Use Case Contract Job Trends in England

Use Cases
UK > England

The table below provides summary statistics and contractor rates for jobs advertised in England requiring Use Case skills. It covers contract job vacancies from the 6 months leading up to 5 March 2026, with comparisons to the same periods in the previous two years.

6 months to
5 Mar 2026
Same period 2025 Same period 2024
Rank 151 196 181
Rank change year-on-year +45 -15 +7
Contract jobs citing Use Case 672 339 503
As % of all contract jobs in England 1.85% 1.34% 1.34%
As % of the Processes & Methodologies category 2.13% 1.48% 1.54%
Number of daily rates quoted 413 219 328
10th Percentile £400 £375 £416
25th Percentile £443 £473 £464
Median daily rate (50th Percentile) £525 £575 £561
Median % change year-on-year -8.70% +2.45% +2.05%
75th Percentile £638 £720 £675
90th Percentile £750 £881 £806
UK median daily rate £525 £550 £550
% change year-on-year -4.55% - -
Number of hourly rates quoted 12 1 10
10th Percentile - - £38.28
25th Percentile £41.94 £69.00 £40.00
Median hourly rate £57.30 £70.00 £47.50
Median % change year-on-year -18.14% +47.37% -27.48%
75th Percentile £80.19 £71.00 £79.14
90th Percentile £93.28 - £90.60
UK median hourly rate £57.30 £70.00 £47.50
% change year-on-year -18.14% +47.37% -27.48%

All Process & Methodology Skills
England

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 England.

Contract vacancies with a requirement for process or methodology skills 31,583 22,934 32,620
As % of all contract IT jobs advertised in England 86.97% 90.41% 87.09%
Number of daily rates quoted 20,210 14,556 21,603
10th Percentile £313 £308 £300
25th Percentile £413 £413 £413
Median daily rate (50th Percentile) £505 £525 £525
Median % change year-on-year -3.81% - -4.55%
75th Percentile £618 £638 £650
90th Percentile £725 £750 £750
UK median daily rate £500 £525 £525
% change year-on-year -4.76% - -4.55%
Number of hourly rates quoted 1,944 784 2,086
10th Percentile £15.25 £15.50 £13.29
25th Percentile £18.50 £21.24 £16.25
Median hourly rate £29.32 £35.00 £33.78
Median % change year-on-year -16.23% +3.63% -5.26%
75th Percentile £63.81 £65.00 £59.33
90th Percentile £73.46 £75.18 £71.90
UK median hourly rate £28.00 £32.50 £32.85
% change year-on-year -13.85% -1.05% -6.16%

Use Case
Job Vacancy Trend in England

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

Use Case job vacancy trend in England

Use Case
Daily Rate Trend in England

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

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

Use Case
Daily Rate Histogram in England

Daily rate distribution for jobs citing Use Case in England over the 6 months to 5 March 2026.

Daily rate histogram for Use Case in England

Use Case
Hourly Rate Trend in England

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

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

Use Case
Hourly Rate Histogram in England

Hourly rate distribution of jobs citing Use Case in England over the 6 months to 5 March 2026.

Hourly rate histogram for Use Case in England

Use Case
Contract Job Locations in England

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 England region over the 6 months to 5 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
London +54 407 £550 -8.33% 216
North of England +5 101 £468 -10.86% 62
South East -27 57 £514 -17.80% 106
North West -13 46 £445 -19.09% 28
Yorkshire -30 44 £484 +0.57% 31
Midlands -39 44 £475 -13.64% 40
East Midlands -12 22 £438 -38.38% 16
South West -29 22 £498 -15.32% 20
West Midlands -50 22 £550 +4.76% 22
East of England -24 14 £550 +46.67% 28
North East - 13 £425 - 3
Use Case
UK

