Period
to 23 July 2017

The following table provides summary statistics for permanent job vacancies advertised in Wales with a requirement for Data Warehouse skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Warehouse over the 6 months to 23 July 2017 with a comparison to the same period in the previous 2 years.

Data Warehousing
UK > Wales
6 months to
23 Jul 2017
Same period 2016 Same period 2015
Rank 111 76 75
Rank change year-on-year -35 -1 +41
Permanent jobs citing Data Warehouse 30 81 86
As % of all permanent IT jobs advertised in Wales 1.40% 3.01% 3.12%
As % of the Database & Business Intelligence category 4.57% 10.37% 10.49%
Number of salaries quoted 26 68 67
Wales median annual salary £40,000 £40,000 £37,000
Median salary % change year-on-year - +8.11% +5.71%
10th Percentile £32,485 £26,075 £30,750
90th Percentile £47,500 £50,000 £51,000
UK median annual salary £50,000 £52,500 £50,000
% change year-on-year -4.76% +5.00% -

Data Warehouse is in the database and business intelligence 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 database and business intelligence skills.

Database & Business Intelligence Skills
Wales
Permanent job vacancies with a requirement for database and business intelligence skills 657 781 820
As % of all permanent IT job vacancies advertised in Wales 30.64% 29.06% 29.73%
Number of salaries quoted 568 672 693
Wales median annual salary £40,000 £38,000 £35,000
Median salary % change year-on-year +5.26% +8.57% -
10th Percentile £26,250 £23,000 £25,000
90th Percentile £53,750 £50,000 £48,750
UK median annual salary £47,500 £47,500 £45,000
% change year-on-year - +5.56% +2.86%

Data Warehouse
Job Vacancy Trend in Wales

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

Job vacancy trend for Data Warehouse in Wales

Data Warehouse
Salary Trend in Wales

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

Salary trend for Data Warehouse in Wales

Data Warehouse
Salary Histogram in Wales

The salary distribution of IT jobs citing Data Warehouse in Wales over the 6 months to 23 July 2017.

Salary histogram for Data Warehouse in Wales

Data Warehouse
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 Warehouse within the Wales region over the 6 months to 23 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
South Wales -20 29 £40,000 -
West Wales -26 1 - -
Data Warehouse
UK

For the 6 months to 23 July 2017, IT jobs citing Data Warehouse 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 Warehouse.

1 27 (90.00%) Business Intelligence
2 22 (73.33%) SQL Server
3 21 (70.00%) SQL
4 17 (56.67%) SQL Server Integration Services
5 15 (50.00%) Microsoft
6 13 (43.33%) SQL Server Reporting Services
7 11 (36.67%) SQL Server Analysis Services
7 11 (36.67%) ETL
8 9 (30.00%) Data Analysis
8 9 (30.00%) Analytics
9 8 (26.67%) SQL Server 2012
10 7 (23.33%) Finance
10 7 (23.33%) Data Governance
10 7 (23.33%) Data Cleansing
11 6 (20.00%) Visualisation
11 6 (20.00%) Data Visualisation
11 6 (20.00%) T-SQL
12 5 (16.67%) Power BI
13 4 (13.33%) SQL Server 2014
13 4 (13.33%) Advertising
13 4 (13.33%) CRM
13 4 (13.33%) Data Quality
13 4 (13.33%) Data Integration
14 3 (10.00%) Tableau
14 3 (10.00%) Relational Database
14 3 (10.00%) Agile Software Development
14 3 (10.00%) Data Management
14 3 (10.00%) Oracle
14 3 (10.00%) Microsoft Excel
14 3 (10.00%) .NET

