Generative Artificial Intelligence (Gen AI)
UK

The table below provides summary statistics and salary benchmarking for jobs requiring Generative AI skills. It covers permanent job vacancies from the 6 months leading up to 9 June 2026, with comparisons to the same periods in the previous two years.

6 months to
9 Jun 2026
Same period 2025 Same period 2024
Rank 253 146 571
Rank change year-on-year -107 +425 +342
Permanent jobs citing Generative AI 691 1,038 352
As % of all permanent jobs in the UK 0.75% 2.35% 0.33%
As % of the Processes & Methodologies category 1.03% 2.53% 0.40%
Number of salaries quoted 402 127 103
10th Percentile £46,500 £45,000 £45,000
25th Percentile £60,000 £63,750 £57,500
Median annual salary (50th Percentile) £80,000 £85,000 £72,500
Median % change year-on-year -5.88% +17.24% -14.71%
75th Percentile £95,000 £98,474 £93,750
90th Percentile £107,375 £110,000 £111,000
UK excluding London median annual salary £65,000 £75,000 £70,000
% change year-on-year -13.33% +7.14% -17.65%

All Process & Methodology Skills
UK

Generative 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 66,949 41,023 87,141
As % of all permanent jobs advertised in the UK 72.83% 92.72% 82.59%
Number of salaries quoted 45,661 21,815 61,905
10th Percentile £30,000 £29,000 £29,500
25th Percentile £41,250 £40,000 £40,000
Median annual salary (50th Percentile) £60,000 £57,500 £55,000
Median % change year-on-year +4.35% +4.55% -9.54%
75th Percentile £78,750 £77,500 £72,500
90th Percentile £100,000 £100,000 £92,500
UK excluding London median annual salary £52,500 £50,055 £50,000
% change year-on-year +4.89% +0.11% -9.09%

Generative AI
Job Vacancy Trend

Historical trend showing the proportion of permanent IT job postings citing Generative AI relative to all permanent IT jobs advertised.

Generative AI job vacancy trend in the UK

Generative AI
Salary Trend

Salary distribution trend for jobs in the UK citing Generative AI.

Salary distribution trend for jobs in the UK citing Generative AI

Generative AI
Salary Histogram

Salary distribution for jobs citing Generative AI over the 6 months to 9 June 2026.

Salary histogram for Generative AI in the UK

Generative AI
Top 16 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Generative AI within the UK over the 6 months to 9 June 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 -116 610 £80,000 -5.88% 392
London +107 373 £87,500 +2.94% 243
Work from Home -102 259 £77,000 -12.00% 203
UK excluding London -254 239 £65,000 -13.33% 195
North of England -134 75 £61,418 -24.41% 61
North West -22 52 £62,500 -10.71% 41
South East -177 52 £75,000 -25.00% 55
East of England +29 43 £55,000 -50.00% 11
South West -30 26 £75,000 -9.98% 22
Midlands -185 22 £62,500 +38.89% 30
West Midlands -107 18 £62,500 +38.89% 25
Yorkshire -125 16 £49,000 -47.03% 16
Northern Ireland - 12 £75,000 - 4
Scotland -8 9 £76,000 +50.66% 11
North East -51 7 £48,000 - 4
East Midlands -121 4 £82,500 +10.00% 4

