Period
to 28 July 2017

The following table provides summary statistics for permanent job vacancies advertised in South Wales with a requirement for Data Modelling skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Modelling over the 6 months to 28 July 2017 with a comparison to the same period in the previous 2 years.

Data Modelling
Wales > South Wales
6 months to
28 Jul 2017
Same period 2016 Same period 2015
Rank 89 106 143
Rank change year-on-year +17 +37 -9
Permanent jobs citing Data Modelling 22 37 8
As % of all permanent IT jobs advertised in South Wales 1.39% 1.60% 0.33%
As % of the Processes & Methodologies category 1.56% 1.89% 0.39%
Number of salaries quoted 20 36 6
South Wales median annual salary £33,250 £35,000 £35,000
Median salary % change year-on-year -5.00% - -17.65%
10th Percentile £26,825 £27,500 £28,125
90th Percentile £50,000 £46,875 £43,250
Wales median annual salary £33,250 £35,000 £34,500
% change year-on-year -5.00% +1.45% -18.82%

Data Modelling 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 South Wales with a requirement for process and methodology skills.

Process & Methodology Skills
South Wales
Permanent job vacancies with a requirement for process and methodology skills 1408 1957 2075
As % of all permanent IT job vacancies advertised in South Wales 88.66% 84.39% 85.11%
Number of salaries quoted 1226 1707 1763
South Wales median annual salary £40,000 £38,500 £37,000
Median salary % change year-on-year +3.90% +4.05% +5.71%
10th Percentile £23,875 £22,500 £24,000
90th Percentile £57,500 £53,750 £55,200
Wales median annual salary £40,000 £37,500 £37,000
% change year-on-year +6.67% +1.35% +5.71%

Data Modelling
Job Vacancy Trend in South Wales

Job postings citing Data Modelling as a percentage of all IT jobs advertised in South Wales.

Job vacancy trend for Data Modelling 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 in South Wales.

Salary trend for Data Modelling in South Wales

Data Modelling
Salary Histogram in South Wales

The salary distribution of IT jobs citing Data Modelling in South Wales over the 6 months to 28 July 2017.

Salary histogram for Data Modelling 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 6 months to 28 July 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Newport -8 17 £30,500 -12.86%
Cardiff +12 2 £43,750 +12.90%
Torfaen +15 1 £32,500 -7.14%
Data Modelling
Wales

For the 6 months to 28 July 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 13 (59.09%) Agile Software Development
2 10 (45.45%) Finance
2 10 (45.45%) Advertising
3 8 (36.36%) SQL
3 8 (36.36%) Degree
3 8 (36.36%) Waterfall
4 6 (27.27%) ITIL
5 5 (22.73%) Stakeholder Management
5 5 (22.73%) Process Management
5 5 (22.73%) Business Analysis
5 5 (22.73%) Project Management
5 5 (22.73%) ISEB
5 5 (22.73%) ITIL Certification
5 5 (22.73%) Microsoft
5 5 (22.73%) Process Improvement
5 5 (22.73%) User Acceptance Testing
5 5 (22.73%) Customer Requirements
6 4 (18.18%) iSeries
6 4 (18.18%) IBM
6 4 (18.18%) Oracle Reports
6 4 (18.18%) Oracle
6 4 (18.18%) Microsoft Office
6 4 (18.18%) Incident Management
6 4 (18.18%) Systems Analysis
6 4 (18.18%) Management Information System
7 3 (13.64%) Validation
7 3 (13.64%) Data Analysis
7 3 (13.64%) Software Testing
7 3 (13.64%) SQL Server
7 3 (13.64%) Test Scripting

