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

6 months to
12 May 2026
Same period 2025 Same period 2024
Rank 6 25 44
Rank change year-on-year +19 +19 +71
Permanent jobs citing AI 9,354 3,330 4,819
As % of all permanent jobs in the UK 10.35% 7.61% 4.99%
As % of the Processes & Methodologies category 14.00% 8.16% 5.85%
Number of salaries quoted 3,330 1,517 2,122
10th Percentile £37,500 £26,750 £40,000
25th Percentile £51,250 £52,500 £50,000
Median annual salary (50th Percentile) £70,000 £70,000 £70,000
Median % change year-on-year - - -3.64%
75th Percentile £95,000 £100,000 £92,500
90th Percentile £112,500 £117,500 £115,000
UK excluding London median annual salary £60,000 £66,200 £60,000
% change year-on-year -9.37% +10.33% -11.11%

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 66,794 40,810 82,365
As % of all permanent jobs advertised in the UK 73.89% 93.32% 85.22%
Number of salaries quoted 42,940 22,598 59,746
10th Percentile £30,000 £30,000 £29,000
25th Percentile £40,000 £41,750 £40,000
Median annual salary (50th Percentile) £60,000 £60,000 £55,000
Median % change year-on-year - +9.09% -9.84%
75th Percentile £78,750 £79,500 £72,500
90th Percentile £100,000 £101,250 £92,500
UK excluding London median annual salary £52,500 £52,500 £50,000
% change year-on-year - +5.00% -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 12 May 2026.

Salary histogram for AI in the UK

AI
Top 18 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 12 May 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 +19 8,577 £70,000 -3.45% 3,489
UK excluding London +21 6,474 £60,000 -9.37% 2,074
London +25 2,410 £85,000 -8.11% 1,856
North of England +34 2,185 £67,374 +3.65% 534
Work from Home +9 1,997 £67,500 +1.95% 1,726
Midlands +16 1,674 £52,500 -10.76% 263
North West +50 1,458 £70,000 -3.45% 309
West Midlands +19 1,346 £52,500 -8.70% 156
South East +15 1,170 £60,000 -14.29% 709
East of England +33 608 £59,450 -10.23% 224
Yorkshire +13 587 £67,500 +50.00% 141
South West +6 442 £60,000 +4.35% 222
East Midlands +16 339 £52,500 -16.00% 105
Scotland +11 232 £70,000 +55.56% 92
North East +17 140 £59,000 +2.61% 85
Wales +29 134 £53,171 -17.24% 45
Northern Ireland +12 67 £90,000 -10.00% 24
Channel Islands 0 2 - -

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
1 119 (1.27%) Apache Airflow
2 113 (1.21%) SharePoint
3 106 (1.13%) Apache Spark
4 73 (0.78%) CMS
5 67 (0.72%) Confluence
6 65 (0.69%) Jupyter
7 44 (0.47%) Apache
8 30 (0.32%) ArcGIS
9 29 (0.31%) Palantir Foundry
10 28 (0.30%) WordPress
11 20 (0.21%) Microsoft Exchange
12 16 (0.17%) Appian
12 16 (0.17%) SAS
13 8 (0.086%) JBoss
13 8 (0.086%) Oracle SOA Suite
13 8 (0.086%) WebSphere
14 5 (0.053%) IIS
15 4 (0.043%) Sitecore CMS
15 4 (0.043%) Umbraco
16 3 (0.032%) Liferay
Applications
1 1,260 (13.47%) Microsoft Excel
2 122 (1.30%) Chatbot
3 87 (0.93%) Microsoft Office
4 56 (0.60%) Microsoft PowerPoint
5 30 (0.32%) UserZoom
6 23 (0.25%) MS Visio
7 22 (0.24%) Spreadsheet
8 7 (0.075%) Maya
9 6 (0.064%) Camtasia
10 5 (0.053%) Adobe Creative Suite
