The table below looks at the statistics for Data Modelling skills in IT jobs advertised for the South Wales region. Included is a guide to the salaries offered in IT jobs that have cited Data Modelling over the 3 months to 1 March 2017 with a comparison to the same period over the previous 2 years.

3 months to
1 Mar 2017
Same period 2016 Same period 2015
Data Modelling
Wales / South Wales
Rank 67 75 90
Rank change year-on-year
+8 +15
Permanent jobs citing Data Modelling 10 25 8
As % of all permanent IT jobs located in South Wales 1.27% 2.05% 0.66%
As % of the Processes & Methodologies category 1.51% 2.55% 0.79%
Number of salaries quoted 10 25 6
Median salary £31,250 £42,500 £40,500
Median salary % change year-on-year
-26.47% +4.93%
90% offered a salary of more than £29,750 £30,000 £30,250
10% offered a salary of more than £50,000 £50,000 £48,500
UK excluding London median salary £50,000 £47,500 £47,500
% change year-on-year
+5.26% -

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

Processes & Methodologies Category
South Wales
Permanent IT job ads with a match in the
Processes & Methodologies category
664 981 1013
As % of all permanent IT jobs located in South Wales 84.59% 80.34% 82.96%
Number of salaries quoted 578 838 881
Median salary £40,000 £37,500 £37,500
Median salary % change year-on-year
+6.66% -
90% offered a salary of more than £27,500 £27,500 £27,000
10% offered a salary of more than £55,000 £52,500 £53,500
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Data Modelling
Jobs Demand Trend in South Wales

The demand trend of job ads across the South Wales 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 South Wales

Data Modelling
Salary Trend in South Wales

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

Data Modelling Salary Trend in South Wales

Data Modelling
Salary Histogram in South Wales

This chart provides a salary histogram for IT jobs citing Data Modelling across the South Wales region over the 3 months to 1 March 2017.

Data Modelling Salary Histogram in South Wales

Data Modelling
Job Locations in South Wales

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Modelling within the South Wales region over the 3 months to 1 March 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Newport +2 6 £30,500 -28.23%
Cardiff +7 2 £29,750 -37.36%
Data Modelling
Wales

Data Modelling
Top 30 Related IT Skills in South Wales

For the 6 months to 1 March 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 South Wales region with a requirement for Data Modelling.

1 27 (81.82%) Finance
2 23 (69.70%) SQL
3 16 (48.48%) ITIL Certification
3 16 (48.48%) ITIL
3 16 (48.48%) Agile Software Development
4 14 (42.42%) Systems Analysis
4 14 (42.42%) ISEB
4 14 (42.42%) Waterfall
5 13 (39.39%) Incident Management
5 13 (39.39%) Advertising
6 10 (30.30%) Validation
7 9 (27.27%) Business Analysis
7 9 (27.27%) Software Testing
7 9 (27.27%) Test Scripting
8 8 (24.24%) iSeries
8 8 (24.24%) User Acceptance Testing
8 8 (24.24%) Degree
8 8 (24.24%) Microsoft
8 8 (24.24%) MS Office
9 6 (18.18%) T-SQL
9 6 (18.18%) Project Management
9 6 (18.18%) SQL Server Integration Services
9 6 (18.18%) Process Improvement
10 5 (15.15%) Customer Requirements
10 5 (15.15%) Stakeholder Management
10 5 (15.15%) Process Management
11 4 (12.12%) Data Warehouse
11 4 (12.12%) ETL
12 3 (9.09%) Oracle
12 3 (9.09%) Unix

