AI Job Trends

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

6 months to
24 Mar 2026
Same period 2025 Same period 2024
Rank 5 34 51
Rank change year-on-year +29 +17 +65
Permanent jobs citing AI 10,149 2,648 3,921
As % of all permanent jobs in the UK 13.22% 6.40% 4.48%
As % of the Processes & Methodologies category 17.06% 6.85% 5.16%
Number of salaries quoted 2,684 1,425 1,878
10th Percentile £33,750 £34,250 £41,250
25th Percentile £50,000 £56,250 £48,750
Median annual salary (50th Percentile) £70,000 £72,500 £70,000
Median % change year-on-year -3.45% +3.57% -
75th Percentile £95,000 £100,000 £92,500
90th Percentile £112,500 £118,750 £115,000
UK excluding London median annual salary £58,497 £66,206 £60,000
% change year-on-year -11.64% +10.34% -7.69%

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 59,482 38,652 75,963
As % of all permanent jobs advertised in the UK 77.48% 93.43% 86.89%
Number of salaries quoted 36,105 22,218 57,058
10th Percentile £30,000 £31,250 £29,000
25th Percentile £40,000 £43,750 £40,000
Median annual salary (50th Percentile) £55,000 £60,000 £55,000
Median % change year-on-year -8.33% +9.09% -11.29%
75th Percentile £77,500 £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% -8.41%

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 24 March 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 24 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 +31 9,325 £70,000 -6.67% 2,883
UK excluding London +28 7,195 £58,497 -11.64% 1,790
North of England +33 2,643 £60,000 -6.07% 454
London +29 2,474 £82,500 -13.16% 1,513
Work from Home +31 2,327 £67,500 +1.93% 1,264
North West +34 1,967 £61,250 -12.50% 228
Midlands +69 1,585 £52,500 -19.23% 209
South East +30 1,425 £52,125 -28.10% 630
West Midlands +68 1,280 £52,500 -12.50% 105
East of England +17 751 £55,000 -16.95% 146
Yorkshire +33 564 £62,500 +38.89% 174
South West +4 384 £60,000 -4.00% 199
East Midlands +55 316 £50,000 -23.08% 103
Scotland +19 274 £70,000 +55.56% 99
Wales +32 118 £47,500 -25.05% 69
North East +42 112 £55,000 -24.14% 54
Northern Ireland -4 62 £90,000 -5.26% 24
Channel Islands - 8 - -

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
1 114 (1.12%) Apache Airflow
2 108 (1.06%) Apache Spark
3 91 (0.90%) SharePoint
4 65 (0.64%) Jupyter
5 57 (0.56%) CMS
5 57 (0.56%) Confluence
6 42 (0.41%) Apache
7 30 (0.30%) ArcGIS
8 27 (0.27%) Palantir Foundry
9 23 (0.23%) WordPress
10 19 (0.19%) Microsoft Exchange
11 17 (0.17%) Appian
12 13 (0.13%) JBoss
12 13 (0.13%) WebSphere
13 11 (0.11%) Oracle SOA Suite
14 9 (0.089%) SAS
15 5 (0.049%) Apache Pulsar
15 5 (0.049%) Apache Solr
15 5 (0.049%) IIS
15 5 (0.049%) Umbraco
Applications
1 952 (9.38%) Microsoft Excel
2 727 (7.16%) Chatbot
3 86 (0.85%) Microsoft Office
4 53 (0.52%) Microsoft PowerPoint
5 22 (0.22%) MS Visio
5 22 (0.22%) Spreadsheet
5 22 (0.22%) UserZoom
6 11 (0.11%) Maya
7 7 (0.069%) Adobe Premiere
8 6 (0.059%) Adobe Creative Suite
8 6 (0.059%) Microsoft Project
8 6 (0.059%) Photoshop
9 5 (0.049%) Adobe Illustrator
