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

6 months to
28 Jul 2026
Same period 2025 Same period 2024
Rank 7 13 44
Rank change year-on-year +6 +31 +61
Permanent jobs citing AI 8,734 4,904 4,103
As % of all permanent jobs in the UK 8.59% 9.95% 4.65%
As % of the Processes & Methodologies category 11.67% 11.09% 5.71%
Number of salaries quoted 4,772 1,524 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 74,833 44,225 71,828
As % of all permanent jobs advertised in the UK 73.64% 89.70% 81.44%
Number of salaries quoted 51,638 25,059 48,434
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% - -8.66%
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 28 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 28 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 7,781 £70,150 +0.21% 4,822
UK excluding London -2 5,124 £63,500 +5.83% 2,197
London +15 3,049 £85,000 -5.56% 3,125
Work from Home 0 2,777 £70,000 +16.67% 1,858
North of England +13 1,565 £66,000 +20.00% 562
South East -1 1,140 £60,500 +34.44% 713
Midlands -8 799 £57,000 -5.00% 258
North West +25 778 £70,000 +16.67% 338
South West +4 585 £62,500 +4.17% 246
Yorkshire +1 557 £65,000 +85.71% 150
East of England +26 517 £60,000 -9.37% 208
West Midlands -5 511 £60,000 - 165
East Midlands -15 287 £52,500 -16.00% 93
Scotland -2 249 £70,000 +7.69% 137
North East +1 230 £65,000 +106.35% 79
Wales +13 170 £65,000 +18.18% 58
Northern Ireland +7 128 £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
1 188 (2.15%) SharePoint
2 123 (1.41%) Apache Spark
3 121 (1.39%) Apache Airflow
4 80 (0.92%) Confluence
5 77 (0.88%) CMS
6 72 (0.82%) Apache
7 64 (0.73%) Jupyter
8 54 (0.62%) Microsoft Exchange
9 37 (0.42%) WordPress
10 30 (0.34%) SAS
11 25 (0.29%) Palantir Foundry
12 24 (0.27%) ArcGIS
13 10 (0.11%) Camunda
14 9 (0.10%) Sitecore CMS
15 8 (0.092%) OpenStack
16 7 (0.080%) Adobe Experience Manager
16 7 (0.080%) Headless CMS
17 5 (0.057%) Apache Pig
17 5 (0.057%) Oracle SOA Suite
17 5 (0.057%) Oracle Workflow
Applications
1 958 (10.97%) Microsoft Excel
2 133 (1.52%) Chatbot
3 77 (0.88%) Microsoft Office
4 51 (0.58%) Microsoft PowerPoint
5 44 (0.50%) UserZoom
6 27 (0.31%) MS Visio
7 20 (0.23%) Spreadsheet
8 18 (0.21%) Adobe After Effects
8 18 (0.21%) 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 (0.092%) LaTeX
13 6 (0.069%) Camtasia
13 6 (0.069%) SPSS
14 5 (0.057%) Adobe Premiere
14 5 (0.057%) Microsoft Project
15 4 (0.046%) CapCut
15 4 (0.046%) Sketch
Business Applications
1 70 (0.80%) Dynamics CRM
2 49 (0.56%) SAP S/4HANA
3 29 (0.33%) Dynamics GP
4 24 (0.27%) Cloudability
5 21 (0.24%) NetSuite
6 9 (0.10%) SAP MDG
7 8 (0.092%) Payment Gateway
7 8 (0.092%) Sage 50
8 7 (0.080%) Distributed Ledger
