The following table provides summary statistics for permanent job vacancies advertised in 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 3 months to 27 June 2017 with a comparison to the same period in the previous 2 years.

Data Modelling
UK / Wales
3 months to
27 Jun 2017
Same period 2016 Same period 2015
Rank 80 84 96
Rank change year-on-year +4 +12  
Permanent jobs citing Data Modelling 12 12 9
As % of all permanent IT jobs advertised in Wales 1.20% 0.92% 0.64%
As % of the Processes & Methodologies category 1.32% 1.09% 0.75%
Number of salaries quoted 11 8 5
Median salary £49,700 £38,750 £35,000
Median salary % change year-on-year +28.25% +10.71%  
90% offered a salary of more than £30,000 £30,000 £29,500
10% offered a salary of more than £50,000 £47,950 £41,600
UK excluding London median salary £48,500 £47,500 £45,500
% change year-on-year +2.10% +4.39%  

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 Wales with a requirement for process and methodology skills.

Process & Methodology Skills
Wales
Permanent job vacancies with a requirement for process and methodology skills 911 1102 1203
As % of all permanent IT job vacancies advertised in Wales 91.28% 84.12% 85.87%
Number of salaries quoted 786 939 974
Median salary £40,000 £40,000 £37,500
Median salary % change year-on-year - +6.66%  
90% offered a salary of more than £29,500 £27,000 £27,500
10% offered a salary of more than £55,000 £55,000 £57,500
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Data Modelling
Job Vacancy Trend in Wales

The job posting trend of jobs advertised in Wales citing Data Modelling as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Data Modelling in Wales

Data Modelling
Salary Trend in Wales

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

Salary trend for Data Modelling in Wales

Data Modelling
Salary Histogram in Wales

The salary distribution of IT jobs citing Data Modelling in Wales over the 3 months to 27 June 2017.

Salary histogram for Data Modelling in Wales

Data Modelling
Job Locations in 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 Wales region over the 3 months to 27 June 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
South Wales +22 11 £49,700 +32.53% 2
West Wales -19 1 - -
Data Modelling
UK

For the 6 months to 27 June 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 Wales region with a requirement for Data Modelling.

1 15 (62.50%) Agile Software Development
2 13 (54.17%) Finance
3 10 (41.67%) Advertising
4 9 (37.50%) SQL
4 9 (37.50%) Degree
4 9 (37.50%) Waterfall
5 6 (25.00%) ITIL
5 6 (25.00%) Project Management
5 6 (25.00%) Process Improvement
6 5 (20.83%) User Acceptance Testing
6 5 (20.83%) Business Analysis
6 5 (20.83%) Process Management
6 5 (20.83%) Stakeholder Management
6 5 (20.83%) ISEB
6 5 (20.83%) ITIL Certification
6 5 (20.83%) Customer Requirements
7 4 (16.67%) Business Intelligence
7 4 (16.67%) IBM
7 4 (16.67%) Microsoft
7 4 (16.67%) Microsoft Office
7 4 (16.67%) iSeries
7 4 (16.67%) Incident Management
7 4 (16.67%) Systems Analysis
7 4 (16.67%) Analytics
8 3 (12.50%) Tableau
8 3 (12.50%) Use Case
8 3 (12.50%) Test Scripting
8 3 (12.50%) Validation
8 3 (12.50%) Software Testing
9 2 (8.33%) Data Management