10 5 (0.053%) Adobe Premiere
10 5 (0.053%) Microsoft Project
10 5 (0.053%) Photoshop
10 5 (0.053%) Simulink
10 5 (0.053%) Sketch
11 4 (0.043%) Adobe After Effects
11 4 (0.043%) Adobe Illustrator
11 4 (0.043%) CapCut
12 2 (0.021%) Adobe XD
12 2 (0.021%) Productboard
Business Applications
1 38 (0.41%) Dynamics CRM
2 24 (0.26%) Cloudability
3 20 (0.21%) SAP S/4HANA
4 15 (0.16%) NetSuite
5 10 (0.11%) Workday HCM
6 9 (0.096%) Oracle ERP
7 8 (0.086%) Distributed Ledger
8 7 (0.075%) Salesforce CRM
9 5 (0.053%) Oracle EBS
10 4 (0.043%) Dynamics AX
10 4 (0.043%) Oracle Procure-to-Pay
10 4 (0.043%) Sage 50
10 4 (0.043%) Shopify
10 4 (0.043%) Sparx Enterprise Architect
11 2 (0.021%) Dynamics GP
11 2 (0.021%) Dynamics NAV
11 2 (0.021%) Oracle Assets
11 2 (0.021%) SAP MDG
11 2 (0.021%) SAP SCM
11 2 (0.021%) Unit4 Business World
Cloud Services
1 2,741 (29.30%) Azure
2 2,556 (27.33%) Cloud Computing
3 1,683 (17.99%) Azure AI
4 1,576 (16.85%) Power Platform
5 954 (10.20%) AWS
6 490 (5.24%) SaaS
7 408 (4.36%) GCP
8 243 (2.60%) Microsoft 365
9 233 (2.49%) GitHub
10 208 (2.22%) Snowflake
11 205 (2.19%) Azure DevOps
12 183 (1.96%) Adobe Analytics
13 164 (1.75%) Microsoft Copilot
14 145 (1.55%) Serverless
15 127 (1.36%) Figma
16 125 (1.34%) Azure Synapse Analytics
17 115 (1.23%) Azure Machine Learning
17 115 (1.23%) GitHub Copilot
18 114 (1.22%) Entra ID
19 108 (1.15%) Power Automate
Communications & Networking
1 2,463 (26.33%) Internet
2 300 (3.21%) Broadband
3 71 (0.76%) Firewall
4 47 (0.50%) Network Security
5 32 (0.34%) VPN
6 26 (0.28%) HTTP
7 25 (0.27%) DNS
8 23 (0.25%) Unified Communications
9 18 (0.19%) TCP/IP
9 18 (0.19%) WAN
10 15 (0.16%) DHCP
11 10 (0.11%) MQTT
11 10 (0.11%) VLAN
11 10 (0.11%) Wireless
12 9 (0.096%) Intranet
12 9 (0.096%) VoIP
13 8 (0.086%) 5G
13 8 (0.086%) SD-WAN
14 7 (0.075%) DMZ
15 6 (0.064%) OSPF
Database & Business Intelligence
1 1,430 (15.29%) Power BI
2 1,302 (13.92%) Tableau
3 176 (1.88%) Data Warehouse
4 171 (1.83%) SQL Server
5 144 (1.54%) Data Lake
6 143 (1.53%) MongoDB
7 113 (1.21%) PostgreSQL
8 93 (0.99%) Metadata
9 79 (0.84%) NoSQL
10 74 (0.79%) Azure SQL Database
11 72 (0.77%) BigQuery
12 65 (0.69%) Elasticsearch
13 61 (0.65%) Big Data
13 61 (0.65%) Looker
14 47 (0.50%) Amazon Redshift
14 47 (0.50%) Pinecone
15 42 (0.45%) Relational Database
16 39 (0.42%) MySQL
17 37 (0.40%) Redis
18 32 (0.34%) Snowflake Schema
Development Applications
1 179 (1.91%) Git
2 91 (0.97%) JIRA
3 81 (0.87%) MLflow
4 68 (0.73%) Jenkins
5 57 (0.61%) Visual Studio Code
6 52 (0.56%) Claude Code
6 52 (0.56%) GitLab
7 25 (0.27%) IBM UrbanCode
7 25 (0.27%) Selenium
8 24 (0.26%) Snyk
9 19 (0.20%) Cypress.io
10 18 (0.19%) Postman
11 14 (0.15%) SpecFlow
12 13 (0.14%) Vite
13 12 (0.13%) Visual Studio
14 11 (0.12%) JUnit
15 10 (0.11%) Maven
15 10 (0.11%) Storybook
16 9 (0.096%) Gradle
17 8 (0.086%) Oracle Forms
General
1 5,093 (54.45%) Social Skills
2 2,936 (31.39%) Inclusion and Diversity
3 2,639 (28.21%) Banking
4 1,185 (12.67%) Finance
5 656 (7.01%) Analytical Skills
