Data Structures Contract Job Trends in Yorkshire

Data Structures
England > Yorkshire

The table below looks at the prevalence of the term Data Structures in contract job vacancies in Yorkshire. Included is a benchmarking guide to the contractor rates offered in vacancies that cited Data Structures over the 6 months leading up to 15 December 2025, comparing them to the same period in the previous two years.

6 months to
15 Dec 2025
Same period 2024 Same period 2023
Rank 113 86 105
Rank change year-on-year -27 +19 +34
Contract jobs citing Data Structures 19 5 5
As % of all contract jobs in Yorkshire 1.04% 0.42% 0.27%
As % of the Miscellaneous category 2.64% 1.27% 0.96%
Number of daily rates quoted 13 4 3
10th Percentile £366 £308 £320
25th Percentile £400 £375 £378
Median daily rate (50th Percentile) £598 £563 £500
Median % change year-on-year +6.22% +12.50% -
75th Percentile £703 £725 £563
90th Percentile - - £585
England median daily rate £525 £550 £600
% change year-on-year -4.55% -8.33% -4.00%

All Generic Skills
Yorkshire

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 Yorkshire.

Contract vacancies with a requirement for generic IT skills 719 394 523
As % of all contract IT jobs advertised in Yorkshire 39.29% 33.36% 28.66%
Number of daily rates quoted 453 245 326
10th Percentile £313 £180 £303
25th Percentile £406 £319 £393
Median daily rate (50th Percentile) £500 £493 £475
Median % change year-on-year +1.42% +3.79% -7.54%
75th Percentile £550 £580 £587
90th Percentile £619 £700 £625
England median daily rate £513 £550 £550
% change year-on-year -6.82% - -4.35%
Number of hourly rates quoted 16 8 19
10th Percentile £14.25 £14.18 £15.16
25th Percentile £14.81 £17.68 £17.07
Median hourly rate £18.43 £38.75 £21.31
Median % change year-on-year -52.45% +81.84% +12.16%
75th Percentile £51.06 £45.94 £22.00
90th Percentile £56.63 £68.37 £24.36
England median hourly rate £28.00 £37.25 £43.84
% change year-on-year -24.83% -15.02% +25.24%

Data Structures
Job Vacancy Trend in Yorkshire

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

Data Structures job vacancy trend in Yorkshire

Data Structures
Daily Rate Trend in Yorkshire

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

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

Data Structures
Daily Rate Histogram in Yorkshire

Daily rate distribution for jobs citing Data Structures in Yorkshire over the 6 months to 15 December 2025.

Daily rate histogram for Data Structures in Yorkshire

Data Structures
Hourly Rate Trend in Yorkshire

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

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

Data Structures
Contract Job Locations in Yorkshire

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 Yorkshire region over the 6 months to 15 December 2025. 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
South Yorkshire - 11 £695 - 9
West Yorkshire -11 8 £425 -24.44% 19
Data Structures
England

