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 3 months leading up to 7 September 2026, comparing them to the same period in the previous two years.

3 months to
7 Sep 2026
Same period 2025 Same period 2024
Rank 86 65 78
Rank change year-on-year -21 +13 +3
Permanent jobs citing Data Structures 4 2 13
As % of all permanent jobs in West Yorkshire 0.20% 0.29% 1.19%
As % of the Miscellaneous category 0.94% 1.01% 4.83%
Number of salaries quoted 2 1 13
10th Percentile £38,603 - -
25th Percentile £39,543 £76,250 -
Median annual salary (50th Percentile) £41,109 £77,500 £25,000
Median % change year-on-year -46.96% +210.00% -66.67%
75th Percentile £42,675 £78,750 -
90th Percentile £43,615 - £39,200
Yorkshire median annual salary £45,871 £77,500 £25,000
% change year-on-year -40.81% +210.00% -64.58%

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 424 198 269
As % of all permanent jobs advertised in West Yorkshire 21.14% 28.65% 24.52%
Number of salaries quoted 313 128 140
10th Percentile £28,000 £30,250 £29,000
25th Percentile £35,000 £35,750 £42,434
Median annual salary (50th Percentile) £55,000 £50,000 £51,754
Median % change year-on-year +10.00% -3.39% -20.38%
75th Percentile £75,000 £69,688 £69,500
90th Percentile £100,000 £80,750 £70,500
Yorkshire median annual salary £49,500 £43,500 £52,500
% change year-on-year +13.79% -17.14% -11.41%

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
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 3 months to 7 September 2026. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Jobs
Leeds -21 3 £44,241 -42.91% 6
Wakefield - 1 £37,977 -
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 (15.79%) Oracle EBS
2 1 (5.26%) Shopify
Cloud Services
1 5 (26.32%) AWS
2 4 (21.05%) GitHub
2 4 (21.05%) Serverless
3 2 (10.53%) SaaS
4 1 (5.26%) Amazon CloudWatch
4 1 (5.26%) Amazon EC2
4 1 (5.26%) Amazon ECS
4 1 (5.26%) Amazon EKS
4 1 (5.26%) Amazon SQS
4 1 (5.26%) AWS Fargate
4 1 (5.26%) iPaaS
4 1 (5.26%) Power Platform
4 1 (5.26%) PowerApps
4 1 (5.26%) Vertex AI
Database & Business Intelligence
1 3 (15.79%) Oracle Reports
2 1 (5.26%) Apache Cassandra
2 1 (5.26%) Big Data
2 1 (5.26%) Metadata
2 1 (5.26%) MongoDB
2 1 (5.26%) MySQL
2 1 (5.26%) NoSQL
2 1 (5.26%) PostgreSQL
2 1 (5.26%) Relational Database
2 1 (5.26%) SQL Server
Development Applications
1 3 (15.79%) Oracle Forms
General
1 7 (36.84%) Social Skills
2 4 (21.05%) Analytical Skills
2 4 (21.05%) Finance
2 4 (21.05%) Inclusion and Diversity
3 2 (10.53%) Law
3 2 (10.53%) Legal
4 1 (5.26%) Financial Institution
4 1 (5.26%) Marketing
4 1 (5.26%) Organisational Skills
4 1 (5.26%) Presentation Skills
Job Titles
1 7 (36.84%) Analyst
1 7 (36.84%) Business Analyst
2 5 (26.32%) Developer
3 4 (21.05%) Full-Stack Developer
4 3 (15.79%) Consultant
4 3 (15.79%) Data Business Analyst
4 3 (15.79%) Lead
4 3 (15.79%) Lead Business Analyst
4 3 (15.79%) Oracle Consultant
4 3 (15.79%) Oracle Technical Consultant
4 3 (15.79%) Technical Consultant
5 2 (10.53%) Architect
5 2 (10.53%) Full-Stack Python Developer
5 2 (10.53%) Legal Analyst
5 2 (10.53%) Product Analyst
5 2 (10.53%) Product Business Analyst
5 2 (10.53%) Python Developer
5 2 (10.53%) SaaS Analyst
5 2 (10.53%) SaaS Business Analyst
6 1 (5.26%) Data Analytics Scientist
Libraries, Frameworks & Software Standards
1 5 (26.32%) Flask
2 4 (21.05%) CSS
2 4 (21.05%) HTML
2 4 (21.05%) Terraform
2 4 (21.05%) Vue
3 3 (15.79%) OAuth
3 3 (15.79%) OAuth2
3 3 (15.79%) OpenID
4 2 (10.53%) Django
5 1 (5.26%) FastAPI
5 1 (5.26%) NumPy
5 1 (5.26%) Pandas
5 1 (5.26%) React
5 1 (5.26%) RESTful
5 1 (5.26%) scikit-learn
Miscellaneous
1 3 (15.79%) PKI
2 2 (10.53%) Onboarding
3 1 (5.26%) Algorithms
3 1 (5.26%) Credit Risk
3 1 (5.26%) Data Protection Act
3 1 (5.26%) Housing Association
3 1 (5.26%) Product Ownership
Processes & Methodologies
1 12 (63.16%) Problem-Solving
2 11 (57.89%) Agile
3 8 (42.11%) Mentoring
4 7 (36.84%) Data Analysis
5 5 (26.32%) Business Analysis
5 5 (26.32%) CI/CD
5 5 (26.32%) Continuous Improvement
5 5 (26.32%) Data Modelling
5 5 (26.32%) Decision-Making
5 5 (26.32%) Design Patterns
5 5 (26.32%) OO
5 5 (26.32%) OOP
6 4 (21.05%) API Testing
6 4 (21.05%) Collaborative Culture
6 4 (21.05%) Data Architecture
6 4 (21.05%) Event-Driven
6 4 (21.05%) Event-Driven Programming
6 4 (21.05%) Full-Stack Development
6 4 (21.05%) Infrastructure as Code
6 4 (21.05%) Visualisation
Programming Languages
1 7 (36.84%) SQL
2 6 (31.58%) Python
3 4 (21.05%) JavaScript
4 3 (15.79%) PL/SQL
Qualifications
1 1 (5.26%) Degree
1 1 (5.26%) Numerate Degree
1 1 (5.26%) SC Cleared
1 1 (5.26%) Security Cleared
System Software
1 4 (21.05%) Docker
Systems Management
1 1 (5.26%) Kubernetes
Vendors
1 3 (15.79%) Oracle
1 3 (15.79%) TOWER Software
2 1 (5.26%) Microsoft