9 5 (0.049%) Camtasia
10 4 (0.039%) Adobe After Effects
10 4 (0.039%) CapCut
10 4 (0.039%) Weka
11 3 (0.030%) Final Cut Pro
11 3 (0.030%) Sketch
12 1 (0.010%) Notion
Business Applications
1 37 (0.36%) Dynamics CRM
2 18 (0.18%) NetSuite
3 17 (0.17%) SAP S/4HANA
4 14 (0.14%) Oracle ERP
5 12 (0.12%) Oracle Payables
6 10 (0.099%) Workday HCM
7 8 (0.079%) Distributed Ledger
7 8 (0.079%) Shopify
8 7 (0.069%) Oracle EBS
8 7 (0.069%) Salesforce CRM
9 6 (0.059%) Endur
10 4 (0.039%) Dynamics AX
10 4 (0.039%) Oracle Procure-to-Pay
10 4 (0.039%) Oracle Receivables
10 4 (0.039%) Sparx Enterprise Architect
11 3 (0.030%) Oracle Assets
11 3 (0.030%) Oracle General Ledger
12 2 (0.020%) Oracle Cash Management
12 2 (0.020%) SAP Business One
12 2 (0.020%) SAP ERP
Cloud Services
1 4,162 (41.01%) Cloud Computing
2 1,939 (19.11%) Azure
3 1,247 (12.29%) Power Platform
4 957 (9.43%) Azure AI
5 826 (8.14%) AWS
6 465 (4.58%) SaaS
7 356 (3.51%) GCP
8 214 (2.11%) GitHub
9 196 (1.93%) Microsoft 365
10 177 (1.74%) Snowflake
11 175 (1.72%) Azure DevOps
12 150 (1.48%) Adobe Analytics
13 121 (1.19%) Microsoft Copilot
14 116 (1.14%) Azure Data Factory
15 110 (1.08%) Serverless
16 108 (1.06%) GitHub Copilot
17 102 (1.01%) Entra ID
18 101 (1.00%) Azure Synapse Analytics
19 99 (0.98%) Power Automate
20 92 (0.91%) Figma
Communications & Networking
1 4,053 (39.93%) Internet
2 233 (2.30%) Broadband
3 53 (0.52%) Firewall
4 32 (0.32%) Unified Communications
5 28 (0.28%) Network Security
6 26 (0.26%) VPN
7 20 (0.20%) VoIP
8 19 (0.19%) TCP/IP
9 18 (0.18%) DNS
9 18 (0.18%) HTTP
9 18 (0.18%) WAN
10 15 (0.15%) DHCP
11 14 (0.14%) Telepresence
11 14 (0.14%) WebEx
12 8 (0.079%) VLAN
12 8 (0.079%) Wi-Fi
13 7 (0.069%) SD-WAN
14 6 (0.059%) DMZ
14 6 (0.059%) Intranet
14 6 (0.059%) RTP
Database & Business Intelligence
1 1,111 (10.95%) Power BI
2 996 (9.81%) Tableau
3 197 (1.94%) Data Warehouse
4 147 (1.45%) Data Lake
5 116 (1.14%) SQL Server
6 91 (0.90%) Metadata
6 91 (0.90%) PostgreSQL
7 83 (0.82%) MongoDB
8 82 (0.81%) NoSQL
9 68 (0.67%) BigQuery
10 67 (0.66%) Big Data
11 59 (0.58%) Looker
12 58 (0.57%) Elasticsearch
13 46 (0.45%) Amazon Redshift
14 39 (0.38%) MySQL
15 38 (0.37%) Pinecone
16 36 (0.35%) Snowflake Schema
17 34 (0.34%) Relational Database
18 33 (0.33%) Azure SQL Database
19 32 (0.32%) Apache Hive
Development Applications
1 155 (1.53%) Git
2 100 (0.99%) JIRA
3 78 (0.77%) MLflow
4 58 (0.57%) Visual Studio Code
5 48 (0.47%) Jenkins
6 34 (0.34%) GitLab
7 26 (0.26%) Claude Code
8 25 (0.25%) IBM UrbanCode
8 25 (0.25%) Selenium
9 24 (0.24%) Cypress.io
10 16 (0.16%) Postman
11 12 (0.12%) SpecFlow
11 12 (0.12%) Visual Studio
12 11 (0.11%) Bitbucket
12 11 (0.11%) Oracle Forms
12 11 (0.11%) TeamCity
13 10 (0.099%) Octopus Deploy
14 9 (0.089%) Storybook
15 8 (0.079%) Gradle
15 8 (0.079%) Vite
General
1 6,031 (59.42%) Social Skills
2 4,479 (44.13%) Inclusion and Diversity
3 4,258 (41.95%) Banking
4 1,203 (11.85%) Finance
5 881 (8.68%) Analytical Skills
6 406 (4.00%) Marketing
7 325 (3.20%) Legal
8 311 (3.06%) Public Sector
9 281 (2.77%) Games
