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 9 December 2025, comparing them to the same period in the previous two years.

6 months to
9 Dec 2025
Same period 2024 Same period 2023
Rank 154 145 148
Rank change year-on-year -9 +3 +61
Permanent jobs citing Data Structures 15 19 31
As % of all permanent jobs in Yorkshire 0.43% 0.50% 1.04%
As % of the Miscellaneous category 1.51% 1.86% 2.82%
Number of salaries quoted 6 16 31
10th Percentile £72,500 - £40,000
25th Percentile £73,438 - £46,875
Median annual salary (50th Percentile) £77,500 £25,000 £70,576
Median % change year-on-year +210.00% -64.58% +41.15%
75th Percentile £79,688 £43,938 £77,500
90th Percentile £80,000 £48,642 £87,500
England median annual salary £70,000 £70,000 £65,000
% change year-on-year - +7.69% -13.33%

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 991 1,023 1,100
As % of all permanent jobs advertised in Yorkshire 28.68% 27.16% 36.79%
Number of salaries quoted 510 438 861
10th Percentile £25,375 £29,000 £31,125
25th Percentile £30,250 £41,250 £42,500
Median annual salary (50th Percentile) £45,500 £50,000 £57,500
Median % change year-on-year -9.00% -13.04% +4.55%
75th Percentile £72,500 £67,500 £72,433
90th Percentile £82,625 £80,000 £89,417
England median annual salary £55,000 £60,000 £62,500
% change year-on-year -8.33% -4.00% -3.85%

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
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 9 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Jobs
West Yorkshire -4 12 £77,500 +210.00% 12
East Yorkshire - 2 £77,500 - 5
North Yorkshire - 1 - - 5
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 4 (26.67%) Microsoft Excel
Cloud Services
1 9 (60.00%) AWS
1 9 (60.00%) GitHub
1 9 (60.00%) Serverless
2 4 (26.67%) Power Platform
3 1 (6.67%) Snowflake
Database & Business Intelligence
1 4 (26.67%) Power BI
2 3 (20.00%) SQL Server
3 2 (13.33%) Relational Database
4 1 (6.67%) Data Warehouse
4 1 (6.67%) Metadata
General
1 5 (33.33%) Social Skills
2 3 (20.00%) Analytical Skills
2 3 (20.00%) Public Sector
3 1 (6.67%) Law
Job Titles
1 10 (66.67%) Developer
2 9 (60.00%) Python Developer
3 4 (26.67%) Analyst
4 2 (13.33%) Lead
4 2 (13.33%) Lead Developer
4 2 (13.33%) Lead Python Developer
5 1 (6.67%) Data Analyst
5 1 (6.67%) Data Engineer
5 1 (6.67%) iOS Developer
5 1 (6.67%) Senior
5 1 (6.67%) Senior Developer
5 1 (6.67%) Senior iOS Developer
Libraries, Frameworks & Software Standards
1 9 (60.00%) CSS
1 9 (60.00%) Django
1 9 (60.00%) FastAPI
1 9 (60.00%) Flask
1 9 (60.00%) HTML
1 9 (60.00%) React
1 9 (60.00%) Vue
2 1 (6.67%) JSON
2 1 (6.67%) SwiftUI
2 1 (6.67%) XML
Miscellaneous
1 1 (6.67%) Data Protection Act
1 1 (6.67%) iPad
1 1 (6.67%) iPhone
Operating Systems
1 1 (6.67%) Android
1 1 (6.67%) Apple iOS
Processes & Methodologies
1 10 (66.67%) CI/CD
1 10 (66.67%) Data Analysis
1 10 (66.67%) Design Patterns
1 10 (66.67%) Mentoring
2 9 (60.00%) Agile
2 9 (60.00%) API Testing
2 9 (60.00%) Infrastructure as Code
2 9 (60.00%) OOP
3 8 (53.33%) Problem-Solving
4 7 (46.67%) Front End Development
4 7 (46.67%) Mathematics
5 6 (40.00%) Continuous Improvement
5 6 (40.00%) Software Architecture
6 5 (33.33%) OO
7 4 (26.67%) Business Intelligence
7 4 (26.67%) Test Automation
7 4 (26.67%) Unit Testing
8 3 (20.00%) Economics
8 3 (20.00%) Software Engineering
8 3 (20.00%) Statistical Modelling
Programming Languages
1 13 (86.67%) Python
2 10 (66.67%) SQL
3 9 (60.00%) JavaScript
4 1 (6.67%) C++
4 1 (6.67%) Kotlin
4 1 (6.67%) Swift
Qualifications
1 3 (20.00%) Degree
Quality Assurance & Compliance
1 1 (6.67%) Data Quality
System Software
1 9 (60.00%) Docker
Systems Management
1 9 (60.00%) Terraform
Vendors
1 1 (6.67%) Talend