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

6 months to
2 Aug 2026
Same period 2025 Same period 2024
Rank 7 13 43
Rank change year-on-year +6 +30 +61
Permanent jobs citing AI 8,935 4,958 4,028
As % of all permanent jobs in the UK 8.63% 9.99% 4.81%
As % of the Processes & Methodologies category 11.71% 11.16% 5.93%
Number of salaries quoted 4,913 1,563 1,764
10th Percentile £40,000 £25,313 £40,375
25th Percentile £51,250 £45,750 £54,000
Median annual salary (50th Percentile) £71,121 £67,500 £71,991
Median % change year-on-year +5.36% -6.24% -4.01%
75th Percentile £95,000 £97,500 £95,000
90th Percentile £110,000 £117,500 £115,000
UK excluding London median annual salary £65,000 £60,000 £65,000
% change year-on-year +8.33% -7.69% -6.40%

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 76,271 44,428 67,881
As % of all permanent jobs advertised in the UK 73.70% 89.49% 81.01%
Number of salaries quoted 52,568 25,332 44,788
10th Percentile £30,750 £28,500 £31,199
25th Percentile £41,250 £37,500 £41,000
Median annual salary (50th Percentile) £60,000 £55,000 £55,000
Median % change year-on-year +9.09% - -8.33%
75th Percentile £78,750 £76,250 £75,000
90th Percentile £100,000 £97,500 £95,000
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 2 August 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 August 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 7,956 £70,752 +1.07% 6,822
UK excluding London -4 5,210 £65,000 +8.33% 3,001
London +15 3,155 £85,000 -5.56% 4,478
Work from Home 0 2,829 £70,000 +16.67% 2,926
North of England +13 1,579 £65,500 +19.09% 724
South East -1 1,167 £60,000 +41.18% 875
Midlands -9 814 £56,850 -5.25% 338
North West +24 793 £68,750 +14.58% 468
South West +2 591 £62,500 +8.70% 334
Yorkshire 0 547 £65,000 +79.31% 178
West Midlands -5 528 £60,000 - 240
East of England +28 523 £60,000 -9.37% 284
East Midlands -17 285 £52,500 -16.00% 98
Scotland 0 255 £70,000 +7.69% 257
North East +1 239 £65,000 +126.74% 83
Wales +18 180 £65,000 +18.18% 141
Northern Ireland +2 128 £74,830 -14.48% 85

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
1 196 (2.19%) SharePoint
2 127 (1.42%) Apache Spark
3 124 (1.39%) Apache Airflow
4 89 (1.00%) Confluence
5 81 (0.91%) CMS
6 77 (0.86%) Apache
7 59 (0.66%) Jupyter
8 56 (0.63%) Microsoft Exchange
9 37 (0.41%) WordPress
10 30 (0.34%) SAS
11 26 (0.29%) Palantir Foundry
12 24 (0.27%) ArcGIS
13 9 (0.10%) Camunda
13 9 (0.10%) Sitecore CMS
14 8 (0.090%) OpenStack
15 7 (0.078%) Adobe Experience Manager
15 7 (0.078%) Headless CMS
16 6 (0.067%) Oracle SOA Suite
17 5 (0.056%) Apache Pig
17 5 (0.056%) nginx
Applications
1 922 (10.32%) Microsoft Excel
2 128 (1.43%) Chatbot
3 84 (0.94%) Microsoft Office
4 55 (0.62%) Microsoft PowerPoint
5 44 (0.49%) UserZoom
6 30 (0.34%) MS Visio
7 20 (0.22%) Spreadsheet
8 18 (0.20%) Adobe After Effects
8 18 (0.20%) Adobe Creative Suite
9 17 (0.19%) Adobe Illustrator
9 17 (0.19%) Photoshop
10 13 (0.15%) InDesign
11 9 (0.10%) Simulink
12 8 (0.090%) LaTeX
