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 29 June 2026, comparing them to the same period in the previous two years.

6 months to
29 Jun 2026
Same period 2025 Same period 2024
Rank 123 116 139
Rank change year-on-year -7 +23 +28
Permanent jobs citing Data Structures 23 2 14
As % of all permanent jobs in West Yorkshire 0.64% 0.14% 0.46%
As % of the Miscellaneous category 2.68% 0.32% 1.59%
Number of salaries quoted 13 2 14
10th Percentile - £74,125 £25,000
25th Percentile £52,500 £74,313 £35,813
Median annual salary (50th Percentile) £68,510 £77,250 £48,779
Median % change year-on-year -11.31% +58.37% -2.44%
75th Percentile £80,000 £80,813 £66,825
90th Percentile £89,000 £81,375 £88,750
Yorkshire median annual salary £63,005 £77,250 £48,779
% change year-on-year -18.44% +58.37% -2.44%

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 859 625 883
As % of all permanent jobs advertised in West Yorkshire 23.72% 43.34% 28.92%
Number of salaries quoted 600 302 621
10th Percentile £30,000 £31,250 £27,500
25th Percentile £40,000 £42,000 £35,000
Median annual salary (50th Percentile) £57,500 £57,850 £50,000
Median % change year-on-year -0.61% +15.70% -16.67%
75th Percentile £75,000 £76,380 £69,500
90th Percentile £100,000 £98,474 £80,000
Yorkshire median annual salary £50,000 £50,000 £49,500
% change year-on-year - +1.01% -10.00%

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 29 June 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 29 June 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 -26 21 £68,510 -11.31% 1
Bradford - 1 - -
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:

Business Applications
1 3 (13.04%) Oracle EBS
2 2 (8.70%) Shopify
3 1 (4.35%) Magento
Cloud Services
1 12 (52.17%) AWS
2 5 (21.74%) GitHub
2 5 (21.74%) Serverless
3 3 (13.04%) SaaS
4 1 (4.35%) Amazon CloudWatch
4 1 (4.35%) Amazon Cognito
4 1 (4.35%) Amazon EC2
4 1 (4.35%) Amazon ECS
4 1 (4.35%) Amazon EKS
4 1 (4.35%) Amazon S3
4 1 (4.35%) Amazon SQS
4 1 (4.35%) AWS Fargate
4 1 (4.35%) AWS Lambda
4 1 (4.35%) Azure
4 1 (4.35%) Azure DevOps
4 1 (4.35%) Azure Service Bus
4 1 (4.35%) GitHub Actions
4 1 (4.35%) iPaaS
4 1 (4.35%) Power Platform
4 1 (4.35%) Vertex AI
Database & Business Intelligence
1 6 (26.09%) NoSQL
2 5 (21.74%) DynamoDB
2 5 (21.74%) Metadata
3 3 (13.04%) Oracle Reports
4 2 (8.70%) Relational Database
4 2 (8.70%) SQL Server
5 1 (4.35%) Amazon RDS
5 1 (4.35%) Apache Cassandra
5 1 (4.35%) Big Data
5 1 (4.35%) MongoDB
5 1 (4.35%) MySQL
5 1 (4.35%) PostgreSQL
5 1 (4.35%) Power BI
Development Applications
1 3 (13.04%) Oracle Forms
2 1 (4.35%) Git
General
1 9 (39.13%) Social Skills
2 5 (21.74%) Analytical Skills
3 4 (17.39%) Finance
4 3 (13.04%) Inclusion and Diversity
4 3 (13.04%) Law
4 3 (13.04%) Legal
5 1 (4.35%) Financial Institution
5 1 (4.35%) Marketing
5 1 (4.35%) Presentation Skills
5 1 (4.35%) Public Sector
Job Titles
1 7 (30.43%) Analyst
1 7 (30.43%) Business Analyst
2 6 (26.09%) Architect
3 5 (21.74%) Data Architect
3 5 (21.74%) Developer
4 4 (17.39%) Full-Stack Developer
5 3 (13.04%) Consultant
5 3 (13.04%) Lead
5 3 (13.04%) Lead Business Analyst
5 3 (13.04%) Oracle Consultant
5 3 (13.04%) Oracle Technical Consultant
5 3 (13.04%) Product Analyst
5 3 (13.04%) Product Business Analyst
5 3 (13.04%) SaaS Analyst
5 3 (13.04%) SaaS Business Analyst
5 3 (13.04%) Technical Consultant
6 2 (8.70%) Data Business Analyst
6 2 (8.70%) Full-Stack Python Developer
6 2 (8.70%) Legal Analyst
6 2 (8.70%) Python Developer
Libraries, Frameworks & Software Standards
1 5 (21.74%) Flask
2 4 (17.39%) CSS
2 4 (17.39%) HTML
2 4 (17.39%) Vue
3 3 (13.04%) OAuth
3 3 (13.04%) OAuth2
3 3 (13.04%) OpenID
4 2 (8.70%) Django
5 1 (4.35%) .NET
5 1 (4.35%) .NET Core
5 1 (4.35%) .NET Framework
5 1 (4.35%) NumPy
5 1 (4.35%) Pandas
5 1 (4.35%) RabbitMQ
5 1 (4.35%) React
5 1 (4.35%) REST
5 1 (4.35%) RESTful
5 1 (4.35%) scikit-learn
5 1 (4.35%) SOAP
5 1 (4.35%) Swagger
Miscellaneous
1 3 (13.04%) Onboarding
1 3 (13.04%) PKI
2 1 (4.35%) Algorithms
2 1 (4.35%) Credit Risk
2 1 (4.35%) Data Protection Act
2 1 (4.35%) Management Information System
2 1 (4.35%) Product Ownership
Processes & Methodologies
1 13 (56.52%) Agile
1 13 (56.52%) Problem-Solving
2 8 (34.78%) Data Architecture
2 8 (34.78%) Data Modelling
3 7 (30.43%) Mentoring
4 6 (26.09%) CI/CD
4 6 (26.09%) Data Analysis
4 6 (26.09%) Stakeholder Management
5 5 (21.74%) Collaborative Culture
5 5 (21.74%) Data Governance
5 5 (21.74%) Data Integration
5 5 (21.74%) Data Lineage
5 5 (21.74%) Design Patterns
5 5 (21.74%) Event-Driven
5 5 (21.74%) Logical Data Model
5 5 (21.74%) OO
5 5 (21.74%) OOP
5 5 (21.74%) Physical Data Model
6 4 (17.39%) Stakeholder Engagement
6 4 (17.39%) Visualisation
Programming Languages
1 9 (39.13%) SQL
2 6 (26.09%) Python
3 4 (17.39%) JavaScript
4 3 (13.04%) PL/SQL
5 1 (4.35%) C#
5 1 (4.35%) T-SQL
Qualifications
1 3 (13.04%) Degree
1 3 (13.04%) SC Cleared
1 3 (13.04%) Security Cleared
2 2 (8.70%) AWS Certification
3 1 (4.35%) Computer Science Degree
3 1 (4.35%) IIBA
3 1 (4.35%) Master's Degree
3 1 (4.35%) Numerate Degree
Quality Assurance & Compliance
1 4 (17.39%) Data Quality
System Software
1 4 (17.39%) Docker
Systems Management
1 4 (17.39%) Terraform
2 1 (4.35%) Kubernetes
Vendors
1 3 (13.04%) Oracle
1 3 (13.04%) TOWER Software
2 1 (4.35%) WooCommerce