Generative AI Job Trends

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

6 months to
14 Mar 2026
Same period 2025 Same period 2024
Rank 268 327 593
Rank change year-on-year +59 +266 +422
Permanent jobs citing Generative AI 571 422 245
As % of all permanent jobs in the UK 0.77% 0.97% 0.29%
As % of the Processes & Methodologies category 0.99% 1.03% 0.33%
Number of salaries quoted 328 239 112
10th Percentile £44,972 £55,500 £52,500
25th Percentile £58,014 £72,500 £64,688
Median annual salary (50th Percentile) £80,000 £85,000 £80,000
Median % change year-on-year -5.88% +6.25% +10.34%
75th Percentile £100,000 £100,000 £96,539
90th Percentile £115,000 £105,000 £122,500
UK excluding London median annual salary £59,450 £90,000 £70,000
% change year-on-year -33.94% +28.57% -

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 57,853 40,823 73,554
As % of all permanent jobs advertised in the UK 78.06% 93.60% 87.34%
Number of salaries quoted 35,092 22,156 55,922
10th Percentile £29,750 £32,366 £29,000
25th Percentile £39,911 £45,000 £40,000
Median annual salary (50th Percentile) £55,000 £60,000 £55,000
Median % change year-on-year -8.33% +9.09% -11.86%
75th Percentile £76,674 £80,000 £73,750
90th Percentile £97,500 £102,500 £93,750
UK excluding London median annual salary £50,000 £55,000 £50,000
% change year-on-year -9.09% +10.00% -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 14 March 2026.

Salary histogram for Generative AI in the UK

Generative 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 Generative AI within the UK over the 6 months to 14 March 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 +58 508 £80,000 -11.11% 392
London +120 298 £95,000 +11.76% 272
UK excluding London -51 200 £59,450 -33.94% 212
Work from Home +78 179 £75,000 -6.25% 161
East of England +44 67 £55,000 -45.00% 6
North of England -53 47 £61,250 -33.78% 44
South East -48 46 £75,000 -25.00% 101
North West -4 31 £61,418 -33.60% 21
Midlands -35 17 £87,500 +16.67% 28
West Midlands -1 14 £88,750 +97.22% 23
Yorkshire -50 14 £56,750 -38.65% 16
South West -35 12 £77,342 +7.43% 17
Scotland -24 6 £80,500 +4.55% 16
Northern Ireland -30 4 £62,500 -35.90%
East Midlands -41 3 £55,000 -28.57% 5
North East -24 2 £60,249 -21.76% 7
Wales -10 1 £35,000 - 1

