Use Case Contract Job Trends in Liverpool

Use Cases
Merseyside > Liverpool

The table below provides summary statistics and contractor rates for jobs advertised in Liverpool requiring Use Case skills. It covers contract job vacancies from the 6 months leading up to 24 December 2025, with comparisons to the same periods in the previous two years.

6 months to
24 Dec 2025
Same period 2024 Same period 2023
Rank 32 27 -
Rank change year-on-year -5 - -
Contract jobs citing Use Case 5 1 0
As % of all contract jobs in Liverpool 2.45% 0.53% -
As % of the Processes & Methodologies category 2.78% 0.71% -
Number of daily rates quoted 4 1 0
10th Percentile £341 - -
25th Percentile £383 - -
Median daily rate (50th Percentile) £426 £500 -
Median % change year-on-year -14.75% - -
75th Percentile £543 - -
90th Percentile £692 - -
Merseyside median daily rate £426 £500 -
% change year-on-year -14.75% - -

All Process and Methodology Skills
Liverpool

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 Liverpool.

Contract vacancies with a requirement for process or methodology skills 180 141 132
As % of all contract IT jobs advertised in Liverpool 88.24% 75.40% 86.84%
Number of daily rates quoted 92 76 60
10th Percentile £134 £144 £219
25th Percentile £163 £173 £335
Median daily rate (50th Percentile) £333 £394 £463
Median % change year-on-year -15.56% -14.86% -2.63%
75th Percentile £510 £504 £578
90th Percentile £650 £628 £652
Merseyside median daily rate £250 £406 £450
% change year-on-year -38.46% -9.72% -5.26%
Number of hourly rates quoted 11 6 12
10th Percentile - £12.65 £13.44
25th Percentile £15.18 £14.40 £16.25
Median hourly rate £17.30 £19.50 £20.00
Median % change year-on-year -11.28% -2.50% +14.29%
75th Percentile £51.02 £23.40 £28.58
90th Percentile - £23.53 £47.90
Merseyside median hourly rate £41.86 £18.60 £19.00
% change year-on-year +125.09% -2.13% +8.20%

Use Case
Job Vacancy Trend in Liverpool

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

Use Case job vacancy trend in Liverpool

Use Case
Daily Rate Trend in Liverpool

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

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

Use Case
Daily Rate Histogram in Liverpool

Daily rate distribution for jobs citing Use Case in Liverpool over the 6 months to 24 December 2025.

Daily rate histogram for Use Case in Liverpool

Use Case
Co-Occurring Skills & Capabilities in Liverpool 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:

Applications
1 4 (80.00%) Chatbot
Cloud Services
1 4 (80.00%) Azure
2 3 (60.00%) Amazon Bedrock
2 3 (60.00%) Azure AI
2 3 (60.00%) Vertex AI
3 1 (20.00%) Firebase
3 1 (20.00%) Power Platform
3 1 (20.00%) Vercel
Database & Business Intelligence
1 3 (60.00%) Pinecone
1 3 (60.00%) PostgreSQL
2 1 (20.00%) MongoDB
2 1 (20.00%) Power BI
General
1 1 (20.00%) Automotive
1 1 (20.00%) Banking
1 1 (20.00%) Social Skills
Job Titles
1 3 (60.00%) Artificial Intelligence Engineer
2 1 (20.00%) Applications Engineer
2 1 (20.00%) Architect
2 1 (20.00%) Junior
2 1 (20.00%) Security Architect
2 1 (20.00%) Senior
2 1 (20.00%) Senior Architect
2 1 (20.00%) Senior Security Architect
Libraries, Frameworks & Software Standards
1 4 (80.00%) LangChain
2 3 (60.00%) CrewAI
3 2 (40.00%) Gradio
3 2 (40.00%) Streamlit
4 1 (20.00%) AngularJS
4 1 (20.00%) D3.js
4 1 (20.00%) Faiss
4 1 (20.00%) FastAPI
4 1 (20.00%) Flask
4 1 (20.00%) Flutter
4 1 (20.00%) JSON
4 1 (20.00%) LangGraph
4 1 (20.00%) Material-UI
4 1 (20.00%) Next.js
4 1 (20.00%) Node.js
4 1 (20.00%) React
4 1 (20.00%) React Native
4 1 (20.00%) RESTful
4 1 (20.00%) Tailwind CSS
Miscellaneous
1 4 (80.00%) Data Protection Act
2 3 (60.00%) AI Agents
2 3 (60.00%) Autonomous Agent
3 1 (20.00%) Low-Code
3 1 (20.00%) Mobile App
3 1 (20.00%) PKI
Processes & Methodologies
1 4 (80.00%) AI
1 4 (80.00%) Conversational UI
1 4 (80.00%) Data Protection
1 4 (80.00%) LLM
1 4 (80.00%) Machine Learning
1 4 (80.00%) Observability
2 3 (60.00%) API Integration
2 3 (60.00%) Artificial Intelligence Engineering
2 3 (60.00%) Memory Management
2 3 (60.00%) Multi-Agent System
2 3 (60.00%) Retrieval-Augmented Generation
2 3 (60.00%) Semantic Search
3 2 (40.00%) Collaborative Working
4 1 (20.00%) Architecture Roadmap
4 1 (20.00%) Co-Creation
4 1 (20.00%) High-Fidelity Prototypes
4 1 (20.00%) Interaction Design
4 1 (20.00%) Prototyping
4 1 (20.00%) Strategic Roadmap
4 1 (20.00%) Technical Debt
Programming Languages
1 4 (80.00%) Python
2 3 (60.00%) SQL
3 1 (20.00%) TypeScript
Qualifications
1 3 (60.00%) MCP
Quality Assurance & Compliance
1 1 (20.00%) ISO/IEC 27001
1 1 (20.00%) NIST
1 1 (20.00%) PCI DSS
1 1 (20.00%) SOC 1
Vendors
1 3 (60.00%) Google
2 1 (20.00%) Netlify
2 1 (20.00%) OpenAI
2 1 (20.00%) Splunk