The table below looks at the statistics for Data Modelling skills in IT jobs advertised for the Cardiff region. Included is a guide to the salaries offered in IT jobs that have cited Data Modelling over the 3 months to 26 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
26 Sep 2016
Same period 2015 Same period 2014
Data Modelling
Rank 70 82 -
Rank change year-on-year
+12 -
Permanent jobs citing Data Modelling 3 3 0
As % of all permanent IT jobs located in Cardiff 0.45% 0.35% -
As % of the Processes & Methodologies category 0.53% 0.43% -
Number of salaries quoted 3 0 0
Median salary £32,000 - -
UK excluding London median salary £47,500 £50,000 £45,000
% change year-on-year
-5.00% +11.11%
Data Modelling
South Wales

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the Cardiff region.

Processes & Methodologies Category
Cardiff
Permanent IT job ads with a match in the
Processes & Methodologies category
569 699 491
As % of all permanent IT jobs located in Cardiff 85.95% 82.14% 78.06%
Number of salaries quoted 513 598 430
Median salary £37,500 £37,500 £37,500
90% offered a salary of more than £25,500 £27,500 £28,000
10% offered a salary of more than £52,500 £50,000 £55,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Data Modelling
Jobs Demand Trend in Cardiff

The demand trend of job ads across the Cardiff region citing Data Modelling as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Data Modelling Jobs Demand Trend in Cardiff

Data Modelling
Salary Trend in Cardiff

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

Data Modelling Salary Trend in Cardiff

Data Modelling
Top 30 Related IT Skills in Cardiff

For the 6 months to 26 September 2016, IT jobs citing Data Modelling 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 Modelling.

1 4 (80.00%) SDLC
2 3 (60.00%) ETL
2 3 (60.00%) Business Intelligence
3 2 (40.00%) Star Schema
3 2 (40.00%) IBM
3 2 (40.00%) Informatica
3 2 (40.00%) SAP BW
3 2 (40.00%) SQL
3 2 (40.00%) VB
3 2 (40.00%) Oracle
3 2 (40.00%) SAP
3 2 (40.00%) ITIL
3 2 (40.00%) Data Warehouse
3 2 (40.00%) Migration
3 2 (40.00%) Scrum
3 2 (40.00%) Teradata
3 2 (40.00%) Agile Software Development
3 2 (40.00%) ETL Development
3 2 (40.00%) QlikView
3 2 (40.00%) Requirements Analysis
3 2 (40.00%) Data Migration
3 2 (40.00%) Data Cleansing
3 2 (40.00%) Data Integration
3 2 (40.00%) iSeries
3 2 (40.00%) Kimball Methodology
3 2 (40.00%) Relational Database
3 2 (40.00%) Data Structures
3 2 (40.00%) Logical Data Model
3 2 (40.00%) Physical Data Model
4 1 (20.00%) Project Planning

Data Modelling
Top Related 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:

Database & Business Intelligence
1 2 (40.00%) Data Warehouse
1 2 (40.00%) QlikView
1 2 (40.00%) Relational Database
1 2 (40.00%) SAP BW
1 2 (40.00%) Star Schema
2 1 (20.00%) SQL Server Integration Services
General
1 1 (20.00%) Finance
Job Titles
1 4 (80.00%) Developer
2 2 (40.00%) Data Warehouse Developer
2 2 (40.00%) QlikView Developer
3 1 (20.00%) Analyst
3 1 (20.00%) Business Analyst
3 1 (20.00%) Technical Analyst
3 1 (20.00%) Technical Business Analyst
Miscellaneous
1 2 (40.00%) Data Integration
1 2 (40.00%) Data Structures
1 2 (40.00%) iSeries
Processes & Methodologies
1 4 (80.00%) SDLC
2 3 (60.00%) Business Intelligence
2 3 (60.00%) ETL
3 2 (40.00%) Agile Software Development
3 2 (40.00%) Data Cleansing
3 2 (40.00%) Data Migration
3 2 (40.00%) ETL Development
3 2 (40.00%) ITIL
3 2 (40.00%) Kimball Methodology
3 2 (40.00%) Logical Data Model
3 2 (40.00%) Migration
3 2 (40.00%) Physical Data Model
3 2 (40.00%) Requirements Analysis
3 2 (40.00%) Scrum
4 1 (20.00%) Continuous Integration
4 1 (20.00%) Data Management
4 1 (20.00%) Project Planning
4 1 (20.00%) System Testing
Programming Languages
1 2 (40.00%) SQL
1 2 (40.00%) VB
Qualifications
1 1 (20.00%) Degree
Vendors
1 2 (40.00%) IBM
1 2 (40.00%) Informatica
1 2 (40.00%) Oracle
1 2 (40.00%) SAP
1 2 (40.00%) Teradata