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

6 months to
19 Mar 2026
Same period 2025 Same period 2024
Rank 4 35 53
Rank change year-on-year +31 +18 +66
Permanent jobs citing AI 10,078 2,636 3,646
As % of all permanent jobs in the UK 13.43% 6.20% 4.29%
As % of the Processes & Methodologies category 17.27% 6.63% 4.92%
Number of salaries quoted 2,624 1,408 1,853
10th Percentile £33,750 £35,000 £41,250
25th Percentile £50,000 £56,250 £47,500
Median annual salary (50th Percentile) £70,000 £72,500 £70,000
Median % change year-on-year -3.45% +3.57% -
75th Percentile £93,750 £100,000 £92,500
90th Percentile £110,000 £117,875 £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 58,352 39,745 74,141
As % of all permanent jobs advertised in the UK 77.73% 93.47% 87.16%
Number of salaries quoted 35,337 22,215 56,156
10th Percentile £29,750 £31,750 £29,029
25th Percentile £40,000 £44,000 £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 £77,424 £80,000 £73,750
90th Percentile £97,500 £102,410 £93,750
UK excluding London median annual salary £50,000 £55,000 £50,000
% change year-on-year -9.09% +10.00% -8.90%

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 19 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 19 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 +32 9,238 £70,000 -6.67% 2,804
UK excluding London +29 7,177 £58,497 -11.64% 1,820
North of England +39 2,656 £60,000 -6.07% 436
London +30 2,408 £81,500 -11.89% 1,456
Work from Home +31 2,395 £65,000 -1.85% 1,208
North West +34 1,973 £61,418 -13.80% 211
Midlands +77 1,576 £52,500 -19.23% 216
South East +33 1,419 £50,000 -33.33% 651
West Midlands +68 1,276 £52,500 -12.50% 115
East of England +18 737 £55,000 -16.95% 173
Yorkshire +34 568 £63,750 +41.67% 166
South West +8 382 £60,000 - 194
East Midlands +52 311 £50,000 -23.08% 101
Scotland +20 276 £70,000 +55.56% 104
Wales +34 121 £47,500 -25.05% 65
North East +44 115 £55,000 -24.14% 61
Northern Ireland 0 62 £90,000 -5.26% 23
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
1 103 (1.02%) Apache Airflow
2 96 (0.95%) Apache Spark
3 93 (0.92%) SharePoint
4 65 (0.64%) Jupyter
5 54 (0.54%) Confluence
6 52 (0.52%) CMS
7 41 (0.41%) Apache
8 30 (0.30%) ArcGIS
9 28 (0.28%) Palantir Foundry
10 22 (0.22%) WordPress
11 19 (0.19%) Microsoft Exchange
12 17 (0.17%) Appian
13 13 (0.13%) JBoss
13 13 (0.13%) WebSphere
14 11 (0.11%) Oracle SOA Suite
15 8 (0.079%) SAS
16 5 (0.050%) Apache Pulsar
16 5 (0.050%) Apache Solr
16 5 (0.050%) IIS
16 5 (0.050%) Umbraco
Applications
1 900 (8.93%) Microsoft Excel
2 833 (8.27%) Chatbot
3 87 (0.86%) Microsoft Office
4 52 (0.52%) Microsoft PowerPoint
5 22 (0.22%) MS Visio
5 22 (0.22%) UserZoom
6 20 (0.20%) Spreadsheet
7 11 (0.11%) Maya
8 7 (0.069%) Adobe Premiere
9 6 (0.060%) Adobe Creative Suite
9 6 (0.060%) Microsoft Project
9 6 (0.060%) Photoshop
10 5 (0.050%) Adobe Illustrator
10 5 (0.050%) Camtasia