6 429 (4.59%) Marketing
7 342 (3.66%) Games
8 302 (3.23%) Legal
9 287 (3.07%) Public Sector
10 259 (2.77%) Law
11 236 (2.52%) Retail
12 162 (1.73%) Manufacturing
13 128 (1.37%) Influencing Skills
14 109 (1.17%) Organisational Skills
15 78 (0.83%) Telecoms
16 76 (0.81%) Presentation Skills
17 65 (0.69%) Automotive
18 63 (0.67%) Financial Institution
19 60 (0.64%) Advertising
20 45 (0.48%) Investment Banking
Job Titles
1 1,867 (19.96%) Lecturer
2 1,434 (15.33%) Analyst
3 1,208 (12.91%) Data Analyst
4 1,181 (12.63%) Junior
5 1,160 (12.40%) Junior Analyst
6 1,157 (12.37%) Junior Data Analyst
7 941 (10.06%) Senior
8 671 (7.17%) Lead
9 547 (5.85%) Developer
10 542 (5.79%) Artificial Intelligence Engineer
11 464 (4.96%) Architect
12 275 (2.94%) Software Engineer
13 265 (2.83%) Consultant
14 222 (2.37%) Data Engineer
15 188 (2.01%) Solutions Architect
16 145 (1.55%) Python Engineer
17 142 (1.52%) Data Scientist
18 114 (1.22%) Full-Stack Developer
19 112 (1.20%) Full-Stack Engineer
20 99 (1.06%) Senior Manager
Libraries, Frameworks & Software Standards
1 317 (3.39%) React
2 256 (2.74%) .NET
3 178 (1.90%) PyTorch
4 168 (1.80%) REST
5 155 (1.66%) HTML
5 155 (1.66%) RESTful
6 149 (1.59%) Node.js
7 145 (1.55%) CSS
8 144 (1.54%) LangChain
9 134 (1.43%) TensorFlow
10 126 (1.35%) scikit-learn
11 114 (1.22%) Kafka
12 108 (1.15%) Pandas
13 105 (1.12%) FastAPI
14 85 (0.91%) Django
14 85 (0.91%) Hugging Face
15 80 (0.86%) AngularJS
15 80 (0.86%) NumPy
15 80 (0.86%) PySpark
16 74 (0.79%) Next.js
Miscellaneous
1 2,484 (26.56%) IoT
2 371 (3.97%) Cloud Native
3 238 (2.54%) Social Media
4 220 (2.35%) AI Agents
5 197 (2.11%) Onboarding
6 191 (2.04%) Product Ownership
7 168 (1.80%) Algorithms
8 160 (1.71%) Distributed Systems
9 139 (1.49%) Robotics
10 110 (1.18%) Low-Code
11 106 (1.13%) Self-Motivation
12 97 (1.04%) Enterprise Software
13 96 (1.03%) Data Centre
14 95 (1.02%) Management Information System
15 91 (0.97%) Mobile App
16 85 (0.91%) Blog
16 85 (0.91%) Public Cloud
17 70 (0.75%) Virtual Team
18 67 (0.72%) Legacy Systems
19 60 (0.64%) Life Science
Operating Systems
1 101 (1.08%) Windows
2 95 (1.02%) Linux
3 73 (0.78%) Android
4 49 (0.52%) Apple iOS
5 39 (0.42%) Unix
6 35 (0.37%) Windows Server
7 15 (0.16%) Ubuntu
8 13 (0.14%) VMS
9 6 (0.064%) Mac OS
10 5 (0.053%) Windows Server 2016
11 4 (0.043%) Robot Operating System
12 1 (0.011%) FreeRTOS
12 1 (0.011%) Kali Linux
12 1 (0.011%) Red Hat Enterprise Linux
12 1 (0.011%) Windows Server 2019
Processes & Methodologies
1 3,740 (39.98%) Machine Learning
2 2,777 (29.69%) Cybersecurity
3 2,766 (29.57%) User Experience
4 2,484 (26.56%) Web Development
5 1,555 (16.62%) Business Intelligence
6 1,280 (13.68%) Analytics
7 1,084 (11.59%) Agile
8 912 (9.75%) Roadmaps
9 808 (8.64%) CI/CD
10 758 (8.10%) Problem-Solving
11 734 (7.85%) Software Engineering
12 671 (7.17%) Decision-Making
13 649 (6.94%) DevOps
14 641 (6.85%) Continuous Improvement
15 629 (6.72%) LLM
16 584 (6.24%) Generative AI
17 565 (6.04%) Mentoring
18 544 (5.82%) Data Science
19 456 (4.87%) Artificial Intelligence Engineering
