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

6 months to
2 Sep 2026
Same period 2025 Same period 2024
Rank 8 11 41
Rank change year-on-year +3 +30 +55
Permanent jobs citing AI 9,476 5,300 3,830
As % of all permanent jobs in the UK 8.61% 10.63% 4.71%
As % of the Processes & Methodologies category 11.78% 12.00% 5.82%
Number of salaries quoted 5,342 1,559 1,725
10th Percentile £41,250 £29,000 £41,250
25th Percentile £52,500 £46,250 £55,000
Median annual salary (50th Percentile) £72,500 £70,000 £72,500
Median % change year-on-year +3.57% -3.45% -3.33%
75th Percentile £95,000 £97,500 £93,750
90th Percentile £112,375 £120,000 £115,000
UK excluding London median annual salary £65,000 £57,500 £65,000
% change year-on-year +13.04% -11.54% -7.14%

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 80,408 44,155 65,787
As % of all permanent jobs advertised in the UK 73.09% 88.60% 80.85%
Number of salaries quoted 55,868 25,145 40,215
10th Percentile £31,250 £28,500 £31,250
25th Percentile £41,250 £36,250 £41,250
Median annual salary (50th Percentile) £60,000 £55,000 £56,075
Median % change year-on-year +9.09% -1.92% -6.54%
75th Percentile £78,750 £75,000 £75,000
90th Percentile £100,000 £96,250 £95,000
UK excluding London median annual salary £55,000 £47,500 £51,000
% change year-on-year +15.79% -6.86% -6.58%

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 2 September 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 2 September 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 +3 8,351 £72,500 +3.57% 15,468
UK excluding London -4 5,417 £65,000 +13.04% 6,104
London +11 3,435 £85,000 - 11,090
Work from Home 0 3,023 £70,000 +16.67% 6,659
North of England +3 1,609 £66,000 +14.78% 1,389
South East -7 1,195 £62,500 +19.05% 1,392
North West +19 879 £67,500 +12.50% 887
Midlands -9 825 £59,764 -0.39% 611
South West +9 625 £69,056 +25.56% 884
West Midlands -5 555 £61,358 +2.26% 374
East of England +32 529 £60,000 +9.09% 622
Yorkshire -9 469 £65,000 +36.84% 367
Scotland -7 281 £75,000 +15.38% 808
East Midlands -20 270 £52,500 -19.23% 236
North East -2 261 £65,000 +90.24% 143
Wales +7 221 £66,000 +20.00% 96
Northern Ireland +5 156 £74,830 -14.48% 351

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
1 255 (2.69%) SharePoint
2 117 (1.23%) Confluence
3 103 (1.09%) Apache Spark
4 100 (1.06%) Apache Airflow
5 82 (0.87%) CMS
6 72 (0.76%) Apache
7 71 (0.75%) Microsoft Exchange
8 38 (0.40%) WordPress
9 31 (0.33%) SAS
10 30 (0.32%) Palantir Foundry
11 17 (0.18%) Jupyter
12 12 (0.13%) Camunda
12 12 (0.13%) IIS
13 9 (0.095%) nginx
13 9 (0.095%) Sitecore CMS
14 8 (0.084%) OpenStack
15 7 (0.074%) Adobe Experience Manager
15 7 (0.074%) Headless CMS
15 7 (0.074%) Oracle SOA Suite
16 5 (0.053%) ColdFusion
Applications
1 717 (7.57%) Microsoft Excel
2 104 (1.10%) Chatbot
3 102 (1.08%) Microsoft Office
4 64 (0.68%) Microsoft PowerPoint
5 33 (0.35%) UserZoom
6 27 (0.28%) MS Visio
7 24 (0.25%) Adobe Creative Suite
8 19 (0.20%) Adobe After Effects
9 18 (0.19%) Adobe Illustrator