11 4 (0.040%) Adobe After Effects
11 4 (0.040%) CapCut
11 4 (0.040%) Weka
12 3 (0.030%) Final Cut Pro
12 3 (0.030%) Sketch
13 1 (0.010%) Notion
Business Applications
1 38 (0.38%) Dynamics CRM
2 18 (0.18%) NetSuite
3 17 (0.17%) SAP S/4HANA
4 13 (0.13%) 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%) Endur
8 7 (0.069%) Oracle EBS
8 7 (0.069%) Salesforce CRM
9 4 (0.040%) Dynamics AX
9 4 (0.040%) Oracle Procure-to-Pay
9 4 (0.040%) Oracle Receivables
9 4 (0.040%) Sparx Enterprise Architect
10 3 (0.030%) Oracle Assets
11 2 (0.020%) Oracle Cash Management
11 2 (0.020%) Oracle General Ledger
11 2 (0.020%) SAP Business One
11 2 (0.020%) SAP ERP
Cloud Services
1 4,155 (41.23%) Cloud Computing
2 1,847 (18.33%) Azure
3 1,179 (11.70%) Power Platform
4 885 (8.78%) Azure AI
5 801 (7.95%) AWS
6 462 (4.58%) SaaS
7 337 (3.34%) GCP
8 212 (2.10%) GitHub
9 199 (1.97%) Microsoft 365
10 173 (1.72%) Azure DevOps
11 141 (1.40%) Snowflake
12 126 (1.25%) Adobe Analytics
13 122 (1.21%) Microsoft Copilot
14 116 (1.15%) Azure Data Factory
15 108 (1.07%) GitHub Copilot
15 108 (1.07%) Serverless
16 101 (1.00%) Entra ID
17 99 (0.98%) Power Automate
18 82 (0.81%) Figma
19 78 (0.77%) dbt
Communications & Networking
1 4,052 (40.21%) Internet
2 207 (2.05%) Broadband
3 51 (0.51%) 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%) WAN
9 18 (0.18%) HTTP
9 18 (0.18%) TCP/IP
10 17 (0.17%) DNS
11 14 (0.14%) DHCP
11 14 (0.14%) Telepresence
11 14 (0.14%) WebEx
12 9 (0.089%) VLAN
12 9 (0.089%) Wi-Fi
13 8 (0.079%) SD-WAN
14 6 (0.060%) DMZ
14 6 (0.060%) Intranet
14 6 (0.060%) RTP
Database & Business Intelligence
1 1,041 (10.33%) Power BI
2 925 (9.18%) Tableau
3 175 (1.74%) Data Warehouse
4 126 (1.25%) Data Lake
5 104 (1.03%) SQL Server
6 90 (0.89%) Metadata
6 90 (0.89%) PostgreSQL
7 81 (0.80%) NoSQL
8 80 (0.79%) MongoDB
9 67 (0.66%) Big Data
10 56 (0.56%) BigQuery
11 47 (0.47%) Elasticsearch
12 46 (0.46%) Looker
13 39 (0.39%) MySQL
14 37 (0.37%) Pinecone
15 36 (0.36%) Amazon Redshift
16 33 (0.33%) Relational Database
17 32 (0.32%) Apache Hive
17 32 (0.32%) Azure SQL Database
18 31 (0.31%) GIS
Development Applications
1 158 (1.57%) Git
2 100 (0.99%) JIRA
3 67 (0.66%) MLflow
4 58 (0.58%) Visual Studio Code
5 47 (0.47%) Jenkins
6 33 (0.33%) GitLab
7 25 (0.25%) IBM UrbanCode
8 24 (0.24%) Cypress.io
9 23 (0.23%) Selenium
10 22 (0.22%) Claude Code
11 16 (0.16%) Postman
12 14 (0.14%) TeamCity
13 13 (0.13%) Octopus Deploy
14 12 (0.12%) SpecFlow
14 12 (0.12%) Visual Studio
15 11 (0.11%) Bitbucket
15 11 (0.11%) Oracle Forms
16 9 (0.089%) Storybook
17 8 (0.079%) Gradle
17 8 (0.079%) Vite
General
1 5,967 (59.21%) Social Skills
2 4,475 (44.40%) Inclusion and Diversity
3 4,257 (42.24%) Banking
4 1,185 (11.76%) Finance
5 884 (8.77%) Analytical Skills
6 402 (3.99%) Marketing
7 316 (3.14%) Public Sector
8 314 (3.12%) Legal
9 274 (2.72%) Law
10 264 (2.62%) Retail
11 254 (2.52%) Games
12 169 (1.68%) Manufacturing