13 6 (0.067%) Adobe Premiere
13 6 (0.067%) SPSS
14 5 (0.056%) Camtasia
14 5 (0.056%) Microsoft Project
15 4 (0.045%) Sketch
15 4 (0.045%) Trello
Business Applications
1 71 (0.79%) Dynamics CRM
2 50 (0.56%) SAP S/4HANA
3 29 (0.32%) Dynamics GP
4 24 (0.27%) Cloudability
5 21 (0.24%) NetSuite
6 9 (0.10%) Payment Gateway
6 9 (0.10%) SAP MDG
7 8 (0.090%) Sage 50
7 8 (0.090%) Shopify
8 7 (0.078%) Distributed Ledger
8 7 (0.078%) Relativity
9 6 (0.067%) Dynamics NAV
10 5 (0.056%) Elite 3E
10 5 (0.056%) Oracle ERP
11 4 (0.045%) Carpe Diem
11 4 (0.045%) Dynamics AX
11 4 (0.045%) Sage 200
12 3 (0.034%) Oracle EBS
12 3 (0.034%) Q-Pulse
12 3 (0.034%) Salesforce CRM
Cloud Services
1 2,957 (33.09%) Azure
2 1,527 (17.09%) AWS
3 1,447 (16.19%) Azure AI
4 1,440 (16.12%) Power Platform
5 648 (7.25%) SaaS
6 567 (6.35%) GCP
7 389 (4.35%) Microsoft 365
8 384 (4.30%) GitHub
9 310 (3.47%) Azure DevOps
10 295 (3.30%) Microsoft Copilot
11 283 (3.17%) Snowflake
12 270 (3.02%) Serverless
13 220 (2.46%) Anthropic Claude
14 199 (2.23%) Cloud Computing
15 191 (2.14%) Entra ID
16 186 (2.08%) GitHub Copilot
17 179 (2.00%) Power Automate
18 173 (1.94%) Adobe Analytics
19 148 (1.66%) Azure Synapse Analytics
20 138 (1.54%) Amazon S3
Communications & Networking
1 323 (3.61%) Broadband
2 105 (1.18%) Internet
3 88 (0.98%) Firewall
4 81 (0.91%) Network Security
5 74 (0.83%) VPN
6 57 (0.64%) DNS
7 36 (0.40%) WAN
8 29 (0.32%) TCP/IP
9 28 (0.31%) VLAN
10 26 (0.29%) BGP
11 19 (0.21%) HTTP
11 19 (0.21%) MQTT
11 19 (0.21%) VoIP
12 18 (0.20%) DHCP
12 18 (0.20%) OSPF
13 15 (0.17%) CTI
13 15 (0.17%) Wireless
14 13 (0.15%) VXLAN
15 12 (0.13%) LAN
16 10 (0.11%) SMS
Database & Business Intelligence
1 1,188 (13.30%) Power BI
2 944 (10.57%) Tableau
3 281 (3.14%) MongoDB
4 247 (2.76%) Data Warehouse
5 229 (2.56%) SQL Server
6 206 (2.31%) PostgreSQL
7 198 (2.22%) Azure SQL Database
8 192 (2.15%) Data Lake
9 162 (1.81%) Metadata
10 140 (1.57%) NoSQL
11 114 (1.28%) Big Data
12 99 (1.11%) Relational Database
13 97 (1.09%) MySQL
14 85 (0.95%) BigQuery
15 69 (0.77%) Elasticsearch
16 60 (0.67%) Redis
17 57 (0.64%) Amazon Redshift
17 57 (0.64%) Looker
18 53 (0.59%) Delta Lake
19 50 (0.56%) Semantic Layer
Development Applications
1 295 (3.30%) Git
2 143 (1.60%) Claude Code
3 140 (1.57%) JIRA
4 108 (1.21%) Jenkins
5 91 (1.02%) GitLab
6 65 (0.73%) MLflow
7 60 (0.67%) Visual Studio Code
8 41 (0.46%) Selenium
9 30 (0.34%) JUnit
10 28 (0.31%) Postman
11 27 (0.30%) Snyk
12 26 (0.29%) IBM UrbanCode
13 24 (0.27%) Maven
14 21 (0.24%) Cypress.io
15 14 (0.16%) Mockito
16 13 (0.15%) Vite
17 12 (0.13%) Spock
18 11 (0.12%) Cucumber
18 11 (0.12%) JMeter
18 11 (0.12%) SpecFlow
General
1 2,900 (32.46%) Social Skills
2 1,818 (20.35%) Finance
3 868 (9.71%) Analytical Skills
4 673 (7.53%) Marketing
5 632 (7.07%) Inclusion and Diversity
6 479 (5.36%) Legal
7 445 (4.98%) Public Sector
8 435 (4.87%) Law
9 352 (3.94%) Games
10 344 (3.85%) Retail
11 336 (3.76%) Banking
12 215 (2.41%) Manufacturing
13 202 (2.26%) Influencing Skills