8 7 (0.080%) Relativity
9 6 (0.069%) Dynamics NAV
10 5 (0.057%) Elite 3E
10 5 (0.057%) Oracle ERP
10 5 (0.057%) Shopify
11 4 (0.046%) Carpe Diem
11 4 (0.046%) Dynamics AX
11 4 (0.046%) Sage 200
12 3 (0.034%) Oracle EBS
12 3 (0.034%) Q-Pulse
12 3 (0.034%) Salesforce CRM
Cloud Services
1 2,964 (33.94%) Azure
2 1,495 (17.12%) Azure AI
3 1,472 (16.85%) AWS
4 1,470 (16.83%) Power Platform
5 623 (7.13%) SaaS
6 545 (6.24%) GCP
7 385 (4.41%) Microsoft 365
8 365 (4.18%) GitHub
9 303 (3.47%) Azure DevOps
10 283 (3.24%) Microsoft Copilot
11 270 (3.09%) Snowflake
12 259 (2.97%) Serverless
13 210 (2.40%) Anthropic Claude
14 205 (2.35%) Cloud Computing
15 186 (2.13%) Entra ID
16 181 (2.07%) Adobe Analytics
17 175 (2.00%) GitHub Copilot
18 167 (1.91%) Power Automate
19 145 (1.66%) Azure Synapse Analytics
20 132 (1.51%) Amazon S3
Communications & Networking
1 340 (3.89%) Broadband
2 106 (1.21%) 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 (0.11%) SMS
Database & Business Intelligence
1 1,228 (14.06%) Power BI
2 995 (11.39%) Tableau
3 276 (3.16%) MongoDB
4 243 (2.78%) Data Warehouse
5 227 (2.60%) SQL Server
6 198 (2.27%) PostgreSQL
7 195 (2.23%) Azure SQL Database
8 189 (2.16%) Data Lake
9 153 (1.75%) Metadata
10 135 (1.55%) NoSQL
11 111 (1.27%) Big Data
12 97 (1.11%) Relational Database
13 96 (1.10%) MySQL
14 83 (0.95%) BigQuery
15 70 (0.80%) Elasticsearch
16 59 (0.68%) Redis
17 56 (0.64%) Looker
18 54 (0.62%) Amazon Redshift
19 51 (0.58%) Amazon RDS
19 51 (0.58%) Delta Lake
Development Applications
1 286 (3.27%) Git
2 137 (1.57%) Claude Code
3 125 (1.43%) JIRA
4 103 (1.18%) Jenkins
5 84 (0.96%) GitLab
6 66 (0.76%) MLflow
7 63 (0.72%) Visual Studio Code
8 39 (0.45%) Selenium
9 27 (0.31%) JUnit
10 26 (0.30%) IBM UrbanCode
10 26 (0.30%) Postman
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 (0.11%) Spock
General
1 2,867 (32.83%) Social Skills
2 1,724 (19.74%) Finance
3 807 (9.24%) Analytical Skills
4 621 (7.11%) Marketing
5 585 (6.70%) Inclusion and Diversity
6 461 (5.28%) Legal
7 423 (4.84%) Public Sector
8 401 (4.59%) Law
9 363 (4.16%) Games
10 338 (3.87%) Retail
11 323 (3.70%) Banking
12 206 (2.36%) Manufacturing
13 186 (2.13%) Influencing Skills
14 170 (1.95%) Organisational Skills
15 110 (1.26%) Advertising
16 106 (1.21%) Presentation Skills
17 102 (1.17%) Financial Institution
18 87 (1.00%) Telecoms
19 83 (0.95%) Legal Technology
20 74 (0.85%) Automotive
Job Titles
1 1,419 (16.25%) Senior
2 1,194 (13.67%) Analyst
3 923 (10.57%) Lead
4 902 (10.33%) Data Analyst
5 877 (10.04%) Junior
6 860 (9.85%) Developer
7 842 (9.64%) Architect
8 832 (9.53%) Junior Analyst
9 827 (9.47%) Junior Data Analyst
10 684 (7.83%) Artificial Intelligence Engineer
