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

6 months to
24 Sep 2026
Same period 2025 Same period 2024
Rank 8 10 45
Rank change year-on-year +2 +35 +44
Permanent jobs citing AI 10,071 5,597 3,280
As % of all permanent jobs in the UK 8.61% 11.36% 4.29%
As % of the Processes & Methodologies category 11.78% 12.80% 5.26%
Number of salaries quoted 5,737 1,600 1,550
10th Percentile £41,250 £34,250 £41,250
25th Percentile £52,500 £49,750 £55,000
Median annual salary (50th Percentile) £74,830 £70,000 £75,000
Median % change year-on-year +6.90% -6.67% -
75th Percentile £95,000 £97,500 £93,750
90th Percentile £110,000 £120,000 £115,000
UK excluding London median annual salary £65,000 £60,000 £65,000
% change year-on-year +8.33% -7.69% -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 85,482 43,719 62,334
As % of all permanent jobs advertised in the UK 73.07% 88.75% 81.46%
Number of salaries quoted 58,986 24,656 34,489
10th Percentile £31,250 £28,500 £32,500
25th Percentile £41,750 £36,250 £42,500
Median annual salary (50th Percentile) £60,000 £55,000 £57,500
Median % change year-on-year +9.09% -4.35% -4.17%
75th Percentile £80,000 £75,000 £77,500
90th Percentile £100,000 £96,250 £95,000
UK excluding London median annual salary £55,000 £47,500 £52,500
% change year-on-year +15.79% -9.52% -2.78%

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 24 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 24 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 +2 8,828 £74,830 +6.90% 18,671
UK excluding London -7 5,647 £65,000 +8.33% 7,319
London +9 3,725 £85,000 +6.25% 12,715
Work from Home -1 3,216 £71,000 +9.23% 7,194
North of England -3 1,671 £66,874 +11.46% 1,824
South East -7 1,281 £62,500 +19.05% 1,758
North West +16 967 £67,500 +3.85% 1,126
Midlands -10 844 £62,000 +3.33% 808
South West 0 658 £69,973 +16.62% 895
West Midlands -8 575 £62,500 +4.99% 552
East of England +20 510 £60,100 +1.43% 690
Yorkshire -9 446 £65,000 -15.58% 519
Scotland -7 305 £85,000 +25.93% 856
East Midlands -21 269 £52,500 -19.23% 256
North East -5 258 £65,750 +92.43% 184
Wales +2 245 £66,000 +20.00% 141
Northern Ireland +8 155 £74,830 -3.45% 390

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
1 293 (2.91%) SharePoint
2 134 (1.33%) Confluence
3 90 (0.89%) CMS
4 84 (0.83%) Apache Spark
5 82 (0.81%) Microsoft Exchange
6 75 (0.74%) Apache
7 74 (0.73%) Apache Airflow
8 41 (0.41%) WordPress
9 33 (0.33%) SAS
10 23 (0.23%) Palantir Foundry
11 14 (0.14%) IIS
11 14 (0.14%) Jupyter
12 12 (0.12%) Camunda
13 11 (0.11%) nginx
14 10 (0.099%) Adobe Experience Manager
14 10 (0.099%) Headless CMS
15 9 (0.089%) Sitecore CMS
16 8 (0.079%) OpenStack
17 7 (0.070%) Oracle SOA Suite
18 6 (0.060%) Oracle Workflow
Applications
1 616 (6.12%) Microsoft Excel
2 132 (1.31%) Microsoft Office
3 98 (0.97%) Chatbot
4 78 (0.77%) Microsoft PowerPoint
5 36 (0.36%) MS Visio
6 28 (0.28%) Adobe Creative Suite
7 25 (0.25%) UserZoom
8 21 (0.21%) Spreadsheet
9 19 (0.19%) Adobe Illustrator
10 18 (0.18%) Photoshop
