AI Contract Job Trends

AI
UK

The table below provides summary statistics and contractor rates for jobs requiring AI skills. It covers contract 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 26 74 109
Rank change year-on-year +48 +35 +173
Contract jobs citing AI 2,991 939 913
As % of all contract jobs in the UK 6.93% 3.18% 2.05%
As % of the Processes & Methodologies category 8.05% 3.52% 2.37%
Number of daily rates quoted 1,853 623 464
10th Percentile £388 £391 £410
25th Percentile £450 £458 £475
Median daily rate (50th Percentile) £550 £575 £600
Median % change year-on-year -4.35% -4.17% +4.35%
75th Percentile £675 £713 £725
90th Percentile £759 £860 £825
UK excluding London median daily rate £538 £525 £500
% change year-on-year +2.38% +5.00% -
Number of hourly rates quoted 83 20 23
10th Percentile £27.21 £22.69 £19.25
25th Percentile £29.61 £25.25 £35.00
Median hourly rate £47.50 £28.75 £46.18
Median % change year-on-year +65.22% -37.74% -8.55%
75th Percentile £59.24 £54.38 £66.25
90th Percentile £69.89 £81.71 £72.50
UK excluding London median hourly rate £50.00 £45.00 £46.18
% change year-on-year +11.11% -2.56% +31.94%

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 contract job vacancies requiring process or methodology skills.

Contract vacancies with a requirement for process or methodology skills 37,150 26,655 38,571
As % of all contract IT jobs advertised in the UK 86.07% 90.32% 86.63%
Number of daily rates quoted 23,527 17,023 25,087
10th Percentile £313 £306 £300
25th Percentile £413 £413 £413
Median daily rate (50th Percentile) £500 £525 £525
Median % change year-on-year -4.76% - -4.55%
75th Percentile £612 £638 £638
90th Percentile £725 £745 £738
UK excluding London median daily rate £480 £490 £500
% change year-on-year -2.04% -2.00% -
Number of hourly rates quoted 2,218 906 2,334
10th Percentile £14.88 £15.39 £13.00
25th Percentile £18.50 £21.00 £16.06
Median hourly rate £30.00 £32.50 £32.50
Median % change year-on-year -7.69% - -7.14%
75th Percentile £65.00 £65.00 £57.50
90th Percentile £75.00 £77.50 £70.00
UK excluding London median hourly rate £27.50 £32.50 £31.65
% change year-on-year -15.38% +2.69% -9.57%

AI
Job Vacancy Trend

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

AI job vacancy trend in the UK

AI
Daily Rate Trend

Contractor daily rate distribution trend for jobs in the UK citing AI.

Contractor daily rate distribution trend for jobs in the UK citing AI

AI
Daily Rate Histogram

Daily rate distribution for jobs citing AI over the 6 months to 14 March 2026.

Daily rate histogram for AI in the UK

AI
Hourly Rate Trend

Contractor hourly rate distribution trend for jobs in the UK citing AI.

Contractor hourly rate distribution trend for jobs in the UK citing AI

AI
Hourly Rate Histogram

Hourly rate distribution of jobs citing AI over the 6 months to 14 March 2026.

Hourly rate histogram for AI in the UK

AI
Top 17 Contract Job Locations

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Jobs
England +47 2,575 £550 -4.35% 2,862
London +35 1,653 £560 -6.63% 1,545
UK excluding London +82 947 £538 +2.38% 1,810
Work from Home +44 848 £550 - 1,322
North of England +59 238 £504 -4.05% 435
Midlands +68 199 £550 +29.41% 201
South East +30 193 £550 - 656
West Midlands +49 149 £570 +42.50% 102
North West +37 124 £500 -4.76% 228
Scotland +67 114 £450 -2.76% 100
East of England +5 107 £550 - 178
Yorkshire +22 91 £525 -4.55% 159
South West +29 88 £545 +1.40% 200
East Midlands +9 47 £550 -18.52% 98
Wales +3 29 £550 -4.35% 56
North East +7 23 £475 +35.71% 50
Northern Ireland -5 2 £650 +48.57% 22