14 183 (2.05%) Organisational Skills
15 115 (1.29%) Presentation Skills
16 112 (1.25%) Advertising
17 111 (1.24%) Financial Institution
18 89 (1.00%) Telecoms
19 86 (0.96%) Legal Technology
20 74 (0.83%) Automotive
Job Titles
1 1,471 (16.46%) Senior
2 1,154 (12.92%) Analyst
3 948 (10.61%) Lead
4 878 (9.83%) Developer
5 864 (9.67%) Architect
6 849 (9.50%) Data Analyst
7 825 (9.23%) Junior
8 777 (8.70%) Junior Analyst
9 772 (8.64%) Junior Data Analyst
10 694 (7.77%) Artificial Intelligence Engineer
11 548 (6.13%) Software Engineer
12 363 (4.06%) Consultant
13 358 (4.01%) Data Engineer
14 346 (3.87%) Solutions Architect
15 235 (2.63%) Python Engineer
16 225 (2.52%) Data Scientist
17 214 (2.40%) Senior Manager
18 208 (2.33%) .NET Developer
19 193 (2.16%) Artificial Intelligence Architect
20 190 (2.13%) Data Architect
Libraries, Frameworks & Software Standards
1 494 (5.53%) React
2 443 (4.96%) .NET
3 246 (2.75%) Node.js
4 241 (2.70%) REST
5 238 (2.66%) CSS
6 229 (2.56%) HTML
7 218 (2.44%) LangChain
8 214 (2.40%) RESTful
9 204 (2.28%) ASP.NET
10 187 (2.09%) ASP.NET Core
11 183 (2.05%) Kafka
12 181 (2.03%) PyTorch
13 177 (1.98%) .NET Core
14 156 (1.75%) ML.NET
15 132 (1.48%) TensorFlow
16 128 (1.43%) scikit-learn
17 125 (1.40%) Blazor
17 125 (1.40%) FastAPI
18 122 (1.37%) Next.js
19 116 (1.30%) PySpark
Miscellaneous
1 613 (6.86%) Cloud Native
2 517 (5.79%) AI Agents
3 354 (3.96%) Onboarding
4 293 (3.28%) Social Media
5 286 (3.20%) Distributed Systems
6 267 (2.99%) Product Ownership
7 214 (2.40%) Algorithms
8 167 (1.87%) Self-Motivation
9 160 (1.79%) Management Information System
10 140 (1.57%) Low-Code
10 140 (1.57%) Robotics
11 135 (1.51%) Blog
12 124 (1.39%) Data Centre
13 114 (1.28%) Enterprise Software
14 99 (1.11%) Mobile App
15 96 (1.07%) Legacy Systems
16 92 (1.03%) Greenfield Project
17 87 (0.97%) Virtual Team
18 80 (0.90%) IoT
19 78 (0.87%) Cyber Threat
Operating Systems
1 204 (2.28%) Linux
2 194 (2.17%) Windows
3 72 (0.81%) Android
4 63 (0.71%) Windows Server
5 46 (0.51%) Apple iOS
6 23 (0.26%) VMS
7 15 (0.17%) Mac OS
7 15 (0.17%) Unix
8 14 (0.16%) Ubuntu
9 6 (0.067%) Debian
10 5 (0.056%) Embedded Linux
10 5 (0.056%) Kali Linux
11 3 (0.034%) Gentoo
11 3 (0.034%) Windows Server 2019
12 2 (0.022%) Red Hat Enterprise Linux
12 2 (0.022%) Solaris
12 2 (0.022%) Windows 10
12 2 (0.022%) Windows Server 2016
13 1 (0.011%) AIX
13 1 (0.011%) Alpine Linux
Processes & Methodologies
1 1,894 (21.20%) Machine Learning
2 1,860 (20.82%) Analytics
3 1,537 (17.20%) Agile
4 1,369 (15.32%) Business Intelligence
5 1,295 (14.49%) Roadmaps
6 1,251 (14.00%) CI/CD
7 1,248 (13.97%) Software Engineering
8 1,071 (11.99%) Problem-Solving
9 1,047 (11.72%) Continuous Improvement
10 1,020 (11.42%) Decision-Making
11 989 (11.07%) LLM
12 936 (10.48%) Mentoring
13 896 (10.03%) DevOps
14 773 (8.65%) Generative AI
15 744 (8.33%) Data Science
16 715 (8.00%) Full-Stack Development
17 659 (7.38%) Stakeholder Management
18 583 (6.52%) Data Engineering
19 555 (6.21%) Data Modelling
