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 10 July 2026, with comparisons to the same periods in the previous two years.

6 months to
10 Jul 2026
Same period 2025 Same period 2024
Rank 103 163 165
Rank change year-on-year +60 +2 +34
Contract jobs citing Use Case 551 227 278
As % of all contract jobs in London 2.79% 1.68% 1.58%
As % of the Processes & Methodologies category 3.13% 1.82% 1.78%
Number of daily rates quoted 350 143 181
10th Percentile £412 £400 £405
25th Percentile £461 £500 £470
Median daily rate (50th Percentile) £550 £594 £563
Median % change year-on-year -7.41% +5.60% -2.17%
75th Percentile £668 £763 £650
90th Percentile £751 £850 £825
England median daily rate £550 £550 £550
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 £77.37 £60.00 £60.00
% change year-on-year +28.94% - -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 17,586 12,456 15,584
As % of all contract IT jobs advertised in London 89.02% 92.16% 88.64%
Number of daily rates quoted 11,692 8,329 11,079
10th Percentile £360 £331 £338
25th Percentile £440 £425 £444
Median daily rate (50th Percentile) £538 £550 £550
Median % change year-on-year -2.27% - -5.17%
75th Percentile £650 £675 £675
90th Percentile £769 £798 £800
England median daily rate £525 £515 £525
% change year-on-year +1.94% -1.90% -4.55%
Number of hourly rates quoted 273 234 288
10th Percentile £17.60 £16.50 £16.00
25th Percentile £22.82 £24.66 £20.03
Median hourly rate £37.00 £32.00 £30.06
Median % change year-on-year +15.63% +6.45% -27.57%
75th Percentile £59.00 £50.38 £48.75
90th Percentile £81.25 £63.60 £68.75
England median hourly rate £47.00 £25.15 £38.12
% change year-on-year +86.88% -34.02% -6.09%

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 10 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 10 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 +21 62 £544 -5.43% 82
West London - 14 £523 - 4
South London -8 3 £550 -26.67% 4
East London -1 2 £717 +22.56% 4
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 27 (4.90%) Confluence
2 18 (3.27%) Apache Airflow
3 10 (1.81%) Apache Spark
4 7 (1.27%) SharePoint
5 6 (1.09%) Jupyter
6 5 (0.91%) Apache
6 5 (0.91%) CMS
6 5 (0.91%) SAS
7 3 (0.54%) Adobe Experience Manager
8 2 (0.36%) Kentico
8 2 (0.36%) OpenStack
8 2 (0.36%) WordPress
9 1 (0.18%) Cloud Foundry
9 1 (0.18%) IIS
9 1 (0.18%) OpenROAD
Applications
1 22 (3.99%) Microsoft Excel
2 17 (3.09%) Chatbot
3 12 (2.18%) Microsoft PowerPoint
4 10 (1.81%) Microsoft Office
5 5 (0.91%) MS Visio
6 2 (0.36%) Microsoft Project
7 1 (0.18%) CPLEX
Business Applications
1 5 (0.91%) BambooHR
2 4 (0.73%) Salesforce CRM
2 4 (0.73%) SAP S/4HANA
3 3 (0.54%) Actimize
3 3 (0.54%) Findur
3 3 (0.54%) Sparx Enterprise Architect
3 3 (0.54%) 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
5 1 (0.18%) Shopify
Cloud Services
1 177 (32.12%) Azure
2 114 (20.69%) AWS
3 57 (10.34%) Power Platform
4 51 (9.26%) GCP
5 35 (6.35%) Azure AI
6 26 (4.72%) Microsoft Copilot
6 26 (4.72%) Snowflake
7 23 (4.17%) Azure DevOps
7 23 (4.17%) Microsoft 365
8 22 (3.99%) Amazon Bedrock
8 22 (3.99%) GitHub
9 21 (3.81%) dbt
10 18 (3.27%) Entra ID
10 18 (3.27%) Serverless
11 17 (3.09%) Amazon S3
11 17 (3.09%) SaaS
12 15 (2.72%) Amazon SageMaker
12 15 (2.72%) AWS Lambda
12 15 (2.72%) Azure Synapse Analytics
13 14 (2.54%) WhatsApp
Communications & Networking
1 17 (3.09%) Firewall