11 17 (0.17%) Adobe After Effects
12 14 (0.14%) InDesign
12 14 (0.14%) Microsoft Project
13 13 (0.13%) Simulink
14 8 (0.079%) LaTeX
14 8 (0.079%) SPSS
14 8 (0.079%) Trello
15 7 (0.070%) Moqups
16 6 (0.060%) Adobe XD
17 5 (0.050%) Sketch
Business Applications
1 131 (1.30%) Dynamics CRM
2 59 (0.59%) SAP S/4HANA
3 28 (0.28%) Dynamics GP
4 24 (0.24%) Cloudability
5 22 (0.22%) NetSuite
6 16 (0.16%) Shopify
7 12 (0.12%) Payment Gateway
8 10 (0.099%) Distributed Ledger
8 10 (0.099%) Elite 3E
9 8 (0.079%) Carpe Diem
9 8 (0.079%) Dynamics NAV
9 8 (0.079%) Sage 50
9 8 (0.079%) Salesforce CRM
9 8 (0.079%) SAP MDG
10 6 (0.060%) Dynamics AX
10 6 (0.060%) Oracle Procure-to-Pay
11 5 (0.050%) Sage 200
12 4 (0.040%) Eloqua
12 4 (0.040%) Magento
12 4 (0.040%) SAP BPC
Cloud Services
1 2,778 (27.58%) Azure
2 1,686 (16.74%) AWS
3 1,159 (11.51%) Power Platform
4 1,033 (10.26%) Azure AI
5 795 (7.89%) SaaS
6 698 (6.93%) GCP
7 552 (5.48%) Microsoft 365
8 499 (4.95%) GitHub
9 425 (4.22%) Microsoft Copilot
10 354 (3.52%) Azure DevOps
11 308 (3.06%) Anthropic Claude
11 308 (3.06%) Serverless
12 287 (2.85%) Snowflake
13 255 (2.53%) Power Automate
14 228 (2.26%) GitHub Copilot
15 227 (2.25%) Entra ID
16 167 (1.66%) PowerApps
17 160 (1.59%) Copilot Studio
18 147 (1.46%) Cloud Computing
19 146 (1.45%) Microsoft Purview
Communications & Networking
1 144 (1.43%) Broadband
2 136 (1.35%) Internet
3 114 (1.13%) Firewall
4 103 (1.02%) Network Security
5 94 (0.93%) VPN
6 80 (0.79%) DNS
7 39 (0.39%) WAN
8 38 (0.38%) TCP/IP
9 32 (0.32%) 5G
10 30 (0.30%) DHCP
11 29 (0.29%) BGP
11 29 (0.29%) VLAN
12 25 (0.25%) HTTP
12 25 (0.25%) Wireless
13 23 (0.23%) LAN
14 20 (0.20%) MQTT
14 20 (0.20%) OSPF
14 20 (0.20%) SMS
15 19 (0.19%) VoIP
16 14 (0.14%) CTI
Database & Business Intelligence
1 857 (8.51%) Power BI
2 468 (4.65%) Tableau
3 269 (2.67%) MongoDB
4 259 (2.57%) SQL Server
5 242 (2.40%) PostgreSQL
6 221 (2.19%) Data Warehouse
7 208 (2.07%) Metadata
8 204 (2.03%) Azure SQL Database
9 171 (1.70%) NoSQL
10 168 (1.67%) Data Lake
11 136 (1.35%) Big Data
12 129 (1.28%) Relational Database
13 103 (1.02%) MySQL
14 74 (0.73%) BigQuery
15 68 (0.68%) Redis
16 63 (0.63%) DynamoDB
16 63 (0.63%) Semantic Layer
17 61 (0.61%) Star Schema
18 60 (0.60%) Delta Lake
19 59 (0.59%) Amazon RDS
Development Applications
1 350 (3.48%) Git
2 219 (2.17%) JIRA
3 194 (1.93%) Claude Code
4 131 (1.30%) Jenkins
5 117 (1.16%) GitLab
6 46 (0.46%) MLflow
7 38 (0.38%) Selenium
8 36 (0.36%) JUnit
9 35 (0.35%) Maven
10 33 (0.33%) Postman
11 30 (0.30%) Cypress.io
12 27 (0.27%) Snyk
13 19 (0.19%) Cucumber
14 17 (0.17%) Mockito
14 17 (0.17%) Visual Studio Code
15 15 (0.15%) Vite
16 14 (0.14%) Spock
16 14 (0.14%) TeamCity
17 13 (0.13%) Gatling
18 11 (0.11%) Storybook
General
1 3,041 (30.20%) Social Skills
2 2,393 (23.76%) Finance
3 1,155 (11.47%) Analytical Skills
4 943 (9.36%) Marketing
5 801 (7.95%) Inclusion and Diversity
6 602 (5.98%) Legal
7 600 (5.96%) Public Sector
8 526 (5.22%) Law
9 483 (4.80%) Banking
10 380 (3.77%) Retail
11 312 (3.10%) Influencing Skills
