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

6 months to
23 Jul 2026
Same period 2025 Same period 2024
Rank 7 13 46
Rank change year-on-year +6 +33 +63
Permanent jobs citing AI 8,463 4,922 4,231
As % of all permanent jobs in the UK 8.43% 10.02% 4.57%
As % of the Processes & Methodologies category 11.46% 11.15% 5.58%
Number of salaries quoted 4,654 1,546 1,899
10th Percentile £40,000 £25,313 £40,000
25th Percentile £51,250 £46,250 £53,250
Median annual salary (50th Percentile) £70,075 £66,296 £70,000
Median % change year-on-year +5.70% -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 £63,500 £62,500 £64,550
% change year-on-year +1.60% -3.18% -1.22%

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 73,858 44,154 75,761
As % of all permanent jobs advertised in the UK 73.61% 89.93% 81.83%
Number of salaries quoted 51,064 24,939 51,848
10th Percentile £30,500 £28,750 £30,000
25th Percentile £41,250 £37,599 £40,000
Median annual salary (50th Percentile) £60,000 £55,043 £55,000
Median % change year-on-year +9.01% +0.08% -8.71%
75th Percentile £78,750 £76,250 £73,750
90th Percentile £100,000 £97,528 £93,750
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 23 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 23 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 +8 7,550 £70,000 +3.70% 5,235
UK excluding London -5 4,990 £63,500 +1.60% 2,209
London +15 2,937 £85,000 -5.56% 3,473
Work from Home 0 2,691 £70,000 +5.90% 2,073
North of England +13 1,530 £67,249 +22.27% 586
South East -2 1,113 £60,000 +33.33% 715
Midlands -8 781 £57,000 -5.00% 255
North West +26 759 £70,000 +16.67% 367
South West +4 557 £62,500 +4.17% 223
Yorkshire +1 551 £65,000 +114.43% 169
East of England +22 509 £60,000 -9.37% 201
West Midlands -5 497 £60,000 - 163
East Midlands -18 283 £52,500 -16.00% 92
Scotland -5 237 £70,000 +7.69% 141
North East -1 220 £65,000 +106.35% 56
Wales +19 166 £65,000 +18.18% 56
Northern Ireland +7 126 £74,830 -14.48% 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
1 176 (2.08%) SharePoint
2 118 (1.39%) Apache Spark
3 115 (1.36%) Apache Airflow
4 77 (0.91%) CMS
5 76 (0.90%) Confluence
6 66 (0.78%) Apache
6 66 (0.78%) Jupyter
7 51 (0.60%) Microsoft Exchange
8 37 (0.44%) WordPress
9 30 (0.35%) SAS
10 25 (0.30%) ArcGIS
11 24 (0.28%) Palantir Foundry
12 9 (0.11%) Camunda
12 9 (0.11%) Sitecore CMS
13 7 (0.083%) Headless CMS
14 6 (0.071%) Adobe Experience Manager
15 5 (0.059%) Apache Pig
15 5 (0.059%) ColdFusion
15 5 (0.059%) Oracle Workflow
16 3 (0.035%) nginx
Applications
1 942 (11.13%) Microsoft Excel
2 133 (1.57%) Chatbot
3 71 (0.84%) Microsoft Office
4 48 (0.57%) Microsoft PowerPoint
5 44 (0.52%) UserZoom
6 24 (0.28%) MS Visio
7 21 (0.25%) Spreadsheet
8 18 (0.21%) Adobe After Effects
8 18 (0.21%) Adobe Creative Suite
9 17 (0.20%) Adobe Illustrator
9 17 (0.20%) Photoshop
10 13 (0.15%) InDesign
11 9 (0.11%) Simulink
12 8 (0.095%) LaTeX
13 6 (0.071%) Camtasia
14 5 (0.059%) Adobe Premiere
14 5 (0.059%) Microsoft Project