Generative 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 48 (6.95%) Apache Spark
2 40 (5.79%) Apache Airflow
3 18 (2.60%) SharePoint
4 9 (1.30%) Confluence
5 8 (1.16%) Appian
6 7 (1.01%) Microsoft Exchange
7 6 (0.87%) CMS
8 5 (0.72%) WordPress
9 2 (0.29%) SAS
10 1 (0.14%) Camunda
Applications
1 17 (2.46%) Microsoft PowerPoint
2 13 (1.88%) Chatbot
3 11 (1.59%) Microsoft Office
4 10 (1.45%) Microsoft Excel
5 6 (0.87%) Camtasia
6 5 (0.72%) Spreadsheet
7 4 (0.58%) Microsoft Project
8 1 (0.14%) Blender
8 1 (0.14%) MS Visio
8 1 (0.14%) Trello
Business Applications
1 1 (0.14%) Elite 3E
1 1 (0.14%) Integrated Workplace Management System
1 1 (0.14%) Salesforce CRM
1 1 (0.14%) SAP S/4HANA
Cloud Services
1 226 (32.71%) Azure
2 215 (31.11%) AWS
3 102 (14.76%) GCP
4 67 (9.70%) Power Platform
5 45 (6.51%) Snowflake
6 40 (5.79%) Microsoft Copilot
7 36 (5.21%) Microsoft 365
8 34 (4.92%) Azure Synapse Analytics
9 32 (4.63%) Anthropic Claude
10 31 (4.49%) dbt
11 28 (4.05%) GitHub
12 24 (3.47%) Azure Machine Learning
13 23 (3.33%) Serverless
14 21 (3.04%) Azure DevOps
14 21 (3.04%) SaaS
15 19 (2.75%) Azure Data Factory
15 19 (2.75%) Vertex AI
16 18 (2.60%) Azure AI
17 17 (2.46%) LangSmith
18 16 (2.32%) Copilot Studio
Communications & Networking
1 61 (8.83%) Broadband
2 4 (0.58%) Firewall
3 2 (0.29%) VPN
4 1 (0.14%) ATM
4 1 (0.14%) CTI
4 1 (0.14%) Internet
4 1 (0.14%) Network Security
4 1 (0.14%) Radio Access Network
Database & Business Intelligence
1 55 (7.96%) MongoDB
2 47 (6.80%) Data Warehouse
3 44 (6.37%) PostgreSQL
4 41 (5.93%) Power BI
4 41 (5.93%) Tableau
5 37 (5.35%) Data Lake
6 35 (5.07%) Elasticsearch
6 35 (5.07%) Looker
6 35 (5.07%) Pinecone
7 33 (4.78%) Amazon Redshift
8 32 (4.63%) BigQuery
9 31 (4.49%) Metadata
10 24 (3.47%) Snowflake Schema
11 21 (3.04%) Big Data
12 15 (2.17%) Delta Lake
13 14 (2.03%) Weaviate
14 11 (1.59%) NoSQL
14 11 (1.59%) SQL Server
15 9 (1.30%) Apache Iceberg
15 9 (1.30%) Hadoop
Development Applications
1 58 (8.39%) MLflow
2 26 (3.76%) Git
3 16 (2.32%) JIRA
4 15 (2.17%) Jenkins
5 14 (2.03%) GitLab
6 11 (1.59%) Claude Code
6 11 (1.59%) Vite
7 3 (0.43%) ESLint
8 1 (0.14%) Bitbucket
8 1 (0.14%) Gemini Tracker
General
1 154 (22.29%) Social Skills
2 143 (20.69%) Finance
3 129 (18.67%) Analytical Skills
4 61 (8.83%) Legal
5 56 (8.10%) Law
6 37 (5.35%) Games
7 36 (5.21%) Inclusion and Diversity
8 35 (5.07%) Financial Institution
9 29 (4.20%) Public Sector
10 27 (3.91%) Marketing
11 26 (3.76%) Banking
12 18 (2.60%) Retail
13 15 (2.17%) Presentation Skills
14 12 (1.74%) Manufacturing
15 11 (1.59%) Organisational Skills
16 10 (1.45%) Influencing Skills
16 10 (1.45%) Pharmaceutical
16 10 (1.45%) Telecoms
17 9 (1.30%) Automotive
18 6 (0.87%) Documentation Skills
Job Titles
1 132 (19.10%) Senior
2 103 (14.91%) Artificial Intelligence Engineer
2 103 (14.91%) Lead
3 100 (14.47%) Architect
4 54 (7.81%) Solutions Architect
5 50 (7.24%) Consultant
6 49 (7.09%) Artificial Intelligence Architect
6 49 (7.09%) Developer
7 39 (5.64%) Data Scientist
8 36 (5.21%) Data Engineer
9 31 (4.49%) Analyst
10 29 (4.20%) Gen AI Engineer
11 26 (3.76%) Business Analyst
11 26 (3.76%) Senior Systems Engineer
11 26 (3.76%) Systems Engineer
12 24 (3.47%) Artificial Intelligence Consultant
13 20 (2.89%) Gen AI Developer
13 20 (2.89%) Principal Engineer
14 19 (2.75%) Data Consultant
14 19 (2.75%) Python Developer
Libraries, Frameworks & Software Standards
1 109 (15.77%) PyTorch
2 101 (14.62%) TensorFlow
3 93 (13.46%) LangChain
4 51 (7.38%) scikit-learn
5 46 (6.66%) LlamaIndex
6 45 (6.51%) Kafka
7 40 (5.79%) LangGraph
8 34 (4.92%) pgvector
8 34 (4.92%) RESTful
9 30 (4.34%) REST
10 28 (4.05%) React
11 26 (3.76%) FastAPI
12 23 (3.33%) .NET