Use Case
Co-Occurring Skills & Capabilities in England 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 37 (5.51%) Confluence
2 24 (3.57%) Apache Spark
3 21 (3.13%) Apache Airflow
4 13 (1.93%) Jupyter
5 10 (1.49%) Apache
6 6 (0.89%) SharePoint
6 6 (0.89%) Smallworld
7 5 (0.74%) Appian
7 5 (0.74%) GeoServer
8 4 (0.60%) SAS
9 2 (0.30%) ArcGIS
9 2 (0.30%) Ethereum
9 2 (0.30%) Hyperledger
10 1 (0.15%) CMS
10 1 (0.15%) OpenStack
10 1 (0.15%) Tomcat
Applications
1 31 (4.61%) Microsoft Excel
2 19 (2.83%) Chatbot
3 17 (2.53%) Microsoft PowerPoint
3 17 (2.53%) MS Visio
4 14 (2.08%) Microsoft Office
5 6 (0.89%) Microsoft Project
6 1 (0.15%) Adobe After Effects
6 1 (0.15%) Adobe Illustrator
6 1 (0.15%) Adobe Premiere
6 1 (0.15%) CATIA
6 1 (0.15%) Photoshop
6 1 (0.15%) SOLIDWORKS
Business Applications
1 20 (2.98%) SAP S/4HANA
2 6 (0.89%) Payment Gateway
3 4 (0.60%) Adobe Campaign
3 4 (0.60%) Dynamics CRM
4 3 (0.45%) Eloqua
4 3 (0.45%) Endur
4 3 (0.45%) Maximo
4 3 (0.45%) SAP FI
4 3 (0.45%) Sparx Enterprise Architect
5 2 (0.30%) Actimize
5 2 (0.30%) BambooHR
5 2 (0.30%) FIS Private Capital Suite
5 2 (0.30%) Primavera
5 2 (0.30%) SAP CO
5 2 (0.30%) SAP FI/CO
5 2 (0.30%) Shopify
6 1 (0.15%) Oracle BRM
6 1 (0.15%) Salesforce CRM
6 1 (0.15%) SAP Hybris
6 1 (0.15%) Summit
Cloud Services
1 215 (31.99%) Azure
2 131 (19.49%) AWS
3 66 (9.82%) GCP
4 60 (8.93%) Power Platform
5 37 (5.51%) Azure DevOps
6 29 (4.32%) Azure AI
7 27 (4.02%) GitHub
7 27 (4.02%) Snowflake
8 26 (3.87%) Azure Data Factory
9 21 (3.13%) Serverless
10 20 (2.98%) dbt
10 20 (2.98%) Microsoft 365
10 20 (2.98%) Vertex AI
11 18 (2.68%) Amazon Bedrock
11 18 (2.68%) Azure Machine Learning
11 18 (2.68%) Azure Synapse Analytics
11 18 (2.68%) Entra ID
12 16 (2.38%) GitHub Actions
13 14 (2.08%) Amazon SageMaker
13 14 (2.08%) Microsoft Copilot
Communications & Networking
1 37 (5.51%) Firewall
2 14 (2.08%) Network Security
3 8 (1.19%) VPN
4 7 (1.04%) Internet
4 7 (1.04%) TCP/IP
5 6 (0.89%) DNS
6 5 (0.74%) BGP
6 5 (0.74%) CTI
6 5 (0.74%) VoIP
7 4 (0.60%) Intrusion Detection
8 3 (0.45%) Ethernet VPN
8 3 (0.45%) Reverse Proxy
8 3 (0.45%) RTP
8 3 (0.45%) SSH
8 3 (0.45%) SSL
8 3 (0.45%) VXLAN
9 2 (0.30%) Cisco Nexus
9 2 (0.30%) IPFIX
9 2 (0.30%) NAS
9 2 (0.30%) Radio Access Network
Database & Business Intelligence
1 44 (6.55%) Data Warehouse
2 43 (6.40%) Power BI
3 31 (4.61%) Metadata
4 24 (3.57%) Snowflake Schema
5 23 (3.42%) Data Lake
6 21 (3.13%) Big Data
7 17 (2.53%) Delta Lake
7 17 (2.53%) Tableau
8 14 (2.08%) Pinecone
8 14 (2.08%) Weaviate
9 13 (1.93%) NoSQL
10 12 (1.79%) Relational Database
11 10 (1.49%) Data Vault
12 9 (1.34%) Hadoop
13 8 (1.19%) BigQuery
13 8 (1.19%) Elasticsearch
13 8 (1.19%) Spark SQL
13 8 (1.19%) SQL Server
13 8 (1.19%) Star Schema
14 6 (0.89%) GIS
Development Applications
1 50 (7.44%) JIRA
2 31 (4.61%) Git
3 14 (2.08%) MLflow
4 11 (1.64%) GitLab
5 8 (1.19%) ERwin
5 8 (1.19%) Jenkins
6 7 (1.04%) PowerDesigner
7 6 (0.89%) Cucumber
7 6 (0.89%) ER Studio
7 6 (0.89%) Selenium
8 5 (0.74%) SonarQube
9 4 (0.60%) Robot Framework