13 114 (1.13%) Presentation Skills
14 104 (1.03%) Telecoms
15 99 (0.98%) Influencing Skills
16 88 (0.87%) Organisational Skills
17 84 (0.83%) Financial Institution
18 82 (0.81%) Pharmaceutical
19 48 (0.48%) German Language
20 47 (0.47%) Advertising
Job Titles
1 3,160 (31.36%) Lecturer
2 994 (9.86%) Analyst
3 843 (8.36%) Data Analyst
4 797 (7.91%) Junior
5 772 (7.66%) Junior Analyst
5 772 (7.66%) Junior Data Analyst
6 761 (7.55%) Senior
7 750 (7.44%) Trainer
8 528 (5.24%) Lead
9 427 (4.24%) Developer
10 316 (3.14%) Architect
11 274 (2.72%) Consultant
12 193 (1.92%) Software Engineer
13 168 (1.67%) Data Engineer
14 143 (1.42%) Solutions Architect
15 139 (1.38%) Artificial Intelligence Engineer
16 103 (1.02%) Data Scientist
17 102 (1.01%) Content Editor
18 90 (0.89%) Senior Manager
19 88 (0.87%) Senior Developer
Libraries, Frameworks & Software Standards
1 252 (2.50%) React
2 180 (1.79%) PyTorch
3 164 (1.63%) .NET
4 162 (1.61%) REST
5 139 (1.38%) TensorFlow
6 128 (1.27%) Node.js
7 126 (1.25%) HTML
8 123 (1.22%) RESTful
9 121 (1.20%) scikit-learn
10 104 (1.03%) Pandas
11 100 (0.99%) LangChain
12 98 (0.97%) CSS
13 96 (0.95%) Kafka
14 91 (0.90%) Hugging Face
15 86 (0.85%) FastAPI
16 80 (0.79%) Django
17 78 (0.77%) NumPy
18 66 (0.65%) AngularJS
19 64 (0.64%) PySpark
20 63 (0.63%) Spring
Miscellaneous
1 4,077 (40.45%) IoT
2 300 (2.98%) Cloud Native
3 206 (2.04%) Onboarding
4 181 (1.80%) Algorithms
5 178 (1.77%) Social Media
6 170 (1.69%) Product Ownership
7 169 (1.68%) AI Agents
8 136 (1.35%) Robotics
8 136 (1.35%) Self-Motivation
9 128 (1.27%) Blog
10 107 (1.06%) Distributed Systems
11 98 (0.97%) Management Information System
12 97 (0.96%) Enterprise Software
13 93 (0.92%) Low-Code
14 86 (0.85%) Life Science
15 82 (0.81%) Mobile App
16 73 (0.72%) Molecular Biology
17 69 (0.68%) Public Cloud
18 64 (0.64%) Virtual Team
19 62 (0.62%) Legacy Systems
Operating Systems
1 90 (0.89%) Linux
2 89 (0.88%) Windows
3 86 (0.85%) Android
4 60 (0.60%) Apple iOS
4 60 (0.60%) Unix
5 31 (0.31%) Windows Server
6 15 (0.15%) Ubuntu
7 9 (0.089%) Mac OS
8 5 (0.050%) VMS
8 5 (0.050%) Windows Server 2016
9 4 (0.040%) Robot Operating System
10 3 (0.030%) OpenWrt
11 2 (0.020%) Kali Linux
11 2 (0.020%) Mac OS X
11 2 (0.020%) Windows Server 2019
11 2 (0.020%) zOS
12 1 (0.010%) FreeRTOS
12 1 (0.010%) Solaris
Processes & Methodologies
1 5,141 (51.01%) Machine Learning
2 4,323 (42.90%) User Experience
3 4,319 (42.86%) Cybersecurity
4 4,073 (40.41%) Web Development
5 1,213 (12.04%) Analytics
6 1,193 (11.84%) Business Intelligence
7 965 (9.58%) Agile
8 899 (8.92%) Conversational UI
9 751 (7.45%) Problem-Solving
10 723 (7.17%) Roadmaps
11 659 (6.54%) CI/CD
12 624 (6.19%) Decision-Making
13 607 (6.02%) Continuous Improvement
14 577 (5.73%) Software Engineering
15 547 (5.43%) DevOps
16 540 (5.36%) Generative AI
17 536 (5.32%) Data Science
18 529 (5.25%) LLM
19 486 (4.82%) Mentoring
