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 4 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
4 Dec 2016
Same period 2015 Same period 2014
Data Modelling
Rank 65 68 57
Rank change year-on-year
+3 -11
Permanent jobs citing Data Modelling 5 8 7
As % of all permanent IT jobs located in Cardiff 0.77% 1.14% 1.17%
As % of the Processes & Methodologies category 0.87% 1.37% 1.41%
Number of salaries quoted 4 4 7
Median salary £57,500 £40,023 £46,000
Median salary % change year-on-year
+43.66% -12.99%
90% offered a salary of more than £44,500 £27,546 £30,300
10% offered a salary of more than £72,250 £61,250 £62,500
UK excluding London median salary £47,500 £48,272 £45,000
% change year-on-year
-1.59% +7.27%
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
572 585 498
As % of all permanent IT jobs located in Cardiff 87.86% 83.21% 83.00%
Number of salaries quoted 529 518 422
Median salary £35,000 £37,500 £35,000
Median salary % change year-on-year
-6.66% +7.14%
90% offered a salary of more than £25,500 £27,500 £26,855
10% offered a salary of more than £60,000 £52,500 £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
Salary Histogram in Cardiff

This chart provides a salary histogram for IT jobs citing Data Modelling across the Cardiff region over the 3 months to 4 December 2016.

Data Modelling Salary Histogram in Cardiff

Data Modelling
Top 30 Related IT Skills in Cardiff

For the 6 months to 4 December 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 6 (60.00%) Data Warehouse
1 6 (60.00%) ETL
2 5 (50.00%) Oracle
2 5 (50.00%) Data Cleansing
2 5 (50.00%) Relational Database
3 4 (40.00%) SDLC
3 4 (40.00%) Data Integration
3 4 (40.00%) Finance
4 3 (30.00%) Migration
4 3 (30.00%) Unix
4 3 (30.00%) Business Intelligence
4 3 (30.00%) RDBMS
4 3 (30.00%) Hadoop
4 3 (30.00%) Apache Hive
4 3 (30.00%) HBase
4 3 (30.00%) Degree
4 3 (30.00%) HDFS
4 3 (30.00%) Data Migration
4 3 (30.00%) Presto
4 3 (30.00%) Apache Pig
4 3 (30.00%) Oracle Database
4 3 (30.00%) Apache Spark
4 3 (30.00%) Data Lake
5 2 (20.00%) Data Structures
5 2 (20.00%) Logical Data Model
5 2 (20.00%) Physical Data Model
5 2 (20.00%) Requirements Analysis
5 2 (20.00%) ETL Development
5 2 (20.00%) Mathematics
5 2 (20.00%) Computer Science

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:

Application Platforms
1 3 (30.00%) Apache Pig
1 3 (30.00%) Apache Spark
2 2 (20.00%) Oracle Workflow
Database & Business Intelligence
1 6 (60.00%) Data Warehouse
2 5 (50.00%) Relational Database
3 3 (30.00%) Apache Hive
3 3 (30.00%) Data Lake
3 3 (30.00%) Hadoop
3 3 (30.00%) HBase
3 3 (30.00%) Oracle Database
3 3 (30.00%) Presto
3 3 (30.00%) RDBMS
4 2 (20.00%) Big Data
4 2 (20.00%) Pentaho
4 2 (20.00%) QlikView
4 2 (20.00%) SAP BW
4 2 (20.00%) Star Schema
5 1 (10.00%) SQL Server Integration Services
General
1 4 (40.00%) Finance
Job Titles
1 4 (40.00%) Developer
2 3 (30.00%) Data Engineer
3 2 (20.00%) Analyst
3 2 (20.00%) Big Data Engineer
3 2 (20.00%) Data Warehouse Developer
3 2 (20.00%) Hadoop Engineer
3 2 (20.00%) QlikView Developer
4 1 (10.00%) Business Analyst
4 1 (10.00%) Business IT Analyst
4 1 (10.00%) Business Systems Analyst
4 1 (10.00%) Head of Information
4 1 (10.00%) Head of Information Systems
4 1 (10.00%) IT Analyst
4 1 (10.00%) Systems Analyst
4 1 (10.00%) Technical Analyst
4 1 (10.00%) Technical Business Analyst
Libraries, Frameworks & Software Standards
1 2 (20.00%) RESTful
1 2 (20.00%) SOAP
1 2 (20.00%) Web Services
Miscellaneous
1 4 (40.00%) Data Integration
2 2 (20.00%) Computer Science
2 2 (20.00%) Data Structures
2 2 (20.00%) iSeries
2 2 (20.00%) Mathematics
3 1 (10.00%) Management Information System
Operating Systems
1 3 (30.00%) Unix
Processes & Methodologies
1 6 (60.00%) ETL
2 5 (50.00%) Data Cleansing
3 4 (40.00%) SDLC
4 3 (30.00%) Business Intelligence
4 3 (30.00%) Data Migration
4 3 (30.00%) Migration
5 2 (20.00%) Agile Software Development
5 2 (20.00%) ETL Development
5 2 (20.00%) ITIL
5 2 (20.00%) Kimball Methodology
5 2 (20.00%) Logical Data Model
5 2 (20.00%) Physical Data Model
5 2 (20.00%) Requirements Analysis
5 2 (20.00%) Scrum
5 2 (20.00%) Workflow
6 1 (10.00%) Continuous Integration
6 1 (10.00%) Feasibility Study
6 1 (10.00%) Project Planning
6 1 (10.00%) Test Scripting
6 1 (10.00%) Use Case
Programming Languages
1 2 (20.00%) SQL
1 2 (20.00%) VB
Qualifications
1 3 (30.00%) Degree
2 1 (10.00%) ISEB
2 1 (10.00%) ISTQB
Quality Assurance & Compliance
1 1 (10.00%) QA
System Software
1 3 (30.00%) HDFS
Vendors
1 5 (50.00%) Oracle
2 2 (20.00%) IBM
2 2 (20.00%) Informatica
2 2 (20.00%) SAP
2 2 (20.00%) Teradata
Cardiff, South Glamorgan
Search Consultancy
Posted: 5 days ago