10 3 (0.45%) Oracle APEX
10 3 (0.45%) PyCharm
10 3 (0.45%) XCTest
11 2 (0.30%) Hardhat
11 2 (0.30%) JUnit
11 2 (0.30%) Postman
11 2 (0.30%) REST Assured
11 2 (0.30%) Visual Studio
General
1 221 (32.89%) Social Skills
2 190 (28.27%) Finance
3 124 (18.45%) Analytical Skills
4 69 (10.27%) Banking
5 59 (8.78%) Public Sector
6 27 (4.02%) Documentation Skills
7 25 (3.72%) Retail
8 20 (2.98%) Marketing
9 18 (2.68%) Legal
10 15 (2.23%) Investment Banking
10 15 (2.23%) Presentation Skills
10 15 (2.23%) Telecoms
11 14 (2.08%) Inclusion and Diversity
12 11 (1.64%) Back Office
12 11 (1.64%) Influencing Skills
13 9 (1.34%) Front Office
14 8 (1.19%) Aerospace
14 8 (1.19%) Financial Institution
14 8 (1.19%) Organisational Skills
15 6 (0.89%) Pharmaceutical
Job Titles
1 140 (20.83%) Analyst
2 107 (15.92%) Business Analyst
3 87 (12.95%) Architect
4 69 (10.27%) Senior
5 66 (9.82%) Lead
6 59 (8.78%) Data Engineer
7 41 (6.10%) Developer
8 36 (5.36%) Artificial Intelligence Engineer
9 33 (4.91%) Consultant
10 29 (4.32%) Project Manager
11 26 (3.87%) Data Scientist
12 22 (3.27%) Artificial Intelligence Architect
13 20 (2.98%) Technical Analyst
14 18 (2.68%) Senior Analyst
15 17 (2.53%) Azure Engineer
15 17 (2.53%) Data Analyst
16 16 (2.38%) Solutions Architect
16 16 (2.38%) Technical Business Analyst
17 15 (2.23%) Senior Business Analyst
18 14 (2.08%) Security Engineer
Libraries, Frameworks & Software Standards
1 29 (4.32%) PyTorch
1 29 (4.32%) REST
2 27 (4.02%) TensorFlow
3 25 (3.72%) LangChain
4 23 (3.42%) scikit-learn
5 20 (2.98%) Node.js
6 19 (2.83%) JSON
6 19 (2.83%) XML
7 17 (2.53%) LangGraph
7 17 (2.53%) Pandas
7 17 (2.53%) PySpark
8 16 (2.38%) .NET
9 15 (2.23%) Model Context Protocol
9 15 (2.23%) OAuth
10 13 (1.93%) Kafka
10 13 (1.93%) Middleware
10 13 (1.93%) SOAP
11 12 (1.79%) Faiss
11 12 (1.79%) NumPy
12 10 (1.49%) React
Miscellaneous
1 62 (9.23%) Product Ownership
2 46 (6.85%) AI Agents
3 36 (5.36%) Cloud Native
3 36 (5.36%) Onboarding
4 24 (3.57%) Algorithms
5 15 (2.23%) Hybrid Cloud
6 14 (2.08%) Data Protection Act
6 14 (2.08%) Data Structures
6 14 (2.08%) PMI
6 14 (2.08%) Security Posture
7 13 (1.93%) Greenfield Project
7 13 (1.93%) Legacy Systems
7 13 (1.93%) Security Operations Centre
7 13 (1.93%) Virtual Team
8 12 (1.79%) Beowulf
8 12 (1.79%) Life Science
9 10 (1.49%) Management Information System
10 9 (1.34%) Data Centre
11 8 (1.19%) Cyber Threat
11 8 (1.19%) Replication
Operating Systems
1 27 (4.02%) Windows
2 25 (3.72%) Linux
3 6 (0.89%) Unix
3 6 (0.89%) Windows Server
4 5 (0.74%) Apple iOS
5 2 (0.30%) Android
6 1 (0.15%) Kali Linux
6 1 (0.15%) Mac OS
6 1 (0.15%) Red Hat Enterprise Linux
6 1 (0.15%) Windows Server 2012
6 1 (0.15%) Windows Server 2019
Processes & Methodologies
1 249 (37.05%) AI
2 196 (29.17%) Agile
3 188 (27.98%) Analytics
4 149 (22.17%) Machine Learning
5 137 (20.39%) Data Modelling
6 129 (19.20%) CI/CD
7 125 (18.60%) Problem-Solving
8 118 (17.56%) Stakeholder Management
9 117 (17.41%) Data Science
10 115 (17.11%) DevOps
11 107 (15.92%) Stakeholder Engagement