10 17 (0.18%) Spreadsheet
11 16 (0.17%) Photoshop
12 14 (0.15%) InDesign
13 12 (0.13%) Microsoft Project
14 10 (0.11%) Simulink
15 8 (0.084%) LaTeX
15 8 (0.084%) SPSS
16 6 (0.063%) Adobe Premiere
16 6 (0.063%) Trello
17 5 (0.053%) Camtasia
17 5 (0.053%) Moqups
Business Applications
1 111 (1.17%) Dynamics CRM
2 52 (0.55%) SAP S/4HANA
3 28 (0.30%) Dynamics GP
4 24 (0.25%) Cloudability
5 21 (0.22%) NetSuite
6 12 (0.13%) Payment Gateway
7 11 (0.12%) Shopify
8 8 (0.084%) Dynamics NAV
8 8 (0.084%) Elite 3E
8 8 (0.084%) Sage 50
8 8 (0.084%) SAP MDG
9 7 (0.074%) Carpe Diem
9 7 (0.074%) Distributed Ledger
10 5 (0.053%) Oracle ERP
10 5 (0.053%) Sage 200
10 5 (0.053%) Salesforce CRM
11 3 (0.032%) Dynamics AX
11 3 (0.032%) Magento
11 3 (0.032%) Oracle EBS
11 3 (0.032%) Primavera
Cloud Services
1 2,835 (29.92%) Azure
2 1,604 (16.93%) AWS
3 1,242 (13.11%) Power Platform
4 1,201 (12.67%) Azure AI
5 722 (7.62%) SaaS
6 664 (7.01%) GCP
7 476 (5.02%) Microsoft 365
8 451 (4.76%) GitHub
9 358 (3.78%) Microsoft Copilot
10 329 (3.47%) Azure DevOps
11 306 (3.23%) Snowflake
12 286 (3.02%) Anthropic Claude
13 283 (2.99%) Serverless
14 217 (2.29%) Entra ID
14 217 (2.29%) GitHub Copilot
14 217 (2.29%) Power Automate
15 159 (1.68%) Cloud Computing
16 153 (1.61%) Azure Synapse Analytics
17 144 (1.52%) PowerApps
18 137 (1.45%) dbt
Communications & Networking
1 236 (2.49%) Broadband
2 117 (1.23%) Internet
3 101 (1.07%) Firewall
4 96 (1.01%) Network Security
5 83 (0.88%) VPN
6 74 (0.78%) DNS
7 35 (0.37%) WAN
8 34 (0.36%) TCP/IP
9 29 (0.31%) BGP
10 28 (0.30%) VLAN
11 26 (0.27%) DHCP
12 21 (0.22%) HTTP
13 20 (0.21%) OSPF
13 20 (0.21%) Wireless
14 19 (0.20%) LAN
14 19 (0.20%) MQTT
15 18 (0.19%) VoIP
16 15 (0.16%) SMS
17 14 (0.15%) CTI
18 13 (0.14%) Wi-Fi
Database & Business Intelligence
1 970 (10.24%) Power BI
2 651 (6.87%) Tableau
3 279 (2.94%) MongoDB
4 258 (2.72%) Data Warehouse
5 236 (2.49%) SQL Server
6 224 (2.36%) PostgreSQL
7 206 (2.17%) Data Lake
8 205 (2.16%) Azure SQL Database
9 182 (1.92%) Metadata
10 163 (1.72%) NoSQL
11 125 (1.32%) Big Data
12 117 (1.23%) Relational Database
13 96 (1.01%) MySQL
14 87 (0.92%) BigQuery
15 62 (0.65%) Elasticsearch
16 61 (0.64%) Redis
17 60 (0.63%) Semantic Layer
18 59 (0.62%) DynamoDB
19 58 (0.61%) Delta Lake
19 58 (0.61%) Star Schema
Development Applications
1 317 (3.35%) Git
2 181 (1.91%) JIRA
3 168 (1.77%) Claude Code
4 128 (1.35%) Jenkins
5 103 (1.09%) GitLab
6 62 (0.65%) MLflow
7 41 (0.43%) Selenium
8 36 (0.38%) JUnit
9 34 (0.36%) Maven
10 31 (0.33%) Postman
11 30 (0.32%) Cypress.io
12 27 (0.28%) Snyk
13 19 (0.20%) Visual Studio Code
14 17 (0.18%) Mockito
15 16 (0.17%) Cucumber
16 14 (0.15%) Gatling
16 14 (0.15%) Spock
17 13 (0.14%) JMeter
17 13 (0.14%) Vite
18 10 (0.11%) REST Assured
General
1 2,944 (31.07%) Social Skills
2 2,100 (22.16%) Finance
3 1,047 (11.05%) Analytical Skills
4 792 (8.36%) Marketing
5 747 (7.88%) Inclusion and Diversity
6 559 (5.90%) Legal
7 527 (5.56%) Public Sector
8 500 (5.28%) Law
9 405 (4.27%) Banking
10 331 (3.49%) Retail
11 259 (2.73%) Influencing Skills
