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

6 months to
27 Jul 2026
Same period 2025 Same period 2024
Rank 7 13 44
Rank change year-on-year +6 +31 +62
Permanent jobs citing AI 8,689 4,919 4,113
As % of all permanent jobs in the UK 8.58% 9.95% 4.66%
As % of the Processes & Methodologies category 11.65% 11.09% 5.72%
Number of salaries quoted 4,750 1,538 1,829
10th Percentile £40,000 £25,313 £41,000
25th Percentile £51,250 £46,250 £53,818
Median annual salary (50th Percentile) £70,752 £67,500 £70,000
Median % change year-on-year +4.82% -3.57% -6.67%
75th Percentile £95,000 £97,500 £94,750
90th Percentile £110,000 £117,500 £115,000
UK excluding London median annual salary £63,500 £60,000 £65,000
% change year-on-year +5.83% -7.69% -5.68%

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 74,612 44,363 71,938
As % of all permanent jobs advertised in the UK 73.65% 89.74% 81.45%
Number of salaries quoted 51,478 25,172 48,522
10th Percentile £30,500 £28,750 £30,000
25th Percentile £41,250 £37,500 £40,000
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 £73,750
90th Percentile £100,000 £97,500 £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 27 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 27 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 7,738 £70,451 +0.64% 4,790
UK excluding London -2 5,096 £63,500 +5.83% 2,168
London +15 3,032 £85,000 -5.56% 3,120
Work from Home 0 2,758 £70,000 +13.36% 1,848
North of England +13 1,563 £66,000 +20.00% 555
South East -1 1,132 £60,000 +33.33% 694
Midlands -8 795 £57,000 -5.00% 254
North West +25 775 £70,000 +16.67% 337
South West +2 576 £62,500 +4.17% 238
Yorkshire +1 558 £65,000 +79.31% 155
East of England +26 515 £60,000 -9.37% 207
West Midlands -5 507 £60,000 - 162
East Midlands -15 287 £52,500 -16.00% 92
Scotland -2 247 £70,000 +7.69% 140
North East 0 230 £65,000 +106.35% 69
Wales +18 170 £65,000 +18.18% 62
Northern Ireland +7 127 £74,830 -14.48% 45

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
1 184 (2.12%) SharePoint
2 123 (1.42%) Apache Spark
3 121 (1.39%) Apache Airflow
4 80 (0.92%) Confluence
5 78 (0.90%) CMS
6 72 (0.83%) Apache
7 65 (0.75%) Jupyter
8 53 (0.61%) Microsoft Exchange
9 38 (0.44%) WordPress
10 30 (0.35%) SAS
11 24 (0.28%) ArcGIS
11 24 (0.28%) Palantir Foundry
12 10 (0.12%) Camunda
13 9 (0.10%) Sitecore CMS
14 8 (0.092%) OpenStack
15 7 (0.081%) Adobe Experience Manager
15 7 (0.081%) Headless CMS
16 5 (0.058%) Apache Pig
16 5 (0.058%) ColdFusion
16 5 (0.058%) Oracle SOA Suite
Applications
1 956 (11.00%) Microsoft Excel
2 135 (1.55%) Chatbot
3 76 (0.87%) Microsoft Office
4 50 (0.58%) Microsoft PowerPoint
5 44 (0.51%) UserZoom
6 27 (0.31%) MS Visio
7 21 (0.24%) 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 (0.10%) Simulink
12 8 (0.092%) LaTeX
13 6 (0.069%) Camtasia
13 6 (0.069%) SPSS
14 5 (0.058%) Adobe Premiere
14 5 (0.058%) Microsoft Project
15 4 (0.046%) CapCut
15 4 (0.046%) Sketch