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
1 107 (3.58%) Apache Spark
2 75 (2.51%) SharePoint
3 69 (2.31%) Confluence
4 65 (2.17%) Apache Airflow
5 56 (1.87%) Apache
6 31 (1.04%) Jupyter
7 21 (0.70%) CMS
8 16 (0.53%) Appian
9 11 (0.37%) Microsoft Exchange
10 9 (0.30%) Headless CMS
11 8 (0.27%) Camunda
12 7 (0.23%) Adobe Experience Manager
12 7 (0.23%) Ethereum
12 7 (0.23%) Hyperledger
12 7 (0.23%) Moodle
12 7 (0.23%) Palantir Foundry
13 6 (0.20%) GeoServer
13 6 (0.20%) Sitecore CMS
13 6 (0.20%) Smallworld
14 5 (0.17%) Umbraco
Applications
1 107 (3.58%) Chatbot
2 64 (2.14%) Microsoft Excel
3 53 (1.77%) Microsoft Office
4 33 (1.10%) Microsoft Project
5 18 (0.60%) Microsoft PowerPoint
6 16 (0.53%) MS Visio
7 8 (0.27%) Adobe Creative Suite
7 8 (0.27%) Notion
8 5 (0.17%) Photoshop
8 5 (0.17%) Simulink
9 4 (0.13%) Adobe Premiere
9 4 (0.13%) Sketch
9 4 (0.13%) Spreadsheet
10 3 (0.10%) Adobe After Effects
10 3 (0.10%) Adobe Illustrator
10 3 (0.10%) LaTeX
10 3 (0.10%) Quicktime
11 2 (0.067%) Acrobat
11 2 (0.067%) Adobe XD
11 2 (0.067%) InDesign
Business Applications
1 13 (0.43%) Dynamics CRM
2 12 (0.40%) Remedy ITSM
3 10 (0.33%) SAP S/4HANA
4 7 (0.23%) R3 Corda
5 6 (0.20%) Distributed Ledger
5 6 (0.20%) Shopify
6 3 (0.10%) Actimize
6 3 (0.10%) Oracle FAH
6 3 (0.10%) Oracle Payables
6 3 (0.10%) Sparx Enterprise Architect
7 2 (0.067%) Cloudability
7 2 (0.067%) NEC Housing
7 2 (0.067%) Oracle Assets
7 2 (0.067%) Oracle General Ledger
7 2 (0.067%) Oracle Procure-to-Pay
7 2 (0.067%) Oracle Receivables
7 2 (0.067%) Oracle Subledger Accounting
7 2 (0.067%) SAP GRC
7 2 (0.067%) Workday HCM
7 2 (0.067%) Workfront
Cloud Services
1 950 (31.76%) Azure
2 733 (24.51%) AWS
3 348 (11.63%) GCP
4 346 (11.57%) Power Platform
5 278 (9.29%) GitHub
6 193 (6.45%) Serverless
7 167 (5.58%) Azure DevOps
8 166 (5.55%) Azure AI
9 140 (4.68%) Microsoft Copilot
10 121 (4.05%) GitHub Actions
11 118 (3.95%) Microsoft 365
12 106 (3.54%) Snowflake
13 91 (3.04%) Amazon S3
14 89 (2.98%) SaaS
15 88 (2.94%) AWS Lambda
16 86 (2.88%) Amazon Bedrock
17 85 (2.84%) Azure Machine Learning
18 82 (2.74%) Azure Data Factory
19 73 (2.44%) Azure Synapse Analytics
19 73 (2.44%) Entra ID
Communications & Networking
1 40 (1.34%) Firewall
2 33 (1.10%) Network Security
3 31 (1.04%) VPN
4 24 (0.80%) DNS
5 16 (0.53%) WAN
6 14 (0.47%) Internet
7 13 (0.43%) Ethernet
8 12 (0.40%) InfiniBand
9 11 (0.37%) HTTP
9 11 (0.37%) MPLS
10 10 (0.33%) SD-WAN
10 10 (0.33%) Skype
