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 26 September 2026, comparing them to the same period in the previous two years.

6 months to
26 Sep 2026
Same period 2025 Same period 2024
Rank 180 152 174
Rank change year-on-year -28 +22 -22
Permanent jobs citing Data Structures 19 4 14
As % of all permanent jobs in Yorkshire 0.25% 0.12% 0.29%
As % of the Miscellaneous category 1.16% 0.37% 1.21%
Number of salaries quoted 9 1 14
10th Percentile £42,595 - -
25th Percentile £43,750 £76,250 -
Median annual salary (50th Percentile) £55,000 £77,500 £25,000
Median % change year-on-year -29.03% +210.00% -57.80%
75th Percentile £70,525 £78,750 -
90th Percentile £74,420 - £43,450
England median annual salary £65,000 £75,000 £70,000
% change year-on-year -13.33% +7.14% +7.69%

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 1,641 1,079 1,158
As % of all permanent jobs advertised in Yorkshire 21.42% 32.07% 23.95%
Number of salaries quoted 1,116 510 530
10th Percentile £28,500 £25,000 £29,000
25th Percentile £35,000 £31,250 £41,250
Median annual salary (50th Percentile) £50,000 £43,500 £50,000
Median % change year-on-year +14.94% -13.00% -13.04%
75th Percentile £65,640 £67,500 £67,500
90th Percentile £90,000 £80,000 £77,625
England median annual salary £57,500 £55,000 £60,000
% change year-on-year +4.55% -8.33% -7.69%

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 26 September 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 26 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Jobs
West Yorkshire -20 14 £68,510 -11.60% 22
South Yorkshire - 2 £47,500 - 4
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:

Business Applications
1 3 (15.79%) Oracle EBS
Cloud Services
1 1 (5.26%) Amazon CloudWatch
1 1 (5.26%) Amazon EC2
1 1 (5.26%) Amazon ECS
1 1 (5.26%) Amazon EKS
1 1 (5.26%) Amazon SQS
1 1 (5.26%) AWS
1 1 (5.26%) AWS Fargate
1 1 (5.26%) Power Platform
1 1 (5.26%) PowerApps
1 1 (5.26%) SaaS
1 1 (5.26%) Vertex AI
Database & Business Intelligence
1 3 (15.79%) Oracle Reports
1 3 (15.79%) Relational Database
2 1 (5.26%) Apache Cassandra
2 1 (5.26%) Big Data
2 1 (5.26%) Metadata
2 1 (5.26%) MongoDB
2 1 (5.26%) MySQL
2 1 (5.26%) NoSQL
2 1 (5.26%) PostgreSQL
Development Applications
1 3 (15.79%) Oracle Forms
General
1 8 (42.11%) Social Skills
2 4 (21.05%) Analytical Skills
2 4 (21.05%) Finance
2 4 (21.05%) Inclusion and Diversity
3 2 (10.53%) Legal
4 1 (5.26%) Financial Institution
4 1 (5.26%) Law
4 1 (5.26%) Organisational Skills
4 1 (5.26%) Presentation Skills
Job Titles
1 9 (47.37%) Analyst
1 9 (47.37%) Business Analyst
2 3 (15.79%) Consultant
2 3 (15.79%) Data Business Analyst
2 3 (15.79%) Developer
2 3 (15.79%) Lead
2 3 (15.79%) Lead Business Analyst
2 3 (15.79%) Oracle Consultant
2 3 (15.79%) Oracle Technical Consultant
2 3 (15.79%) Technical Consultant
3 2 (10.53%) .NET Developer
3 2 (10.53%) Architect
3 2 (10.53%) C# .NET Developer
3 2 (10.53%) C# Developer
3 2 (10.53%) Mid Level C# .NET Developer
3 2 (10.53%) Mid Level C# Developer
3 2 (10.53%) Mid-Level .NET Developer
4 1 (5.26%) Applications Developer
4 1 (5.26%) Data Architect
4 1 (5.26%) Technical Architect
Libraries, Frameworks & Software Standards
1 2 (10.53%) .NET
2 1 (5.26%) CSS
2 1 (5.26%) Django
2 1 (5.26%) FastAPI
2 1 (5.26%) Flask
2 1 (5.26%) HTML
2 1 (5.26%) NumPy
2 1 (5.26%) Pandas
2 1 (5.26%) RESTful
2 1 (5.26%) scikit-learn
Miscellaneous
1 2 (10.53%) Algorithms
2 1 (5.26%) Credit Risk
2 1 (5.26%) Educational Technology
2 1 (5.26%) Housing Association
2 1 (5.26%) Onboarding
2 1 (5.26%) Product Ownership
Processes & Methodologies
1 11 (57.89%) Problem-Solving
2 10 (52.63%) Agile
3 8 (42.11%) Business Analysis
4 7 (36.84%) Data Modelling
5 5 (26.32%) Acceptance Criteria
6 4 (21.05%) Collaborative Working
6 4 (21.05%) Continuous Improvement
6 4 (21.05%) Data Analysis
6 4 (21.05%) Data Architecture
6 4 (21.05%) Mentoring
6 4 (21.05%) Workshop Facilitation
7 3 (15.79%) Business Strategy
7 3 (15.79%) Collaborative Culture
7 3 (15.79%) Migration
7 3 (15.79%) OO
7 3 (15.79%) OOP
7 3 (15.79%) Requirements Workshops
7 3 (15.79%) Software Engineering
7 3 (15.79%) Stakeholder Engagement
7 3 (15.79%) Waterfall
Programming Languages
1 6 (31.58%) SQL
2 3 (15.79%) PL/SQL
2 3 (15.79%) Python
3 2 (10.53%) C#
4 1 (5.26%) JavaScript
Qualifications
1 1 (5.26%) DBS Check
1 1 (5.26%) Degree
1 1 (5.26%) Numerate Degree
Systems Management
1 1 (5.26%) Kubernetes
Vendors
1 3 (15.79%) Oracle
1 3 (15.79%) TOWER Software
2 1 (5.26%) Microsoft