14 5 (0.059%) SPSS
15 4 (0.047%) CapCut
15 4 (0.047%) Sketch
Business Applications
1 68 (0.80%) Dynamics CRM
2 48 (0.57%) SAP S/4HANA
3 29 (0.34%) Dynamics GP
4 24 (0.28%) Cloudability
5 20 (0.24%) NetSuite
6 8 (0.095%) Payment Gateway
6 8 (0.095%) Sage 50
6 8 (0.095%) SAP MDG
7 6 (0.071%) Distributed Ledger
7 6 (0.071%) Relativity
8 5 (0.059%) Dynamics NAV
8 5 (0.059%) Elite 3E
8 5 (0.059%) Oracle ERP
9 4 (0.047%) Carpe Diem
9 4 (0.047%) Dynamics AX
9 4 (0.047%) Sage 200
9 4 (0.047%) Shopify
9 4 (0.047%) Workday HCM
10 3 (0.035%) Q-Pulse
10 3 (0.035%) Salesforce CRM
Cloud Services
1 2,897 (34.23%) Azure
2 1,496 (17.68%) Azure AI
3 1,433 (16.93%) Power Platform
4 1,413 (16.70%) AWS
5 601 (7.10%) SaaS
6 514 (6.07%) GCP
7 367 (4.34%) Microsoft 365
8 340 (4.02%) GitHub
9 293 (3.46%) Azure DevOps
10 273 (3.23%) Microsoft Copilot
11 256 (3.02%) Snowflake
12 255 (3.01%) Serverless
13 207 (2.45%) Cloud Computing
14 193 (2.28%) Anthropic Claude
15 189 (2.23%) Adobe Analytics
16 183 (2.16%) Entra ID
17 161 (1.90%) GitHub Copilot
18 156 (1.84%) Power Automate
19 141 (1.67%) Azure Synapse Analytics
20 130 (1.54%) Amazon S3
Communications & Networking
1 348 (4.11%) Broadband
2 104 (1.23%) Internet
3 86 (1.02%) Firewall
4 75 (0.89%) VPN
5 74 (0.87%) Network Security
6 53 (0.63%) DNS
7 33 (0.39%) WAN
8 27 (0.32%) VLAN
9 25 (0.30%) BGP
9 25 (0.30%) TCP/IP
10 20 (0.24%) VoIP
11 19 (0.22%) DHCP
12 18 (0.21%) MQTT
13 17 (0.20%) HTTP
13 17 (0.20%) OSPF
14 15 (0.18%) CTI
14 15 (0.18%) Wireless
15 13 (0.15%) VXLAN
16 11 (0.13%) Intranet
16 11 (0.13%) Wireshark
Database & Business Intelligence
1 1,205 (14.24%) Power BI
2 985 (11.64%) Tableau
3 276 (3.26%) MongoDB
4 234 (2.76%) Data Warehouse
5 217 (2.56%) SQL Server
6 194 (2.29%) Azure SQL Database
7 187 (2.21%) PostgreSQL
8 181 (2.14%) Data Lake
9 143 (1.69%) Metadata
10 129 (1.52%) NoSQL
11 108 (1.28%) Big Data
12 96 (1.13%) MySQL
13 91 (1.08%) Relational Database
14 81 (0.96%) BigQuery
15 70 (0.83%) Elasticsearch
16 56 (0.66%) Redis
17 55 (0.65%) Looker
18 51 (0.60%) Amazon Redshift
19 49 (0.58%) Amazon RDS
20 48 (0.57%) Semantic Layer
Development Applications
1 264 (3.12%) Git
2 128 (1.51%) Claude Code
3 115 (1.36%) JIRA
4 101 (1.19%) Jenkins
5 83 (0.98%) GitLab
6 64 (0.76%) Visual Studio Code
7 61 (0.72%) MLflow
8 39 (0.46%) Selenium
9 26 (0.31%) IBM UrbanCode
9 26 (0.31%) Postman
9 26 (0.31%) Snyk
10 24 (0.28%) JUnit
11 19 (0.22%) Maven
12 18 (0.21%) Cypress.io
13 13 (0.15%) Vite
14 12 (0.14%) SpecFlow
15 11 (0.13%) Cucumber
15 11 (0.13%) JMeter
15 11 (0.13%) Mockito
16 10 (0.12%) Spock
General
1 2,782 (32.87%) Social Skills
2 1,601 (18.92%) Finance
3 758 (8.96%) Analytical Skills
4 596 (7.04%) Marketing
5 530 (6.26%) Inclusion and Diversity
6 435 (5.14%) Legal
7 406 (4.80%) Public Sector
8 372 (4.40%) Games
9 362 (4.28%) Law
10 321 (3.79%) Retail
11 287 (3.39%) Banking
12 200 (2.36%) Manufacturing
13 181 (2.14%) Influencing Skills
14 164 (1.94%) Organisational Skills