11 9 (0.30%) SSL
11 9 (0.30%) Wireless
12 8 (0.27%) Ethernet VPN
12 8 (0.27%) Intranet
13 7 (0.23%) Cisco IPT
14 6 (0.20%) NetScaler
15 5 (0.17%) NaaS
15 5 (0.17%) OSPF
Database & Business Intelligence
1 223 (7.46%) Power BI
2 119 (3.98%) Data Lake
3 95 (3.18%) Data Warehouse
4 93 (3.11%) Metadata
5 92 (3.08%) PostgreSQL
6 72 (2.41%) NoSQL
7 69 (2.31%) SQL Server
8 58 (1.94%) Tableau
9 57 (1.91%) Big Data
10 56 (1.87%) BigQuery
10 56 (1.87%) Relational Database
11 49 (1.64%) Pinecone
12 37 (1.24%) Delta Lake
13 34 (1.14%) Weaviate
14 30 (1.00%) Amazon Athena
15 28 (0.94%) MySQL
16 25 (0.84%) MongoDB
17 23 (0.77%) Oracle Database
18 22 (0.74%) Azure SQL Database
19 21 (0.70%) Mixpanel
Development Applications
1 181 (6.05%) Git
2 130 (4.35%) JIRA
3 79 (2.64%) Jenkins
4 71 (2.37%) MLflow
5 55 (1.84%) GitLab
6 38 (1.27%) Selenium
7 24 (0.80%) REST Assured
8 22 (0.74%) Cypress.io
9 21 (0.70%) JMeter
10 17 (0.57%) Postman
11 14 (0.47%) Visual Studio
12 10 (0.33%) PyCharm
13 9 (0.30%) Claude Code
13 9 (0.30%) MSTest
14 8 (0.27%) JUnit
14 8 (0.27%) SonarQube
15 6 (0.20%) Bitbucket
15 6 (0.20%) Cucumber
15 6 (0.20%) Gradle
15 6 (0.20%) Vite
General
1 829 (27.72%) Social Skills
2 650 (21.73%) Finance
3 383 (12.81%) Analytical Skills
4 253 (8.46%) Public Sector
5 220 (7.36%) Banking
6 96 (3.21%) Legal
7 95 (3.18%) Marketing
8 85 (2.84%) Influencing Skills
9 59 (1.97%) Pharmaceutical
9 59 (1.97%) Retail
10 50 (1.67%) Documentation Skills
10 50 (1.67%) Presentation Skills
11 49 (1.64%) Organisational Skills
12 45 (1.50%) Investment Banking
13 39 (1.30%) Financial Institution
14 38 (1.27%) Telecoms
15 36 (1.20%) Manufacturing
16 31 (1.04%) Law
17 30 (1.00%) Front Office
18 28 (0.94%) Inclusion and Diversity
Job Titles
1 400 (13.37%) Senior
2 393 (13.14%) Architect
3 341 (11.40%) Developer
4 327 (10.93%) Artificial Intelligence Engineer
5 281 (9.39%) Lead
6 197 (6.59%) Analyst
7 163 (5.45%) Data Engineer
8 129 (4.31%) Data Scientist
9 118 (3.95%) Consultant
10 112 (3.74%) Artificial Intelligence Architect
11 102 (3.41%) Solutions Architect
12 97 (3.24%) Business Analyst
13 92 (3.08%) Software Engineer
14 87 (2.91%) Project Manager
15 76 (2.54%) Python Engineer
16 72 (2.41%) Data Architect
17 68 (2.27%) Python Developer
18 64 (2.14%) Artificial Intelligence Developer
19 61 (2.04%) Designer
19 61 (2.04%) Gen AI Engineer
Libraries, Frameworks & Software Standards
1 207 (6.92%) PyTorch
2 179 (5.98%) React
