Use Case Contract Job Trends in London

Use Cases
England > London

The table below provides summary statistics and contractor rates for jobs advertised in London requiring Use Case skills. It covers contract job vacancies from the 6 months leading up to 22 July 2026, with comparisons to the same periods in the previous two years.

6 months to
22 Jul 2026
Same period 2025 Same period 2024
Rank 97 153 162
Rank change year-on-year +56 +9 +51
Contract jobs citing Use Case 561 237 278
As % of all contract jobs in London 2.83% 1.75% 1.65%
As % of the Processes & Methodologies category 3.18% 1.90% 1.85%
Number of daily rates quoted 350 150 188
10th Percentile £413 £400 £400
25th Percentile £461 £500 £468
Median daily rate (50th Percentile) £553 £586 £560
Median % change year-on-year -5.76% +4.69% +1.82%
75th Percentile £672 £745 £650
90th Percentile £750 £825 £825
England median daily rate £550 £546 £550
% change year-on-year +0.69% -0.68% -
Number of hourly rates quoted 1 0 1
10th Percentile - - -
25th Percentile £76.18 - £66.25
Median hourly rate £77.37 - £67.50
75th Percentile £78.55 - £68.75
90th Percentile - - -
England median hourly rate £87.16 £60.00 £60.00
% change year-on-year +45.27% - -14.29%

All Process & Methodology Skills
London

Use Case 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 in London.

Contract vacancies with a requirement for process or methodology skills 17,625 12,495 14,990
As % of all contract IT jobs advertised in London 88.94% 92.13% 88.71%
Number of daily rates quoted 11,646 8,354 10,656
10th Percentile £363 £330 £350
25th Percentile £450 £425 £450
Median daily rate (50th Percentile) £545 £550 £550
Median % change year-on-year -0.91% - -4.35%
75th Percentile £650 £675 £680
90th Percentile £775 £788 £800
England median daily rate £525 £513 £525
% change year-on-year +2.44% -2.38% -4.55%
Number of hourly rates quoted 277 234 247
10th Percentile £17.60 £16.50 £16.24
25th Percentile £21.00 £24.66 £21.05
Median hourly rate £35.71 £30.90 £33.55
Median % change year-on-year +15.56% -7.89% -21.98%
75th Percentile £57.50 £49.75 £51.75
90th Percentile £81.25 £63.25 £71.25
England median hourly rate £47.50 £25.15 £40.00
% change year-on-year +88.87% -37.13% -6.98%

Use Case
Job Vacancy Trend in London

Historical trend showing the proportion of contract IT job postings citing Use Case relative to all contract IT jobs advertised in London.

Use Case job vacancy trend in London

Use Case
Daily Rate Trend in London

Contractor daily rate distribution trend for jobs in London citing Use Case.

Contractor daily rate distribution trend for jobs in London citing Use Case

Use Case
Daily Rate Histogram in London

Daily rate distribution for jobs citing Use Case in London over the 6 months to 22 July 2026.

Daily rate histogram for Use Case in London

Use Case
Hourly Rate Trend in London

Contractor hourly rate distribution trend for jobs in London citing Use Case.

Contractor hourly rate distribution trend for jobs in London citing Use Case

Use Case
Contract Job Locations in London

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Use Case within the London region over the 6 months to 22 July 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
Central London +13 64 £544 -5.43% 63
West London - 14 £523 - 4
South London -13 3 £550 -26.67% 4
East London +1 2 £717 +21.63% 2
Use Case
England

