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 21 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
21 Feb 2017
Same period 2016 Same period 2015
Data Modelling
South Wales / Cardiff
Rank 57 62 63
Rank change year-on-year
+5 +1
Permanent jobs citing Data Modelling 2 13 8
As % of all permanent IT jobs located in Cardiff 0.37% 1.82% 1.18%
As % of the Processes & Methodologies category 0.41% 2.17% 1.40%
Number of salaries quoted 2 13 8
Median salary £29,750 £47,500 £40,500
Median salary % change year-on-year
-37.36% +17.28%
90% offered a salary of more than £27,950 £28,977 £30,000
10% offered a salary of more than £31,550 £54,000 £47,500
UK excluding London median salary £47,500 £47,500 £46,000
% change year-on-year
- +3.26%

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
486 599 570
As % of all permanent IT jobs located in Cardiff 89.83% 83.66% 84.07%
Number of salaries quoted 442 504 490
Median salary £37,500 £36,000 £35,000
Median salary % change year-on-year
+4.16% +2.85%
90% offered a salary of more than £27,500 £27,500 £26,500
10% offered a salary of more than £51,500 £47,500 £52,500
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 21 February 2017, 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 5 (71.43%) Finance
2 4 (57.14%) Data Warehouse
3 3 (42.86%) ETL
3 3 (42.86%) Unix
3 3 (42.86%) Oracle
3 3 (42.86%) RDBMS
3 3 (42.86%) Mathematics
3 3 (42.86%) Data Cleansing
3 3 (42.86%) Hadoop
3 3 (42.86%) Apache Hive
3 3 (42.86%) HBase
3 3 (42.86%) Oracle Database
3 3 (42.86%) Relational Database
3 3 (42.86%) HDFS
3 3 (42.86%) Apache Spark
3 3 (42.86%) Presto
3 3 (42.86%) Apache Pig
3 3 (42.86%) Data Lake
4 2 (28.57%) Workflow
4 2 (28.57%) Big Data
4 2 (28.57%) Tableau
4 2 (28.57%) Data Integration
4 2 (28.57%) Pentaho
4 2 (28.57%) RESTful
4 2 (28.57%) Computer Science
4 2 (28.57%) Legal
4 2 (28.57%) Degree
4 2 (28.57%) Oracle Workflow
4 2 (28.57%) Business Intelligence
4 2 (28.57%) SOAP

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 (42.86%) Apache Pig
1 3 (42.86%) Apache Spark
2 2 (28.57%) Oracle Workflow
Cloud Services
1 1 (14.29%) Google Analytics
Communications & Networking
1 1 (14.29%) FTP
Database & Business Intelligence
1 4 (57.14%) Data Warehouse
2 3 (42.86%) Apache Hive
2 3 (42.86%) Data Lake
2 3 (42.86%) Hadoop
2 3 (42.86%) HBase
2 3 (42.86%) Oracle Database
2 3 (42.86%) Presto
2 3 (42.86%) RDBMS
2 3 (42.86%) Relational Database
3 2 (28.57%) Big Data
3 2 (28.57%) Pentaho
Development Applications
1 1 (14.29%) Team Foundation Server
General
1 5 (71.43%) Finance
2 2 (28.57%) Legal
3 1 (14.29%) Marketing
Job Titles
1 3 (42.86%) Analyst
1 3 (42.86%) Data Engineer
2 2 (28.57%) Big Data Engineer
2 2 (28.57%) Hadoop Engineer
3 1 (14.29%) Business Analyst
3 1 (14.29%) Business Intelligence Analyst
3 1 (14.29%) Business IT Analyst
3 1 (14.29%) Business Systems Analyst
3 1 (14.29%) Head of Information
3 1 (14.29%) Head of Information Systems
3 1 (14.29%) IT Analyst
3 1 (14.29%) Systems Analyst
Libraries, Frameworks & Software Standards
1 2 (28.57%) RESTful
1 2 (28.57%) SOAP
1 2 (28.57%) Web Services
2 1 (14.29%) XML
Miscellaneous
1 2 (28.57%) Computer Science
2 1 (14.29%) Analytical Skills
2 1 (14.29%) Management Information System
2 1 (14.29%) User Experience
Operating Systems
1 3 (42.86%) Unix
Processes & Methodologies
1 3 (42.86%) Data Cleansing
1 3 (42.86%) ETL
1 3 (42.86%) Mathematics
2 2 (28.57%) Business Intelligence
2 2 (28.57%) Data Integration
2 2 (28.57%) Workflow
3 1 (14.29%) Agile Software Development
3 1 (14.29%) Analytics
3 1 (14.29%) Business Analysis
3 1 (14.29%) CRM
3 1 (14.29%) Data Migration
3 1 (14.29%) Data Security
3 1 (14.29%) Direct Marketing
3 1 (14.29%) Feasibility Study
3 1 (14.29%) Migration
3 1 (14.29%) Software Testing
3 1 (14.29%) Test Scripting
3 1 (14.29%) Use Case
3 1 (14.29%) User Stories
Programming Languages
1 1 (14.29%) SQL
Qualifications
1 2 (28.57%) Degree
2 1 (14.29%) ISEB
2 1 (14.29%) ISTQB
Quality Assurance & Compliance
1 1 (14.29%) QA
System Software
1 3 (42.86%) HDFS
Vendors
1 3 (42.86%) Oracle
2 2 (28.57%) Tableau
3 1 (14.29%) Google