3 173 (5.78%) TensorFlow
4 164 (5.48%) LangChain
5 153 (5.12%) .NET
6 128 (4.28%) REST
7 112 (3.74%) scikit-learn
8 105 (3.51%) Model Context Protocol
9 101 (3.38%) FastAPI
10 96 (3.21%) LangGraph
11 95 (3.18%) Node.js
12 90 (3.01%) Pandas
13 82 (2.74%) AngularJS
14 81 (2.71%) Kafka
15 80 (2.67%) RESTful
16 65 (2.17%) PySpark
17 60 (2.01%) HTML
17 60 (2.01%) NumPy
18 54 (1.81%) OAuth
19 51 (1.71%) CSS
Miscellaneous
1 292 (9.76%) AI Agents
2 290 (9.70%) Cloud Native
3 136 (4.55%) Product Ownership
4 117 (3.91%) Algorithms
5 116 (3.88%) Onboarding
6 72 (2.41%) Data Protection Act
7 60 (2.01%) Management Information System
8 58 (1.94%) Legacy Systems
9 57 (1.91%) Distributed Systems
10 45 (1.50%) Data Structures
11 39 (1.30%) Hybrid Cloud
12 38 (1.27%) Mobile App
13 33 (1.10%) Enterprise Software
13 33 (1.10%) Low-Code
14 32 (1.07%) Analytical Mindset
14 32 (1.07%) Greenfield Project
15 31 (1.04%) Security Posture
16 30 (1.00%) Life Science
16 30 (1.00%) Self-Motivation
17 29 (0.97%) Taxonomies
Operating Systems
1 72 (2.41%) Windows
2 67 (2.24%) Linux
3 13 (0.43%) Android
3 13 (0.43%) Apple iOS
3 13 (0.43%) Unix
4 12 (0.40%) Windows 10
5 11 (0.37%) VMS
6 10 (0.33%) Windows Server
7 8 (0.27%) Mac OS
8 6 (0.20%) Red Hat Enterprise Linux
9 3 (0.10%) Ubuntu
9 3 (0.10%) zOS
10 1 (0.033%) CentOS
10 1 (0.033%) OpenVMS
10 1 (0.033%) Rocky
Processes & Methodologies
1 1,080 (36.11%) Machine Learning
2 813 (27.18%) Generative AI
3 708 (23.67%) Agile
4 660 (22.07%) LLM
5 659 (22.03%) CI/CD
6 596 (19.93%) Analytics
7 521 (17.42%) Data Science
8 518 (17.32%) DevOps
9 512 (17.12%) Problem-Solving
10 326 (10.90%) Stakeholder Management
11 320 (10.70%) Data Engineering
12 319 (10.67%) Retrieval-Augmented Generation
13 318 (10.63%) Data Pipeline
14 301 (10.06%) Use Case
15 297 (9.93%) Roadmaps
16 295 (9.86%) Software Engineering
17 283 (9.46%) Data Modelling
18 277 (9.26%) Decision-Making
19 275 (9.19%) Continuous Improvement
19 275 (9.19%) Prompt Engineering
Programming Languages
1 1,121 (37.48%) Python
2 491 (16.42%) SQL
3 192 (6.42%) Java
4 173 (5.78%) C#
4 173 (5.78%) TypeScript
5 136 (4.55%) JavaScript
6 84 (2.81%) PowerShell
7 50 (1.67%) Bash
8 43 (1.44%) Bicep
9 37 (1.24%) C++
10 30 (1.00%) R
11 22 (0.74%) Data Analysis Expressions
11 22 (0.74%) Scala
12 16 (0.53%) Go
12 16 (0.53%) PL/SQL
13 13 (0.43%) Shell Script
14 12 (0.40%) C
14 12 (0.40%) PHP
15 11 (0.37%) T-SQL
16 10 (0.33%) MATLAB
Qualifications
1 429 (14.34%) Security Cleared