Use Case
Co-Occurring Skills & Capabilities in London 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 24 (4.28%) Confluence
2 17 (3.03%) Apache Airflow
3 9 (1.60%) Apache Spark
4 6 (1.07%) Apache
4 6 (1.07%) Jupyter
4 6 (1.07%) SharePoint
5 5 (0.89%) CMS
5 5 (0.89%) SAS
6 3 (0.53%) Adobe Experience Manager
7 2 (0.36%) Kentico
7 2 (0.36%) OpenStack
7 2 (0.36%) WordPress
8 1 (0.18%) Cloud Foundry
8 1 (0.18%) IIS
8 1 (0.18%) OpenROAD
Applications
1 18 (3.21%) Chatbot
2 17 (3.03%) Microsoft Excel
3 7 (1.25%) Microsoft PowerPoint
4 5 (0.89%) Microsoft Office
4 5 (0.89%) MS Visio
5 2 (0.36%) Microsoft Project
6 1 (0.18%) CPLEX
Business Applications
1 5 (0.89%) BambooHR
2 4 (0.71%) Salesforce CRM
2 4 (0.71%) SAP S/4HANA
3 3 (0.53%) Actimize
3 3 (0.53%) Findur
3 3 (0.53%) Sparx Enterprise Architect
3 3 (0.53%) Workfront
4 2 (0.36%) Dynamics CRM
4 2 (0.36%) IntelliMatch
4 2 (0.36%) Oracle ERP
4 2 (0.36%) Summit
5 1 (0.18%) Adobe Campaign
5 1 (0.18%) Aladdin
5 1 (0.18%) Eloqua
Cloud Services
1 186 (33.16%) Azure
2 111 (19.79%) AWS
3 57 (10.16%) Power Platform
4 47 (8.38%) GCP
5 42 (7.49%) Azure AI
6 28 (4.99%) Microsoft Copilot
7 27 (4.81%) Snowflake
8 25 (4.46%) Microsoft 365
9 24 (4.28%) GitHub
10 23 (4.10%) Amazon Bedrock
10 23 (4.10%) Azure DevOps
11 21 (3.74%) dbt
12 19 (3.39%) Entra ID
13 18 (3.21%) SaaS
14 17 (3.03%) Amazon S3
14 17 (3.03%) Azure Synapse Analytics
14 17 (3.03%) Serverless
15 15 (2.67%) Azure Data Factory
16 14 (2.50%) AWS Lambda
16 14 (2.50%) WhatsApp
Communications & Networking
1 19 (3.39%) Firewall
2 7 (1.25%) Network Security
3 6 (1.07%) BGP
4 5 (0.89%) Cisco Wireless
4 5 (0.89%) Multicast
4 5 (0.89%) RTP
4 5 (0.89%) VLAN
4 5 (0.89%) Wireless
5 4 (0.71%) DNS
5 4 (0.71%) Internet
5 4 (0.71%) TCP/IP
5 4 (0.71%) Wi-Fi
6 3 (0.53%) 5G
6 3 (0.53%) Radio Access Network
6 3 (0.53%) SMS
7 2 (0.36%) 3GPP
7 2 (0.36%) 4G
7 2 (0.36%) DHCP
7 2 (0.36%) HTTP
7 2 (0.36%) LTE
Database & Business Intelligence
1 45 (8.02%) Power BI
2 43 (7.66%) Data Warehouse
3 38 (6.77%) Metadata
4 23 (4.10%) Tableau
5 18 (3.21%) Data Lake
6 17 (3.03%) BigQuery
7 15 (2.67%) Weaviate
8 14 (2.50%) Pinecone
9 13 (2.32%) Delta Lake
10 12 (2.14%) Amazon Redshift
11 11 (1.96%) Semantic Layer
12 10 (1.78%) Amazon Athena
12 10 (1.78%) Relational Database
13 9 (1.60%) Big Data
13 9 (1.60%) Snowflake Schema
14 7 (1.25%) Redis
14 7 (1.25%) Spark SQL
15 6 (1.07%) KDB
16 5 (0.89%) NoSQL
16 5 (0.89%) SQL Server
Development Applications
1 38 (6.77%) JIRA
2 24 (4.28%) Git
3 9 (1.60%) MLflow
4 8 (1.43%) ERwin
4 8 (1.43%) GitLab
4 8 (1.43%) Jenkins
5 6 (1.07%) ER Studio
6 4 (0.71%) Claude Code
7 3 (0.53%) XCTest
8 2 (0.36%) Postman
8 2 (0.36%) PowerDesigner
8 2 (0.36%) Sonatype Nexus
9 1 (0.18%) Ant
9 1 (0.18%) Balsamiq
9 1 (0.18%) Gemini Tracker
9 1 (0.18%) JUnit
9 1 (0.18%) Maven