Data Modelling
Co-occurring IT Skills in 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 (4.17%) SAS
Applications
1 4 (16.67%) Microsoft Office
Cloud Services
1 1 (4.17%) Google Analytics
1 1 (4.17%) SaaS
Communications & Networking
1 1 (4.17%) FTP
Database & Business Intelligence
1 2 (8.33%) Data Warehouse
1 2 (8.33%) Oracle Reports
1 2 (8.33%) SQL Server
1 2 (8.33%) SQL Server Integration Services
2 1 (4.17%) Big Data
2 1 (4.17%) BusinessObjects
2 1 (4.17%) BusinessObjects Business Intelligence
2 1 (4.17%) Data Mining
2 1 (4.17%) Enterprise Data Warehouse
2 1 (4.17%) Hadoop
2 1 (4.17%) NoSQL
2 1 (4.17%) Oracle Database
2 1 (4.17%) QlikView
2 1 (4.17%) Relational Database
2 1 (4.17%) SAP BW
2 1 (4.17%) SQL Server Reporting Services
Development Applications
1 2 (8.33%) Rational DOORS
2 1 (4.17%) ERwin
2 1 (4.17%) Team Foundation Server
General
1 13 (54.17%) Finance
2 10 (41.67%) Advertising
3 2 (8.33%) Legal
4 1 (4.17%) Marketing
4 1 (4.17%) Multimedia
Job Titles
1 12 (50.00%) Analyst
2 7 (29.17%) Consultant
3 6 (25.00%) Applications Support
3 6 (25.00%) Applications Support Analyst
3 6 (25.00%) BPM Consultant
3 6 (25.00%) Support Analyst
4 5 (20.83%) Business Analyst
4 5 (20.83%) Business Process Consultant
5 2 (8.33%) Change Analyst
5 2 (8.33%) Systems Engineer
6 1 (4.17%) Architect
6 1 (4.17%) Business Intelligence Analyst
6 1 (4.17%) Business Intelligence Consultant
6 1 (4.17%) Data Analyst
6 1 (4.17%) Data Architect
6 1 (4.17%) Hardware Engineer
6 1 (4.17%) SAP BI Consultant
6 1 (4.17%) SAP BW Consultant
6 1 (4.17%) SAP Consultant
6 1 (4.17%) Team Leader
Libraries, Frameworks & Software Standards
1 2 (8.33%) XML
2 1 (4.17%) Natural Language Processing
Miscellaneous
1 4 (16.67%) iSeries
2 2 (8.33%) Management Information System
3 1 (4.17%) Algorithms
3 1 (4.17%) Analytical Skills
3 1 (4.17%) Client/Server
3 1 (4.17%) Computer Science
3 1 (4.17%) User Experience
Operating Systems
1 1 (4.17%) Linux
1 1 (4.17%) Windows
Processes & Methodologies
1 15 (62.50%) Agile Software Development
2 9 (37.50%) Waterfall
3 6 (25.00%) ITIL
3 6 (25.00%) Process Improvement
3 6 (25.00%) Project Management
4 5 (20.83%) Business Analysis
4 5 (20.83%) Customer Requirements
4 5 (20.83%) Process Management
4 5 (20.83%) Stakeholder Management
4 5 (20.83%) User Acceptance Testing
5 4 (16.67%) Analytics
5 4 (16.67%) Business Intelligence
5 4 (16.67%) Incident Management
5 4 (16.67%) Systems Analysis
6 3 (12.50%) Software Testing
6 3 (12.50%) Test Scripting
6 3 (12.50%) Use Case
6 3 (12.50%) Validation
7 2 (8.33%) Requirements Management
7 2 (8.33%) SysML
Programming Languages
1 9 (37.50%) SQL
2 2 (8.33%) C
3 1 (4.17%) Python
3 1 (4.17%) R
3 1 (4.17%) T-SQL
Qualifications
1 9 (37.50%) Degree
2 5 (20.83%) ISEB
2 5 (20.83%) ITIL Certification
3 1 (4.17%) ITIL Foundation Certificate
3 1 (4.17%) PhD
3 1 (4.17%) Security Cleared
Quality Assurance & Compliance
1 1 (4.17%) Data Quality
1 1 (4.17%) QA
Vendors
1 4 (16.67%) IBM
1 4 (16.67%) Microsoft
2 3 (12.50%) Tableau
3 2 (8.33%) Oracle
4 1 (4.17%) Ab Initio
4 1 (4.17%) Google
4 1 (4.17%) Informatica
4 1 (4.17%) MicroStrategy
4 1 (4.17%) Netezza
4 1 (4.17%) SAP
4 1 (4.17%) Teradata
Newport, Gwent
CPS Group UK
Salary: £20000 - £23000 per annum
Posted: 20 hours ago