2 364 (12.17%) Degree
3 326 (10.90%) SC Cleared
4 120 (4.01%) Computer Science Degree
5 93 (3.11%) Master's Degree
6 66 (2.21%) BPSS Clearance
7 54 (1.81%) PhD
8 50 (1.67%) DV Cleared
9 46 (1.54%) CISSP
10 35 (1.17%) Microsoft Certified Professional
11 31 (1.04%) Azure Certification
12 30 (1.00%) CISM
13 27 (0.90%) Microsoft Certification
14 25 (0.84%) AWS Certification
15 18 (0.60%) ISTQB
16 17 (0.57%) PMI Certification
17 14 (0.47%) Cisco Certification
17 14 (0.47%) PMP
17 14 (0.47%) TOGAF Certification
18 12 (0.40%) CISA
Quality Assurance & Compliance
1 209 (6.99%) Data Quality
2 143 (4.78%) QA
3 116 (3.88%) GDPR
4 77 (2.57%) Accessibility
5 69 (2.31%) NIST
6 50 (1.67%) ISO/IEC 27001
7 32 (1.07%) EU AI Act
8 28 (0.94%) WCAG
9 27 (0.90%) NCSC
10 24 (0.80%) Actionable Recommendations
10 24 (0.80%) PMO
11 21 (0.70%) GRC
12 20 (0.67%) PCI DSS
13 15 (0.50%) Sarbanes-Oxley
13 15 (0.50%) SLA
14 13 (0.43%) SOC 2
15 8 (0.27%) HMG Security Policy Framework
15 8 (0.27%) NIST 800
16 7 (0.23%) COBIT
16 7 (0.23%) HIPAA
System Software
1 294 (9.83%) Docker
2 71 (2.37%) Active Directory
3 18 (0.60%) Slurm Workload Manager
4 16 (0.53%) Virtual Machines
5 12 (0.40%) Firmware
6 5 (0.17%) VMware Infrastructure
7 4 (0.13%) HDFS
7 4 (0.13%) Lustre
7 4 (0.13%) Snort
8 3 (0.10%) GPFS
9 2 (0.067%) Ceph
9 2 (0.067%) Hyper-V
9 2 (0.067%) Oracle RAC
9 2 (0.067%) Virtual Desktop
10 1 (0.033%) Embedded Firmware
10 1 (0.033%) KVM
10 1 (0.033%) RACF
10 1 (0.033%) Tivoli Workload Scheduler
10 1 (0.033%) Virtual Servers
10 1 (0.033%) VMware ESXi
Systems Management
1 297 (9.93%) Kubernetes
2 252 (8.43%) Terraform
3 45 (1.50%) Ansible
4 28 (0.94%) Grafana
5 20 (0.67%) Prometheus
6 18 (0.60%) Microsoft Intune
6 18 (0.60%) Podman
7 14 (0.47%) Single Sign-On
8 12 (0.40%) SCCM
9 11 (0.37%) Argo
9 11 (0.37%) Kubeflow
10 8 (0.27%) Istio
11 5 (0.17%) HP Quality Center
11 5 (0.17%) Salt
12 4 (0.13%) CSIRT
12 4 (0.13%) Proxmox
13 3 (0.10%) HP ALM
13 3 (0.10%) Rancher
14 2 (0.067%) Amdocs OSS
14 2 (0.067%) Kibana
Vendors
1 489 (16.35%) Microsoft
2 231 (7.72%) Databricks
3 216 (7.22%) Google
4 198 (6.62%) OpenAI
5 107 (3.58%) Foundry
6 93 (3.11%) Oracle
7 88 (2.94%) ServiceNow
8 83 (2.77%) SAP
9 57 (1.91%) Salesforce
10 29 (0.97%) Cisco
11 28 (0.94%) Adobe
12 27 (0.90%) NVIDIA
13 26 (0.87%) Splunk
14 25 (0.84%) Informatica
15 22 (0.74%) UiPath
16 21 (0.70%) IBM
17 16 (0.53%) Citrix
18 15 (0.50%) Talend
19 14 (0.47%) Ariba
19 14 (0.47%) Pega