Data Structures Jobs in South Wales

Data Structures
Wales > South Wales

The table below looks at the prevalence of the term Data Structures in permanent job vacancies in South Wales. Included is a benchmarking guide to the salaries offered in vacancies that cited Data Structures over the 6 months leading up to 31 May 2025, comparing them to the same period in the previous two years.

6 months to
31 May 2025
Same period 2024 Same period 2023
Rank 61 96 97
Rank change year-on-year +35 +1 -58
Permanent jobs citing Data Structures 5 8 13
As % of all permanent jobs advertised in South Wales 0.52% 0.51% 1.12%
As % of the Miscellaneous category 2.10% 1.80% 2.88%
Number of salaries quoted 3 6 13
10th Percentile £54,324 - £36,091
25th Percentile £63,015 £35,195 £41,750
Median annual salary (50th Percentile) £80,000 £36,476 £44,666
Median % change year-on-year +119.33% -18.34% +8.94%
75th Percentile £82,500 £37,756 £75,000
90th Percentile - - £77,000
Wales median annual salary £80,000 £36,476 £44,666
% change year-on-year +119.33% -18.34% +8.94%

All Generic Skills
South Wales

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 South Wales.

Permanent vacancies with a requirement for generic IT skills 238 444 452
As % of all permanent jobs advertised in South Wales 24.90% 28.17% 38.90%
Number of salaries quoted 154 239 229
10th Percentile £32,500 £27,075 £30,500
25th Percentile £50,000 £35,030 £37,500
Median annual salary (50th Percentile) £62,000 £46,604 £50,000
Median % change year-on-year +33.04% -6.79% -4.76%
75th Percentile £70,600 £60,000 £68,750
90th Percentile £76,815 £70,000 £77,500
Wales median annual salary £62,000 £44,943 £45,000
% change year-on-year +37.95% -0.13% -14.29%

Data Structures
Job Vacancy Trend in South Wales

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

Job vacancy trend for Data Structures in South Wales

Data Structures
Salary Trend in South Wales

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

Salary trend for Data Structures in South Wales

Data Structures
Salary Histogram in South Wales

Salary distribution for jobs citing Data Structures in South Wales over the 6 months to 31 May 2025.

Salary histogram for Data Structures in South Wales

Data Structures
Job Locations in South Wales

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Structures within the South Wales region over the 6 months to 31 May 2025. 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
Cardiff - 3 £80,000 - 6
Newport - 2 - - 1
Data Structures
Wales

Data Structures
Co-occurring Skills and Capabilities in South Wales 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 3 (60.00%) Microsoft Excel
2 2 (40.00%) Microsoft PowerPoint
3 1 (20.00%) Microsoft Office
Cloud Services
1 4 (80.00%) Azure
2 2 (40.00%) Power Platform
Database & Business Intelligence
1 2 (40.00%) Azure SQL Data Warehouse
1 2 (40.00%) Big Data
1 2 (40.00%) BusinessObjects
1 2 (40.00%) Data Lake
1 2 (40.00%) Data Mining
1 2 (40.00%) Data Warehouse
1 2 (40.00%) Power BI
General
1 3 (60.00%) Analytical Skills
2 2 (40.00%) Retail
2 2 (40.00%) Social Skills
3 1 (20.00%) Public Sector
3 1 (20.00%) Welsh Language
Job Titles
1 2 (40.00%) Developer
1 2 (40.00%) Junior
1 2 (40.00%) Junior Developer
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%) Data Management
2 2 (40.00%) Artificial Intelligence
2 2 (40.00%) Business Intelligence
2 2 (40.00%) Collaborative Working
2 2 (40.00%) Commercial Awareness
2 2 (40.00%) Computer Science
2 2 (40.00%) Continuous Improvement
2 2 (40.00%) Data Analysis
2 2 (40.00%) Data Architecture
2 2 (40.00%) Data Engineering
2 2 (40.00%) Data Governance
2 2 (40.00%) Data Science
2 2 (40.00%) Data Security
2 2 (40.00%) Data-Driven Decision Making
2 2 (40.00%) Decision-Making
2 2 (40.00%) ETL
2 2 (40.00%) Performance Management
2 2 (40.00%) Quality Management
2 2 (40.00%) Service Delivery
2 2 (40.00%) WFM
Programming Languages
1 4 (80.00%) SQL
2 2 (40.00%) Python
2 2 (40.00%) VBA
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 3 (60.00%) Microsoft
2 2 (40.00%) Facebook