Analytical Skills Contracts in Cardiff

Analytical Skills
South Wales > Cardiff

The table below looks at the prevalence of the term Analytical Skills in contract job vacancies in Cardiff. Included is a benchmarking guide to the contractor rates offered in vacancies that cited Analytical Skills 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 20 23 17
Rank change year-on-year +3 -6 +22
Contract jobs citing Analytical Skills 10 12 31
As % of all contract jobs advertised in Cardiff 6.25% 5.66% 9.20%
As % of the General category 13.33% 16.44% 19.50%
Number of daily rates quoted 9 8 13
10th Percentile £243 £183 £156
25th Percentile £385 £335 £163
Median daily rate (50th Percentile) £458 £420 £450
Median % change year-on-year +8.93% -6.67% -
75th Percentile £550 £432 £575
90th Percentile £588 £479 £625
South Wales median daily rate £413 £550 £450
% change year-on-year -25.00% +22.22% -5.26%
Number of hourly rates quoted 0 1 0
Median hourly rate - £13.50 -
South Wales median hourly rate £20.62 £22.68 -
% change year-on-year -9.09% - -

All General Skills
Cardiff

Analytical Skills falls under the General Skills category. For comparison with the information above, the following table provides summary statistics for all contract job vacancies requiring common skills in Cardiff.

Contract vacancies with a requirement for common skills 75 73 159
As % of all contract IT jobs advertised in Cardiff 46.88% 34.43% 47.18%
Number of daily rates quoted 60 50 116
10th Percentile £167 £143 £161
25th Percentile £246 £211 £372
Median daily rate (50th Percentile) £346 £420 £450
Median % change year-on-year -17.72% -6.67% -
75th Percentile £480 £528 £577
90th Percentile £588 £589 £619
South Wales median daily rate £365 £450 £463
% change year-on-year -18.89% -2.70% -4.64%
Number of hourly rates quoted 3 5 2
10th Percentile - £11.32 £13.50
25th Percentile - £11.75 £14.26
Median hourly rate £12.21 £13.50 £15.53
Median % change year-on-year -9.56% -13.07% -24.70%
75th Percentile £32.98 £53.75 £16.82
90th Percentile £45.44 £60.50 £17.58
South Wales median hourly rate £21.00 £23.93 £10.92
% change year-on-year -12.24% +119.14% -49.50%

Analytical Skills
Job Vacancy Trend in Cardiff

Job postings citing Analytical Skills as a proportion of all IT jobs advertised in Cardiff.

Job vacancy trend for Analytical Skills in Cardiff

Analytical Skills
Contractor Daily Rate Trend in Cardiff

3-month moving average daily rate quoted in jobs citing Analytical Skills in Cardiff.

Daily rate trend for Analytical Skills in Cardiff

Analytical Skills
Daily Rate Histogram in Cardiff

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

Daily rate histogram for Analytical Skills in Cardiff

Analytical Skills
Contractor Hourly Rate Trend in Cardiff

3-month moving average hourly rates quoted in jobs citing Analytical Skills in Cardiff.

Hourly rate trend for Analytical Skills in Cardiff

Analytical Skills
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:

Application Platforms
1 1 (10.00%) Confluence
Cloud Services
1 5 (50.00%) Azure
2 4 (40.00%) GCP
3 3 (30.00%) AWS
4 2 (20.00%) Azure Machine Learning
4 2 (20.00%) Power Platform
5 1 (10.00%) Entra ID
5 1 (10.00%) PaaS
Communications & Networking
1 1 (10.00%) DHCP
1 1 (10.00%) DNS
1 1 (10.00%) HTTP
1 1 (10.00%) TCP/IP
Database & Business Intelligence
1 2 (20.00%) Data Warehouse
1 2 (20.00%) Power BI
2 1 (10.00%) Big Data
2 1 (10.00%) Data Lake
2 1 (10.00%) Metadata
2 1 (10.00%) Metadata Repository
2 1 (10.00%) SQL Server
Development Applications
1 1 (10.00%) JIRA
General
1 5 (50.00%) Social Skills
2 2 (20.00%) Multimedia
3 1 (10.00%) Finance
3 1 (10.00%) Marketing
3 1 (10.00%) Public Sector
Job Titles
1 3 (30.00%) Senior
2 2 (20.00%) Analyst
2 2 (20.00%) Developer
2 2 (20.00%) Software Engineer
3 1 (10.00%) Administrator
3 1 (10.00%) Artificial Intelligence Developer
3 1 (10.00%) Artificial Intelligence Engineer
3 1 (10.00%) Business Intelligence Analyst
3 1 (10.00%) Data Engineer
3 1 (10.00%) DBA
3 1 (10.00%) Machine Learning Developer
3 1 (10.00%) Power BI Analyst
3 1 (10.00%) Project Manager
3 1 (10.00%) Python Developer
3 1 (10.00%) Python Engineer
3 1 (10.00%) Senior Analyst
3 1 (10.00%) Senior Software Engineer
3 1 (10.00%) Senior Technical Analyst
3 1 (10.00%) SQL DBA
3 1 (10.00%) Technical Analyst
Libraries, Frameworks & Software Standards
1 3 (30.00%) Node.js
2 2 (20.00%) CSS
2 2 (20.00%) PyTorch
2 2 (20.00%) React
2 2 (20.00%) RESTful
2 2 (20.00%) scikit-learn
2 2 (20.00%) TensorFlow
3 1 (10.00%) Express.js
3 1 (10.00%) Jest
3 1 (10.00%) NestJS
3 1 (10.00%) NumPy
3 1 (10.00%) Pandas
3 1 (10.00%) Puppeteer
3 1 (10.00%) SciPy
Miscellaneous
1 2 (20.00%) Algorithms
2 1 (10.00%) Analytical Mindset
2 1 (10.00%) Data Structures
2 1 (10.00%) PKI
Operating Systems
1 1 (10.00%) Windows
1 1 (10.00%) Windows Server
Processes & Methodologies
1 7 (70.00%) Problem-Solving
2 4 (40.00%) Data Science
3 3 (30.00%) Machine Learning
4 2 (20.00%) Actionable Insight
4 2 (20.00%) Analytics
4 2 (20.00%) Artificial Intelligence
4 2 (20.00%) Business Intelligence
4 2 (20.00%) Coaching
4 2 (20.00%) Collaborative Working
4 2 (20.00%) Computer Science
4 2 (20.00%) Data Integration
4 2 (20.00%) Data Modelling
4 2 (20.00%) Data Pipeline
4 2 (20.00%) ETL
4 2 (20.00%) Mentoring
4 2 (20.00%) SDLC
4 2 (20.00%) Software Engineering
4 2 (20.00%) TDD
4 2 (20.00%) Test Automation
5 1 (10.00%) Feature Engineering
Programming Languages
1 3 (30.00%) JavaScript
2 2 (20.00%) Python
2 2 (20.00%) SQL
3 1 (10.00%) Data Analysis Expressions
3 1 (10.00%) PowerShell
Qualifications
1 2 (20.00%) Azure Certification
1 2 (20.00%) Computer Science Degree
1 2 (20.00%) Degree
2 1 (10.00%) AWS Certification
2 1 (10.00%) Master's Degree
2 1 (10.00%) Microsoft Certification
Quality Assurance & Compliance
1 2 (20.00%) Accessibility
1 2 (20.00%) Data Quality
System Software
1 1 (10.00%) Active Directory
Vendors
1 4 (40.00%) Microsoft
2 3 (30.00%) Google
3 1 (10.00%) Cloudera
3 1 (10.00%) Databricks
3 1 (10.00%) Remedy