12 267 (2.65%) Organisational Skills
13 253 (2.51%) Manufacturing
14 186 (1.85%) Games
15 154 (1.53%) Financial Institution
16 145 (1.44%) Presentation Skills
17 136 (1.35%) Advertising
18 128 (1.27%) Telecoms
19 92 (0.91%) Legal Technology
20 88 (0.87%) Aerospace
Job Titles
1 1,902 (18.89%) Senior
2 1,083 (10.75%) Lead
3 1,042 (10.35%) Architect
4 980 (9.73%) Developer
5 835 (8.29%) Artificial Intelligence Engineer
6 792 (7.86%) Analyst
7 727 (7.22%) Software Engineer
8 420 (4.17%) Data Analyst
9 408 (4.05%) Data Engineer
10 406 (4.03%) Solutions Architect
11 401 (3.98%) Consultant
12 399 (3.96%) Junior
13 338 (3.36%) Junior Analyst
14 331 (3.29%) Junior Data Analyst
15 319 (3.17%) Senior Manager
16 260 (2.58%) Data Scientist
17 259 (2.57%) Python Engineer
18 239 (2.37%) Artificial Intelligence Architect
19 217 (2.15%) Senior Developer
20 208 (2.07%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 553 (5.49%) React
2 494 (4.91%) Terraform
3 493 (4.90%) .NET
4 333 (3.31%) REST
5 277 (2.75%) Node.js
6 240 (2.38%) HTML
6 240 (2.38%) LangChain
7 237 (2.35%) CSS
8 211 (2.10%) RESTful
9 198 (1.97%) ASP.NET
10 178 (1.77%) ASP.NET Core
11 175 (1.74%) .NET Core
11 175 (1.74%) Kafka
12 153 (1.52%) PyTorch
13 148 (1.47%) ML.NET
14 139 (1.38%) Next.js
15 137 (1.36%) Spring
16 134 (1.33%) LangGraph
17 129 (1.28%) TensorFlow
18 122 (1.21%) PySpark
Miscellaneous
1 771 (7.66%) AI Agents
2 722 (7.17%) Cloud Native
3 468 (4.65%) Onboarding
4 349 (3.47%) Distributed Systems
5 333 (3.31%) Product Ownership
6 258 (2.56%) Management Information System
7 206 (2.05%) Self-Motivation
8 199 (1.98%) Blog
9 198 (1.97%) Social Media
10 180 (1.79%) Algorithms
11 179 (1.78%) Enterprise Software
12 153 (1.52%) Low-Code
12 153 (1.52%) Robotics
13 137 (1.36%) Marketing Technology
14 133 (1.32%) Cyber Threat
15 130 (1.29%) Data Centre
16 105 (1.04%) Greenfield Project
17 103 (1.02%) Legacy Systems
18 98 (0.97%) IoT
19 95 (0.94%) Mobile App
Operating Systems
1 254 (2.52%) Linux
2 252 (2.50%) Windows
3 72 (0.71%) Windows Server
4 54 (0.54%) Android
5 36 (0.36%) Apple iOS
6 26 (0.26%) Unix
7 25 (0.25%) VMS
8 22 (0.22%) Mac OS
8 22 (0.22%) Ubuntu
9 11 (0.11%) Debian
10 10 (0.099%) Embedded Linux
11 9 (0.089%) Windows 10
12 8 (0.079%) Red Hat Enterprise Linux
13 6 (0.060%) CentOS
13 6 (0.060%) Kali Linux
14 5 (0.050%) Solaris
14 5 (0.050%) Windows Server 2019
15 3 (0.030%) AIX
15 3 (0.030%) Robot Operating System
15 3 (0.030%) Rocky
Processes & Methodologies
1 2,064 (20.49%) Machine Learning
2 1,956 (19.42%) Analytics
3 1,623 (16.12%) Agile
4 1,587 (15.76%) Software Engineering
5 1,431 (14.21%) CI/CD
6 1,429 (14.19%) Continuous Improvement
7 1,357 (13.47%) Roadmaps
8 1,341 (13.32%) Problem-Solving
9 1,237 (12.28%) Decision-Making
10 1,137 (11.29%) LLM
11 1,115 (11.07%) Stakeholder Management
12 1,091 (10.83%) Business Intelligence
13 1,080 (10.72%) Mentoring
14 1,036 (10.29%) DevOps
15 915 (9.09%) Generative AI
16 821 (8.15%) Data Science
17 761 (7.56%) Full-Stack Development
18 729 (7.24%) Cybersecurity