2 7 (1.27%) Network Security
3 5 (0.91%) RTP
4 4 (0.73%) DNS
4 4 (0.73%) Internet
4 4 (0.73%) TCP/IP
5 3 (0.54%) 5G
5 3 (0.54%) BGP
5 3 (0.54%) Radio Access Network
5 3 (0.54%) SMS
6 2 (0.36%) 3GPP
6 2 (0.36%) 4G
6 2 (0.36%) Cisco Wireless
6 2 (0.36%) DHCP
6 2 (0.36%) HTTP
6 2 (0.36%) LTE
6 2 (0.36%) Multicast
6 2 (0.36%) VLAN
6 2 (0.36%) Wireless
7 1 (0.18%) Wi-Fi
Database & Business Intelligence
1 46 (8.35%) Power BI
2 44 (7.99%) Data Warehouse
3 36 (6.53%) Metadata
4 25 (4.54%) Tableau
5 17 (3.09%) BigQuery
5 17 (3.09%) Data Lake
6 15 (2.72%) Weaviate
7 14 (2.54%) Pinecone
8 12 (2.18%) Amazon Redshift
9 11 (2.00%) Semantic Layer
9 11 (2.00%) Snowflake Schema
10 10 (1.81%) Amazon Athena
10 10 (1.81%) Big Data
10 10 (1.81%) Delta Lake
10 10 (1.81%) Relational Database
11 7 (1.27%) Spark SQL
12 6 (1.09%) KDB
12 6 (1.09%) Looker
12 6 (1.09%) Redis
13 5 (0.91%) SQL Server
Development Applications
1 41 (7.44%) JIRA
2 26 (4.72%) Git
3 10 (1.81%) MLflow
4 8 (1.45%) GitLab
4 8 (1.45%) Jenkins
5 5 (0.91%) ERwin
6 3 (0.54%) Claude Code
6 3 (0.54%) ER Studio
6 3 (0.54%) XCTest
7 2 (0.36%) Postman
7 2 (0.36%) PowerDesigner
7 2 (0.36%) REST Assured
7 2 (0.36%) Sonatype Nexus
8 1 (0.18%) Ant
8 1 (0.18%) Balsamiq
8 1 (0.18%) Gemini Tracker
8 1 (0.18%) JUnit
8 1 (0.18%) Maven
8 1 (0.18%) SoapUI
General
1 205 (37.21%) Finance
2 145 (26.32%) Social Skills
3 91 (16.52%) Analytical Skills
4 76 (13.79%) Banking
5 56 (10.16%) Public Sector
6 29 (5.26%) Retail
7 24 (4.36%) Marketing
8 23 (4.17%) Documentation Skills
9 21 (3.81%) Front Office
9 21 (3.81%) Investment Banking
10 20 (3.63%) Legal
11 16 (2.90%) Financial Institution
12 14 (2.54%) Inclusion and Diversity
13 11 (2.00%) Influencing Skills
13 11 (2.00%) Telecoms
14 8 (1.45%) Law
14 8 (1.45%) Manufacturing
15 7 (1.27%) Presentation Skills
16 6 (1.09%) French Language
17 4 (0.73%) German Language
Job Titles
1 89 (16.15%) Architect
2 77 (13.97%) Analyst
3 71 (12.89%) Data Engineer
4 62 (11.25%) Business Analyst
5 59 (10.71%) Senior
6 56 (10.16%) Lead
7 41 (7.44%) Developer
8 34 (6.17%) Artificial Intelligence Engineer
9 27 (4.90%) Consultant
10 24 (4.36%) Data Scientist
11 22 (3.99%) Data Architect
12 19 (3.45%) Artificial Intelligence Architect
13 17 (3.09%) Solutions Architect
14 15 (2.72%) Data Analyst
15 13 (2.36%) Azure Engineer
16 11 (2.00%) Artificial Intelligence Consultant
17 9 (1.63%) AWS Engineer
17 9 (1.63%) Cybersecurity Specialist
17 9 (1.63%) Senior Developer
18 8 (1.45%) Senior Architect
Libraries, Frameworks & Software Standards
1 26 (4.72%) PySpark
2 25 (4.54%) LangChain
2 25 (4.54%) REST
3 20 (3.63%) .NET
3 20 (3.63%) LlamaIndex
4 19 (3.45%) Pandas
5 13 (2.36%) scikit-learn
6 12 (2.18%) JSON
7 10 (1.81%) NumPy
8 9 (1.63%) Middleware
9 8 (1.45%) RESTful
10 7 (1.27%) GraphQL
10 7 (1.27%) LangGraph
10 7 (1.27%) Node.js
10 7 (1.27%) PyTorch
11 6 (1.09%) Kafka
11 6 (1.09%) SOAP
12 5 (0.91%) OAuth
12 5 (0.91%) TensorFlow
12 5 (0.91%) XML
Miscellaneous
1 65 (11.80%) AI Agents
2 44 (7.99%) Cloud Native
2 44 (7.99%) Product Ownership
3 34 (6.17%) Onboarding
4 15 (2.72%) Algorithms
4 15 (2.72%) Data Structures
4 15 (2.72%) Distributed Systems
5 13 (2.36%) Data Protection Act
6 12 (2.18%) Taxonomies
6 12 (2.18%) Virtual Team
7 11 (2.00%) Legacy Systems
8 9 (1.63%) Life Science
9 7 (1.27%) Greenfield Project
9 7 (1.27%) Management Information System
