The following table provides summary statistics for permanent job vacancies advertised in Cardiff with a requirement for Data Analysis skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Analysis over the 3 months to 27 June 2017 with a comparison to the same period in the previous 2 years.

Data Analysis
South Wales / Cardiff
3 months to
27 Jun 2017
Same period 2016 Same period 2015
Rank 50 53 69
Rank change year-on-year +3 +16  
Permanent jobs citing Data Analysis 7 20 6
As % of all permanent IT jobs advertised in Cardiff 1.40% 2.88% 0.80%
As % of the Processes & Methodologies category 1.54% 3.45% 0.93%
Number of salaries quoted 7 20 4
Median salary £40,000 £45,000 £39,750
Median salary % change year-on-year -11.11% +13.20%  
UK excluding London median salary £38,500 £40,000 £37,500
% change year-on-year -3.75% +6.66%  

Data Analysis is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Cardiff with a requirement for process and methodology skills.

Process & Methodology Skills
Cardiff
Permanent job vacancies with a requirement for process and methodology skills 455 580 644
As % of all permanent IT job vacancies advertised in Cardiff 90.82% 83.45% 85.64%
Number of salaries quoted 392 508 514
Median salary £40,000 £40,000 £37,500
Median salary % change year-on-year - +6.66%  
90% offered a salary of more than £29,500 £26,500 £27,500
10% offered a salary of more than £57,500 £55,000 £55,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Data Analysis
Job Vacancy Trend in Cardiff

The job posting trend of jobs advertised in Cardiff citing Data Analysis as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Data Analysis in Cardiff

Data Analysis
Salary Trend in Cardiff

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Analysis in Cardiff.

Salary trend for Data Analysis in Cardiff

For the 6 months to 27 June 2017, IT jobs citing Data Analysis also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Cardiff region with a requirement for Data Analysis.

1 10 (90.91%) SQL
2 9 (81.82%) Business Intelligence
2 9 (81.82%) Data Warehouse
2 9 (81.82%) ETL
3 8 (72.73%) SQL Server
3 8 (72.73%) Microsoft
3 8 (72.73%) Analytics
4 7 (63.64%) Data Governance
5 6 (54.55%) Visualisation
5 6 (54.55%) Data Cleansing
5 6 (54.55%) Data Visualisation
6 2 (18.18%) Agile Software Development
6 2 (18.18%) SQL Server Integration Services
6 2 (18.18%) Degree
6 2 (18.18%) Finance
7 1 (9.09%) CHAID
7 1 (9.09%) Project Management
7 1 (9.09%) Star Schema
7 1 (9.09%) Windows
7 1 (9.09%) Python
7 1 (9.09%) Microsoft Excel
7 1 (9.09%) SAS
7 1 (9.09%) VBA
7 1 (9.09%) Logistic Regression
7 1 (9.09%) Marketing
7 1 (9.09%) Data Management
7 1 (9.09%) SQL Server Reporting Services
7 1 (9.09%) High Availability
7 1 (9.09%) Data Integration
7 1 (9.09%) Amazon AWS

Data Analysis
Co-occurring IT Skills in Cardiff by Category

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

Application Platforms
1 1 (9.09%) SAS
Applications
1 1 (9.09%) Microsoft Excel
Cloud Services
1 1 (9.09%) Amazon AWS
Database & Business Intelligence
1 9 (81.82%) Data Warehouse
2 8 (72.73%) SQL Server
3 2 (18.18%) SQL Server Integration Services
4 1 (9.09%) Amazon Redshift
4 1 (9.09%) Power BI
4 1 (9.09%) SQL Server 2012
4 1 (9.09%) SQL Server Reporting Services
4 1 (9.09%) Star Schema
General
1 2 (18.18%) Finance
2 1 (9.09%) Marketing
Job Titles
1 10 (90.91%) Developer
2 8 (72.73%) SQL Developer
3 7 (63.64%) Senior Developer
3 7 (63.64%) Senior SQL Developer
4 2 (18.18%) Business Intelligence Developer
5 1 (9.09%) Analyst
5 1 (9.09%) Customer Analyst
5 1 (9.09%) Customer Insight Analyst
5 1 (9.09%) Data Warehouse Developer
5 1 (9.09%) Insight Analyst
Miscellaneous
1 1 (9.09%) Analytical Skills
1 1 (9.09%) Data Structures
Operating Systems
1 1 (9.09%) Windows
Processes & Methodologies
1 9 (81.82%) Business Intelligence
1 9 (81.82%) ETL
2 8 (72.73%) Analytics
3 7 (63.64%) Data Governance
4 6 (54.55%) Data Cleansing
4 6 (54.55%) Data Visualisation
4 6 (54.55%) Visualisation
5 2 (18.18%) Agile Software Development
6 1 (9.09%) CHAID
6 1 (9.09%) Customer Insight
6 1 (9.09%) Data Integration
6 1 (9.09%) Data Management
6 1 (9.09%) High Availability
6 1 (9.09%) Logistic Regression
6 1 (9.09%) Marketing Strategy
6 1 (9.09%) Mentoring
6 1 (9.09%) Predictive Modelling
6 1 (9.09%) Project Management
6 1 (9.09%) Propensity Modelling
6 1 (9.09%) Statistical Modelling
Programming Languages
1 10 (90.91%) SQL
2 1 (9.09%) Python
2 1 (9.09%) VBA
Qualifications
1 2 (18.18%) Degree
Quality Assurance & Compliance
1 1 (9.09%) Data Quality
Vendors
1 8 (72.73%) Microsoft
2 1 (9.09%) Tableau