19 657 (6.52%) Stakeholder Engagement
20 639 (6.34%) Coaching
Programming Languages
1 2,781 (27.61%) Python
2 1,692 (16.80%) SQL
3 597 (5.93%) C#
4 591 (5.87%) JavaScript
5 523 (5.19%) TypeScript
6 457 (4.54%) Java
7 214 (2.12%) C++
8 176 (1.75%) PowerShell
9 121 (1.20%) Bash
10 119 (1.18%) Go
11 74 (0.73%) C
11 74 (0.73%) R
12 73 (0.72%) PHP
13 71 (0.70%) Bicep
14 68 (0.68%) Scala
15 66 (0.66%) Rust
16 51 (0.51%) Ruby
17 45 (0.45%) Data Analysis Expressions
18 37 (0.37%) Kotlin
19 29 (0.29%) Kusto Query Language
Qualifications
1 1,081 (10.73%) Degree
2 803 (7.97%) Security Cleared
3 801 (7.95%) Azure Certification
4 464 (4.61%) SC Cleared
5 301 (2.99%) Computer Science Degree
6 217 (2.15%) Master's Degree
7 207 (2.06%) DV Cleared
8 175 (1.74%) AWS Certification
9 166 (1.65%) CISSP
10 139 (1.38%) ACCA
11 129 (1.28%) Microsoft Certification
12 124 (1.23%) PhD
13 120 (1.19%) CIMA
13 120 (1.19%) CISM
14 100 (0.99%) DBS Check
15 77 (0.76%) AWS Certified Solutions Architect
16 67 (0.67%) A+ Certification
17 66 (0.66%) Network+ Certification
18 61 (0.61%) BPSS Clearance
19 57 (0.57%) MBA
Quality Assurance & Compliance
1 600 (5.96%) Data Quality
2 345 (3.43%) QA
3 334 (3.32%) Accessibility
4 299 (2.97%) GDPR
5 196 (1.95%) ISO/IEC 27001
6 138 (1.37%) NIST
7 123 (1.22%) GRC
8 90 (0.89%) SLA
9 66 (0.66%) Cyber Essentials
10 58 (0.58%) WCAG
11 46 (0.46%) NCSC
12 43 (0.43%) PMO
13 36 (0.36%) PCI DSS
14 34 (0.34%) Cyber Essentials PLUS
15 30 (0.30%) Actionable Recommendations
16 29 (0.29%) IFRS
17 26 (0.26%) ISO/IEC 42001
18 23 (0.23%) EU AI Act
18 23 (0.23%) NIST 800
19 19 (0.19%) SOC 2
System Software
1 556 (5.52%) Docker
2 172 (1.71%) Active Directory
3 84 (0.83%) Virtual Machines
4 68 (0.68%) VMware Infrastructure
5 26 (0.26%) Hyper-V
6 25 (0.25%) Firmware
7 24 (0.24%) Virtual Desktop
8 21 (0.21%) vSphere
9 12 (0.12%) Embedded Firmware
10 8 (0.079%) Ceph
11 6 (0.060%) IAG
12 5 (0.050%) VMware ESXi
13 4 (0.040%) Slurm Workload Manager
13 4 (0.040%) VMware NSX
14 2 (0.020%) Lustre
14 2 (0.020%) ProxySG
15 1 (0.010%) HDFS
15 1 (0.010%) KVM
15 1 (0.010%) Snort
15 1 (0.010%) VMware Workstation
Systems Management
1 596 (5.92%) Kubernetes
2 153 (1.52%) Microsoft Intune
3 97 (0.96%) Grafana
4 91 (0.90%) Ansible
5 72 (0.71%) Prometheus
6 33 (0.33%) Puppet
7 26 (0.26%) Argo
8 23 (0.23%) Single Sign-On
9 18 (0.18%) Podman
10 16 (0.16%) Kubeflow
10 16 (0.16%) Progress Chef
11 12 (0.12%) Istio
12 8 (0.079%) Nessus
12 8 (0.079%) Proxmox
13 7 (0.070%) Check_MK
13 7 (0.070%) Nagios
14 6 (0.060%) CASB
14 6 (0.060%) Hadoop YARN
14 6 (0.060%) SCCM
15 5 (0.050%) Autotask
Vendors
1 2,171 (21.56%) Microsoft
2 531 (5.27%) Google
3 429 (4.26%) Databricks
4 283 (2.81%) OpenAI
5 216 (2.14%) Salesforce
6 156 (1.55%) Adobe
7 153 (1.52%) SAP
8 130 (1.29%) Cisco
8 130 (1.29%) Oracle
9 119 (1.18%) YouTube
10 118 (1.17%) ServiceNow
11 99 (0.98%) Foundry
12 90 (0.89%) HubSpot
13 81 (0.80%) VMware
14 75 (0.74%) Apple
15 62 (0.62%) Facebook
16 61 (0.61%) CyberArk
16 61 (0.61%) Dell
17 57 (0.57%) Sage
18 52 (0.52%) Workday