The following table provides summary statistics for permanent job vacancies advertised in Wales with a requirement for Data Management skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Management over the 3 months to 27 June 2017 with a comparison to the same period in the previous 2 years.

Data Management
UK / Wales
3 months to
27 Jun 2017
Same period 2016 Same period 2015
Rank 84 87 89
Rank change year-on-year +3 +2  
Permanent jobs citing Data Management 8 9 16
As % of all permanent IT jobs advertised in Wales 0.80% 0.69% 1.14%
As % of the Processes & Methodologies category 0.88% 0.82% 1.33%
Number of salaries quoted 6 9 14
Median salary £30,547 £40,000 £29,250
Median salary % change year-on-year -23.63% +36.75%  
90% offered a salary of more than £27,747 £32,100 £21,000
10% offered a salary of more than £44,850 £43,800 £35,000
UK excluding London median salary £49,000 £45,000 £42,500
% change year-on-year +8.88% +5.88%  

Data Management 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 Management
Job Vacancy Trend in Wales

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

Job vacancy trend for Data Management in Wales

Data Management
Salary Trend in Wales

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

Salary trend for Data Management in Wales

Data Management
Salary Histogram in Wales

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

Salary histogram for Data Management in Wales

Data Management
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 Management 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 +14 4 £40,000 -
North Wales - 3 £27,747 -
Mid Wales - 1 - -
Data Management
UK

For the 6 months to 27 June 2017, IT jobs citing Data Management 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 Management.

1 7 (43.75%) Microsoft
2 6 (37.50%) Degree
3 4 (25.00%) Dynamics AX
3 4 (25.00%) PDM
3 4 (25.00%) PTC
3 4 (25.00%) Windchill
3 4 (25.00%) ERP
3 4 (25.00%) SQL
4 3 (18.75%) Oracle
4 3 (18.75%) SQL Server
4 3 (18.75%) ETL
4 3 (18.75%) Data Warehouse
4 3 (18.75%) Business Intelligence
4 3 (18.75%) Data Analysis
4 3 (18.75%) Data Governance
5 2 (12.50%) Big Data
5 2 (12.50%) Mentoring
5 2 (12.50%) Coaching
5 2 (12.50%) Analytical Skills
5 2 (12.50%) Web Development
5 2 (12.50%) Continuous Improvement
5 2 (12.50%) Statistics
5 2 (12.50%) Computer Science
5 2 (12.50%) Software Engineering
5 2 (12.50%) Data Protection
5 2 (12.50%) SAS
5 2 (12.50%) Risk Assessment
5 2 (12.50%) Management Information System
5 2 (12.50%) Risk Management
5 2 (12.50%) Finance