Business Applications
1 68 (0.78%) Dynamics CRM
2 48 (0.55%) SAP S/4HANA
3 29 (0.33%) Dynamics GP
4 24 (0.28%) Cloudability
5 21 (0.24%) NetSuite
6 8 (0.092%) Payment Gateway
6 8 (0.092%) Sage 50
6 8 (0.092%) SAP MDG
7 7 (0.081%) Distributed Ledger
7 7 (0.081%) Relativity
8 5 (0.058%) Dynamics NAV
8 5 (0.058%) Elite 3E
8 5 (0.058%) Oracle ERP
8 5 (0.058%) Shopify
9 4 (0.046%) Carpe Diem
9 4 (0.046%) Dynamics AX
9 4 (0.046%) Sage 200
10 3 (0.035%) Oracle EBS
10 3 (0.035%) Q-Pulse
10 3 (0.035%) Salesforce CRM
Cloud Services
1 2,943 (33.87%) Azure
2 1,495 (17.21%) Azure AI
3 1,464 (16.85%) AWS
4 1,453 (16.72%) Power Platform
5 621 (7.15%) SaaS
6 541 (6.23%) GCP
7 378 (4.35%) Microsoft 365
8 359 (4.13%) GitHub
9 299 (3.44%) Azure DevOps
10 280 (3.22%) Microsoft Copilot
11 266 (3.06%) Snowflake
12 257 (2.96%) Serverless
13 206 (2.37%) Cloud Computing
14 204 (2.35%) Anthropic Claude
15 186 (2.14%) Entra ID
16 181 (2.08%) Adobe Analytics
17 174 (2.00%) GitHub Copilot
18 164 (1.89%) Power Automate
19 144 (1.66%) Azure Synapse Analytics
20 131 (1.51%) Figma
Communications & Networking
1 341 (3.92%) Broadband
2 106 (1.22%) Internet
3 88 (1.01%) Firewall
4 76 (0.87%) Network Security
5 75 (0.86%) VPN
6 56 (0.64%) DNS
7 35 (0.40%) WAN
8 28 (0.32%) TCP/IP
9 27 (0.31%) VLAN
10 26 (0.30%) BGP
11 19 (0.22%) VoIP
12 18 (0.21%) DHCP
12 18 (0.21%) HTTP
12 18 (0.21%) MQTT
12 18 (0.21%) OSPF
13 15 (0.17%) CTI
13 15 (0.17%) Wireless
14 13 (0.15%) VXLAN
15 11 (0.13%) LAN
16 10 (0.12%) SMS
Database & Business Intelligence
1 1,221 (14.05%) Power BI
2 994 (11.44%) Tableau
3 275 (3.16%) MongoDB
4 239 (2.75%) Data Warehouse
5 225 (2.59%) SQL Server
6 197 (2.27%) PostgreSQL
7 194 (2.23%) Azure SQL Database
8 187 (2.15%) Data Lake
9 150 (1.73%) Metadata
10 134 (1.54%) NoSQL
11 112 (1.29%) Big Data
12 97 (1.12%) Relational Database
13 95 (1.09%) MySQL
14 83 (0.96%) BigQuery
15 70 (0.81%) Elasticsearch
16 58 (0.67%) Redis
17 56 (0.64%) Looker
18 54 (0.62%) Amazon Redshift
19 50 (0.58%) Amazon RDS
20 49 (0.56%) Delta Lake
Development Applications
1 280 (3.22%) Git
2 133 (1.53%) Claude Code
3 123 (1.42%) JIRA
4 103 (1.19%) Jenkins
5 82 (0.94%) GitLab
6 64 (0.74%) Visual Studio Code
7 63 (0.73%) MLflow
8 39 (0.45%) Selenium
9 27 (0.31%) JUnit
9 27 (0.31%) Postman
10 26 (0.30%) IBM UrbanCode
10 26 (0.30%) Snyk
11 22 (0.25%) Maven
12 19 (0.22%) Cypress.io
13 13 (0.15%) Mockito
13 13 (0.15%) Vite
14 12 (0.14%) SpecFlow
15 11 (0.13%) Cucumber
15 11 (0.13%) JMeter
16 10 (0.12%) Spock
General
1 2,851 (32.81%) Social Skills
2 1,698 (19.54%) Finance
3 798 (9.18%) Analytical Skills
4 622 (7.16%) Marketing
5 575 (6.62%) Inclusion and Diversity
6 455 (5.24%) Legal
7 423 (4.87%) Public Sector
8 395 (4.55%) Law
9 362 (4.17%) Games
10 340 (3.91%) Retail
11 316 (3.64%) Banking
12 205 (2.36%) Manufacturing
13 184 (2.12%) Influencing Skills
14 171 (1.97%) Organisational Skills
15 112 (1.29%) Advertising
16 106 (1.22%) Presentation Skills