9 1 (0.18%) REST Assured
9 1 (0.18%) SoapUI
General
1 209 (37.25%) Finance
2 148 (26.38%) Social Skills
3 96 (17.11%) Analytical Skills
4 77 (13.73%) Banking
5 54 (9.63%) Public Sector
6 30 (5.35%) Retail
7 24 (4.28%) Documentation Skills
8 23 (4.10%) Marketing
9 21 (3.74%) Front Office
9 21 (3.74%) Investment Banking
10 19 (3.39%) Legal
11 18 (3.21%) Financial Institution
12 15 (2.67%) Inclusion and Diversity
13 13 (2.32%) Law
14 11 (1.96%) Influencing Skills
14 11 (1.96%) Telecoms
15 8 (1.43%) Manufacturing
16 7 (1.25%) Presentation Skills
17 6 (1.07%) French Language
18 5 (0.89%) Back Office
Job Titles
1 91 (16.22%) Architect
2 74 (13.19%) Analyst
3 71 (12.66%) Data Engineer
4 61 (10.87%) Senior
5 58 (10.34%) Business Analyst
6 55 (9.80%) Lead
7 41 (7.31%) Developer
8 38 (6.77%) Artificial Intelligence Engineer
9 27 (4.81%) Consultant
10 22 (3.92%) Data Architect
11 21 (3.74%) Data Scientist
12 20 (3.57%) Artificial Intelligence Architect
13 17 (3.03%) Solutions Architect
14 15 (2.67%) Data Analyst
15 14 (2.50%) Azure Engineer
16 11 (1.96%) Artificial Intelligence Consultant
17 9 (1.60%) AWS Engineer
17 9 (1.60%) Cybersecurity Specialist
17 9 (1.60%) Senior Data Engineer
17 9 (1.60%) SOC Engineer
Libraries, Frameworks & Software Standards
1 29 (5.17%) PySpark
2 26 (4.63%) REST
3 25 (4.46%) LangChain
4 20 (3.57%) LlamaIndex
5 19 (3.39%) .NET
6 18 (3.21%) Pandas
7 12 (2.14%) JSON
8 11 (1.96%) scikit-learn
9 9 (1.60%) NumPy
10 8 (1.43%) LangGraph
10 8 (1.43%) Middleware
10 8 (1.43%) Model Context Protocol
10 8 (1.43%) RESTful
11 7 (1.25%) GraphQL
11 7 (1.25%) Kafka
11 7 (1.25%) Node.js
12 6 (1.07%) PyTorch
12 6 (1.07%) SOAP
13 5 (0.89%) Lightning Web Components
13 5 (0.89%) XML
Miscellaneous
1 69 (12.30%) AI Agents
2 48 (8.56%) Product Ownership
3 43 (7.66%) Cloud Native
4 40 (7.13%) Onboarding
5 18 (3.21%) Data Structures
6 16 (2.85%) Distributed Systems
7 13 (2.32%) Data Protection Act
8 12 (2.14%) Algorithms
8 12 (2.14%) Taxonomies
8 12 (2.14%) Virtual Team
9 11 (1.96%) Legacy Systems
10 9 (1.60%) Life Science
10 9 (1.60%) Management Information System
11 7 (1.25%) Security Posture
11 7 (1.25%) Self-Motivation
12 6 (1.07%) Greenfield Project
12 6 (1.07%) Hybrid Cloud
12 6 (1.07%) Reference Data
13 5 (0.89%) Enterprise Software
13 5 (0.89%) Foreign Exchange (FX)
Operating Systems
1 20 (3.57%) Linux
2 15 (2.67%) Windows
3 11 (1.96%) Unix
4 8 (1.43%) Windows Server
5 3 (0.53%) Apple iOS
5 3 (0.53%) Ubuntu
6 2 (0.36%) Red Hat Enterprise Linux
6 2 (0.36%) Windows 10
Processes & Methodologies
1 276 (49.20%) AI
2 190 (33.87%) Analytics
3 143 (25.49%) Machine Learning
4 129 (22.99%) Agile
5 118 (21.03%) Data Modelling
5 118 (21.03%) Data Pipeline
6 111 (19.79%) Data Engineering
7 107 (19.07%) LLM
8 91 (16.22%) Generative AI
8 91 (16.22%) Stakeholder Management