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 32 (5.60%) Apache Spark
2 25 (4.38%) Apache Airflow
3 15 (2.63%) SharePoint
4 12 (2.10%) Appian
5 11 (1.93%) Confluence
6 5 (0.88%) CMS
7 4 (0.70%) WordPress
8 3 (0.53%) Microsoft Exchange
8 3 (0.53%) SAS
9 1 (0.18%) Camunda
9 1 (0.18%) Oracle SOA Suite
9 1 (0.18%) Palantir Foundry
Applications
1 48 (8.41%) Microsoft Office
2 12 (2.10%) Microsoft PowerPoint
3 10 (1.75%) Chatbot
4 8 (1.40%) Microsoft Excel
5 4 (0.70%) Camtasia
5 4 (0.70%) Microsoft Project
5 4 (0.70%) Spreadsheet
6 1 (0.18%) Blender
6 1 (0.18%) MS Visio
Business Applications
1 2 (0.35%) Oracle ERP
2 1 (0.18%) Integrated Workplace Management System
2 1 (0.18%) Salesforce CRM
Cloud Services
1 172 (30.12%) Azure
2 142 (24.87%) AWS
3 72 (12.61%) GCP
4 47 (8.23%) Power Platform
5 42 (7.36%) SaaS
6 37 (6.48%) Snowflake
7 30 (5.25%) Microsoft Copilot
8 29 (5.08%) Microsoft 365
9 26 (4.55%) Azure Data Factory
10 25 (4.38%) Anthropic Claude
11 22 (3.85%) Azure AI
12 21 (3.68%) Azure Machine Learning
12 21 (3.68%) Azure Synapse Analytics
12 21 (3.68%) Serverless
13 18 (3.15%) Azure DevOps
13 18 (3.15%) ChatGPT
14 17 (2.98%) GitHub
14 17 (2.98%) Vertex AI
15 16 (2.80%) dbt
15 16 (2.80%) PaaS
Communications & Networking
1 23 (4.03%) Broadband
2 1 (0.18%) ATM
2 1 (0.18%) CTI
2 1 (0.18%) Network Security
2 1 (0.18%) Radio Access Network
Database & Business Intelligence
1 36 (6.30%) Data Lake
2 35 (6.13%) Power BI
3 32 (5.60%) Data Warehouse
3 32 (5.60%) Metadata
3 32 (5.60%) Pinecone
4 30 (5.25%) Tableau
5 23 (4.03%) BigQuery
6 21 (3.68%) Elasticsearch
6 21 (3.68%) Looker
7 20 (3.50%) Amazon Redshift
8 18 (3.15%) MongoDB
8 18 (3.15%) PostgreSQL
9 17 (2.98%) SQL Server
10 15 (2.63%) NoSQL
11 14 (2.45%) Big Data
12 11 (1.93%) Delta Lake
12 11 (1.93%) Hadoop
13 10 (1.75%) Snowflake Schema
13 10 (1.75%) Weaviate
14 9 (1.58%) Apache Iceberg
Development Applications
1 46 (8.06%) MLflow
2 24 (4.20%) Git
3 16 (2.80%) JIRA
4 9 (1.58%) Jenkins
5 7 (1.23%) GitLab
5 7 (1.23%) Vite
6 5 (0.88%) GitBook
7 4 (0.70%) ER Studio
7 4 (0.70%) ERwin
7 4 (0.70%) PowerDesigner
8 3 (0.53%) ESLint
8 3 (0.53%) JMeter
8 3 (0.53%) LoadRunner
8 3 (0.53%) Selenium
8 3 (0.53%) SonarQube
9 2 (0.35%) Claude Code
10 1 (0.18%) Burp Suite
10 1 (0.18%) NeoLoad
10 1 (0.18%) Postman
10 1 (0.18%) REST Assured
General
1 153 (26.80%) Social Skills
2 144 (25.22%) Finance
3 133 (23.29%) Analytical Skills
4 49 (8.58%) Legal
5 37 (6.48%) Law
6 30 (5.25%) Public Sector
7 29 (5.08%) German Language
7 29 (5.08%) Inclusion and Diversity
8 26 (4.55%) Banking
8 26 (4.55%) Marketing
9 25 (4.38%) Pharmaceutical
9 25 (4.38%) Retail
10 24 (4.20%) Documentation Skills
11 17 (2.98%) Influencing Skills
12 15 (2.63%) Presentation Skills
13 14 (2.45%) Financial Institution
14 13 (2.28%) Organisational Skills
15 12 (2.10%) Games
16 11 (1.93%) Advertising
17 9 (1.58%) Telecoms
Job Titles
1 119 (20.84%) Senior
2 99 (17.34%) Lead
3 55 (9.63%) Artificial Intelligence Engineer
4 46 (8.06%) Architect
5 40 (7.01%) Consultant
6 35 (6.13%) Analyst
7 34 (5.95%) Data Engineer
8 29 (5.08%) Business Analyst
9 27 (4.73%) Solutions Architect
10 26 (4.55%) Developer
11 22 (3.85%) Artificial Intelligence Consultant
12 21 (3.68%) Data Scientist
13 17 (2.98%) Data Consultant
14 16 (2.80%) Senior Consultant
15 15 (2.63%) Full-Stack Developer
15 15 (2.63%) Gen AI Engineer
15 15 (2.63%) Senior Data Scientist
16 14 (2.45%) Full-Stack Engineer
17 12 (2.10%) Artificial Intelligence Architect
17 12 (2.10%) Automation Engineer
Libraries, Frameworks & Software Standards
1 89 (15.59%) PyTorch
2 83 (14.54%) TensorFlow
3 53 (9.28%) LangChain
4 34 (5.95%) scikit-learn
5 28 (4.90%) REST
6 27 (4.73%) LangGraph
