) .NET Core
11 156 (1.92%) Kafka
12 154 (1.90%) ML.NET
13 136 (1.68%) TensorFlow
14 126 (1.55%) scikit-learn
15 124 (1.53%) FastAPI
16 119 (1.47%) Blazor
17 104 (1.28%) PySpark
18 98 (1.21%) AngularJS
Miscellaneous
1 547 (6.74%) Cloud Native
2 385 (4.74%) AI Agents
3 295 (3.63%) Social Media
4 290 (3.57%) Onboarding
5 250 (3.08%) Distributed Systems
6 242 (2.98%) Product Ownership
7 184 (2.27%) Algorithms
8 137 (1.69%) Robotics
9 134 (1.65%) Self-Motivation
10 133 (1.64%) Management Information System
11 124 (1.53%) Low-Code
12 121 (1.49%) Data Centre
13 98 (1.21%) Mobile App
14 89 (1.10%) Legacy Systems
15 83 (1.02%) Enterprise Software
16 82 (1.01%) Virtual Team
17 80 (0.99%) Greenfield Project
18 71 (0.87%) Data Structures
18 71 (0.87%) Security Posture
19 67 (0.83%) Public Cloud
Operating Systems
1 180 (2.22%) Windows
2 170 (2.09%) Linux
3 72 (0.89%) Android
4 58 (0.71%) Windows Server
5 53 (0.65%) Apple iOS
6 25 (0.31%) VMS
7 15 (0.18%) Mac OS
8 13 (0.16%) Unix
9 11 (0.14%) Ubuntu
10 5 (0.062%) Debian
10 5 (0.062%) Windows Server 2016
11 4 (0.049%) Kali Linux
12 3 (0.037%) Gentoo
12 3 (0.037%) Robot Operating System
12 3 (0.037%) Windows Server 2019
13 2 (0.025%) Embedded Linux
14 1 (0.012%) AIX
14 1 (0.012%) Alpine Linux
14 1 (0.012%) Red Hat Enterprise Linux
14 1 (0.012%) Windows 10
Processes & Methodologies
1 1,677 (20.66%) Machine Learning
2 1,624 (20.01%) Analytics
3 1,386 (17.08%) Business Intelligence
4 1,376 (16.95%) Agile
5 1,174 (14.46%) Roadmaps
6 1,087 (13.39%) CI/CD
7 1,055 (13.00%) Software Engineering
8 904 (11.14%) Problem-Solving
9 860 (10.60%) Decision-Making
10 852 (10.50%) LLM
11 833 (10.26%) Continuous Improvement
12 815 (10.04%) Mentoring
13 803 (9.89%) DevOps
14 694 (8.55%) Generative AI
15 664 (8.18%) Full-Stack Development
16 617 (7.60%) Data Science
17 532 (6.55%) Data Engineering
18 521 (6.42%) Artificial Intelligence Engineering
19 520 (6.41%) Stakeholder Management
20 489 (6.02%) Data Modelling
Programming Languages
1 2,987 (36.80%) Python
2 1,874 (23.09%) SQL
3 477 (5.88%) C#
4 469 (5.78%) JavaScript
5 359 (4.42%) TypeScript
6 332 (4.09%) Java
7 155 (1.91%) C++
8 122 (1.50%) PowerShell
9 101 (1.24%) Bash
10 94 (1.16%) Go
11 67 (0.83%) Bicep
12 61 (0.75%) PHP
13 59 (0.73%) C
14 50 (0.62%) Rust
15 44 (0.54%) R
16 40 (0.49%) Scala
17 38 (0.47%) Ruby
18 32 (0.39%) Kotlin
19 29 (0.36%) Data Analysis Expressions
20 27 (0.33%) Kusto Query Language
Qualifications
1 1,296 (15.97%) Azure Certification
2 790 (9.73%) Degree
3 468 (5.77%) Security Cleared
4 266 (3.28%) SC Cleared
5 196 (2.41%) Computer Science Degree
6 173 (2.13%) AWS Certification
7 143 (1.76%) Master's Degree
8 131 (1.61%) DV Cleared
9 93 (1.15%) PhD
10 89 (1.10%) ACCA
11 86 (1.06%) CISSP
12 75 (0.92%) DBS Check
13 67 (0.83%) CIMA
14 61 (0.75%) AWS Certified Cloud Practitioner
14 61 (0.75%) Microsoft Certification
15 60 (0.74%) AWS Certified Solutions Architect
16 48 (0.59%) CISM
17 41 (0.51%) Cisco Certification
18 32 (0.39%) Network+ Certification
19 29 (0.36%) A+ Certification
Quality Assurance & Compliance
1 417 (5.14%) Accessibility
2 382 (4.71%) Data Quality
3 241 (2.97%) QA
4 238 (2.93%) GDPR
5 114 (1.40%) ISO/IEC 27001
6 94 (1.16%) GRC
7 82 (1.01%) NIST
8 79 (0.97%) WCAG
9 58 (0.71%) SLA
10 52 (0.64%) California Consumer Privacy Act
11 38 (0.47%) Cyber Essentials
11 38 (0.47%) PMO
12 35 (0.43%) IFRS
13 30 (0.37%) PCI DSS
14 22 (0.27%) HIPAA
15 20 (0.25%) EU AI Act
15 20 (0.25%) SOC 2
16 18 (0.22%) Cyber Essentials PLUS
17 16 (0.20%) Sarbanes-Oxley
18 15 (0.18%) NCSC
System Software
1 425 (5.24%) Docker
2 134 (1.65%) Active Directory
3 99 (1.22%) Virtual Machines
4 31 (0.38%) VMware Infrastructure
5 22 (0.27%) Firmware
6 20 (0.25%) Virtual Desktop
7 19 (0.23%) vSphere
8 11 (0.14%) Embedded Firmware
9 10 (0.12%) Hyper-V
10 6 (0.074%) IAG
11 3 (0.037%) Kamailio
12 1 (0.012%) Apache Flume
12 1 (0.012%) VMware NSX
Systems Management
1 447 (5.51%) Kubernetes
2 354 (4.36%) Terraform
3 90 (1.11%) Microsoft Intune
4 60 (0.74%) Ansible
5 58 (0.71%) Grafana
6 48 (0.59%) Prometheus
7 21 (0.26%) Single Sign-On
8 17 (0.21%) Puppet
9 16 (0.20%) Argo
10 14 (0.17%) Kubeflow
11 10 (0.12%) Podman
12 8 (0.099%) Proxmox
13 7 (0.086%) Nagios
13 7 (0.086%) Progress Chef
14 6 (0.074%) SolarWinds Orion
15 5 (0.062%) Autotask
15 5 (0.062%) Control-M
15 5 (0.062%) Functional Safety
15 5 (0.062%) Hadoop YARN
16 4 (0.049%) vCenter Server
Vendors
1 2,173 (26.77%) Microsoft
2 345 (4.25%) Databricks
3 280 (3.45%) Google
4 263 (3.24%) Adobe
5 207 (2.55%) OpenAI
6 135 (1.66%) Dell
7 128 (1.58%) Salesforce
8 108 (1.33%) Cisco
9 105 (1.29%) Oracle
10 102 (1.26%) SAP
11 95 (1.17%) ServiceNow
12 84 (1.03%) Foundry
13 59 (0.73%) HubSpot
14 52 (0.64%) Apple
15 45 (0.55%) Informatica
16 41 (0.51%) VMware
17 40 (0.49%) Palantir
17 40 (0.49%) Sage
18 39 (0.48%) CrowdStrike
18 39 (0.48%) Palo Alto