Data Modelling
Co-occurring 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 1 (4.55%) SAS
1 1 (4.55%) SharePoint
Applications
1 4 (18.18%) Microsoft Office
2 1 (4.55%) Microsoft Excel
2 1 (4.55%) MS Visio
Cloud Services
1 1 (4.55%) SaaS
Database & Business Intelligence
1 4 (18.18%) Oracle Reports
2 3 (13.64%) SQL Server
3 2 (9.09%) Oracle Database
3 2 (9.09%) QlikView
3 2 (9.09%) SQL Server Reporting Services
4 1 (4.55%) Big Data
4 1 (4.55%) BusinessObjects
4 1 (4.55%) Crystal Reports
4 1 (4.55%) Data Mining
4 1 (4.55%) Data Warehouse
4 1 (4.55%) Enterprise Data Warehouse
4 1 (4.55%) Hadoop
4 1 (4.55%) Microsoft Power View
4 1 (4.55%) NoSQL
4 1 (4.55%) PerformancePoint
4 1 (4.55%) Relational Database
4 1 (4.55%) SQL Server Integration Services
Development Applications
1 2 (9.09%) Rational DOORS
2 1 (4.55%) ERwin
General
1 10 (45.45%) Advertising
1 10 (45.45%) Finance
2 1 (4.55%) Multimedia
Job Titles
1 12 (54.55%) Analyst
2 6 (27.27%) Applications Support
2 6 (27.27%) Applications Support Analyst
2 6 (27.27%) Support Analyst
3 5 (22.73%) BPM Consultant
3 5 (22.73%) Business Process Consultant
3 5 (22.73%) Consultant
4 4 (18.18%) Business Analyst
5 2 (9.09%) Change Analyst
5 2 (9.09%) Data Analyst
5 2 (9.09%) Systems Engineer
6 1 (4.55%) Business Intelligence Analyst
6 1 (4.55%) Crystal Reports Analyst
6 1 (4.55%) Data Architect
6 1 (4.55%) Hardware Engineer
6 1 (4.55%) Report Analyst
6 1 (4.55%) Senior Analyst
6 1 (4.55%) Senior Business Intelligence Analyst
6 1 (4.55%) Senior Reporting Analyst
6 1 (4.55%) Team Leader
Libraries, Frameworks & Software Standards
1 1 (4.55%) Natural Language Processing
1 1 (4.55%) XML
Miscellaneous
1 4 (18.18%) iSeries
1 4 (18.18%) Management Information System
2 2 (9.09%) Client/Server
3 1 (4.55%) Algorithms
3 1 (4.55%) Computer Science
3 1 (4.55%) Driving Licence
Operating Systems
1 1 (4.55%) Linux
1 1 (4.55%) Windows
Processes & Methodologies
1 13 (59.09%) Agile Software Development
2 8 (36.36%) Waterfall
3 6 (27.27%) ITIL
4 5 (22.73%) Business Analysis
4 5 (22.73%) Customer Requirements
4 5 (22.73%) Process Improvement
4 5 (22.73%) Process Management
4 5 (22.73%) Project Management
4 5 (22.73%) Stakeholder Management
4 5 (22.73%) User Acceptance Testing
5 4 (18.18%) Incident Management
5 4 (18.18%) Systems Analysis
6 3 (13.64%) Analytics
6 3 (13.64%) Data Analysis
6 3 (13.64%) Software Testing
6 3 (13.64%) Test Scripting
6 3 (13.64%) Use Case
6 3 (13.64%) Validation
7 2 (9.09%) Model-Based Systems Engineering
7 2 (9.09%) Translating Business Requirements
Programming Languages
1 8 (36.36%) SQL
2 1 (4.55%) C
2 1 (4.55%) PL/SQL
2 1 (4.55%) Python
2 1 (4.55%) R
2 1 (4.55%) T-SQL
Qualifications
1 8 (36.36%) Degree
2 5 (22.73%) ISEB
2 5 (22.73%) ITIL Certification
3 1 (4.55%) ITIL Foundation Certificate
3 1 (4.55%) PhD
Quality Assurance & Compliance
1 1 (4.55%) Data Quality
1 1 (4.55%) QA
Vendors
1 5 (22.73%) Microsoft
2 4 (18.18%) IBM
2 4 (18.18%) Oracle
3 1 (4.55%) Ab Initio
3 1 (4.55%) Informatica
3 1 (4.55%) MicroStrategy
3 1 (4.55%) Netezza
3 1 (4.55%) Remedy
3 1 (4.55%) Tableau
3 1 (4.55%) Teradata