12 23 (3.33%) CrewAI
12 23 (3.33%) Faiss
13 20 (2.89%) Model Context Protocol
14 18 (2.60%) CSS
15 17 (2.46%) NumPy
15 17 (2.46%) OAuth
15 17 (2.46%) Pandas
Miscellaneous
1 105 (15.20%) Cloud Native
2 89 (12.88%) AI Agents
3 68 (9.84%) Product Ownership
4 52 (7.53%) Video\Live Streaming
5 44 (6.37%) Low-Code
6 41 (5.93%) Distributed Systems
7 34 (4.92%) Algorithms
8 27 (3.91%) Clustering
8 27 (3.91%) Public Cloud
9 25 (3.62%) Onboarding
10 24 (3.47%) e-Learning
10 24 (3.47%) Life Science
11 18 (2.60%) Podcast
12 13 (1.88%) Management Information System
12 13 (1.88%) Reinsurance
13 10 (1.45%) Data Fabric
13 10 (1.45%) Legacy Systems
14 9 (1.30%) Self-Motivation
15 8 (1.16%) Enterprise Cloud
15 8 (1.16%) Over-the-Top Content
Operating Systems
1 12 (1.74%) Windows
2 3 (0.43%) Linux
3 2 (0.29%) VMS
3 2 (0.29%) Windows Server
4 1 (0.14%) Unix
Processes & Methodologies
1 605 (87.55%) AI
2 285 (41.24%) Machine Learning
3 187 (27.06%) LLM
4 172 (24.89%) Retrieval-Augmented Generation
5 166 (24.02%) Data Science
6 165 (23.88%) Analytics
7 162 (23.44%) CI/CD
8 139 (20.12%) Agile
9 138 (19.97%) Roadmaps
10 114 (16.50%) MLOps
11 113 (16.35%) Use Case
12 102 (14.76%) Continuous Improvement
13 101 (14.62%) Infrastructure as Code
14 99 (14.33%) Software Engineering
15 98 (14.18%) Full-Stack Development
15 98 (14.18%) Problem-Solving
16 96 (13.89%) Mentoring
17 94 (13.60%) Data Pipeline
18 87 (12.59%) Observability
19 84 (12.16%) Data Engineering
Programming Languages
1 266 (38.49%) Python
2 99 (14.33%) SQL
3 39 (5.64%) Go
3 39 (5.64%) TypeScript
4 34 (4.92%) JavaScript
5 25 (3.62%) C#
6 24 (3.47%) Java
7 15 (2.17%) Bash
8 14 (2.03%) Scala
9 8 (1.16%) Bicep
9 8 (1.16%) R
10 5 (0.72%) PowerShell
11 2 (0.29%) C++
11 2 (0.29%) Kusto Query Language
12 1 (0.14%) C
12 1 (0.14%) Rust
Qualifications
1 103 (14.91%) Degree
2 38 (5.50%) Security Cleared
3 28 (4.05%) Master's Degree
4 26 (3.76%) PhD
4 26 (3.76%) SC Cleared
5 15 (2.17%) Azure Certification
5 15 (2.17%) Computer Science Degree
6 10 (1.45%) PMI Certification
6 10 (1.45%) PMP
7 9 (1.30%) AWS Certification
7 9 (1.30%) DBS Check
8 7 (1.01%) Microsoft Certification
9 6 (0.87%) CISSP
9 6 (0.87%) IIBA
9 6 (0.87%) Microsoft Certified Professional
9 6 (0.87%) TOGAF Certification
10 4 (0.58%) (ISC)2 CCSP
10 4 (0.58%) Cisco Certification
11 3 (0.43%) CBAP
11 3 (0.43%) PRINCE2 Certification
Quality Assurance & Compliance
1 43 (6.22%) Data Quality
2 34 (4.92%) GDPR
3 29 (4.20%) Accessibility
4 25 (3.62%) QA
5 23 (3.33%) California Consumer Privacy Act
6 11 (1.59%) GxP
7 10 (1.45%) GRC
7 10 (1.45%) PMO
8 7 (1.01%) EU AI Act
9 3 (0.43%) HIPAA
10 2 (0.29%) NIST
10 2 (0.29%) Solvency II
10 2 (0.29%) WCAG
11 1 (0.14%) IFRS
11 1 (0.14%) IFRS 17
11 1 (0.14%) ISO 19650
11 1 (0.14%) ISO/IEC 27001
11 1 (0.14%) ISO/IEC 42001
11 1 (0.14%) SOC 2
System Software
1 60 (8.68%) Docker
2 8 (1.16%) Active Directory
3 2 (0.29%) Virtual Desktop
3 2 (0.29%) VMware Infrastructure
3 2 (0.29%) vSphere
Systems Management
1 73 (10.56%) Kubernetes
2 54 (7.81%) Terraform
3 10 (1.45%) Kubeflow
4 8 (1.16%) Single Sign-On
5 7 (1.01%) Grafana
6 4 (0.58%) Prometheus
7 3 (0.43%) Ansible
8 2 (0.29%) Argo
8 2 (0.29%) Microsoft Intune
9 1 (0.14%) Systems Management Server (SMS)
Vendors
1 107 (15.48%) Microsoft
2 67 (9.70%) Databricks
3 58 (8.39%) OpenAI
4 38 (5.50%) Google
5 28 (4.05%) Dell
6 25 (3.62%) Cloudera
7 14 (2.03%) ServiceNow
8 12 (1.74%) SAP
9 10 (1.45%) Automation Anywhere
9 10 (1.45%) HighQ
10 9 (1.30%) Palantir
10 9 (1.30%) Salesforce
10 9 (1.30%) UiPath
11 6 (0.87%) Foundry
12 5 (0.72%) iManage
12 5 (0.72%) Legatics
12 5 (0.72%) NVIDIA
13 4 (0.58%) Alteryx
13 4 (0.58%) Anaplan
14 3 (0.43%) AppDynamics