10 280 (2.76%) Law
11 264 (2.60%) Retail
12 173 (1.70%) Manufacturing
13 118 (1.16%) Presentation Skills
14 104 (1.02%) Influencing Skills
15 102 (1.01%) Telecoms
16 90 (0.89%) Organisational Skills
17 83 (0.82%) Financial Institution
18 79 (0.78%) Pharmaceutical
19 51 (0.50%) Advertising
20 47 (0.46%) German Language
Job Titles
1 3,159 (31.13%) Lecturer
2 1,048 (10.33%) Analyst
3 897 (8.84%) Data Analyst
4 852 (8.39%) Junior
5 827 (8.15%) Junior Analyst
5 827 (8.15%) Junior Data Analyst
6 773 (7.62%) Senior
7 643 (6.34%) Trainer
8 555 (5.47%) Lead
9 425 (4.19%) Developer
10 335 (3.30%) Architect
11 269 (2.65%) Consultant
12 200 (1.97%) Software Engineer
13 175 (1.72%) Data Engineer
14 153 (1.51%) Solutions Architect
15 146 (1.44%) Artificial Intelligence Engineer
16 108 (1.06%) Data Scientist
17 91 (0.90%) Python Engineer
18 89 (0.88%) Content Editor
18 89 (0.88%) Full-Stack Engineer
Libraries, Frameworks & Software Standards
1 257 (2.53%) React
2 194 (1.91%) PyTorch
3 162 (1.60%) REST
4 160 (1.58%) .NET
5 152 (1.50%) TensorFlow
6 134 (1.32%) HTML
7 131 (1.29%) scikit-learn
8 129 (1.27%) Node.js
9 128 (1.26%) RESTful
10 115 (1.13%) LangChain
11 109 (1.07%) Kafka
12 105 (1.03%) CSS
13 104 (1.02%) Pandas
14 91 (0.90%) Hugging Face
15 87 (0.86%) FastAPI
16 81 (0.80%) Django
17 78 (0.77%) NumPy
18 66 (0.65%) AngularJS
19 65 (0.64%) PySpark
20 63 (0.62%) Spring
Miscellaneous
1 4,077 (40.17%) IoT
2 314 (3.09%) Cloud Native
3 213 (2.10%) Onboarding
4 202 (1.99%) Social Media
5 182 (1.79%) Algorithms
6 177 (1.74%) Product Ownership
7 168 (1.66%) AI Agents
8 144 (1.42%) Robotics
9 138 (1.36%) Self-Motivation
10 130 (1.28%) Blog
11 105 (1.03%) Distributed Systems
12 102 (1.01%) Management Information System
13 97 (0.96%) Enterprise Software
14 96 (0.95%) Low-Code
15 87 (0.86%) Life Science
16 82 (0.81%) Mobile App
17 79 (0.78%) Public Cloud
18 73 (0.72%) Molecular Biology
19 63 (0.62%) Virtual Team
20 60 (0.59%) Data Centre
Operating Systems
1 96 (0.95%) Linux
2 95 (0.94%) Windows
3 85 (0.84%) Android
4 60 (0.59%) Unix
5 59 (0.58%) Apple iOS
6 31 (0.31%) Windows Server
7 15 (0.15%) Ubuntu
8 9 (0.089%) Mac OS
9 5 (0.049%) VMS
9 5 (0.049%) Windows Server 2016
10 4 (0.039%) Robot Operating System
11 3 (0.030%) OpenWrt
12 2 (0.020%) Kali Linux
12 2 (0.020%) Mac OS X
12 2 (0.020%) zOS
13 1 (0.010%) FreeRTOS
13 1 (0.010%) Red Hat Enterprise Linux
13 1 (0.010%) Solaris
13 1 (0.010%) Windows Server 2019
Processes & Methodologies
1 5,178 (51.02%) Machine Learning
2 4,329 (42.65%) User Experience
3 4,323 (42.60%) Cybersecurity
4 4,073 (40.13%) Web Development
5 1,283 (12.64%) Analytics
6 1,271 (12.52%) Business Intelligence
7 1,008 (9.93%) Agile
8 799 (7.87%) Conversational UI
9 776 (7.65%) Roadmaps
10 773 (7.62%) Problem-Solving
11 668 (6.58%) CI/CD
12 647 (6.38%) Decision-Making
13 622 (6.13%) Continuous Improvement
14 596 (5.87%) Software Engineering
15 564 (5.56%) Data Science
15 564 (5.56%) Generative AI
16 560 (5.52%) DevOps
17 543 (5.35%) LLM
18 495 (4.88%) Mentoring
19 407 (4.01%) Computer Science