12 256 (2.70%) Games
13 232 (2.45%) Organisational Skills
14 212 (2.24%) Manufacturing
15 138 (1.46%) Presentation Skills
16 136 (1.44%) Financial Institution
17 112 (1.18%) Advertising
18 102 (1.08%) Telecoms
19 87 (0.92%) Legal Technology
20 72 (0.76%) Aerospace
Job Titles
1 1,683 (17.76%) Senior
2 1,031 (10.88%) Lead
3 989 (10.44%) Architect
4 917 (9.68%) Developer
5 915 (9.66%) Analyst
6 771 (8.14%) Artificial Intelligence Engineer
7 625 (6.60%) Software Engineer
8 575 (6.07%) Data Analyst
9 565 (5.96%) Junior
10 503 (5.31%) Junior Analyst
11 497 (5.24%) Junior Data Analyst
12 401 (4.23%) Solutions Architect
13 388 (4.09%) Data Engineer
14 375 (3.96%) Consultant
15 258 (2.72%) Senior Manager
16 240 (2.53%) Data Scientist
17 235 (2.48%) Python Engineer
18 224 (2.36%) Artificial Intelligence Architect
19 209 (2.21%) .NET Developer
20 207 (2.18%) Data Architect
Libraries, Frameworks & Software Standards
1 522 (5.51%) React
2 460 (4.85%) .NET
3 446 (4.71%) Terraform
4 288 (3.04%) REST
5 266 (2.81%) Node.js
6 251 (2.65%) LangChain
7 237 (2.50%) CSS
8 235 (2.48%) HTML
9 212 (2.24%) RESTful
10 206 (2.17%) ASP.NET
11 189 (1.99%) Kafka
12 187 (1.97%) ASP.NET Core
13 182 (1.92%) .NET Core
14 175 (1.85%) PyTorch
15 156 (1.65%) ML.NET
16 145 (1.53%) TensorFlow
17 134 (1.41%) Next.js
18 129 (1.36%) LangGraph
19 128 (1.35%) Blazor
20 119 (1.26%) Spring
Miscellaneous
1 701 (7.40%) Cloud Native
2 664 (7.01%) AI Agents
3 415 (4.38%) Onboarding
4 314 (3.31%) Distributed Systems
5 312 (3.29%) Product Ownership
6 233 (2.46%) Social Media
7 194 (2.05%) Blog
8 192 (2.03%) Self-Motivation
9 190 (2.01%) Management Information System
10 170 (1.79%) Algorithms
11 149 (1.57%) Enterprise Software
12 146 (1.54%) Low-Code
13 144 (1.52%) Robotics
14 130 (1.37%) Data Centre
15 111 (1.17%) Marketing Technology
16 106 (1.12%) Cyber Threat
17 104 (1.10%) Legacy Systems
18 97 (1.02%) Greenfield Project
19 91 (0.96%) Virtual Team
20 85 (0.90%) Mobile App
Operating Systems
1 234 (2.47%) Windows
2 226 (2.38%) Linux
3 69 (0.73%) Windows Server
4 56 (0.59%) Android
5 36 (0.38%) Apple iOS
6 25 (0.26%) VMS
7 19 (0.20%) Unix
8 18 (0.19%) Ubuntu
9 16 (0.17%) Mac OS
10 9 (0.095%) Debian
11 7 (0.074%) Red Hat Enterprise Linux
12 6 (0.063%) Embedded Linux
12 6 (0.063%) Windows 10
13 5 (0.053%) Kali Linux
13 5 (0.053%) Windows Server 2019
14 3 (0.032%) CentOS
14 3 (0.032%) Gentoo
14 3 (0.032%) Solaris
15 2 (0.021%) Robot Operating System
16 1 (0.011%) Windows Server 2016
Processes & Methodologies
1 2,034 (21.46%) Machine Learning
2 1,910 (20.16%) Analytics
3 1,623 (17.13%) Agile
4 1,435 (15.14%) Software Engineering
5 1,344 (14.18%) Roadmaps
6 1,340 (14.14%) CI/CD
7 1,252 (13.21%) Continuous Improvement
8 1,213 (12.80%) Problem-Solving
9 1,195 (12.61%) Business Intelligence
10 1,140 (12.03%) Decision-Making
11 1,084 (11.44%) LLM
12 1,006 (10.62%) Mentoring
13 964 (10.17%) DevOps
14 898 (9.48%) Stakeholder Management
15 867 (9.15%) Generative AI
16 801 (8.45%) Data Science
17 741 (7.82%) Full-Stack Development