20 536 (6.00%) Cybersecurity
Programming Languages
1 3,078 (34.45%) Python
2 1,915 (21.43%) SQL
3 522 (5.84%) JavaScript
4 520 (5.82%) C#
5 419 (4.69%) TypeScript
6 386 (4.32%) Java
7 182 (2.04%) C++
8 134 (1.50%) PowerShell
9 103 (1.15%) Bash
10 96 (1.07%) Go
11 73 (0.82%) Bicep
12 65 (0.73%) PHP
13 64 (0.72%) C
14 54 (0.60%) R
15 53 (0.59%) Scala
16 49 (0.55%) Rust
17 46 (0.51%) Kotlin
18 44 (0.49%) Ruby
19 35 (0.39%) Data Analysis Expressions
20 27 (0.30%) Kusto Query Language
Qualifications
1 1,202 (13.45%) Azure Certification
2 914 (10.23%) Degree
3 568 (6.36%) Security Cleared
4 330 (3.69%) SC Cleared
5 237 (2.65%) Computer Science Degree
6 186 (2.08%) AWS Certification
7 171 (1.91%) Master's Degree
8 164 (1.84%) DV Cleared
9 122 (1.37%) CISSP
10 108 (1.21%) PhD
11 91 (1.02%) ACCA
12 88 (0.98%) CISM
13 75 (0.84%) Microsoft Certification
14 73 (0.82%) CIMA
15 70 (0.78%) DBS Check
16 66 (0.74%) AWS Certified Solutions Architect
17 58 (0.65%) A+ Certification
17 58 (0.65%) Network+ Certification
18 57 (0.64%) AWS Certified Cloud Practitioner
19 42 (0.47%) Cisco Certification
Quality Assurance & Compliance
1 452 (5.06%) Data Quality
2 427 (4.78%) Accessibility
3 292 (3.27%) QA
4 261 (2.92%) GDPR
5 136 (1.52%) ISO/IEC 27001
6 101 (1.13%) GRC
7 94 (1.05%) NIST
8 83 (0.93%) WCAG
9 74 (0.83%) SLA
10 51 (0.57%) California Consumer Privacy Act
11 47 (0.53%) Cyber Essentials
12 36 (0.40%) PMO
13 32 (0.36%) IFRS
13 32 (0.36%) PCI DSS
14 25 (0.28%) EU AI Act
15 24 (0.27%) Cyber Essentials PLUS
16 22 (0.25%) HIPAA
16 22 (0.25%) SOC 2
17 20 (0.22%) NCSC
18 18 (0.20%) Actionable Recommendations
System Software
1 505 (5.65%) Docker
2 157 (1.76%) Active Directory
3 99 (1.11%) Virtual Machines
4 37 (0.41%) VMware Infrastructure
5 22 (0.25%) Firmware
6 20 (0.22%) Virtual Desktop
7 18 (0.20%) vSphere
8 13 (0.15%) Hyper-V
9 11 (0.12%) Embedded Firmware
10 8 (0.090%) Ceph
11 6 (0.067%) IAG
12 2 (0.022%) Slurm Workload Manager
12 2 (0.022%) VMware NSX
13 1 (0.011%) Apache Flume
13 1 (0.011%) Kamailio
13 1 (0.011%) ProxySG
13 1 (0.011%) VMware ESXi
Systems Management
1 510 (5.71%) Kubernetes
2 401 (4.49%) Terraform
3 129 (1.44%) Microsoft Intune
4 71 (0.79%) Ansible
5 65 (0.73%) Grafana
6 58 (0.65%) Prometheus
7 22 (0.25%) Puppet
8 21 (0.24%) Argo
9 19 (0.21%) Single Sign-On
10 18 (0.20%) Podman
11 17 (0.19%) Kubeflow
12 12 (0.13%) Progress Chef
13 11 (0.12%) Istio
14 7 (0.078%) Check_MK
14 7 (0.078%) Nagios
15 6 (0.067%) Control-M
15 6 (0.067%) Hadoop YARN
16 5 (0.056%) Autotask
16 5 (0.056%) Microsoft Clustering
16 5 (0.056%) Proxmox
Vendors
1 2,247 (25.15%) Microsoft
2 410 (4.59%) Databricks
3 328 (3.67%) Google
4 250 (2.80%) Adobe
5 238 (2.66%) OpenAI
6 147 (1.65%) Salesforce
7 137 (1.53%) Dell
8 120 (1.34%) Oracle
9 117 (1.31%) SAP
10 114 (1.28%) Cisco
11 107 (1.20%) ServiceNow
12 89 (1.00%) Foundry
13 66 (0.74%) HubSpot
14 60 (0.67%) CyberArk
15 58 (0.65%) Apple
16 51 (0.57%) Facebook
16 51 (0.57%) Informatica
17 44 (0.49%) VMware
18 42 (0.47%) Palo Alto
18 42 (0.47%) Sage