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

6 months to
1 Jun 2026
Same period 2025 Same period 2024
Rank 112 108 131
Rank change year-on-year -4 +23 +54
Permanent jobs citing Data Structures 31 2 16
As % of all permanent jobs in West Yorkshire 0.86% 0.14% 0.54%
As % of the Miscellaneous category 3.42% 0.32% 1.83%
Number of salaries quoted 17 2 16
10th Percentile £52,500 £74,125 £35,000
25th Percentile £53,750 £74,313 £39,688
Median annual salary (50th Percentile) £68,510 £77,250 £50,000
Median % change year-on-year -11.31% +54.50% -
75th Percentile £80,000 £80,813 £76,512
90th Percentile £87,000 £81,375 £92,644
Yorkshire median annual salary £63,005 £76,000 £50,000
% change year-on-year -17.10% +52.00% -

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 906 623 876
As % of all permanent jobs advertised in West Yorkshire 25.25% 45.01% 29.68%
Number of salaries quoted 573 275 648
10th Percentile £30,000 £31,750 £27,500
25th Percentile £42,500 £42,000 £35,375
Median annual salary (50th Percentile) £58,445 £57,500 £52,014
Median % change year-on-year +1.64% +10.55% -12.62%
75th Percentile £73,750 £76,840 £69,914
90th Percentile £95,000 £98,474 £84,964
Yorkshire median annual salary £50,500 £50,000 £49,500
% change year-on-year +1.00% +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 1 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 1 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 -19 29 £68,510 -11.31% 4
Bradford - 1 - - 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 (9.68%) Oracle EBS
2 2 (6.45%) Shopify
3 1 (3.23%) Magento
Cloud Services
1 20 (64.52%) AWS
2 9 (29.03%) Serverless
3 7 (22.58%) GitHub
4 3 (9.68%) Amazon Cognito
4 3 (9.68%) Amazon S3
4 3 (9.68%) AWS Lambda
4 3 (9.68%) SaaS
5 1 (3.23%) Amazon CloudWatch
5 1 (3.23%) Amazon EC2
5 1 (3.23%) Amazon ECS
5 1 (3.23%) Amazon EKS
5 1 (3.23%) Amazon SQS
5 1 (3.23%) AWS Fargate
5 1 (3.23%) Azure
5 1 (3.23%) Azure DevOps
5 1 (3.23%) Azure Service Bus
5 1 (3.23%) GitHub Actions
5 1 (3.23%) iPaaS
5 1 (3.23%) Power Platform
5 1 (3.23%) Vertex AI
Database & Business Intelligence
1 10 (32.26%) NoSQL
2 9 (29.03%) DynamoDB
2 9 (29.03%) Metadata
3 3 (9.68%) Amazon RDS
3 3 (9.68%) Oracle Reports
3 3 (9.68%) Relational Database
3 3 (9.68%) SQL Server
4 1 (3.23%) Apache Cassandra
4 1 (3.23%) Big Data
4 1 (3.23%) MongoDB
4 1 (3.23%) MySQL
4 1 (3.23%) PostgreSQL
4 1 (3.23%) Power BI
Development Applications
1 3 (9.68%) Oracle Forms
2 1 (3.23%) Git
General
1 13 (41.94%) Social Skills
2 8 (25.81%) Analytical Skills
3 4 (12.90%) Finance
4 3 (9.68%) Inclusion and Diversity
4 3 (9.68%) Law
4 3 (9.68%) Legal
4 3 (9.68%) Public Sector
5 1 (3.23%) Financial Institution
5 1 (3.23%) Marketing
5 1 (3.23%) Presentation Skills
Job Titles
1 10 (32.26%) Architect
2 9 (29.03%) Data Architect
3 8 (25.81%) Analyst
3 8 (25.81%) Business Analyst
4 7 (22.58%) Developer
5 4 (12.90%) Full-Stack Developer
5 4 (12.90%) Python Developer
6 3 (9.68%) Consultant
6 3 (9.68%) Lead
6 3 (9.68%) Lead Business Analyst
6 3 (9.68%) Oracle Consultant
6 3 (9.68%) Oracle Technical Consultant
6 3 (9.68%) Product Analyst
6 3 (9.68%) Product Business Analyst
6 3 (9.68%) SaaS Analyst
6 3 (9.68%) SaaS Business Analyst
6 3 (9.68%) Technical Consultant
7 2 (6.45%) Legal Analyst
7 2 (6.45%) Technical Analyst
7 2 (6.45%) Technical Business Analyst
Libraries, Frameworks & Software Standards
1 7 (22.58%) Flask
2 6 (19.35%) CSS
2 6 (19.35%) HTML
2 6 (19.35%) Vue
3 4 (12.90%) Django
4 3 (9.68%) FastAPI
4 3 (9.68%) OAuth
4 3 (9.68%) OAuth2
4 3 (9.68%) OpenAPI
4 3 (9.68%) OpenID
4 3 (9.68%) React
4 3 (9.68%) Swagger
5 1 (3.23%) .NET Core
5 1 (3.23%) .NET Framework
5 1 (3.23%) NumPy
5 1 (3.23%) Pandas
5 1 (3.23%) RabbitMQ
5 1 (3.23%) REST
5 1 (3.23%) scikit-learn
5 1 (3.23%) SOAP
Miscellaneous
1 3 (9.68%) Onboarding
1 3 (9.68%) PKI
2 2 (6.45%) Management Information System
2 2 (6.45%) Product Ownership
3 1 (3.23%) Algorithms
3 1 (3.23%) Credit Risk
3 1 (3.23%) Data Protection Act
Processes & Methodologies
1 20 (64.52%) Agile
2 17 (54.84%) Problem-Solving
3 12 (38.71%) Data Architecture
3 12 (38.71%) Data Modelling
4 11 (35.48%) Stakeholder Management
5 9 (29.03%) Data Governance
5 9 (29.03%) Data Integration
5 9 (29.03%) Data Lineage
5 9 (29.03%) Logical Data Model
5 9 (29.03%) Mentoring
5 9 (29.03%) Physical Data Model
6 8 (25.81%) CI/CD
6 8 (25.81%) Data Analysis
7 7 (22.58%) Collaborative Culture
7 7 (22.58%) Data Design
7 7 (22.58%) Design Patterns
7 7 (22.58%) Event-Driven
7 7 (22.58%) Impact Analysis
7 7 (22.58%) OO
7 7 (22.58%) OOP
Programming Languages
1 12 (38.71%) SQL
2 8 (25.81%) Python
3 6 (19.35%) JavaScript
4 3 (9.68%) PL/SQL
5 1 (3.23%) C#
5 1 (3.23%) T-SQL
Qualifications
1 6 (19.35%) Degree
2 5 (16.13%) AWS Certification
2 5 (16.13%) SC Cleared
2 5 (16.13%) 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%) Numerate Degree
Quality Assurance & Compliance
1 7 (22.58%) Data Quality
System Software
1 6 (19.35%) Docker
Systems Management
1 6 (19.35%) Terraform
2 1 (3.23%) Kubernetes
Vendors
1 3 (9.68%) Oracle
1 3 (9.68%) TOWER Software
2 1 (3.23%) WooCommerce