18 654 (6.90%) Cybersecurity
19 620 (6.54%) Data Engineering
20 611 (6.45%) Data Modelling
Programming Languages
1 2,851 (30.09%) Python
2 1,788 (18.87%) SQL
3 553 (5.84%) JavaScript
4 544 (5.74%) C#
5 461 (4.86%) TypeScript
6 421 (4.44%) Java
7 193 (2.04%) C++
8 158 (1.67%) PowerShell
9 113 (1.19%) Go
10 107 (1.13%) Bash
11 76 (0.80%) Bicep
12 70 (0.74%) C
13 65 (0.69%) Scala
14 64 (0.68%) PHP
14 64 (0.68%) R
15 59 (0.62%) Rust
16 48 (0.51%) Ruby
17 43 (0.45%) Data Analysis Expressions
17 43 (0.45%) Kotlin
18 28 (0.30%) Kusto Query Language
Qualifications
1 1,038 (10.95%) Degree
2 950 (10.03%) Azure Certification
3 678 (7.15%) Security Cleared
4 381 (4.02%) SC Cleared
5 278 (2.93%) Computer Science Degree
6 216 (2.28%) Master's Degree
7 201 (2.12%) DV Cleared
8 160 (1.69%) AWS Certification
9 142 (1.50%) CISSP
10 120 (1.27%) PhD
11 103 (1.09%) CISM
12 100 (1.06%) Microsoft Certification
13 99 (1.04%) ACCA
14 82 (0.87%) CIMA
15 72 (0.76%) AWS Certified Solutions Architect
16 68 (0.72%) DBS Check
17 65 (0.69%) A+ Certification
18 63 (0.66%) Network+ Certification
19 50 (0.53%) BPSS Clearance
20 49 (0.52%) MBA
Quality Assurance & Compliance
1 518 (5.47%) Data Quality
2 354 (3.74%) Accessibility
3 325 (3.43%) QA
4 270 (2.85%) GDPR
5 165 (1.74%) ISO/IEC 27001
6 119 (1.26%) GRC
7 117 (1.23%) NIST
8 82 (0.87%) SLA
9 65 (0.69%) WCAG
10 58 (0.61%) Cyber Essentials
11 40 (0.42%) PMO
12 36 (0.38%) California Consumer Privacy Act
13 35 (0.37%) NCSC
14 31 (0.33%) Cyber Essentials PLUS
15 30 (0.32%) IFRS
16 29 (0.31%) PCI DSS
17 24 (0.25%) Actionable Recommendations
18 22 (0.23%) ISO/IEC 42001
19 21 (0.22%) EU AI Act
20 19 (0.20%) SOC 2
System Software
1 536 (5.66%) Docker
2 167 (1.76%) Active Directory
3 98 (1.03%) Virtual Machines
4 57 (0.60%) VMware Infrastructure
5 26 (0.27%) Firmware
6 23 (0.24%) Hyper-V
7 22 (0.23%) Virtual Desktop
8 19 (0.20%) vSphere
9 12 (0.13%) Embedded Firmware
10 8 (0.084%) Ceph
11 6 (0.063%) IAG
12 4 (0.042%) VMware ESXi
12 4 (0.042%) VMware NSX
13 2 (0.021%) Lustre
13 2 (0.021%) ProxySG
13 2 (0.021%) Slurm Workload Manager
14 1 (0.011%) Apache Flume
Systems Management
1 560 (5.91%) Kubernetes
2 149 (1.57%) Microsoft Intune
3 83 (0.88%) Ansible
4 79 (0.83%) Grafana
5 61 (0.64%) Prometheus
6 28 (0.30%) Puppet
7 21 (0.22%) Single Sign-On
8 20 (0.21%) Argo
9 19 (0.20%) Kubeflow
10 17 (0.18%) Podman
11 14 (0.15%) Progress Chef
12 12 (0.13%) Istio
13 7 (0.074%) Check_MK
13 7 (0.074%) Nagios
13 7 (0.074%) Nessus
13 7 (0.074%) Proxmox
14 6 (0.063%) Hadoop YARN
14 6 (0.063%) SCCM
15 5 (0.053%) Microsoft Clustering
15 5 (0.053%) Packer
Vendors
1 2,142 (22.60%) Microsoft
2 459 (4.84%) Databricks
3 431 (4.55%) Google
4 280 (2.95%) OpenAI
5 204 (2.15%) Adobe
6 174 (1.84%) Salesforce
7 127 (1.34%) SAP
8 119 (1.26%) Cisco
9 106 (1.12%) Oracle
10 103 (1.09%) Dell
11 102 (1.08%) ServiceNow
12 99 (1.04%) Foundry
13 79 (0.83%) HubSpot
13 79 (0.83%) YouTube
14 69 (0.73%) Apple
15 67 (0.71%) VMware
16 62 (0.65%) CyberArk
16 62 (0.65%) Facebook
17 47 (0.50%) Palo Alto
18 44 (0.46%) Sage