20 400 (3.97%) Computer Science
Programming Languages
1 2,004 (19.88%) Python
2 1,384 (13.73%) SQL
3 247 (2.45%) Java
3 247 (2.45%) JavaScript
4 222 (2.20%) TypeScript
5 176 (1.75%) C#
6 80 (0.79%) C++
7 71 (0.70%) Go
8 70 (0.69%) PowerShell
9 64 (0.64%) Bash
10 53 (0.53%) R
11 41 (0.41%) Kotlin
12 37 (0.37%) PHP
13 29 (0.29%) Rust
14 26 (0.26%) Data Analysis Expressions
15 25 (0.25%) Scala
16 21 (0.21%) Apex Code
17 18 (0.18%) Swift
18 17 (0.17%) Bicep
19 16 (0.16%) T-SQL
Qualifications
1 5,608 (55.65%) Degree
2 4,580 (45.45%) Master's Degree
3 4,523 (44.88%) PhD
4 4,051 (40.20%) Postgraduate
5 830 (8.24%) Azure Certification
6 293 (2.91%) Security Cleared
7 195 (1.93%) SC Cleared
8 184 (1.83%) Computer Science Degree
9 118 (1.17%) AWS Certification
10 93 (0.92%) DV Cleared
11 70 (0.69%) DBS Check
12 56 (0.56%) AWS Certified Cloud Practitioner
13 51 (0.51%) PMP
14 48 (0.48%) CISSP
15 46 (0.46%) ACCA
16 42 (0.42%) Microsoft Certification
17 36 (0.36%) PMI Certification
18 32 (0.32%) Cisco Certification
19 31 (0.31%) Numerate Degree
20 23 (0.23%) CISA
Quality Assurance & Compliance
1 304 (3.02%) Accessibility
2 257 (2.55%) Data Quality
3 160 (1.59%) QA
4 150 (1.49%) GDPR
5 68 (0.67%) ISO/IEC 27001
6 55 (0.55%) WCAG
7 48 (0.48%) EU AI Act
8 37 (0.37%) GRC
8 37 (0.37%) HIPAA
8 37 (0.37%) NIST
9 36 (0.36%) IFRS
10 29 (0.29%) California Consumer Privacy Act
10 29 (0.29%) GxP
11 25 (0.25%) Actionable Recommendations
11 25 (0.25%) PMO
12 24 (0.24%) Solvency II
13 21 (0.21%) PSD2
13 21 (0.21%) SLA
14 20 (0.20%) Cyber Essentials
15 17 (0.17%) ISO/IEC 42001
System Software
1 265 (2.63%) Docker
2 82 (0.81%) Active Directory
3 18 (0.18%) Virtual Machines
4 15 (0.15%) VMware Infrastructure
5 13 (0.13%) Firmware
6 10 (0.099%) vSphere
7 9 (0.089%) Virtual Desktop
8 4 (0.040%) Lustre
8 4 (0.040%) Slurm Workload Manager
9 3 (0.030%) Kamailio
9 3 (0.030%) VMware ESXi
10 2 (0.020%) Ceph
10 2 (0.020%) GPFS
10 2 (0.020%) Hyper-V
10 2 (0.020%) RACF
11 1 (0.010%) Oracle RAC
Systems Management
1 249 (2.47%) Kubernetes
2 216 (2.14%) Terraform
3 59 (0.59%) Ansible
4 41 (0.41%) Single Sign-On
5 39 (0.39%) Prometheus
6 37 (0.37%) Grafana
7 35 (0.35%) Microsoft Intune
8 14 (0.14%) Cisco CUCM
9 7 (0.069%) Argo
9 7 (0.069%) Proxmox
9 7 (0.069%) vCenter Server
10 6 (0.060%) Kubeflow
11 4 (0.040%) Active Directory Federation Services
11 4 (0.040%) Control-M
11 4 (0.040%) RSA Archer
11 4 (0.040%) 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%) SELinux
Vendors
1 1,583 (15.71%) Microsoft
2 740 (7.34%) PayPal
3 215 (2.13%) Databricks
4 194 (1.92%) Google
5 181 (1.80%) Adobe
6 124 (1.23%) Dell
7 113 (1.12%) OpenAI
8 107 (1.06%) Oracle
9 94 (0.93%) Salesforce
10 79 (0.78%) Cisco
11 71 (0.70%) SAP
12 59 (0.59%) Foundry
13 54 (0.54%) Palantir
14 47 (0.47%) Alteryx
15 43 (0.43%) ServiceNow
16 34 (0.34%) Informatica
17 33 (0.33%) Bloomberg
18 30 (0.30%) Apple
18 30 (0.30%) Fortinet
18 30 (0.30%) Red Hat