Data Structures Jobs in Cardiff

Data Structures
South Wales > Cardiff

The table below looks at the prevalence of the term Data Structures in permanent job vacancies in Cardiff. Included is a benchmarking guide to the salaries offered in vacancies that cited Data Structures over the 6 months leading up to 18 May 2025, comparing them to the same period in the previous two years.

6 months to
18 May 2025
Same period 2024 Same period 2023
Rank 27 - 53
Rank change year-on-year - - +12
Permanent jobs citing Data Structures 5 0 15
As % of all permanent jobs advertised in Cardiff 2.60% - 2.73%
As % of the Miscellaneous category 6.25% - 6.12%
Number of salaries quoted 5 0 15
10th Percentile £60,118 - £35,841
25th Percentile £77,500 - £40,250
Median annual salary (50th Percentile) £80,000 - £44,666
Median % change year-on-year - - -17.29%
75th Percentile £97,500 - £71,250
90th Percentile - - £76,500
South Wales median annual salary £80,000 £36,476 £44,666
% change year-on-year +119.33% -18.34% +8.94%

All Generic Skills
Cardiff

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 Cardiff.

Permanent vacancies with a requirement for generic IT skills 80 200 245
As % of all permanent jobs advertised in Cardiff 41.67% 29.54% 44.63%
Number of salaries quoted 63 173 182
10th Percentile £27,250 £26,831 £32,650
25th Percentile £34,813 £35,059 £41,813
Median annual salary (50th Percentile) £50,000 £50,000 £55,000
Median % change year-on-year - -9.09% -
75th Percentile £69,875 £63,250 £70,000
90th Percentile £82,500 £72,433 £78,625
South Wales median annual salary £62,000 £47,500 £46,250
% change year-on-year +30.53% +2.70% -11.90%

Data Structures
Job Vacancy Trend in Cardiff

Job postings citing Data Structures as a proportion of all IT jobs advertised in Cardiff.

Job vacancy trend for Data Structures in Cardiff

Data Structures
Salary Trend in Cardiff

3-month moving average salary quoted in jobs citing Data Structures in Cardiff.

Salary trend for Data Structures in Cardiff

Data Structures
Salary Histogram in Cardiff

Salary distribution for jobs citing Data Structures in Cardiff over the 6 months to 18 May 2025.

Salary histogram for Data Structures in Cardiff

Data Structures
Co-occurring Skills and Capabilities in Cardiff by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Applications
1 1 (20.00%) Microsoft Excel
1 1 (20.00%) Microsoft Office
Cloud Services
1 2 (40.00%) Azure
Database & Business Intelligence
1 2 (40.00%) Azure SQL Data Warehouse
1 2 (40.00%) Big Data
1 2 (40.00%) Data Lake
1 2 (40.00%) Data Warehouse
General
1 2 (40.00%) Finance
1 2 (40.00%) Retail
1 2 (40.00%) Social Skills
2 1 (20.00%) Analytical Skills
2 1 (20.00%) Public Sector
2 1 (20.00%) Welsh Language
Job Titles
1 2 (40.00%) Associate Director
1 2 (40.00%) Insight Director
2 1 (20.00%) Analyst
2 1 (20.00%) Business Analyst
2 1 (20.00%) Data Manager
2 1 (20.00%) Engineering Manager
2 1 (20.00%) Head of Engineering
Processes & Methodologies
1 4 (80.00%) Business Intelligence
1 4 (80.00%) Data Architecture
1 4 (80.00%) Data Strategy
1 4 (80.00%) Decision-Making
2 2 (40.00%) Artificial Intelligence
2 2 (40.00%) Collaborative Working
2 2 (40.00%) Computer Science
2 2 (40.00%) Continuous Improvement
2 2 (40.00%) Data Engineering
2 2 (40.00%) Data Governance
2 2 (40.00%) Data Management
2 2 (40.00%) Data Pipeline
2 2 (40.00%) Data Science
2 2 (40.00%) Data Security
2 2 (40.00%) Data Stewardship
2 2 (40.00%) Data Transformation
2 2 (40.00%) Data-Driven Decision Making
2 2 (40.00%) ETL
2 2 (40.00%) Quality Management
2 2 (40.00%) Regulatory Compliance
Programming Languages
1 2 (40.00%) Python
1 2 (40.00%) SQL
Qualifications
1 3 (60.00%) Degree
2 1 (20.00%) Master's Degree
Quality Assurance & Compliance
1 2 (40.00%) Accessibility
1 2 (40.00%) Data Quality
Vendors
1 1 (20.00%) Microsoft