Data Structures Job Trends in West Yorkshire

Data Structures
Yorkshire > West Yorkshire

The table below looks at the prevalence of the term Data Structures in permanent job vacancies in West Yorkshire. Included is a benchmarking guide to the salaries offered in vacancies that cited Data Structures over the 6 months leading up to 12 January 2026, comparing them to the same period in the previous two years.

6 months to
12 Jan 2026
Same period 2025 Same period 2024
Rank 98 86 112
Rank change year-on-year -12 +26 +67
Permanent jobs citing Data Structures 24 12 28
As % of all permanent jobs in West Yorkshire 1.32% 0.83% 1.36%
As % of the Miscellaneous category 4.12% 2.64% 3.72%
Number of salaries quoted 9 11 28
10th Percentile £56,250 - £35,000
25th Percentile £72,500 - £49,375
Median annual salary (50th Percentile) £75,000 £25,000 £70,576
Median % change year-on-year +200.00% -64.58% +28.32%
75th Percentile £80,000 £59,017 £77,500
90th Percentile £85,000 £78,000 £88,750
Yorkshire median annual salary £76,250 £25,000 £70,576
% change year-on-year +205.00% -64.58% +28.32%

All Generic Skills
West 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 West Yorkshire.

Permanent vacancies with a requirement for generic IT skills 583 455 753
As % of all permanent jobs advertised in West Yorkshire 32.14% 31.62% 36.55%
Number of salaries quoted 307 191 570
10th Percentile £29,000 £31,250 £32,500
25th Percentile £40,000 £45,000 £45,125
Median annual salary (50th Percentile) £60,000 £50,000 £60,000
Median % change year-on-year +20.00% -16.67% -
75th Percentile £75,000 £69,500 £80,000
90th Percentile £90,000 £81,750 £92,625
Yorkshire median annual salary £50,000 £50,000 £55,000
% change year-on-year - -9.09% -

Data Structures
Job Vacancy Trend in West Yorkshire

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

Data Structures job vacancy trend in West Yorkshire

Data Structures
Salary Trend in West Yorkshire

Salary distribution trend for jobs in West Yorkshire citing Data Structures.

Salary distribution trend for jobs in West Yorkshire citing Data Structures

Data Structures
Salary Histogram in West Yorkshire

Salary distribution for jobs citing Data Structures in West Yorkshire over the 6 months to 12 January 2026.

Salary histogram for Data Structures in West Yorkshire

Data Structures
Job Locations in West 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 West Yorkshire region over the 6 months to 12 January 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
Leeds -5 24 £75,000 +200.00% 4
Data Structures
Yorkshire

Data Structures
Co-Occurring Skills & Capabilities in West 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 2 (8.33%) Microsoft Excel
Cloud Services
1 22 (91.67%) AWS
2 13 (54.17%) Serverless
3 11 (45.83%) GitHub
4 2 (8.33%) Amazon Cognito
4 2 (8.33%) Amazon S3
4 2 (8.33%) AWS Lambda
4 2 (8.33%) Power Platform
Database & Business Intelligence
1 9 (37.50%) DynamoDB
1 9 (37.50%) Metadata
1 9 (37.50%) NoSQL
2 4 (16.67%) SQL Server
3 3 (12.50%) Relational Database
4 2 (8.33%) Amazon RDS
4 2 (8.33%) Power BI
General
1 10 (41.67%) Social Skills
2 9 (37.50%) Analytical Skills
3 6 (25.00%) Public Sector
Job Titles
1 11 (45.83%) Developer
1 11 (45.83%) Python Developer
2 9 (37.50%) Architect
2 9 (37.50%) Data Architect
3 3 (12.50%) Analyst
4 2 (8.33%) AWS Architect
4 2 (8.33%) AWS Data Architect
4 2 (8.33%) Lead
4 2 (8.33%) Lead Developer
4 2 (8.33%) Lead Python Developer
5 1 (4.17%) Business Analyst
5 1 (4.17%) Data Analyst
5 1 (4.17%) Designer
5 1 (4.17%) Senior
5 1 (4.17%) Senior Architect
5 1 (4.17%) Senior Data Architect
5 1 (4.17%) Solutions Designer
5 1 (4.17%) Technical Analyst
5 1 (4.17%) Technical Business Analyst
Libraries, Frameworks & Software Standards
1 11 (45.83%) CSS
1 11 (45.83%) Django
1 11 (45.83%) FastAPI
1 11 (45.83%) Flask
1 11 (45.83%) HTML
1 11 (45.83%) React
1 11 (45.83%) Vue
2 2 (8.33%) OpenAPI
2 2 (8.33%) Swagger
Miscellaneous
1 2 (8.33%) Management Information System
1 2 (8.33%) Product Ownership
2 1 (4.17%) Data Protection Act
Processes & Methodologies
1 20 (83.33%) Agile
2 15 (62.50%) Problem-Solving
3 12 (50.00%) Data Analysis
4 11 (45.83%) API Testing
4 11 (45.83%) CI/CD
4 11 (45.83%) Design Patterns
4 11 (45.83%) Infrastructure as Code
4 11 (45.83%) Mentoring
4 11 (45.83%) OOP
5 10 (41.67%) Data Governance
6 9 (37.50%) Data Architecture
6 9 (37.50%) Data Integration
6 9 (37.50%) Data Lineage
6 9 (37.50%) Data Modelling
6 9 (37.50%) Front End Development
6 9 (37.50%) Logical Data Model
6 9 (37.50%) Physical Data Model
6 9 (37.50%) Stakeholder Management
7 8 (33.33%) Translating Business Requirements
8 7 (29.17%) Continuous Improvement
Programming Languages
1 12 (50.00%) Python
2 11 (45.83%) JavaScript
3 10 (41.67%) SQL
Qualifications
1 5 (20.83%) Degree
2 4 (16.67%) AWS Certification
2 4 (16.67%) SC Cleared
2 4 (16.67%) Security Cleared
3 2 (8.33%) Computer Science Degree
3 2 (8.33%) IIBA
3 2 (8.33%) Master's Degree
Quality Assurance & Compliance
1 7 (29.17%) Data Quality
System Software
1 11 (45.83%) Docker
Systems Management
1 11 (45.83%) Terraform