Data Structures Job Trends in Yorkshire

Data Structures
England > Yorkshire

The table below looks at the prevalence of the term Data Structures in permanent job vacancies in Yorkshire. Included is a benchmarking guide to the salaries offered in vacancies that cited Data Structures over the 6 months leading up to 15 April 2026, comparing them to the same period in the previous two years.

6 months to
15 Apr 2026
Same period 2025 Same period 2024
Rank 165 130 196
Rank change year-on-year -35 +66 +31
Permanent jobs citing Data Structures 34 8 17
As % of all permanent jobs in Yorkshire 0.61% 0.35% 0.31%
As % of the Miscellaneous category 2.41% 0.97% 1.00%
Number of salaries quoted 19 5 17
10th Percentile £52,250 - £35,000
25th Percentile £53,125 £42,500 £41,250
Median annual salary (50th Percentile) £68,510 £48,507 £50,000
Median % change year-on-year +41.24% -2.99% -
75th Percentile £79,375 £78,000 £72,433
90th Percentile £85,000 £80,250 £91,866
England median annual salary £72,500 £71,991 £70,000
% change year-on-year +0.71% +2.84% +0.80%

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 permanent job vacancies requiring generic IT skills in Yorkshire.

Permanent vacancies with a requirement for generic IT skills 1,411 822 1,694
As % of all permanent jobs advertised in Yorkshire 25.27% 35.97% 30.52%
Number of salaries quoted 768 471 1,267
10th Percentile £27,750 £25,750 £26,750
25th Percentile £33,750 £36,250 £34,125
Median annual salary (50th Percentile) £52,500 £50,000 £50,000
Median % change year-on-year +5.00% - -9.09%
75th Percentile £70,000 £73,886 £67,500
90th Percentile £95,000 £96,250 £82,072
England median annual salary £60,000 £60,000 £55,000
% change year-on-year - +9.09% -15.38%

Data Structures
Job Vacancy Trend in Yorkshire

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

Data Structures job vacancy trend in Yorkshire

Data Structures
Salary Trend in Yorkshire

Salary distribution trend for jobs in Yorkshire citing Data Structures.

Salary distribution trend for jobs in Yorkshire citing Data Structures

Data Structures
Salary Histogram in Yorkshire

Salary distribution for jobs citing Data Structures in Yorkshire over the 6 months to 15 April 2026.

Salary histogram for Data Structures in Yorkshire

Data Structures
Job Locations in Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Structures within the Yorkshire region over the 6 months to 15 April 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Jobs
West Yorkshire -19 31 £68,510 -9.86% 7
South Yorkshire -35 1 £47,500 +5.56% 2
East Yorkshire - 1 £77,500 -
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:

Applications
1 1 (2.94%) Microsoft Excel
Business Applications
1 2 (5.88%) Shopify
2 1 (2.94%) Magento
Cloud Services
1 25 (73.53%) AWS
2 15 (44.12%) Serverless
3 13 (38.24%) GitHub
4 3 (8.82%) Amazon Cognito
4 3 (8.82%) Amazon S3
4 3 (8.82%) AWS Lambda
4 3 (8.82%) Power Platform
4 3 (8.82%) SaaS
5 2 (5.88%) Azure
5 2 (5.88%) Azure DevOps
6 1 (2.94%) Azure Service Bus
6 1 (2.94%) Dynamics 365
6 1 (2.94%) GitHub Actions
6 1 (2.94%) iPaaS
6 1 (2.94%) Power Automate
6 1 (2.94%) PowerApps
6 1 (2.94%) Snowflake
Database & Business Intelligence
1 10 (29.41%) Metadata
2 9 (26.47%) DynamoDB
2 9 (26.47%) NoSQL
3 5 (14.71%) SQL Server
4 4 (11.76%) Relational Database
5 3 (8.82%) Amazon RDS
5 3 (8.82%) Power BI
6 2 (5.88%) Data Warehouse
7 1 (2.94%) Power Query
Development Applications
1 1 (2.94%) Git
1 1 (2.94%) JIRA
General
1 13 (38.24%) Social Skills
2 10 (29.41%) Analytical Skills
3 5 (14.71%) Public Sector
4 3 (8.82%) Law
4 3 (8.82%) Legal
5 1 (2.94%) Finance
5 1 (2.94%) Inclusion and Diversity
5 1 (2.94%) Marketing
Job Titles
1 13 (38.24%) Developer
2 10 (29.41%) Python Developer
3 9 (26.47%) Analyst
3 9 (26.47%) Architect
3 9 (26.47%) Data Architect
4 7 (20.59%) Business Analyst
5 4 (11.76%) Full-Stack Developer
6 3 (8.82%) Product Analyst
6 3 (8.82%) Product Business Analyst
6 3 (8.82%) SaaS Analyst
6 3 (8.82%) SaaS Business Analyst
7 2 (5.88%) AWS Architect
7 2 (5.88%) AWS Data Architect
7 2 (5.88%) Data Analyst
7 2 (5.88%) Full-Stack Python Developer
7 2 (5.88%) Lead
7 2 (5.88%) Legal Analyst
7 2 (5.88%) Technical Analyst
7 2 (5.88%) Technical Business Analyst
8 1 (2.94%) UX Analyst
Libraries, Frameworks & Software Standards
1 12 (35.29%) CSS
1 12 (35.29%) Flask
1 12 (35.29%) HTML
1 12 (35.29%) Vue
2 9 (26.47%) Django
2 9 (26.47%) React
3 8 (23.53%) FastAPI
4 3 (8.82%) OAuth
4 3 (8.82%) OAuth2
4 3 (8.82%) OpenAPI
4 3 (8.82%) OpenID
4 3 (8.82%) Swagger
5 1 (2.94%) .NET
5 1 (2.94%) .NET Core
5 1 (2.94%) .NET Framework
5 1 (2.94%) JSON
5 1 (2.94%) RabbitMQ
5 1 (2.94%) REST
5 1 (2.94%) SOAP
5 1 (2.94%) XML
Miscellaneous
1 3 (8.82%) Onboarding
1 3 (8.82%) PKI
2 2 (5.88%) Data Protection Act
2 2 (5.88%) Management Information System
2 2 (5.88%) Product Ownership
Processes & Methodologies
1 24 (70.59%) Agile
2 18 (52.94%) Problem-Solving
3 14 (41.18%) CI/CD
3 14 (41.18%) Data Analysis
3 14 (41.18%) Mentoring
4 12 (35.29%) API Testing
4 12 (35.29%) Design Patterns
4 12 (35.29%) Infrastructure as Code
4 12 (35.29%) OOP
5 11 (32.35%) Data Modelling
6 10 (29.41%) Continuous Improvement
6 10 (29.41%) Data Architecture
6 10 (29.41%) Data Governance
6 10 (29.41%) Front End Development
6 10 (29.41%) Stakeholder Management
7 9 (26.47%) Data Integration
7 9 (26.47%) Data Lineage
7 9 (26.47%) Logical Data Model
7 9 (26.47%) OO
7 9 (26.47%) Physical Data Model
Programming Languages
1 14 (41.18%) SQL
2 13 (38.24%) Python
3 12 (35.29%) JavaScript
4 1 (2.94%) C#
4 1 (2.94%) Data Analysis Expressions
4 1 (2.94%) T-SQL
Qualifications
1 5 (14.71%) AWS Certification
1 5 (14.71%) Degree
1 5 (14.71%) SC Cleared
1 5 (14.71%) Security Cleared
2 3 (8.82%) IIBA
3 2 (5.88%) Computer Science Degree
3 2 (5.88%) Master's Degree
4 1 (2.94%) Microsoft Certification
Quality Assurance & Compliance
1 8 (23.53%) Data Quality
2 1 (2.94%) GDPR
System Software
1 12 (35.29%) Docker
Systems Management
1 12 (35.29%) Terraform
Vendors
1 1 (2.94%) Microsoft
1 1 (2.94%) Talend
1 1 (2.94%) TOWER Software
1 1 (2.94%) WooCommerce