Data Structures
Co-Occurring Skills & Capabilities in Yorkshire 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 1 (5.26%) Apache Airflow
1 1 (5.26%) Confluence
Business Applications
1 1 (5.26%) SAP S/4HANA
Cloud Services
1 7 (36.84%) AWS
2 5 (26.32%) GCP
3 4 (21.05%) Azure
4 3 (15.79%) Amazon S3
5 2 (10.53%) GitHub
5 2 (10.53%) npm
6 1 (5.26%) Apigee
6 1 (5.26%) Kong
Communications & Networking
1 1 (5.26%) DNS
1 1 (5.26%) Firewall
1 1 (5.26%) HTTP
1 1 (5.26%) TCP/IP
1 1 (5.26%) VPN
Database & Business Intelligence
1 4 (21.05%) Data Warehouse
2 3 (15.79%) Amazon Redshift
2 3 (15.79%) SQL Server
3 2 (10.53%) Delta Lake
3 2 (10.53%) NoSQL
3 2 (10.53%) RDBMS
3 2 (10.53%) Relational Database
4 1 (5.26%) Data Lake
4 1 (5.26%) DataStage
4 1 (5.26%) Elasticsearch
4 1 (5.26%) Metadata
4 1 (5.26%) SAP HANA
4 1 (5.26%) Star Schema
Development Applications
1 7 (36.84%) Git
2 4 (21.05%) Jenkins
3 3 (15.79%) JIRA
4 2 (10.53%) Babel
4 2 (10.53%) Gradle
4 2 (10.53%) JUnit
4 2 (10.53%) Log4j
4 2 (10.53%) Maven
4 2 (10.53%) Mockito
4 2 (10.53%) Postman
4 2 (10.53%) SonarQube
4 2 (10.53%) Subversion
4 2 (10.53%) webpack
5 1 (5.26%) Atlassian Bamboo
5 1 (5.26%) CircleCI
5 1 (5.26%) GitLab
5 1 (5.26%) Travis CI
General
1 15 (78.95%) Social Skills
2 4 (21.05%) Analytical Skills
3 3 (15.79%) Banking
3 3 (15.79%) Finance
4 2 (10.53%) Documentation Skills
5 1 (5.26%) Retail Banking
Job Titles
1 10 (52.63%) Developer
2 7 (36.84%) Lead
3 6 (31.58%) Developer/Software Engineer
3 6 (31.58%) Lead Developer
3 6 (31.58%) Lead Software Developer
3 6 (31.58%) Lead Software Engineer
3 6 (31.58%) Software Developer
3 6 (31.58%) Software Engineer
4 4 (21.05%) Analyst
5 3 (15.79%) Business Analyst
5 3 (15.79%) Data Analyst
5 3 (15.79%) Data Business Analyst
6 2 (10.53%) Java Developer
7 1 (5.26%) Data Architect
7 1 (5.26%) FoxPro Developer
7 1 (5.26%) SAP Architect
7 1 (5.26%) SAP Technical Architect
7 1 (5.26%) Senior Developer
7 1 (5.26%) Senior Java Developer
7 1 (5.26%) Technical Architect
Libraries, Frameworks & Software Standards
1 3 (15.79%) React
2 2 (10.53%) Bootstrap
2 2 (10.53%) CSS
2 2 (10.53%) CSS3
2 2 (10.53%) DOM
2 2 (10.53%) HTML
2 2 (10.53%) HTML5
2 2 (10.53%) Jest
2 2 (10.53%) Kafka
2 2 (10.53%) lodash
2 2 (10.53%) PowerMock
2 2 (10.53%) Redux
2 2 (10.53%) REST
2 2 (10.53%) RESTful
2 2 (10.53%) Spring
2 2 (10.53%) Spring Boot
2 2 (10.53%) Spring Cloud
3 1 (5.26%) Elastic Stack
3 1 (5.26%) PySpark
3 1 (5.26%) Spring WebFlux
Miscellaneous
1 8 (42.11%) Algorithms
2 4 (21.05%) Cloud Native
3 2 (10.53%) Data Protection Act
4 1 (5.26%) Distributed Computing
4 1 (5.26%) Product Ownership
Processes & Methodologies
1 9 (47.37%) Problem-Solving
2 8 (42.11%) Computer Science
2 8 (42.11%) TDD
3 7 (36.84%) Mentoring
3 7 (36.84%) Performance Optimisation
4 6 (31.58%) Clean Code
4 6 (31.58%) Design Patterns
4 6 (31.58%) Migration
4 6 (31.58%) Software Engineering
4 6 (31.58%) SOLID
5 5 (26.32%) Data Architecture
5 5 (26.32%) Data Modelling
6 4 (21.05%) Agile
6 4 (21.05%) Data Strategy
6 4 (21.05%) ETL
6 4 (21.05%) Roadmaps
6 4 (21.05%) Stakeholder Management
7 3 (15.79%) CI/CD
7 3 (15.79%) Containerisation
7 3 (15.79%) Strategic Roadmap
Programming Languages
1 6 (31.58%) TypeScript
2 3 (15.79%) SQL
3 2 (10.53%) Java
3 2 (10.53%) JavaScript
4 1 (5.26%) Bash
4 1 (5.26%) FoxPro (VFP)
4 1 (5.26%) PowerShell
4 1 (5.26%) Python
4 1 (5.26%) Scala
Qualifications
1 8 (42.11%) Computer Science Degree
1 8 (42.11%) Degree
2 1 (5.26%) AWS Certification
2 1 (5.26%) Azure Certification
2 1 (5.26%) BPSS Clearance
Quality Assurance & Compliance
1 3 (15.79%) QA
2 2 (10.53%) Accessibility
3 1 (5.26%) Actionable Recommendations
3 1 (5.26%) Data Quality
System Software
1 1 (5.26%) Docker
Systems Management
1 1 (5.26%) Ansible
1 1 (5.26%) Docker Swarm
1 1 (5.26%) Grafana
1 1 (5.26%) Kibana
1 1 (5.26%) Kubernetes
1 1 (5.26%) logstash
1 1 (5.26%) Progress Chef
1 1 (5.26%) Prometheus
1 1 (5.26%) Puppet
1 1 (5.26%) Terraform
Vendors
1 2 (10.53%) Databricks
1 2 (10.53%) SAP
2 1 (5.26%) Informatica
2 1 (5.26%) Splunk
2 1 (5.26%) Talend