Data Structures Contract Job Trends in Cheshire

Data Structures
North West > Cheshire

The table below looks at the prevalence of the term Data Structures in contract job vacancies in Cheshire. Included is a benchmarking guide to the contractor rates offered in vacancies that cited Data Structures over the 6 months leading up to 16 September 2026, comparing them to the same period in the previous two years.

6 months to
16 Sep 2026
Same period 2025 Same period 2024
Rank 60 72 50
Rank change year-on-year +12 -22 -11
Contract jobs citing Data Structures 17 8 3
As % of all contract jobs in Cheshire 2.13% 1.22% 0.58%
As % of the Miscellaneous category 5.96% 3.43% 1.64%
Number of daily rates quoted 15 5 3
10th Percentile £377 £308 -
25th Percentile £405 £368 -
Median daily rate (50th Percentile) £537 £390 £500
Median % change year-on-year +37.69% -22.00% +25.00%
75th Percentile £575 £400 £519
90th Percentile - £464 £530
North West median daily rate £537 £450 £500
% change year-on-year +19.33% -10.00% +25.00%

All Generic Skills
Cheshire

Data Structures falls under the General and Transferable Skills category. For comparison with the information above, the following table provides summary statistics for all contract job vacancies requiring generic IT skills in Cheshire.

Contract vacancies with a requirement for generic IT skills 285 233 183
As % of all contract IT jobs advertised in Cheshire 35.67% 35.46% 35.53%
Number of daily rates quoted 180 174 101
10th Percentile £282 £268 £349
25th Percentile £400 £356 £445
Median daily rate (50th Percentile) £475 £436 £500
Median % change year-on-year +8.94% -12.80% -7.83%
75th Percentile £575 £500 £565
90th Percentile £638 £638 £638
North West median daily rate £500 £450 £493
% change year-on-year +11.11% -8.72% -1.40%
Number of hourly rates quoted 12 7 0
10th Percentile £16.81 - -
25th Percentile £25.13 £15.50 -
Median hourly rate £31.66 £16.50 -
Median % change year-on-year +91.88% - -
75th Percentile £90.00 £49.38 -
90th Percentile £109.78 £67.25 -
North West median hourly rate £43.96 £41.31 £23.50
% change year-on-year +6.41% +75.79% -42.39%

Data Structures
Job Vacancy Trend in Cheshire

Historical trend showing the proportion of contract IT job postings citing Data Structures relative to all contract IT jobs advertised in Cheshire.

Data Structures job vacancy trend in Cheshire

Data Structures
Daily Rate Trend in Cheshire

Contractor daily rate distribution trend for jobs in Cheshire citing Data Structures.

Contractor daily rate distribution trend for jobs in Cheshire citing Data Structures

Data Structures
Daily Rate Histogram in Cheshire

Daily rate distribution for jobs citing Data Structures in Cheshire over the 6 months to 16 September 2026.

Daily rate histogram for Data Structures in Cheshire

Data Structures
Hourly Rate Trend in Cheshire

Contractor hourly rate distribution trend for jobs in Cheshire citing Data Structures.

Contractor hourly rate distribution trend for jobs in Cheshire citing Data Structures

Data Structures
Contract Job Locations in Cheshire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Structures within the Cheshire region over the 6 months to 16 September 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
Knutsford +20 9 £414 +30.03% 3
Macclesfield +8 5 £550 +37.50% 1
Warrington -12 1 £475 -2.56% 4
Chester - 1 £575 - 1
Data Structures
North West