Data Management
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 2 (12.50%) SAS
2 1 (6.25%) CMS
2 1 (6.25%) OpenROAD
2 1 (6.25%) SharePoint
Applications
1 4 (25.00%) Windchill
2 1 (6.25%) Adobe Illustrator
2 1 (6.25%) InDesign
2 1 (6.25%) Microsoft Excel
2 1 (6.25%) Microsoft Office
2 1 (6.25%) Photoshop
Business Applications
1 4 (25.00%) Dynamics AX
2 1 (6.25%) Dynamics CRM
2 1 (6.25%) Sage 200
Cloud Services
1 1 (6.25%) Adobe Creative Cloud
1 1 (6.25%) IaaS
1 1 (6.25%) PaaS
Communications & Networking
1 1 (6.25%) Remote Desktop
Database & Business Intelligence
1 3 (18.75%) Data Warehouse
1 3 (18.75%) SQL Server
2 2 (12.50%) Big Data
2 2 (12.50%) Ingres
3 1 (6.25%) Base SAS
3 1 (6.25%) BusinessObjects
3 1 (6.25%) Data Mining
3 1 (6.25%) Enterprise Data Warehouse
3 1 (6.25%) Hadoop
3 1 (6.25%) NoSQL
3 1 (6.25%) Oracle Reports
3 1 (6.25%) PostgreSQL
3 1 (6.25%) Power BI
3 1 (6.25%) PowerPivot
3 1 (6.25%) QlikView
3 1 (6.25%) Relational Database
3 1 (6.25%) SAS Enterprise Guide
3 1 (6.25%) SQL Server Integration Services
3 1 (6.25%) SQL Server Reporting Services
Development Applications
1 1 (6.25%) ERwin
General
1 2 (12.50%) Finance
1 2 (12.50%) Manufacturing
2 1 (6.25%) Advertising
2 1 (6.25%) Marketing
Job Titles
1 7 (43.75%) Analyst
2 4 (25.00%) Systems Analyst
3 2 (12.50%) Architect
3 2 (12.50%) Developer
3 2 (12.50%) IT Analyst
3 2 (12.50%) Software Engineer
4 1 (6.25%) Creative Developer
4 1 (6.25%) CRM Officer
4 1 (6.25%) Data Architect
4 1 (6.25%) Data Scientist
4 1 (6.25%) Development Officer
4 1 (6.25%) ERP Analyst
4 1 (6.25%) IT Architect
4 1 (6.25%) IT Support Analyst
4 1 (6.25%) Security Analyst
4 1 (6.25%) Senior Developer
4 1 (6.25%) SQL Developer
4 1 (6.25%) Support Analyst
4 1 (6.25%) Web Designer
4 1 (6.25%) Web Developer
Libraries, Frameworks & Software Standards
1 1 (6.25%) .NET
1 1 (6.25%) ASP.NET
1 1 (6.25%) ASP.NET Web Forms
1 1 (6.25%) CSS
1 1 (6.25%) HTML
1 1 (6.25%) jQuery
1 1 (6.25%) LINQ
1 1 (6.25%) Natural Language Processing
1 1 (6.25%) ODBC
1 1 (6.25%) WCF
1 1 (6.25%) Web Services
1 1 (6.25%) WinForms
1 1 (6.25%) WPF
1 1 (6.25%) XML
Miscellaneous
1 2 (12.50%) Analytical Skills
1 2 (12.50%) Computer Science
1 2 (12.50%) Management Information System
2 1 (6.25%) Algorithms
2 1 (6.25%) Driving Licence
2 1 (6.25%) Freedom of Information
2 1 (6.25%) Graphic Design
2 1 (6.25%) Mobile Computing
2 1 (6.25%) Smartphone
2 1 (6.25%) Social Media
Processes & Methodologies
1 4 (25.00%) ERP
1 4 (25.00%) PDM
2 3 (18.75%) Business Intelligence
2 3 (18.75%) Data Analysis
2 3 (18.75%) Data Governance
2 3 (18.75%) ETL
3 2 (12.50%) Analytics
3 2 (12.50%) Coaching
3 2 (12.50%) Continuous Improvement
3 2 (12.50%) CRM
3 2 (12.50%) Data Modelling
3 2 (12.50%) Data Protection
3 2 (12.50%) ITIL
3 2 (12.50%) Mentoring
3 2 (12.50%) Risk Assessment
3 2 (12.50%) Risk Management
3 2 (12.50%) Software Engineering
3 2 (12.50%) Statistics
3 2 (12.50%) Web Development
4 1 (6.25%) Machine Learning
Programming Languages
1 4 (25.00%) SQL
2 2 (12.50%) Python
3 1 (6.25%) C
3 1 (6.25%) C#
3 1 (6.25%) Java
3 1 (6.25%) JavaScript
3 1 (6.25%) R
3 1 (6.25%) Scala
Qualifications
1 6 (37.50%) Degree
2 1 (6.25%) Computer Science Degree
2 1 (6.25%) PhD
2 1 (6.25%) Security Cleared
Quality Assurance & Compliance
1 1 (6.25%) Data Quality
1 1 (6.25%) ISO/IEC 27001
System Software
1 1 (6.25%) Active Directory
Vendors
1 7 (43.75%) Microsoft
2 4 (25.00%) PTC
3 3 (18.75%) Oracle
4 1 (6.25%) Ab Initio
4 1 (6.25%) Adobe
4 1 (6.25%) Informatica
4 1 (6.25%) MicroStrategy
4 1 (6.25%) Netezza
4 1 (6.25%) Sage
4 1 (6.25%) Tableau
4 1 (6.25%) Teradata
4 1 (6.25%) Veritas