9 90 (16.04%) CI/CD
10 87 (15.51%) DevOps
11 81 (14.44%) Decision-Making
12 78 (13.90%) Data Science
13 77 (13.73%) Roadmaps
14 75 (13.37%) Data Governance
15 73 (13.01%) Stakeholder Engagement
16 72 (12.83%) Problem-Solving
17 69 (12.30%) Validation
18 65 (11.59%) Data Architecture
Programming Languages
1 157 (27.99%) Python
2 118 (21.03%) SQL
3 20 (3.57%) C#
4 15 (2.67%) PowerShell
5 14 (2.50%) Java
5 14 (2.50%) TypeScript
6 13 (2.32%) R
7 8 (1.43%) JavaScript
8 6 (1.07%) Scala
9 5 (0.89%) Bash
9 5 (0.89%) Kusto Query Language
10 4 (0.71%) Apex Code
10 4 (0.71%) Go
10 4 (0.71%) Shell Script
10 4 (0.71%) SPARQL
10 4 (0.71%) VBA
11 3 (0.53%) Bicep
11 3 (0.53%) Data Analysis Expressions
11 3 (0.53%) SHACL
11 3 (0.53%) Swift
Qualifications
1 93 (16.58%) Security Cleared
2 78 (13.90%) SC Cleared
3 42 (7.49%) Degree
4 17 (3.03%) DV Cleared
5 16 (2.85%) Master's Degree
6 14 (2.50%) BPSS Clearance
6 14 (2.50%) CISSP
7 13 (2.32%) Azure Certification
8 10 (1.78%) Computer Science Degree
9 8 (1.43%) Cisco Certification
9 8 (1.43%) PMI Certification
10 7 (1.25%) AWS Certification
10 7 (1.25%) CBAP
11 6 (1.07%) (ISC)2 CCSP
12 5 (0.89%) GCIH
12 5 (0.89%) ISTQB
13 4 (0.71%) CEH
13 4 (0.71%) CISM
13 4 (0.71%) GCIA
13 4 (0.71%) GIAC
Quality Assurance & Compliance
1 93 (16.58%) Data Quality
2 34 (6.06%) GDPR
3 30 (5.35%) QA
4 17 (3.03%) Accessibility
5 14 (2.50%) NIST
6 7 (1.25%) ISO/IEC 27001
7 5 (0.89%) EU AI Act
8 4 (0.71%) NCSC
9 3 (0.53%) ISO 20022
10 2 (0.36%) Cyber Essentials
10 2 (0.36%) Cyber Essentials PLUS
10 2 (0.36%) GRC
10 2 (0.36%) ISO 15022
10 2 (0.36%) ISO/IEC 42001
10 2 (0.36%) MiFID
10 2 (0.36%) PCI DSS
10 2 (0.36%) PMO
10 2 (0.36%) Sarbanes-Oxley
11 1 (0.18%) California Consumer Privacy Act
11 1 (0.18%) PERC
System Software
1 22 (3.92%) Docker
2 18 (3.21%) Active Directory
3 6 (1.07%) VMware Infrastructure
4 5 (0.89%) VMware NSX
5 3 (0.53%) IAG
6 2 (0.36%) Apache ZooKeeper
6 2 (0.36%) Virtual Desktop
7 1 (0.18%) HDFS
7 1 (0.18%) Virtual Machines
Systems Management
1 37 (6.60%) Terraform
2 31 (5.53%) Kubernetes
3 7 (1.25%) Systems Management Server (SMS)
4 6 (1.07%) Kubeflow
5 5 (0.89%) Ansible
5 5 (0.89%) Cisco Prime
6 3 (0.53%) QRadar
7 2 (0.36%) Grafana
7 2 (0.36%) Prometheus
8 1 (0.18%) Control-M
8 1 (0.18%) HP Fortify
8 1 (0.18%) Istio
8 1 (0.18%) logstash
8 1 (0.18%) Single Sign-On
Vendors
1 110 (19.61%) Microsoft
2 56 (9.98%) Databricks
3 55 (9.80%) OpenAI
4 29 (5.17%) Foundry
5 21 (3.74%) Salesforce
6 19 (3.39%) Google
7 14 (2.50%) Splunk
8 12 (2.14%) Pega
8 12 (2.14%) ServiceNow
9 11 (1.96%) Cisco
9 11 (1.96%) Oracle
10 10 (1.78%) SAP
11 9 (1.60%) VMware
12 8 (1.43%) CyberArk
13 5 (0.89%) F5
13 5 (0.89%) Informatica
13 5 (0.89%) MuleSoft
13 5 (0.89%) Red Hat
13 5 (0.89%) Salesforce Marketing Cloud
13 5 (0.89%) Workday