9 7 (1.27%) Security Posture
9 7 (1.27%) Self-Motivation
10 6 (1.09%) Hybrid Cloud
11 5 (0.91%) Enterprise Software
11 5 (0.91%) Foreign Exchange (FX)
11 5 (0.91%) Security Operations Centre
Operating Systems
1 16 (2.90%) Linux
2 11 (2.00%) Unix
2 11 (2.00%) Windows
3 6 (1.09%) Windows Server
4 3 (0.54%) Apple iOS
5 2 (0.36%) Red Hat Enterprise Linux
5 2 (0.36%) Windows 10
6 1 (0.18%) Ubuntu
Processes & Methodologies
1 274 (49.73%) AI
2 192 (34.85%) Analytics
3 146 (26.50%) Machine Learning
4 137 (24.86%) Agile
5 120 (21.78%) Data Modelling
6 115 (20.87%) Data Pipeline
7 107 (19.42%) Data Engineering
8 105 (19.06%) LLM
9 94 (17.06%) CI/CD
10 91 (16.52%) DevOps
10 91 (16.52%) Generative AI
11 89 (16.15%) Stakeholder Management
12 83 (15.06%) Data Science
13 79 (14.34%) Decision-Making
13 79 (14.34%) Roadmaps
14 75 (13.61%) Data Governance
15 72 (13.07%) Problem-Solving
16 70 (12.70%) Validation
17 67 (12.16%) Stakeholder Engagement
18 61 (11.07%) Data Architecture
Programming Languages
1 162 (29.40%) Python
2 117 (21.23%) SQL
3 21 (3.81%) C#
4 15 (2.72%) Java
5 14 (2.54%) TypeScript
6 13 (2.36%) PowerShell
6 13 (2.36%) R
7 9 (1.63%) Scala
8 8 (1.45%) JavaScript
9 5 (0.91%) Bash
9 5 (0.91%) Kusto Query Language
10 4 (0.73%) Apex Code
10 4 (0.73%) Go
10 4 (0.73%) Shell Script
10 4 (0.73%) SPARQL
10 4 (0.73%) VBA
11 3 (0.54%) Data Analysis Expressions
11 3 (0.54%) Search Processing Language
11 3 (0.54%) SHACL
11 3 (0.54%) Swift
Qualifications
1 100 (18.15%) Security Cleared
2 84 (15.25%) SC Cleared
3 45 (8.17%) Degree
4 17 (3.09%) DV Cleared
4 17 (3.09%) Master's Degree
5 14 (2.54%) BPSS Clearance
6 13 (2.36%) Azure Certification
7 11 (2.00%) CISSP
8 10 (1.81%) CBAP
8 10 (1.81%) Computer Science Degree
9 7 (1.27%) AWS Certification
9 7 (1.27%) IIBA
10 6 (1.09%) PMI Certification
11 5 (0.91%) Cisco Certification
11 5 (0.91%) ISTQB
12 4 (0.73%) CISM
12 4 (0.73%) GCIA
12 4 (0.73%) GIAC
13 3 (0.54%) GCIH
13 3 (0.54%) Microsoft Certification
Quality Assurance & Compliance
1 91 (16.52%) Data Quality
2 34 (6.17%) GDPR
3 31 (5.63%) QA
4 16 (2.90%) Accessibility
5 14 (2.54%) NIST
6 7 (1.27%) ISO/IEC 27001
7 5 (0.91%) EU AI Act
8 4 (0.73%) NCSC
9 3 (0.54%) ISO 20022
10 2 (0.36%) Cyber Essentials
10 2 (0.36%) Cyber Essentials PLUS
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%) GRC
11 1 (0.18%) PERC
System Software
1 26 (4.72%) Docker
2 16 (2.90%) Active Directory
3 9 (1.63%) VMware Infrastructure
4 8 (1.45%) VMware NSX
5 2 (0.36%) Apache ZooKeeper
5 2 (0.36%) IAG
5 2 (0.36%) Virtual Desktop
6 1 (0.18%) HDFS
6 1 (0.18%) Virtual Machines
Systems Management
1 36 (6.53%) Terraform
2 33 (5.99%) Kubernetes
3 7 (1.27%) Systems Management Server (SMS)
4 6 (1.09%) Kubeflow
5 4 (0.73%) Ansible
6 3 (0.54%) QRadar
7 2 (0.36%) Cisco Prime
8 1 (0.18%) Control-M
8 1 (0.18%) Grafana
8 1 (0.18%) HP Fortify
8 1 (0.18%) Istio
8 1 (0.18%) logstash
8 1 (0.18%) Prometheus
8 1 (0.18%) Single Sign-On
Vendors
1 110 (19.96%) Microsoft
2 51 (9.26%) Databricks
2 51 (9.26%) OpenAI
3 25 (4.54%) Foundry
4 22 (3.99%) Salesforce
5 19 (3.45%) Google
6 15 (2.72%) Splunk
7 12 (2.18%) Pega
8 10 (1.81%) Oracle
8 10 (1.81%) SAP
8 10 (1.81%) VMware
9 9 (1.63%) ServiceNow
10 6 (1.09%) Cisco
10 6 (1.09%) CyberArk
10 6 (1.09%) Informatica
11 5 (0.91%) Adobe
11 5 (0.91%) MuleSoft
11 5 (0.91%) Salesforce Marketing Cloud
11 5 (0.91%) Workday
12 4 (0.73%) IBM