15 111 (1.31%) Advertising
16 102 (1.21%) Presentation Skills
17 92 (1.09%) Financial Institution
18 83 (0.98%) Telecoms
19 80 (0.95%) Legal Technology
20 72 (0.85%) Automotive
Job Titles
1 1,359 (16.06%) Senior
2 1,178 (13.92%) Analyst
3 900 (10.63%) Lead
4 897 (10.60%) Data Analyst
5 871 (10.29%) Junior
6 842 (9.95%) Developer
7 832 (9.83%) Junior Analyst
8 827 (9.77%) Junior Data Analyst
9 808 (9.55%) Architect
10 675 (7.98%) Artificial Intelligence Engineer
11 489 (5.78%) Software Engineer
12 342 (4.04%) Consultant
13 325 (3.84%) Data Engineer
14 322 (3.80%) Solutions Architect
15 224 (2.65%) Python Engineer
16 203 (2.40%) .NET Developer
17 196 (2.32%) Senior Manager
18 194 (2.29%) Data Scientist
19 180 (2.13%) Artificial Intelligence Architect
20 176 (2.08%) Data Architect
Libraries, Frameworks & Software Standards
1 456 (5.39%) React
2 428 (5.06%) .NET
3 234 (2.76%) CSS
4 227 (2.68%) Node.js
5 226 (2.67%) HTML
6 213 (2.52%) RESTful
7 207 (2.45%) REST
8 198 (2.34%) ASP.NET
9 195 (2.30%) LangChain
10 184 (2.17%) ASP.NET Core
11 178 (2.10%) PyTorch
12 172 (2.03%) .NET Core
13 169 (2.00%) Kafka
14 154 (1.82%) ML.NET
15 132 (1.56%) TensorFlow
16 129 (1.52%) scikit-learn
17 123 (1.45%) FastAPI
18 120 (1.42%) Blazor
19 109 (1.29%) PySpark
20 107 (1.26%) Next.js
Miscellaneous
1 573 (6.77%) Cloud Native
2 439 (5.19%) AI Agents
3 323 (3.82%) Onboarding
4 300 (3.54%) Social Media
5 275 (3.25%) Distributed Systems
6 255 (3.01%) Product Ownership
7 200 (2.36%) Algorithms
8 149 (1.76%) Self-Motivation
9 142 (1.68%) Management Information System
10 137 (1.62%) Robotics
11 127 (1.50%) Low-Code
12 116 (1.37%) Data Centre
13 110 (1.30%) Blog
14 100 (1.18%) Mobile App
15 95 (1.12%) Enterprise Software
16 92 (1.09%) Legacy Systems
17 87 (1.03%) Greenfield Project
18 84 (0.99%) Virtual Team
19 75 (0.89%) Security Posture
20 74 (0.87%) IoT
Operating Systems
1 183 (2.16%) Windows
2 182 (2.15%) Linux
3 74 (0.87%) Android
4 57 (0.67%) Windows Server
5 50 (0.59%) Apple iOS
6 23 (0.27%) VMS
7 14 (0.17%) Mac OS
8 12 (0.14%) Unix
9 11 (0.13%) Ubuntu
10 5 (0.059%) Debian
10 5 (0.059%) Kali Linux
11 3 (0.035%) Embedded Linux
11 3 (0.035%) Gentoo
11 3 (0.035%) Windows Server 2016
11 3 (0.035%) Windows Server 2019
12 2 (0.024%) Robot Operating System
12 2 (0.024%) Windows 10
13 1 (0.012%) Alpine Linux
13 1 (0.012%) FreeRTOS
13 1 (0.012%) Red Hat Enterprise Linux
Processes & Methodologies
1 1,740 (20.56%) Machine Learning
2 1,726 (20.39%) Analytics
3 1,430 (16.90%) Agile
4 1,367 (16.15%) Business Intelligence
5 1,248 (14.75%) Roadmaps
6 1,152 (13.61%) CI/CD
7 1,135 (13.41%) Software Engineering
8 962 (11.37%) Problem-Solving
9 950 (11.23%) Decision-Making
10 946 (11.18%) Continuous Improvement
11 905 (10.69%) LLM
12 879 (10.39%) Mentoring
13 840 (9.93%) DevOps
14 714 (8.44%) Generative AI
15 680 (8.03%) Full-Stack Development
16 654 (7.73%) Data Science
17 575 (6.79%) Stakeholder Management
18 551 (6.51%) Data Engineering
19 525 (6.20%) Artificial Intelligence Engineering