7 25 (4.38%) FastAPI
8 24 (4.20%) Faiss
8 24 (4.20%) React
9 22 (3.85%) Hugging Face
10 20 (3.50%) LlamaIndex
11 19 (3.33%) Kafka
11 19 (3.33%) OAuth
12 18 (3.15%) RESTful
13 17 (2.98%) .NET
13 17 (2.98%) Pandas
14 16 (2.80%) Model Context Protocol
14 16 (2.80%) NumPy
14 16 (2.80%) pgvector
15 15 (2.63%) CrewAI
Miscellaneous
1 87 (15.24%) AI Agents
2 47 (8.23%) Onboarding
2 47 (8.23%) Product Ownership
3 37 (6.48%) Cloud Native
4 29 (5.08%) Algorithms
5 27 (4.73%) Life Science
6 25 (4.38%) Low-Code
7 18 (3.15%) Management Information System
8 15 (2.63%) Video\Live Streaming
9 13 (2.28%) Legacy Systems
10 11 (1.93%) Clustering
11 10 (1.75%) Data Centre
11 10 (1.75%) Distributed Systems
11 10 (1.75%) e-Learning
11 10 (1.75%) Enterprise Cloud
12 9 (1.58%) Public Cloud
12 9 (1.58%) Reinsurance
13 8 (1.40%) Data Fabric
13 8 (1.40%) Data Protection Act
14 6 (1.05%) Self-Motivation
Operating Systems
1 11 (1.93%) Windows
2 3 (0.53%) Linux
3 1 (0.18%) Unix
3 1 (0.18%) Windows Server
Processes & Methodologies
1 524 (91.77%) AI
2 216 (37.83%) Machine Learning
3 186 (32.57%) LLM
4 160 (28.02%) Analytics
5 134 (23.47%) Data Science
6 124 (21.72%) Agile
7 123 (21.54%) Roadmaps
8 109 (19.09%) CI/CD
8 109 (19.09%) Retrieval-Augmented Generation
9 107 (18.74%) Problem-Solving
10 82 (14.36%) Open Source
11 81 (14.19%) Computer Science
12 80 (14.01%) Use Case
13 78 (13.66%) Decision-Making
13 78 (13.66%) Mentoring
14 73 (12.78%) Data Engineering
15 72 (12.61%) MLOps
16 71 (12.43%) Data Pipeline
16 71 (12.43%) Stakeholder Management
17 66 (11.56%) DevOps
Programming Languages
1 184 (32.22%) Python
2 78 (13.66%) SQL
3 37 (6.48%) TypeScript
4 21 (3.68%) Java
5 18 (3.15%) JavaScript
6 15 (2.63%) Go
7 14 (2.45%) Bash
7 14 (2.45%) C#
8 11 (1.93%) Scala
9 9 (1.58%) R
9 9 (1.58%) Rust
10 3 (0.53%) Bicep
10 3 (0.53%) PowerShell
11 2 (0.35%) C++
Qualifications
1 156 (27.32%) Degree
2 56 (9.81%) Master's Degree
3 36 (6.30%) PhD
4 35 (6.13%) Security Cleared
5 28 (4.90%) SC Cleared
6 26 (4.55%) Computer Science Degree
7 19 (3.33%) DBS Check
8 17 (2.98%) Azure Certification
9 15 (2.63%) AWS Certification
9 15 (2.63%) PMI Certification
10 14 (2.45%) PMP
11 10 (1.75%) IIBA
12 9 (1.58%) Microsoft Certified Professional
13 5 (0.88%) AWS Certified Solutions Architect
13 5 (0.88%) TOGAF Certification
14 4 (0.70%) (ISC)2 CCSP
14 4 (0.70%) Cisco Certification
14 4 (0.70%) CISSP
15 3 (0.53%) Microsoft Certification
15 3 (0.53%) PRINCE2 Certification
Quality Assurance & Compliance
1 54 (9.46%) Data Quality
2 29 (5.08%) Accessibility
3 23 (4.03%) QA
4 20 (3.50%) GDPR
4 20 (3.50%) GxP
5 9 (1.58%) California Consumer Privacy Act
6 6 (1.05%) GRC
6 6 (1.05%) PMO
7 5 (0.88%) EU AI Act
8 2 (0.35%) ISO/IEC 27001
8 2 (0.35%) ISO/IEC 42001
8 2 (0.35%) NIST
8 2 (0.35%) WCAG
9 1 (0.18%) Cyber Essentials
9 1 (0.18%) Cyber Essentials PLUS
9 1 (0.18%) HIPAA
9 1 (0.18%) ISO 13485
9 1 (0.18%) SLA
9 1 (0.18%) SOC 2
9 1 (0.18%) Solvency II
System Software
1 63 (11.03%) Docker
2 4 (0.70%) Active Directory
3 1 (0.18%) VMware Infrastructure
Systems Management
1 46 (8.06%) Kubernetes
2 33 (5.78%) Terraform
3 10 (1.75%) Single Sign-On
4 7 (1.23%) Grafana
5 6 (1.05%) Prometheus
6 4 (0.70%) Kubeflow
7 2 (0.35%) Ansible
7 2 (0.35%) Control-M
7 2 (0.35%) HP Fortify
Vendors
1 124 (21.72%) Microsoft
2 55 (9.63%) Databricks
3 45 (7.88%) OpenAI
4 41 (7.18%) Google
5 18 (3.15%) Dell
6 17 (2.98%) ServiceNow
7 14 (2.45%) Automation Anywhere
8 13 (2.28%) UiPath
9 11 (1.93%) Palantir
10 10 (1.75%) Oracle
10 10 (1.75%) Salesforce
11 9 (1.58%) Cloudera
12 8 (1.40%) Alteryx
12 8 (1.40%) Anaplan
12 8 (1.40%) NVIDIA
13 7 (1.23%) IBM
13 7 (1.23%) SAP
14 5 (0.88%) iManage
15 4 (0.70%) Facebook
15 4 (0.70%) Informatica