12 100 (14.88%) Validation
13 99 (14.73%) Generative AI
14 98 (14.58%) Data Pipeline
14 98 (14.58%) LLM
15 97 (14.43%) Workshop Facilitation
16 96 (14.29%) Roadmaps
17 92 (13.69%) Data Engineering
18 90 (13.39%) User Stories
19 88 (13.10%) Data Governance
Programming Languages
1 178 (26.49%) Python
2 116 (17.26%) SQL
3 27 (4.02%) Java
4 18 (2.68%) TypeScript
5 17 (2.53%) C#
6 15 (2.23%) JavaScript
7 14 (2.08%) PowerShell
8 13 (1.93%) Kusto Query Language
9 11 (1.64%) Bash
10 10 (1.49%) Bicep
11 8 (1.19%) R
11 8 (1.19%) Scala
12 5 (0.74%) C++
13 4 (0.60%) Apex Code
13 4 (0.60%) PL/SQL
13 4 (0.60%) Swift
13 4 (0.60%) T-SQL
14 3 (0.45%) Search Processing Language
15 2 (0.30%) Solidity
15 2 (0.30%) VB.NET
Qualifications
1 125 (18.60%) Security Cleared
2 102 (15.18%) Degree
3 97 (14.43%) SC Cleared
4 35 (5.21%) Computer Science Degree
4 35 (5.21%) Master's Degree
5 22 (3.27%) CBAP
6 18 (2.68%) BPSS Clearance
7 17 (2.53%) PMI Certification
8 15 (2.23%) CISSP
9 14 (2.08%) Azure Certification
10 12 (1.79%) DV Cleared
11 11 (1.64%) IIBA
12 7 (1.04%) CompTIA Security+
13 6 (0.89%) Microsoft Certified Professional
13 6 (0.89%) PhD
14 5 (0.74%) CISM
14 5 (0.74%) ISEB
15 4 (0.60%) AWS Certification
15 4 (0.60%) Cisco Certification
16 3 (0.45%) DBS Check
Quality Assurance & Compliance
1 82 (12.20%) Data Quality
2 44 (6.55%) QA
3 20 (2.98%) GDPR
4 18 (2.68%) NIST
5 15 (2.23%) ISO/IEC 27001
6 12 (1.79%) PCI DSS
7 11 (1.64%) Accessibility
7 11 (1.64%) GRC
8 6 (0.89%) ISO 8583
8 6 (0.89%) PSD2
9 5 (0.74%) NCSC
10 4 (0.60%) JSP 440
10 4 (0.60%) SOC 2
11 3 (0.45%) EU AI Act
11 3 (0.45%) GxP
11 3 (0.45%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
11 3 (0.45%) PMO
11 3 (0.45%) Sarbanes-Oxley
12 2 (0.30%) Actionable Recommendations
12 2 (0.30%) MiFID
System Software
1 46 (6.85%) Docker
2 23 (3.42%) Active Directory
3 18 (2.68%) VMware NSX
4 16 (2.38%) VMware Infrastructure
5 12 (1.79%) Slurm Workload Manager
6 6 (0.89%) Virtual Machines
7 5 (0.74%) Virtual Desktop
8 4 (0.60%) Snort
9 3 (0.45%) zsh
10 2 (0.30%) vCloud
11 1 (0.15%) HDFS
11 1 (0.15%) IAG
11 1 (0.15%) vSphere
Systems Management
1 56 (8.33%) Kubernetes
2 36 (5.36%) Terraform
3 15 (2.23%) Ansible
4 12 (1.79%) Podman
5 8 (1.19%) Systems Management Server (SMS)
6 7 (1.04%) Single Sign-On
7 5 (0.74%) CSIRT
7 5 (0.74%) QRadar
8 4 (0.60%) Grafana
8 4 (0.60%) Nessus
9 3 (0.45%) logstash
9 3 (0.45%) Prometheus
10 2 (0.30%) Active Directory Federation Services
10 2 (0.30%) EMC NetWorker
10 2 (0.30%) Kibana
10 2 (0.30%) Kubeflow
10 2 (0.30%) Progress Chef
11 1 (0.15%) Puppet
11 1 (0.15%) SCCM
11 1 (0.15%) SCOM
Vendors
1 109 (16.22%) Microsoft
2 54 (8.04%) Databricks
3 43 (6.40%) OpenAI
4 39 (5.80%) Google
5 27 (4.02%) SAP
5 27 (4.02%) Splunk
6 20 (2.98%) Salesforce
6 20 (2.98%) VMware
7 19 (2.83%) Foundry
8 14 (2.08%) Oracle
9 13 (1.93%) ServiceNow
10 10 (1.49%) Red Hat
11 9 (1.34%) Adobe
11 9 (1.34%) Cisco
12 8 (1.19%) NVIDIA
13 7 (1.04%) IBM
14 6 (0.89%) Genesys
14 6 (0.89%) MuleSoft
14 6 (0.89%) Palo Alto
15 5 (0.74%) CyberArk