11 521 (5.97%) Software Engineer
12 354 (4.05%) Consultant
13 339 (3.88%) Data Engineer
13 339 (3.88%) Solutions Architect
14 230 (2.63%) Python Engineer
15 207 (2.37%) Data Scientist
16 205 (2.35%) .NET Developer
17 201 (2.30%) Senior Manager
18 188 (2.15%) Artificial Intelligence Architect
19 183 (2.10%) Data Architect
Libraries, Frameworks & Software Standards
1 476 (5.45%) React
2 439 (5.03%) .NET
3 239 (2.74%) Node.js
4 237 (2.71%) CSS
5 229 (2.62%) HTML
6 226 (2.59%) REST
7 212 (2.43%) RESTful
8 207 (2.37%) LangChain
9 202 (2.31%) ASP.NET
10 185 (2.12%) ASP.NET Core
11 181 (2.07%) PyTorch
12 178 (2.04%) Kafka
13 173 (1.98%) .NET Core
14 154 (1.76%) ML.NET
15 132 (1.51%) scikit-learn
15 132 (1.51%) TensorFlow
16 124 (1.42%) FastAPI
17 122 (1.40%) Blazor
18 115 (1.32%) Next.js
19 114 (1.31%) PySpark
Miscellaneous
1 596 (6.82%) Cloud Native
2 480 (5.50%) AI Agents
3 333 (3.81%) Onboarding
4 293 (3.35%) Social Media
5 281 (3.22%) Distributed Systems
6 262 (3.00%) Product Ownership
7 209 (2.39%) Algorithms
8 154 (1.76%) Self-Motivation
9 150 (1.72%) Management Information System
10 134 (1.53%) Robotics
11 132 (1.51%) Low-Code
12 123 (1.41%) Blog
13 118 (1.35%) Data Centre
14 105 (1.20%) Enterprise Software
15 101 (1.16%) Mobile App
16 94 (1.08%) Legacy Systems
17 87 (1.00%) Greenfield Project
18 86 (0.98%) Virtual Team
19 76 (0.87%) IoT
19 76 (0.87%) Security Posture
Operating Systems
1 196 (2.24%) Linux
2 188 (2.15%) Windows
3 73 (0.84%) Android
4 60 (0.69%) Windows Server
5 50 (0.57%) Apple iOS
6 23 (0.26%) VMS
7 15 (0.17%) Mac OS
8 14 (0.16%) Unix
9 12 (0.14%) Ubuntu
10 5 (0.057%) Debian
10 5 (0.057%) Kali Linux
11 4 (0.046%) Embedded Linux
12 3 (0.034%) Gentoo
12 3 (0.034%) Windows Server 2016
12 3 (0.034%) Windows Server 2019
13 2 (0.023%) Red Hat Enterprise Linux
13 2 (0.023%) Solaris
13 2 (0.023%) Windows 10
14 1 (0.011%) AIX
14 1 (0.011%) Alpine Linux
Processes & Methodologies
1 1,818 (20.82%) Machine Learning
2 1,789 (20.48%) Analytics
3 1,487 (17.03%) Agile
4 1,397 (15.99%) Business Intelligence
5 1,272 (14.56%) Roadmaps
6 1,210 (13.85%) CI/CD
7 1,192 (13.65%) Software Engineering
8 1,011 (11.58%) Problem-Solving
9 987 (11.30%) Continuous Improvement
10 982 (11.24%) Decision-Making
11 958 (10.97%) LLM
12 918 (10.51%) Mentoring
13 868 (9.94%) DevOps
14 743 (8.51%) Generative AI
15 700 (8.01%) Full-Stack Development
16 694 (7.95%) Data Science
17 607 (6.95%) Stakeholder Management
18 568 (6.50%) Data Engineering
19 543 (6.22%) Data Modelling
20 531 (6.08%) Artificial Intelligence Engineering
Programming Languages
1 3,087 (35.34%) Python
2 1,928 (22.07%) SQL
3 516 (5.91%) C#
4 512 (5.86%) JavaScript
5 400 (4.58%) TypeScript