17 99 (1.14%) Financial Institution
18 87 (1.00%) Telecoms
19 83 (0.96%) Legal Technology
20 75 (0.86%) Automotive
Job Titles
1 1,416 (16.30%) Senior
2 1,192 (13.72%) Analyst
3 920 (10.59%) Lead
4 903 (10.39%) Data Analyst
5 875 (10.07%) Junior
6 852 (9.81%) Developer
7 832 (9.58%) Junior Analyst
8 827 (9.52%) Junior Data Analyst
9 825 (9.49%) Architect
10 681 (7.84%) Artificial Intelligence Engineer
11 515 (5.93%) Software Engineer
12 352 (4.05%) Consultant
13 341 (3.92%) Data Engineer
14 334 (3.84%) Solutions Architect
15 229 (2.64%) Python Engineer
16 207 (2.38%) Data Scientist
17 205 (2.36%) .NET Developer
18 202 (2.32%) Senior Manager
19 186 (2.14%) Artificial Intelligence Architect
20 180 (2.07%) Data Architect
Libraries, Frameworks & Software Standards
1 470 (5.41%) React
2 434 (4.99%) .NET
3 238 (2.74%) CSS
4 237 (2.73%) Node.js
5 230 (2.65%) HTML
6 223 (2.57%) REST
7 212 (2.44%) RESTful
8 203 (2.34%) LangChain
9 201 (2.31%) ASP.NET
10 184 (2.12%) ASP.NET Core
11 182 (2.09%) PyTorch
12 178 (2.05%) Kafka
13 173 (1.99%) .NET Core
14 154 (1.77%) ML.NET
15 133 (1.53%) scikit-learn
15 133 (1.53%) TensorFlow
16 123 (1.42%) FastAPI
17 122 (1.40%) Blazor
18 113 (1.30%) Next.js
18 113 (1.30%) PySpark
Miscellaneous
1 590 (6.79%) Cloud Native
2 468 (5.39%) AI Agents
3 332 (3.82%) Onboarding
4 294 (3.38%) Social Media
5 279 (3.21%) Distributed Systems
6 261 (3.00%) Product Ownership
7 210 (2.42%) Algorithms
8 153 (1.76%) Self-Motivation
9 147 (1.69%) Management Information System
10 135 (1.55%) Robotics
11 130 (1.50%) Low-Code
12 121 (1.39%) Blog
13 118 (1.36%) Data Centre
14 102 (1.17%) Enterprise Software
15 101 (1.16%) Mobile App
16 92 (1.06%) Legacy Systems
17 86 (0.99%) Greenfield Project
17 86 (0.99%) Virtual Team
18 76 (0.87%) IoT
19 75 (0.86%) Security Posture
Operating Systems
1 195 (2.24%) Linux
2 187 (2.15%) Windows
3 73 (0.84%) Android
4 59 (0.68%) Windows Server
5 50 (0.58%) Apple iOS
6 23 (0.26%) VMS
7 15 (0.17%) Mac OS
8 13 (0.15%) Ubuntu
8 13 (0.15%) Unix
9 5 (0.058%) Debian
9 5 (0.058%) Kali Linux
10 4 (0.046%) Embedded Linux
11 3 (0.035%) Gentoo
11 3 (0.035%) Windows Server 2016
11 3 (0.035%) Windows Server 2019
12 2 (0.023%) Red Hat Enterprise Linux
12 2 (0.023%) Windows 10
13 1 (0.012%) AIX
13 1 (0.012%) Robot Operating System
13 1 (0.012%) Solaris
Processes & Methodologies
1 1,807 (20.80%) Machine Learning
2 1,779 (20.47%) Analytics
3 1,474 (16.96%) Agile
4 1,390 (16.00%) Business Intelligence
5 1,257 (14.47%) Roadmaps
6 1,195 (13.75%) CI/CD
7 1,179 (13.57%) Software Engineering
8 998 (11.49%) Problem-Solving
9 980 (11.28%) Decision-Making
10 976 (11.23%) Continuous Improvement
11 947 (10.90%) LLM
12 908 (10.45%) Mentoring
13 861 (9.91%) DevOps
14 745 (8.57%) Generative AI
15 696 (8.01%) Full-Stack Development
16 689 (7.93%) Data Science
17 601 (6.92%) Stakeholder Management
18 567 (6.53%) Data Engineering
19 537 (6.18%) Data Modelling
20 531 (6.11%) Artificial Intelligence Engineering