Data Structures
Co-Occurring Skills & Capabilities in Cheshire 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 9 (52.94%) Confluence
2 4 (23.53%) Camunda
Business Applications
1 4 (23.53%) SAP S/4HANA
Cloud Services
1 4 (23.53%) OpenShift
2 1 (5.88%) Azure
2 1 (5.88%) Azure Machine Learning
Database & Business Intelligence
1 8 (47.06%) SQL Server
2 6 (35.29%) MongoDB
2 6 (35.29%) Relational Database
3 4 (23.53%) RDBMS
4 1 (5.88%) Metadata
Development Applications
1 10 (58.82%) GitLab
2 8 (47.06%) Jenkins
3 6 (35.29%) Claude Code
4 5 (29.41%) Git
5 4 (23.53%) JIRA
5 4 (23.53%) Sonatype Nexus
6 3 (17.65%) Bitbucket Server
6 3 (17.65%) Gradle
6 3 (17.65%) JUnit
6 3 (17.65%) Maven
6 3 (17.65%) Mockito
6 3 (17.65%) REST Assured
6 3 (17.65%) SonarQube
7 1 (5.88%) Bitbucket
7 1 (5.88%) Cucumber
7 1 (5.88%) Postman
7 1 (5.88%) Selenium
General
1 10 (58.82%) Finance
2 6 (35.29%) Social Skills
3 5 (29.41%) Banking
4 4 (23.53%) Influencing Skills
5 2 (11.76%) Analytical Skills
Job Titles
1 7 (41.18%) Developer
2 5 (29.41%) Lead
3 3 (17.65%) Senior
4 2 (11.76%) SQL Developer
5 1 (5.88%) Analyst
5 1 (5.88%) Automation Tester
5 1 (5.88%) Business Analyst
5 1 (5.88%) Consultant
5 1 (5.88%) Data Business Analyst
5 1 (5.88%) Data Migration Lead
5 1 (5.88%) Data Scientist
5 1 (5.88%) DevOps Developer
5 1 (5.88%) Python Developer
5 1 (5.88%) React Developer
5 1 (5.88%) Senior Data Scientist
5 1 (5.88%) Senior Developer
5 1 (5.88%) Tester
Libraries, Frameworks & Software Standards
1 9 (52.94%) Kafka
2 6 (35.29%) JSON
3 4 (23.53%) React
4 3 (17.65%) CSS
4 3 (17.65%) Hibernate
4 3 (17.65%) HTML
4 3 (17.65%) JPA
4 3 (17.65%) Redux
4 3 (17.65%) Spring Boot
5 1 (5.88%) .NET
5 1 (5.88%) ASP.NET Web API
5 1 (5.88%) FastAPI
5 1 (5.88%) LightGBM
5 1 (5.88%) Pandas
5 1 (5.88%) Playwright
5 1 (5.88%) scikit-learn
5 1 (5.88%) XGBoost
Miscellaneous
1 6 (35.29%) Algorithms
2 5 (29.41%) Legacy Systems
3 1 (5.88%) Data Protection Act
Processes & Methodologies
1 11 (64.71%) Agile
2 10 (58.82%) DevOps
3 7 (41.18%) Stakeholder Management
4 6 (35.29%) AI
4 6 (35.29%) Migration
5 5 (29.41%) CI/CD
6 4 (23.53%) Analytics
6 4 (23.53%) Change Control
6 4 (23.53%) Computer Science
6 4 (23.53%) Data Architecture
6 4 (23.53%) Data Design
6 4 (23.53%) Data Integration
6 4 (23.53%) Database Security
6 4 (23.53%) ERP
6 4 (23.53%) OO
6 4 (23.53%) OOD
6 4 (23.53%) Scrum
6 4 (23.53%) Test Automation
6 4 (23.53%) User Stories
7 3 (17.65%) Microservices
Programming Languages
1 12 (70.59%) SQL
2 6 (35.29%) PowerShell
3 5 (29.41%) C#
4 4 (23.53%) Java
4 4 (23.53%) JavaScript
5 3 (17.65%) Python
6 1 (5.88%) Bash
Qualifications
1 5 (29.41%) Degree
2 4 (23.53%) Computer Science Degree
Quality Assurance & Compliance
1 5 (29.41%) Data Quality
Systems Management
1 6 (35.29%) Ansible
Vendors
1 4 (23.53%) SAP
1 4 (23.53%) Veracode
2 3 (17.65%) IBM
3 2 (11.76%) Microsoft
4 1 (5.88%) Databricks
4 1 (5.88%) EXASOL