Data Structures Contracts in Cardiff

Data Structures
South Wales > Cardiff

The table below looks at the prevalence of the term Data Structures in contract job vacancies in Cardiff. Included is a benchmarking guide to the contractor rates offered in vacancies that cited Data Structures over the 6 months leading up to 1 May 2025, comparing them to the same period in the previous two years.

6 months to
1 May 2025
Same period 2024 Same period 2023
Rank 28 - 32
Rank change year-on-year - - +22
Contract jobs citing Data Structures 2 0 14
As % of all contract jobs advertised in Cardiff 1.25% - 4.15%
As % of the Miscellaneous category 3.39% - 10.29%
Number of daily rates quoted 2 0 10
10th Percentile £354 - £397
25th Percentile £389 - £495
Median daily rate (50th Percentile) £453 - £525
Median % change year-on-year - - +16.61%
75th Percentile £523 - £549
90th Percentile £562 - £552
South Wales median daily rate £453 £175 £525
% change year-on-year +158.91% -66.65% +4.95%

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 contract job vacancies requiring generic IT skills in Cardiff.

Contract vacancies with a requirement for generic IT skills 59 89 136
As % of all contract IT jobs advertised in Cardiff 36.88% 41.98% 40.36%
Number of daily rates quoted 55 75 99
10th Percentile £186 £344 £160
25th Percentile £290 £413 £300
Median daily rate (50th Percentile) £400 £503 £445
Median % change year-on-year -20.40% +12.92% +2.29%
75th Percentile £480 £550 £543
90th Percentile £587 £583 £615
South Wales median daily rate £395 £500 £450
% change year-on-year -21.00% +11.11% -
Number of hourly rates quoted 1 1 2
10th Percentile - - £18.73
25th Percentile - £11.75 £19.77
Median hourly rate £18.51 £13.50 £21.53
Median % change year-on-year +37.11% -37.30% -
75th Percentile - £15.25 £23.27
90th Percentile - - £24.31
South Wales median hourly rate £37.50 £48.75 £18.10
% change year-on-year -23.08% +169.34% +27.64%

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
Contractor Daily Rate Trend in Cardiff

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

Daily rate trend for Data Structures in Cardiff

Data Structures
Daily Rate Histogram in Cardiff

Daily rate distribution for jobs citing Data Structures in Cardiff over the 6 months to 1 May 2025.

Daily rate 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:

Cloud Services
1 1 (50.00%) AWS
1 1 (50.00%) Azure
1 1 (50.00%) Azure Machine Learning
1 1 (50.00%) GCP
General
1 1 (50.00%) Analytical Skills
1 1 (50.00%) Inclusion and Diversity
1 1 (50.00%) Public Sector
1 1 (50.00%) Social Skills
1 1 (50.00%) Welsh Language
Job Titles
1 1 (50.00%) Artificial Intelligence Engineer
1 1 (50.00%) Designer
1 1 (50.00%) Interaction Designer
1 1 (50.00%) Lead
1 1 (50.00%) Lead Designer
1 1 (50.00%) Python Engineer
Libraries, Frameworks & Software Standards
1 1 (50.00%) NumPy
1 1 (50.00%) Pandas
1 1 (50.00%) PyTorch
1 1 (50.00%) scikit-learn
1 1 (50.00%) SciPy
1 1 (50.00%) TensorFlow
Miscellaneous
1 1 (50.00%) Algorithms
Processes & Methodologies
1 2 (100.00%) Problem-Solving
1 2 (100.00%) SDLC
2 1 (50.00%) Agile
2 1 (50.00%) Artificial Intelligence
2 1 (50.00%) Business Case
2 1 (50.00%) Coaching
2 1 (50.00%) Collaborative Working
2 1 (50.00%) Data Analysis
2 1 (50.00%) Data Science
2 1 (50.00%) Decision-Making
2 1 (50.00%) Deep Learning
2 1 (50.00%) DevOps
2 1 (50.00%) Ergonomics
2 1 (50.00%) Feature Engineering
2 1 (50.00%) Interaction Design
2 1 (50.00%) Machine Learning
2 1 (50.00%) Mentoring
2 1 (50.00%) User Experience
Programming Languages
1 1 (50.00%) Python
Qualifications
1 1 (50.00%) Degree
1 1 (50.00%) Master's Degree
Vendors
1 1 (50.00%) Google
1 1 (50.00%) Microsoft