Programming Languages
1 2,090 (20.59%) Python
2 1,460 (14.39%) SQL
3 252 (2.48%) JavaScript
4 250 (2.46%) Java
5 223 (2.20%) TypeScript
6 177 (1.74%) C#
7 83 (0.82%) C++
8 72 (0.71%) Go
9 67 (0.66%) Bash
9 67 (0.66%) PowerShell
10 56 (0.55%) R
11 40 (0.39%) Kotlin
12 37 (0.36%) PHP
13 29 (0.29%) Rust
14 27 (0.27%) Data Analysis Expressions
14 27 (0.27%) Scala
15 21 (0.21%) Apex Code
16 19 (0.19%) Bicep
17 18 (0.18%) C
18 17 (0.17%) Swift
Qualifications
1 5,529 (54.48%) Degree
2 4,537 (44.70%) Master's Degree
3 4,468 (44.02%) PhD
4 4,051 (39.92%) Postgraduate
5 883 (8.70%) Azure Certification
6 294 (2.90%) Security Cleared
7 194 (1.91%) SC Cleared
8 185 (1.82%) Computer Science Degree
9 117 (1.15%) AWS Certification
10 96 (0.95%) DV Cleared
11 71 (0.70%) DBS Check
12 56 (0.55%) AWS Certified Cloud Practitioner
13 50 (0.49%) PMP
14 46 (0.45%) CISSP
15 44 (0.43%) ACCA
16 42 (0.41%) Microsoft Certification
17 35 (0.34%) PMI Certification
18 31 (0.31%) Numerate Degree
19 29 (0.29%) Cisco Certification
20 22 (0.22%) CISA
Quality Assurance & Compliance
1 326 (3.21%) Accessibility
2 261 (2.57%) Data Quality
3 165 (1.63%) GDPR
4 162 (1.60%) QA
5 71 (0.70%) ISO/IEC 27001
6 62 (0.61%) WCAG
7 49 (0.48%) EU AI Act
8 41 (0.40%) GRC
9 40 (0.39%) HIPAA
10 39 (0.38%) California Consumer Privacy Act
11 38 (0.37%) NIST
12 35 (0.34%) IFRS
13 29 (0.29%) GxP
14 26 (0.26%) PMO
15 25 (0.25%) Actionable Recommendations
16 24 (0.24%) Solvency II
17 21 (0.21%) PSD2
17 21 (0.21%) SLA
18 20 (0.20%) Cyber Essentials
19 16 (0.16%) ISO/IEC 42001
System Software
1 267 (2.63%) Docker
2 83 (0.82%) Active Directory
3 33 (0.33%) Virtual Machines
4 14 (0.14%) VMware Infrastructure
5 13 (0.13%) Firmware
6 9 (0.089%) Virtual Desktop
6 9 (0.089%) vSphere
7 4 (0.039%) Lustre
7 4 (0.039%) Slurm Workload Manager
8 3 (0.030%) Kamailio
8 3 (0.030%) VMware ESXi
9 2 (0.020%) Ceph
9 2 (0.020%) GPFS
9 2 (0.020%) Hyper-V
9 2 (0.020%) RACF
10 1 (0.010%) Apache Flume
10 1 (0.010%) Oracle RAC
Systems Management
1 252 (2.48%) Kubernetes
2 215 (2.12%) Terraform
3 61 (0.60%) Ansible
4 41 (0.40%) Single Sign-On
5 39 (0.38%) Prometheus
6 37 (0.36%) Grafana
7 35 (0.34%) Microsoft Intune
8 14 (0.14%) Cisco CUCM
9 8 (0.079%) Kubeflow
10 7 (0.069%) Argo
10 7 (0.069%) Proxmox
10 7 (0.069%) vCenter Server
11 4 (0.039%) Active Directory Federation Services
11 4 (0.039%) Control-M
11 4 (0.039%) RSA Archer
11 4 (0.039%) SolarWinds Orion
12 3 (0.030%) Computer Emergency Response Teams
12 3 (0.030%) HP Fortify
13 2 (0.020%) Microsoft Data Protection Manager
13 2 (0.020%) Thomson Reuters DACS
Vendors
1 1,642 (16.18%) Microsoft
2 632 (6.23%) PayPal
3 249 (2.45%) Databricks
4 203 (2.00%) Adobe
5 199 (1.96%) Google
6 149 (1.47%) Dell
7 113 (1.11%) OpenAI
8 108 (1.06%) Oracle
9 94 (0.93%) Salesforce
10 77 (0.76%) Cisco
11 70 (0.69%) SAP
12 58 (0.57%) Foundry
13 52 (0.51%) Palantir
14 47 (0.46%) Alteryx
15 43 (0.42%) ServiceNow
16 42 (0.41%) Informatica
17 35 (0.34%) Bloomberg
18 31 (0.31%) Apple
18 31 (0.31%) Red Hat
19 29 (0.29%) Fortinet