20 453 (4.84%) Full-Stack Development
Programming Languages
1 2,912 (31.13%) Python
2 1,848 (19.76%) SQL
3 312 (3.34%) JavaScript
4 286 (3.06%) Java
5 256 (2.74%) C#
6 245 (2.62%) TypeScript
7 94 (1.00%) C++
8 89 (0.95%) Go
9 78 (0.83%) PowerShell
10 74 (0.79%) Bash
11 58 (0.62%) R
12 35 (0.37%) C
12 35 (0.37%) PHP
13 33 (0.35%) Bicep
14 30 (0.32%) Rust
14 30 (0.32%) Scala
15 29 (0.31%) Kotlin
16 18 (0.19%) Data Analysis Expressions
17 16 (0.17%) T-SQL
18 15 (0.16%) Apex Code
Qualifications
1 3,211 (34.33%) Degree
2 2,610 (27.90%) Master's Degree
3 2,566 (27.43%) PhD
4 2,454 (26.23%) Postgraduate
5 1,547 (16.54%) Azure Certification
6 357 (3.82%) Security Cleared
7 212 (2.27%) SC Cleared
8 151 (1.61%) Computer Science Degree
9 130 (1.39%) AWS Certification
10 110 (1.18%) DV Cleared
11 83 (0.89%) DBS Check
12 81 (0.87%) ACCA
13 58 (0.62%) CIMA
14 56 (0.60%) AWS Certified Cloud Practitioner
15 49 (0.52%) CISSP
16 43 (0.46%) Microsoft Certification
17 31 (0.33%) AWS Certified Solutions Architect
18 29 (0.31%) Cisco Certification
18 29 (0.31%) PMP
19 28 (0.30%) PMI Certification
Quality Assurance & Compliance
1 365 (3.90%) Accessibility
2 273 (2.92%) Data Quality
3 179 (1.91%) QA
4 172 (1.84%) GDPR
5 83 (0.89%) GRC
6 80 (0.86%) ISO/IEC 27001
7 75 (0.80%) WCAG
8 50 (0.53%) NIST
9 47 (0.50%) California Consumer Privacy Act
10 42 (0.45%) IFRS
11 28 (0.30%) SLA
12 25 (0.27%) PMO
13 22 (0.24%) PCI DSS
14 21 (0.22%) HIPAA
15 20 (0.21%) EU AI Act
16 19 (0.20%) Cyber Essentials
17 18 (0.19%) SOC 2
18 17 (0.18%) GxP
19 15 (0.16%) GAAP
19 15 (0.16%) ISO/IEC 42001
System Software
1 321 (3.43%) Docker
2 95 (1.02%) Virtual Machines
3 89 (0.95%) Active Directory
4 24 (0.26%) Firmware
5 12 (0.13%) VMware Infrastructure
6 9 (0.096%) vSphere
7 5 (0.053%) Embedded Firmware
8 4 (0.043%) IAG
9 3 (0.032%) Kamailio
9 3 (0.032%) Virtual Desktop
10 2 (0.021%) GPFS
10 2 (0.021%) Hyper-V
10 2 (0.021%) Lustre
10 2 (0.021%) Slurm Workload Manager
10 2 (0.021%) VMware ESXi
11 1 (0.011%) Apache Flume
11 1 (0.011%) VMware NSX
Systems Management
1 327 (3.50%) Kubernetes
2 240 (2.57%) Terraform
3 63 (0.67%) Ansible
4 44 (0.47%) Grafana
5 41 (0.44%) Microsoft Intune
5 41 (0.44%) Prometheus
6 36 (0.38%) Single Sign-On
7 11 (0.12%) Argo
8 10 (0.11%) Kubeflow
9 8 (0.086%) Proxmox
10 6 (0.064%) Cisco CUCM
10 6 (0.064%) vCenter Server
11 5 (0.053%) Autotask
11 5 (0.053%) Functional Safety
11 5 (0.053%) Podman
11 5 (0.053%) Puppet
12 4 (0.043%) Active Directory Federation Services
12 4 (0.043%) SolarWinds Orion
13 3 (0.032%) RSA Archer
13 3 (0.032%) SCCM
Vendors
1 2,099 (22.44%) Microsoft
2 302 (3.23%) Databricks
3 259 (2.77%) Adobe
4 205 (2.19%) Google
5 164 (1.75%) OpenAI
6 134 (1.43%) Dell
7 119 (1.27%) Salesforce
8 83 (0.89%) Oracle
9 74 (0.79%) Cisco
9 74 (0.79%) ServiceNow
10 61 (0.65%) Apple
10 61 (0.65%) Foundry
11 60 (0.64%) SAP
12 50 (0.53%) Palantir
13 46 (0.49%) HubSpot
14 41 (0.44%) CrowdStrike
15 39 (0.42%) Informatica
16 36 (0.38%) Palo Alto
17 28 (0.30%) Red Hat
17 28 (0.30%) Tenable