6 372 (4.26%) Java
7 175 (2.00%) C++
8 131 (1.50%) PowerShell
9 102 (1.17%) Bash
10 94 (1.08%) Go
11 72 (0.82%) Bicep
12 63 (0.72%) C
12 63 (0.72%) PHP
13 49 (0.56%) Scala
14 48 (0.55%) R
14 48 (0.55%) Rust
15 43 (0.49%) Ruby
16 42 (0.48%) Kotlin
17 37 (0.42%) Data Analysis Expressions
18 27 (0.31%) Kusto Query Language
Qualifications
1 1,254 (14.36%) Azure Certification
2 866 (9.92%) Degree
3 532 (6.09%) Security Cleared
4 310 (3.55%) SC Cleared
5 223 (2.55%) Computer Science Degree
6 188 (2.15%) AWS Certification
7 159 (1.82%) Master's Degree
8 153 (1.75%) DV Cleared
9 117 (1.34%) CISSP
10 104 (1.19%) PhD
11 91 (1.04%) ACCA
12 82 (0.94%) CISM
13 72 (0.82%) CIMA
14 71 (0.81%) Microsoft Certification
15 70 (0.80%) DBS Check
16 67 (0.77%) AWS Certified Solutions Architect
17 62 (0.71%) 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
1 435 (4.98%) Accessibility
2 425 (4.87%) Data Quality
3 276 (3.16%) QA
4 251 (2.87%) GDPR
5 123 (1.41%) ISO/IEC 27001
6 98 (1.12%) GRC
7 90 (1.03%) NIST
8 82 (0.94%) WCAG
9 70 (0.80%) SLA
10 52 (0.60%) California Consumer Privacy Act
11 42 (0.48%) Cyber Essentials
12 36 (0.41%) PMO
13 32 (0.37%) IFRS
14 31 (0.35%) PCI DSS
15 24 (0.27%) EU AI Act
16 22 (0.25%) HIPAA
16 22 (0.25%) SOC 2
17 21 (0.24%) Cyber Essentials PLUS
18 18 (0.21%) NCSC
19 16 (0.18%) Sarbanes-Oxley
System Software
1 480 (5.50%) Docker
2 154 (1.76%) Active Directory
3 99 (1.13%) Virtual Machines
4 35 (0.40%) VMware Infrastructure
5 22 (0.25%) Firmware
6 20 (0.23%) Virtual Desktop
7 18 (0.21%) vSphere
8 11 (0.13%) Embedded Firmware
9 10 (0.11%) Hyper-V
10 7 (0.080%) Ceph
11 6 (0.069%) IAG
12 2 (0.023%) VMware NSX
13 1 (0.011%) Apache Flume
13 1 (0.011%) Kamailio
13 1 (0.011%) ProxySG
13 1 (0.011%) Slurm Workload Manager
Systems Management
1 491 (5.62%) Kubernetes
2 384 (4.40%) Terraform
3 122 (1.40%) Microsoft Intune
4 70 (0.80%) Ansible
5 61 (0.70%) Grafana
6 57 (0.65%) Prometheus
7 21 (0.24%) Argo
8 20 (0.23%) Puppet
8 20 (0.23%) Single Sign-On
9 17 (0.19%) Podman
10 16 (0.18%) Kubeflow
11 11 (0.13%) Istio
11 11 (0.13%) Progress Chef
12 7 (0.080%) Check_MK
12 7 (0.080%) Nagios
13 6 (0.069%) Control-M
13 6 (0.069%) Hadoop YARN
14 5 (0.057%) Autotask
14 5 (0.057%) Functional Safety
14 5 (0.057%) Proxmox
Vendors
1 2,255 (25.82%) Microsoft
2 397 (4.55%) Databricks
3 301 (3.45%) Google
4 254 (2.91%) Adobe
5 231 (2.64%) OpenAI
6 139 (1.59%) Salesforce
7 137 (1.57%) Dell
8 116 (1.33%) Oracle
9 113 (1.29%) Cisco
9 113 (1.29%) SAP
10 103 (1.18%) ServiceNow
11 87 (1.00%) Foundry
12 63 (0.72%) HubSpot
13 58 (0.66%) CyberArk
14 54 (0.62%) Apple
15 47 (0.54%) Informatica
16 44 (0.50%) Facebook
17 42 (0.48%) Palo Alto
17 42 (0.48%) VMware
18 41 (0.47%) Sage