Programming Languages
1 3,072 (35.36%) Python
2 1,917 (22.06%) SQL
3 502 (5.78%) C#
3 502 (5.78%) JavaScript
4 394 (4.53%) TypeScript
5 369 (4.25%) Java
6 175 (2.01%) C++
7 129 (1.48%) PowerShell
8 102 (1.17%) Bash
9 92 (1.06%) Go
10 72 (0.83%) Bicep
11 63 (0.73%) C
12 62 (0.71%) PHP
13 49 (0.56%) Scala
14 48 (0.55%) Rust
15 47 (0.54%) R
16 42 (0.48%) Kotlin
16 42 (0.48%) Ruby
17 36 (0.41%) Data Analysis Expressions
18 27 (0.31%) Kusto Query Language
Qualifications
1 1,253 (14.42%) Azure Certification
2 860 (9.90%) Degree
3 527 (6.07%) Security Cleared
4 305 (3.51%) SC Cleared
5 221 (2.54%) Computer Science Degree
6 188 (2.16%) AWS Certification
7 159 (1.83%) Master's Degree
8 150 (1.73%) DV Cleared
9 117 (1.35%) CISSP
10 104 (1.20%) PhD
11 91 (1.05%) ACCA
12 82 (0.94%) CISM
13 72 (0.83%) CIMA
14 70 (0.81%) DBS Check
15 69 (0.79%) Microsoft Certification
16 66 (0.76%) AWS Certified Solutions Architect
17 63 (0.73%) AWS Certified Cloud Practitioner
18 56 (0.64%) Network+ Certification
19 55 (0.63%) A+ Certification
20 42 (0.48%) Cisco Certification
Quality Assurance & Compliance
1 434 (4.99%) Accessibility
2 417 (4.80%) Data Quality
3 273 (3.14%) QA
4 251 (2.89%) GDPR
5 121 (1.39%) ISO/IEC 27001
6 99 (1.14%) GRC
7 90 (1.04%) NIST
8 82 (0.94%) WCAG
9 68 (0.78%) SLA
10 52 (0.60%) California Consumer Privacy Act
11 41 (0.47%) Cyber Essentials
12 36 (0.41%) PMO
13 32 (0.37%) IFRS
14 31 (0.36%) PCI DSS
15 24 (0.28%) EU AI Act
16 22 (0.25%) HIPAA
16 22 (0.25%) SOC 2
17 20 (0.23%) Cyber Essentials PLUS
18 18 (0.21%) NCSC
19 16 (0.18%) Sarbanes-Oxley
System Software
1 476 (5.48%) Docker
2 154 (1.77%) Active Directory
3 99 (1.14%) Virtual Machines
4 35 (0.40%) VMware Infrastructure
5 23 (0.26%) Firmware
6 20 (0.23%) Virtual Desktop
7 18 (0.21%) vSphere
8 11 (0.13%) Embedded Firmware
9 10 (0.12%) Hyper-V
10 7 (0.081%) Ceph
11 6 (0.069%) IAG
12 2 (0.023%) VMware NSX
13 1 (0.012%) Apache Flume
13 1 (0.012%) Kamailio
13 1 (0.012%) ProxySG
13 1 (0.012%) Slurm Workload Manager
Systems Management
1 487 (5.60%) Kubernetes
2 383 (4.41%) Terraform
3 121 (1.39%) Microsoft Intune
4 70 (0.81%) Ansible
5 61 (0.70%) Grafana
6 57 (0.66%) Prometheus
7 21 (0.24%) Argo
8 20 (0.23%) Puppet
8 20 (0.23%) Single Sign-On
9 17 (0.20%) Kubeflow
9 17 (0.20%) Podman
10 11 (0.13%) Istio
10 11 (0.13%) Progress Chef
11 7 (0.081%) Check_MK
11 7 (0.081%) Nagios
12 6 (0.069%) Control-M
12 6 (0.069%) Hadoop YARN
13 5 (0.058%) Autotask
13 5 (0.058%) Functional Safety
13 5 (0.058%) Proxmox
Vendors
1 2,239 (25.77%) Microsoft
2 390 (4.49%) Databricks
3 300 (3.45%) Google
4 255 (2.93%) Adobe
5 231 (2.66%) OpenAI
6 138 (1.59%) Salesforce
7 137 (1.58%) Dell
8 115 (1.32%) Oracle
9 113 (1.30%) Cisco
10 112 (1.29%) SAP
11 101 (1.16%) ServiceNow
12 86 (0.99%) Foundry
13 64 (0.74%) HubSpot
14 58 (0.67%) CyberArk
15 54 (0.62%) Apple
16 47 (0.54%) Informatica
17 44 (0.51%) Facebook
18 42 (0.48%) Palo Alto
18 42 (0.48%) VMware
19 41 (0.47%) Sage