Data Modelling
Top Related IT Skills in South Wales 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 (9.09%) Apache Pig
1 3 (9.09%) Apache Spark
2 2 (6.06%) Oracle Workflow
Applications
1 8 (24.24%) MS Office
Cloud Services
1 1 (3.03%) Google Analytics
Communications & Networking
1 1 (3.03%) Ethernet
1 1 (3.03%) FTP
1 1 (3.03%) Wireless
Database & Business Intelligence
1 6 (18.18%) SQL Server Integration Services
2 4 (12.12%) Data Warehouse
3 3 (9.09%) Apache Hive
3 3 (9.09%) Data Lake
3 3 (9.09%) Hadoop
3 3 (9.09%) HBase
3 3 (9.09%) Oracle Database
3 3 (9.09%) Presto
3 3 (9.09%) RDBMS
3 3 (9.09%) Relational Database
4 2 (6.06%) Big Data
4 2 (6.06%) Pentaho
5 1 (3.03%) NoSQL
Development Applications
1 1 (3.03%) NUnit
1 1 (3.03%) Team Foundation Server
General
1 27 (81.82%) Finance
2 13 (39.39%) Advertising
3 3 (9.09%) Legal
4 1 (3.03%) Marketing
Job Titles
1 21 (63.64%) Analyst
2 16 (48.48%) Applications Support
2 16 (48.48%) Applications Support Analyst
2 16 (48.48%) Support Analyst
3 6 (18.18%) BPM Consultant
3 6 (18.18%) Consultant
4 5 (15.15%) Business Process Consultant
5 3 (9.09%) Business Analyst
5 3 (9.09%) Data Engineer
6 2 (6.06%) Big Data Engineer
6 2 (6.06%) Hadoop Engineer
7 1 (3.03%) Architect
7 1 (3.03%) ASP.NET Developer
7 1 (3.03%) Business Systems Analyst
7 1 (3.03%) Developer
7 1 (3.03%) Head of Information
7 1 (3.03%) Head of Information Systems
7 1 (3.03%) IT Analyst
7 1 (3.03%) IT Architect
7 1 (3.03%) Systems Analyst
Libraries, Frameworks & Software Standards
1 2 (6.06%) RESTful
1 2 (6.06%) SOAP
1 2 (6.06%) Web Services
2 1 (3.03%) .NET
2 1 (3.03%) ASP.NET
2 1 (3.03%) ASP.NET Web API
2 1 (3.03%) NHibernate
2 1 (3.03%) REST
2 1 (3.03%) XML
Miscellaneous
1 8 (24.24%) iSeries
2 2 (6.06%) Computer Science
3 1 (3.03%) Analytical Skills
3 1 (3.03%) Management Information System
3 1 (3.03%) User Experience
Operating Systems
1 3 (9.09%) Unix
Processes & Methodologies
1 16 (48.48%) Agile Software Development
1 16 (48.48%) ITIL
2 14 (42.42%) Systems Analysis
2 14 (42.42%) Waterfall
3 13 (39.39%) Incident Management
4 10 (30.30%) Validation
5 9 (27.27%) Business Analysis
5 9 (27.27%) Software Testing
5 9 (27.27%) Test Scripting
6 8 (24.24%) User Acceptance Testing
7 6 (18.18%) Process Improvement
7 6 (18.18%) Project Management
8 5 (15.15%) Customer Requirements
8 5 (15.15%) Process Management
8 5 (15.15%) Stakeholder Management
9 4 (12.12%) ETL
10 3 (9.09%) Data Cleansing
10 3 (9.09%) Data Security
10 3 (9.09%) Mathematics
11 2 (6.06%) Data Integration
Programming Languages
1 23 (69.70%) SQL
2 6 (18.18%) T-SQL
3 1 (3.03%) C
3 1 (3.03%) C#
Qualifications
1 16 (48.48%) ITIL Certification
2 14 (42.42%) ISEB
3 8 (24.24%) Degree
4 1 (3.03%) ISTQB
Quality Assurance & Compliance
1 1 (3.03%) QA
System Software
1 3 (9.09%) HDFS
Vendors
1 8 (24.24%) Microsoft
2 3 (9.09%) IBM
2 3 (9.09%) Oracle
3 2 (6.06%) Tableau
4 1 (3.03%) Google