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 14 March 2026, comparing them to the same period in the previous two years.

6 months to
14 Mar 2026
Same period 2025 Same period 2024
Rank 102 98 134
Rank change year-on-year -4 +36 +62
Permanent jobs citing Data Structures 28 4 18
As % of all permanent jobs in West Yorkshire 1.14% 0.35% 0.67%
As % of the Miscellaneous category 3.80% 0.88% 2.08%
Number of salaries quoted 14 3 18
10th Percentile £52,875 £52,584 £35,000
25th Percentile £56,250 £60,615 £46,306
Median annual salary (50th Percentile) £75,000 £76,000 £60,288
Median % change year-on-year -1.32% +26.06% +17.63%
75th Percentile £80,000 £79,875 £77,500
90th Percentile £83,500 £81,000 £91,087
Yorkshire median annual salary £75,000 £48,507 £60,288
% change year-on-year +54.62% -19.54% +17.63%

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 737 452 867
As % of all permanent jobs advertised in West Yorkshire 30.09% 39.72% 32.16%
Number of salaries quoted 398 232 636
10th Percentile £29,500 £26,125 £27,500
25th Percentile £40,750 £43,799 £35,000
Median annual salary (50th Percentile) £60,000 £56,250 £55,307
Median % change year-on-year +6.67% +1.71% -7.82%
75th Percentile £77,481 £77,500 £72,433
90th Percentile £100,000 £98,474 £87,500
Yorkshire median annual salary £52,288 £50,000 £50,000
% change year-on-year +4.58% - -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 14 March 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 14 March 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 -16 27 £75,000 -1.32% 7
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 1 (3.57%) Microsoft Excel
Business Applications
1 2 (7.14%) Shopify
2 1 (3.57%) Magento
Cloud Services
1 25 (89.29%) AWS
2 15 (53.57%) Serverless
3 13 (46.43%) GitHub
4 3 (10.71%) Amazon Cognito
4 3 (10.71%) Amazon S3
4 3 (10.71%) AWS Lambda
5 2 (7.14%) Power Platform
6 1 (3.57%) Azure
6 1 (3.57%) Azure DevOps
6 1 (3.57%) Azure Service Bus
6 1 (3.57%) GitHub Actions
6 1 (3.57%) iPaaS
6 1 (3.57%) SaaS
Database & Business Intelligence
1 9 (32.14%) DynamoDB
1 9 (32.14%) Metadata
1 9 (32.14%) NoSQL
2 6 (21.43%) SQL Server
3 3 (10.71%) Amazon RDS
3 3 (10.71%) Relational Database
4 2 (7.14%) Power BI
Development Applications
1 1 (3.57%) Git
General
1 11 (39.29%) Social Skills
2 9 (32.14%) Analytical Skills
3 6 (21.43%) Public Sector
4 1 (3.57%) Law
4 1 (3.57%) Legal
4 1 (3.57%) Marketing
Job Titles
1 13 (46.43%) Developer
2 12 (42.86%) Python Developer
3 9 (32.14%) Architect
3 9 (32.14%) Data Architect
4 4 (14.29%) Analyst
5 3 (10.71%) Business Analyst
6 2 (7.14%) AWS Architect
6 2 (7.14%) AWS Data Architect
6 2 (7.14%) Lead
6 2 (7.14%) Lead Developer
6 2 (7.14%) Lead Python Developer
6 2 (7.14%) Technical Analyst
6 2 (7.14%) Technical Business Analyst
7 1 (3.57%) Designer
7 1 (3.57%) Full-Stack Developer
7 1 (3.57%) Full-Stack Python Developer
7 1 (3.57%) Product Business Analyst
7 1 (3.57%) Senior
7 1 (3.57%) Senior Architect
7 1 (3.57%) UX Analyst
Libraries, Frameworks & Software Standards
1 12 (42.86%) CSS
1 12 (42.86%) Django
1 12 (42.86%) Flask
1 12 (42.86%) HTML
1 12 (42.86%) React
1 12 (42.86%) Vue
2 11 (39.29%) FastAPI
3 3 (10.71%) OpenAPI
3 3 (10.71%) Swagger
4 1 (3.57%) .NET
4 1 (3.57%) .NET Core
4 1 (3.57%) .NET Framework
4 1 (3.57%) RabbitMQ
4 1 (3.57%) REST
4 1 (3.57%) SOAP
Miscellaneous
1 2 (7.14%) Management Information System
1 2 (7.14%) Product Ownership
2 1 (3.57%) Data Protection Act
2 1 (3.57%) Onboarding
Processes & Methodologies
1 22 (78.57%) Agile
2 16 (57.14%) Problem-Solving
3 13 (46.43%) CI/CD
3 13 (46.43%) Data Analysis
4 12 (42.86%) API Testing
4 12 (42.86%) Design Patterns
4 12 (42.86%) Infrastructure as Code
4 12 (42.86%) Mentoring
4 12 (42.86%) OOP
5 10 (35.71%) Data Governance
5 10 (35.71%) Front End Development
5 10 (35.71%) Stakeholder Management
6 9 (32.14%) Data Architecture
6 9 (32.14%) Data Integration
6 9 (32.14%) Data Lineage
6 9 (32.14%) Data Modelling
6 9 (32.14%) Logical Data Model
6 9 (32.14%) Physical Data Model
7 8 (28.57%) Continuous Improvement
7 8 (28.57%) Translating Business Requirements
Programming Languages
1 12 (42.86%) JavaScript
1 12 (42.86%) Python
2 11 (39.29%) SQL
3 1 (3.57%) C#
3 1 (3.57%) T-SQL
Qualifications
1 5 (17.86%) AWS Certification
1 5 (17.86%) Degree
2 4 (14.29%) SC Cleared
2 4 (14.29%) Security Cleared
3 3 (10.71%) IIBA
4 2 (7.14%) Computer Science Degree
4 2 (7.14%) Master's Degree
Quality Assurance & Compliance
1 7 (25.00%) Data Quality
System Software
1 12 (42.86%) Docker
Systems Management
1 12 (42.86%) Terraform
Vendors
1 1 (3.57%) WooCommerce