20 518 (6.12%) Data Modelling
Programming Languages
1 3,022 (35.71%) Python
2 1,876 (22.17%) SQL
3 493 (5.83%) C#
4 485 (5.73%) JavaScript
5 380 (4.49%) TypeScript
6 353 (4.17%) Java
7 172 (2.03%) C++
8 126 (1.49%) PowerShell
9 102 (1.21%) Bash
10 90 (1.06%) Go
11 71 (0.84%) Bicep
12 63 (0.74%) PHP
13 61 (0.72%) C
14 48 (0.57%) Rust
15 45 (0.53%) R
15 45 (0.53%) Scala
16 41 (0.48%) Ruby
17 40 (0.47%) Kotlin
18 32 (0.38%) Data Analysis Expressions
19 27 (0.32%) Kusto Query Language
Qualifications
1 1,248 (14.75%) Azure Certification
2 838 (9.90%) Degree
3 497 (5.87%) Security Cleared
4 285 (3.37%) SC Cleared
5 213 (2.52%) Computer Science Degree
6 183 (2.16%) AWS Certification
7 150 (1.77%) Master's Degree
8 140 (1.65%) DV Cleared
9 116 (1.37%) CISSP
10 100 (1.18%) PhD
11 89 (1.05%) ACCA
12 80 (0.95%) CISM
13 72 (0.85%) DBS Check
14 69 (0.82%) CIMA
15 67 (0.79%) Microsoft Certification
16 65 (0.77%) AWS Certified Solutions Architect
17 63 (0.74%) AWS Certified Cloud Practitioner
18 57 (0.67%) Network+ Certification
19 56 (0.66%) A+ Certification
20 41 (0.48%) Cisco Certification
Quality Assurance & Compliance
1 432 (5.10%) Accessibility
2 400 (4.73%) Data Quality
3 261 (3.08%) QA
4 247 (2.92%) GDPR
5 120 (1.42%) ISO/IEC 27001
6 96 (1.13%) GRC
7 85 (1.00%) NIST
8 81 (0.96%) WCAG
9 65 (0.77%) SLA
10 52 (0.61%) California Consumer Privacy Act
11 40 (0.47%) Cyber Essentials
12 37 (0.44%) PMO
13 32 (0.38%) IFRS
14 31 (0.37%) PCI DSS
15 23 (0.27%) HIPAA
16 21 (0.25%) EU AI Act
16 21 (0.25%) SOC 2
17 20 (0.24%) Cyber Essentials PLUS
18 16 (0.19%) Sarbanes-Oxley
19 15 (0.18%) NCSC
System Software
1 452 (5.34%) Docker
2 153 (1.81%) Active Directory
3 98 (1.16%) Virtual Machines
4 32 (0.38%) VMware Infrastructure
5 22 (0.26%) Firmware
6 21 (0.25%) Virtual Desktop
7 17 (0.20%) vSphere
8 11 (0.13%) Embedded Firmware
9 10 (0.12%) Hyper-V
10 6 (0.071%) IAG
11 2 (0.024%) Kamailio
12 1 (0.012%) Apache Flume
12 1 (0.012%) Ceph
12 1 (0.012%) Slurm Workload Manager
12 1 (0.012%) VMware NSX
Systems Management
1 462 (5.46%) Kubernetes
2 370 (4.37%) Terraform
3 122 (1.44%) Microsoft Intune
4 63 (0.74%) Ansible
5 60 (0.71%) Grafana
6 51 (0.60%) Prometheus
7 21 (0.25%) Single Sign-On
8 20 (0.24%) Puppet
9 16 (0.19%) Argo
10 14 (0.17%) Kubeflow
11 11 (0.13%) Podman
11 11 (0.13%) Progress Chef
12 7 (0.083%) Nagios
13 6 (0.071%) Control-M
13 6 (0.071%) Hadoop YARN
13 6 (0.071%) Proxmox
14 5 (0.059%) Autotask
14 5 (0.059%) Functional Safety
14 5 (0.059%) Istio
15 4 (0.047%) SolarWinds Orion
Vendors
1 2,206 (26.07%) Microsoft
2 370 (4.37%) Databricks
3 285 (3.37%) Google
4 265 (3.13%) Adobe
5 224 (2.65%) OpenAI
6 130 (1.54%) Salesforce
7 129 (1.52%) Dell
8 111 (1.31%) SAP
9 110 (1.30%) Oracle
10 109 (1.29%) Cisco
11 99 (1.17%) ServiceNow
12 86 (1.02%) Foundry
13 61 (0.72%) HubSpot
14 58 (0.69%) CyberArk
15 53 (0.63%) Apple
16 46 (0.54%) Informatica
17 41 (0.48%) CrowdStrike
17 41 (0.48%) Facebook
18 40 (0.47%) Palo Alto
18 40 (0.47%) Sage