Data Warehouse
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 (3.33%) SAS
1 1 (3.33%) SharePoint
Applications
1 3 (10.00%) Microsoft Excel
Business Applications
1 1 (3.33%) Dynamics CRM
Cloud Services
1 1 (3.33%) Amazon AWS
1 1 (3.33%) Microsoft Azure
Database & Business Intelligence
1 22 (73.33%) SQL Server
2 17 (56.67%) SQL Server Integration Services
3 13 (43.33%) SQL Server Reporting Services
4 11 (36.67%) SQL Server Analysis Services
5 8 (26.67%) SQL Server 2012
6 5 (16.67%) Power BI
7 4 (13.33%) SQL Server 2014
8 3 (10.00%) Relational Database
9 2 (6.67%) Amazon Redshift
9 2 (6.67%) Oracle Reports
9 2 (6.67%) QlikView
10 1 (3.33%) BusinessObjects
10 1 (3.33%) Microsoft Analysis Services
10 1 (3.33%) MySQL
10 1 (3.33%) OLTP
10 1 (3.33%) Oracle Database
10 1 (3.33%) PostgreSQL
10 1 (3.33%) RDBMS
10 1 (3.33%) SAP BW
10 1 (3.33%) Star Schema
Development Applications
1 2 (6.67%) Visual Studio
2 1 (3.33%) ERwin
2 1 (3.33%) Oracle Forms
2 1 (3.33%) SQL Server Management Studio (SSMS)
General
1 7 (23.33%) Finance
2 4 (13.33%) Advertising
3 1 (3.33%) Back Office
3 1 (3.33%) Banking
Job Titles
1 18 (60.00%) Developer
2 10 (33.33%) SQL Developer
3 9 (30.00%) Business Intelligence Developer
4 8 (26.67%) Senior Developer
4 8 (26.67%) Senior SQL Developer
5 5 (16.67%) Business Developer
6 4 (13.33%) Analyst
7 3 (10.00%) Administrator
7 3 (10.00%) Business Intelligence Analyst
7 3 (10.00%) Consultant
7 3 (10.00%) DBA
7 3 (10.00%) Senior DBA
8 2 (6.67%) Business Intelligence Consultant
8 2 (6.67%) Data Warehouse Developer
8 2 (6.67%) Senior SQL DBA
8 2 (6.67%) SQL DBA
9 1 (3.33%) Database Developer
9 1 (3.33%) Lead Developer
9 1 (3.33%) Senior Oracle DBA
9 1 (3.33%) SQL Server Developer
Libraries, Frameworks & Software Standards
1 3 (10.00%) .NET
2 2 (6.67%) ASP.NET
2 2 (6.67%) ASP.NET Web Forms
3 1 (3.33%) LINQ
3 1 (3.33%) WCF
3 1 (3.33%) Web Services
3 1 (3.33%) WinForms
3 1 (3.33%) WPF
3 1 (3.33%) XML
Miscellaneous
1 3 (10.00%) Analytical Skills
1 3 (10.00%) Management Information System
2 2 (6.67%) Data Structures
2 2 (6.67%) Fintech
3 1 (3.33%) Clustering
3 1 (3.33%) Computer Science
3 1 (3.33%) Mobile Computing
3 1 (3.33%) Replication
Operating Systems
1 1 (3.33%) Solaris
Processes & Methodologies
1 27 (90.00%) Business Intelligence
2 11 (36.67%) ETL
3 9 (30.00%) Analytics
3 9 (30.00%) Data Analysis
4 7 (23.33%) Data Cleansing
4 7 (23.33%) Data Governance
5 6 (20.00%) Data Visualisation
5 6 (20.00%) Visualisation
6 4 (13.33%) CRM
6 4 (13.33%) Data Integration
7 3 (10.00%) Agile Software Development
7 3 (10.00%) Data Management
8 2 (6.67%) Data Modelling
8 2 (6.67%) Database Tuning
8 2 (6.67%) ITIL
8 2 (6.67%) Kimball Methodology
8 2 (6.67%) Mathematics
8 2 (6.67%) Performance Tuning
8 2 (6.67%) Project Management
8 2 (6.67%) Statistics
Programming Languages
1 21 (70.00%) SQL
2 6 (20.00%) T-SQL
3 2 (6.67%) C#
3 2 (6.67%) PL/SQL
3 2 (6.67%) Python
4 1 (3.33%) C
4 1 (3.33%) Delphi
4 1 (3.33%) Java
4 1 (3.33%) JavaScript
4 1 (3.33%) PHP
4 1 (3.33%) PowerShell
4 1 (3.33%) VB
4 1 (3.33%) VBA
Qualifications
1 2 (6.67%) Degree
2 1 (3.33%) Computer Science Degree
2 1 (3.33%) Oracle Certification
2 1 (3.33%) Security Cleared
Quality Assurance & Compliance
1 4 (13.33%) Data Quality
System Software
1 1 (3.33%) VMware Infrastructure
Vendors
1 15 (50.00%) Microsoft
2 3 (10.00%) Oracle
2 3 (10.00%) Tableau
3 2 (6.67%) Informatica
4 1 (3.33%) Ab Initio
4 1 (3.33%) MicroStrategy
4 1 (3.33%) Netezza
4 1 (3.33%) SAP
4 1 (3.33%) Teradata
4 1 (3.33%) VMware