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

6 months to
5 Sep 2026
Same period 2025 Same period 2024
Rank 174 146 174
Rank change year-on-year -28 +28 -26
Permanent jobs citing Data Structures 24 4 15
As % of all permanent jobs in Yorkshire 0.32% 0.12% 0.30%
As % of the Miscellaneous category 1.50% 0.38% 1.27%
Number of salaries quoted 13 1 15
10th Percentile £43,750 - -
25th Percentile £44,241 £76,250 -
Median annual salary (50th Percentile) £55,000 £77,500 £25,000
Median % change year-on-year -29.03% +210.00% -50.49%
75th Percentile £70,525 £78,750 £33,875
90th Percentile £88,000 - £47,500
England median annual salary £66,500 £74,500 £70,000
% change year-on-year -10.74% +6.43% +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 1,600 1,049 1,183
As % of all permanent jobs advertised in Yorkshire 21.30% 31.65% 23.52%
Number of salaries quoted 1,091 507 623
10th Percentile £28,500 £25,140 £29,014
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 £65,603
90th Percentile £90,000 £82,500 £74,777
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 5 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 5 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 -18 19 £68,510 -11.60% 6
South Yorkshire - 2 £47,500 -
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:

Business Applications
1 3 (12.50%) Oracle EBS
2 1 (4.17%) Shopify
Cloud Services
1 5 (20.83%) AWS
2 4 (16.67%) GitHub
2 4 (16.67%) Serverless
3 2 (8.33%) SaaS
4 1 (4.17%) Amazon CloudWatch
4 1 (4.17%) Amazon EC2
4 1 (4.17%) Amazon ECS
4 1 (4.17%) Amazon EKS
4 1 (4.17%) Amazon SQS
4 1 (4.17%) AWS Fargate
4 1 (4.17%) iPaaS
4 1 (4.17%) Power Platform
4 1 (4.17%) PowerApps
4 1 (4.17%) Vertex AI
Database & Business Intelligence
1 3 (12.50%) Oracle Reports
1 3 (12.50%) Relational Database
2 1 (4.17%) Apache Cassandra
2 1 (4.17%) Big Data
2 1 (4.17%) Metadata
2 1 (4.17%) MongoDB
2 1 (4.17%) MySQL
2 1 (4.17%) NoSQL
2 1 (4.17%) PostgreSQL
2 1 (4.17%) SQL Server
Development Applications
1 3 (12.50%) Oracle Forms
General
1 7 (29.17%) Social Skills
2 4 (16.67%) Analytical Skills
2 4 (16.67%) Finance
2 4 (16.67%) Inclusion and Diversity
3 2 (8.33%) Law
3 2 (8.33%) Legal
4 1 (4.17%) Financial Institution
4 1 (4.17%) Marketing
4 1 (4.17%) Organisational Skills
4 1 (4.17%) Presentation Skills
Job Titles
1 10 (41.67%) Analyst
1 10 (41.67%) Business Analyst
2 7 (29.17%) Developer
3 4 (16.67%) Full-Stack Developer
4 3 (12.50%) Consultant
4 3 (12.50%) Data Business Analyst
4 3 (12.50%) Lead
4 3 (12.50%) Lead Business Analyst
4 3 (12.50%) Oracle Consultant
4 3 (12.50%) Oracle Technical Consultant
4 3 (12.50%) Technical Consultant
5 2 (8.33%) .NET Developer
5 2 (8.33%) Architect
5 2 (8.33%) C# Developer
5 2 (8.33%) Full-Stack Python Developer
5 2 (8.33%) Legal Analyst
5 2 (8.33%) Mid Level C# Developer
5 2 (8.33%) Mid-Level .NET Developer
5 2 (8.33%) Product Analyst
5 2 (8.33%) Python Developer
Libraries, Frameworks & Software Standards
1 5 (20.83%) Flask
2 4 (16.67%) CSS
2 4 (16.67%) HTML
2 4 (16.67%) Terraform
2 4 (16.67%) Vue
3 3 (12.50%) OAuth
3 3 (12.50%) OAuth2
3 3 (12.50%) OpenID
4 2 (8.33%) .NET
4 2 (8.33%) Django
5 1 (4.17%) FastAPI
5 1 (4.17%) NumPy
5 1 (4.17%) Pandas
5 1 (4.17%) React
5 1 (4.17%) RESTful
5 1 (4.17%) scikit-learn
Miscellaneous
1 3 (12.50%) PKI
2 2 (8.33%) Onboarding
3 1 (4.17%) Algorithms
3 1 (4.17%) Credit Risk
3 1 (4.17%) Data Protection Act
3 1 (4.17%) Housing Association
3 1 (4.17%) Product Ownership
Processes & Methodologies
1 14 (58.33%) Agile
1 14 (58.33%) Problem-Solving
2 8 (33.33%) Business Analysis
2 8 (33.33%) Continuous Improvement
2 8 (33.33%) Mentoring
3 7 (29.17%) Data Analysis
3 7 (29.17%) Data Modelling
3 7 (29.17%) OO
3 7 (29.17%) OOP
4 5 (20.83%) Acceptance Criteria
4 5 (20.83%) CI/CD
4 5 (20.83%) Decision-Making
4 5 (20.83%) Design Patterns
5 4 (16.67%) Collaborative Culture
5 4 (16.67%) Event-Driven
5 4 (16.67%) Event-Driven Programming
5 4 (16.67%) Full-Stack Development
5 4 (16.67%) Infrastructure as Code
5 4 (16.67%) MVC
5 4 (16.67%) Workshop Facilitation
Programming Languages
1 9 (37.50%) SQL
2 6 (25.00%) Python
3 4 (16.67%) JavaScript
4 3 (12.50%) PL/SQL
5 2 (8.33%) C#
Qualifications
1 1 (4.17%) Degree
1 1 (4.17%) Numerate Degree
1 1 (4.17%) SC Cleared
1 1 (4.17%) Security Cleared
System Software
1 4 (16.67%) Docker
Systems Management
1 1 (4.17%) Kubernetes
Vendors
1 3 (12.50%) Oracle
1 3 (12.50%) TOWER Software
2 1 (4.17%) Microsoft