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

6 months to
16 Mar 2026
Same period 2025 Same period 2024
Rank 157 136 191
Rank change year-on-year -21 +55 +44
Permanent jobs citing Data Structures 31 8 17
As % of all permanent jobs in Yorkshire 0.67% 0.35% 0.33%
As % of the Miscellaneous category 2.43% 0.94% 1.04%
Number of salaries quoted 17 5 17
10th Percentile £52,000 - £35,000
25th Percentile £53,750 £42,500 £46,306
Median annual salary (50th Percentile) £75,000 £48,507 £50,000
Median % change year-on-year +54.62% -2.99% -4.76%
75th Percentile £80,000 £78,000 £77,500
90th Percentile £82,000 £80,250 £91,866
England median annual salary £72,500 £72,285 £70,000
% change year-on-year +0.30% +3.26% +0.80%

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 1,278 847 1,633
As % of all permanent jobs advertised in Yorkshire 27.45% 37.28% 31.99%
Number of salaries quoted 679 452 1,231
10th Percentile £27,125 £26,025 £27,000
25th Percentile £32,750 £36,813 £34,875
Median annual salary (50th Percentile) £52,500 £50,000 £50,000
Median % change year-on-year +5.00% - -9.09%
75th Percentile £70,000 £73,886 £67,968
90th Percentile £95,000 £96,250 £82,548
England median annual salary £57,500 £60,500 £55,000
% change year-on-year -4.96% +10.00% -15.38%

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 16 March 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 16 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
West Yorkshire -6 29 £75,000 -1.32% 15
South Yorkshire -33 1 £47,500 +5.56% 2
East Yorkshire - 1 £77,500 - 1
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 1 (3.23%) Microsoft Excel
Business Applications
1 2 (6.45%) Shopify
2 1 (3.23%) Magento
Cloud Services
1 25 (80.65%) AWS
2 15 (48.39%) Serverless
3 13 (41.94%) GitHub
4 3 (9.68%) Amazon Cognito
4 3 (9.68%) Amazon S3
4 3 (9.68%) AWS Lambda
4 3 (9.68%) Power Platform
5 2 (6.45%) Azure
5 2 (6.45%) Azure DevOps
5 2 (6.45%) SaaS
6 1 (3.23%) Azure Service Bus
6 1 (3.23%) Dynamics 365
6 1 (3.23%) GitHub Actions
6 1 (3.23%) iPaaS
6 1 (3.23%) Power Automate
6 1 (3.23%) PowerApps
6 1 (3.23%) Snowflake
Database & Business Intelligence
1 10 (32.26%) Metadata
2 9 (29.03%) DynamoDB
2 9 (29.03%) NoSQL
3 6 (19.35%) SQL Server
4 4 (12.90%) Relational Database
5 3 (9.68%) Amazon RDS
5 3 (9.68%) Power BI
6 2 (6.45%) Data Warehouse
7 1 (3.23%) Power Query
Development Applications
1 1 (3.23%) Git
1 1 (3.23%) JIRA
General
1 13 (41.94%) Social Skills
2 10 (32.26%) Analytical Skills
3 6 (19.35%) Public Sector
4 2 (6.45%) Law
4 2 (6.45%) Legal
5 1 (3.23%) Marketing
Job Titles
1 13 (41.94%) Developer
2 12 (38.71%) Python Developer
3 9 (29.03%) Architect
3 9 (29.03%) Data Architect
4 6 (19.35%) Analyst
5 4 (12.90%) Business Analyst
6 2 (6.45%) AWS Architect
6 2 (6.45%) AWS Data Architect
6 2 (6.45%) Data Analyst
6 2 (6.45%) Lead
6 2 (6.45%) Lead Developer
6 2 (6.45%) Lead Python Developer
6 2 (6.45%) Product Analyst
6 2 (6.45%) Product Business Analyst
6 2 (6.45%) SaaS Analyst
6 2 (6.45%) SaaS Business Analyst
6 2 (6.45%) Technical Analyst
6 2 (6.45%) Technical Business Analyst
7 1 (3.23%) Data Engineer
7 1 (3.23%) Power BI Analyst
Libraries, Frameworks & Software Standards
1 12 (38.71%) CSS
1 12 (38.71%) Django
1 12 (38.71%) Flask
1 12 (38.71%) HTML
1 12 (38.71%) React
1 12 (38.71%) Vue
2 11 (35.48%) FastAPI
3 3 (9.68%) OpenAPI
3 3 (9.68%) Swagger
4 1 (3.23%) .NET
4 1 (3.23%) .NET Core
4 1 (3.23%) .NET Framework
4 1 (3.23%) JSON
4 1 (3.23%) RabbitMQ
4 1 (3.23%) REST
4 1 (3.23%) SOAP
4 1 (3.23%) XML
Miscellaneous
1 2 (6.45%) Management Information System
1 2 (6.45%) Onboarding
1 2 (6.45%) Product Ownership
2 1 (3.23%) Data Protection Act
Processes & Methodologies
1 22 (70.97%) Agile
2 17 (54.84%) Problem-Solving
3 14 (45.16%) CI/CD
3 14 (45.16%) Data Analysis
4 13 (41.94%) Mentoring
5 12 (38.71%) API Testing
5 12 (38.71%) Design Patterns
5 12 (38.71%) Infrastructure as Code
5 12 (38.71%) OOP
6 10 (32.26%) Data Governance
6 10 (32.26%) Data Modelling
6 10 (32.26%) Front End Development
6 10 (32.26%) Stakeholder Management
7 9 (29.03%) Data Architecture
7 9 (29.03%) Data Integration
7 9 (29.03%) Data Lineage
7 9 (29.03%) Logical Data Model
7 9 (29.03%) Physical Data Model
8 8 (25.81%) Continuous Improvement
8 8 (25.81%) Translating Business Requirements
Programming Languages
1 13 (41.94%) Python
1 13 (41.94%) SQL
2 12 (38.71%) JavaScript
3 1 (3.23%) C#
3 1 (3.23%) Data Analysis Expressions
3 1 (3.23%) T-SQL
Qualifications
1 5 (16.13%) AWS Certification
1 5 (16.13%) Degree
2 4 (12.90%) SC Cleared
2 4 (12.90%) Security Cleared
3 3 (9.68%) IIBA
4 2 (6.45%) Computer Science Degree
4 2 (6.45%) Master's Degree
5 1 (3.23%) Microsoft Certification
Quality Assurance & Compliance
1 8 (25.81%) Data Quality
2 1 (3.23%) GDPR
System Software
1 12 (38.71%) Docker
Systems Management
1 12 (38.71%) Terraform
Vendors
1 1 (3.23%) Microsoft
1 1 (3.23%) Talend
1 1 (3.23%) WooCommerce