The table below looks at the statistics for Data Warehouse skills in IT jobs advertised for the Cardiff region. Included is a guide to the salaries offered in IT jobs that have cited Data Warehouse over the 3 months to 8 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
8 Dec 2016
Same period 2015 Same period 2014
Data Warehousing
Rank 46 57 28
Rank change year-on-year
+11 -29
Permanent jobs citing Data Warehouse 25 17 37
As % of all permanent IT jobs located in Cardiff 3.76% 2.47% 6.25%
As % of the Database & Business Intelligence category 11.74% 8.17% 22.02%
Number of salaries quoted 23 17 34
Median salary £42,500 £30,000 £35,000
Median salary % change year-on-year
+41.66% -14.28%
90% offered a salary of more than £35,000 £27,500 £32,500
10% offered a salary of more than £59,500 £36,500 £45,000
UK excluding London median salary £47,500 £45,000 £45,000
% change year-on-year
+5.55% -
Data Warehouse
South Wales

The following table is for comparison with the above and provides statistics for the entire Database & Business Intelligence category in permanent jobs advertised in the Cardiff region.

Database & Business Intelligence Category
Cardiff
Permanent IT job ads with a match in the
Database & Business Intelligence category
213 208 168
As % of all permanent IT jobs located in Cardiff 32.03% 30.28% 28.38%
Number of salaries quoted 201 182 156
Median salary £40,000 £35,000 £35,000
Median salary % change year-on-year
+14.28% -
90% offered a salary of more than £26,000 £25,500 £28,500
10% offered a salary of more than £60,000 £42,500 £46,500
UK excluding London median salary £45,000 £42,500 £40,000
% change year-on-year
+5.88% +6.25%

Data Warehouse
Jobs Demand Trend in Cardiff

The demand trend of job ads across the Cardiff region citing Data Warehouse as a proportion of all IT jobs with a match in the Database & Business Intelligence category.

Data Warehouse Jobs Demand Trend in Cardiff

Data Warehouse
Salary Trend in Cardiff

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

Data Warehouse Salary Trend in Cardiff

Data Warehouse
Salary Histogram in Cardiff

This chart provides a salary histogram for IT jobs citing Data Warehouse across the Cardiff region over the 3 months to 8 December 2016.

Data Warehouse Salary Histogram in Cardiff

Data Warehouse
Top 30 Related IT Skills in Cardiff

For the 6 months to 8 December 2016, 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 Cardiff region with a requirement for Data Warehouse.

1 29 (58.00%) SQL
2 28 (56.00%) Business Intelligence
3 26 (52.00%) SQL Server Integration Services
4 17 (34.00%) SQL Server
5 15 (30.00%) T-SQL
6 14 (28.00%) ETL
6 14 (28.00%) Microsoft
7 13 (26.00%) Agile Software Development
7 13 (26.00%) Relational Database
8 12 (24.00%) SQL Server Reporting Services
8 12 (24.00%) SQL Server Analysis Services
8 12 (24.00%) Finance
9 11 (22.00%) Oracle
9 11 (22.00%) Kimball Methodology
10 9 (18.00%) Team Foundation Server
11 7 (14.00%) Data Integration
11 7 (14.00%) C#
11 7 (14.00%) OLAP
11 7 (14.00%) CRM
11 7 (14.00%) Informatica
11 7 (14.00%) Oracle Database
12 6 (12.00%) Hadoop
12 6 (12.00%) Data Modelling
12 6 (12.00%) Data Analysis
12 6 (12.00%) Scrum
12 6 (12.00%) Data Cleansing
12 6 (12.00%) MDX
13 5 (10.00%) Teradata
13 5 (10.00%) RDBMS
13 5 (10.00%) Visual Studio

Data Warehouse
Top Related IT Skills in Cardiff 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 4 (8.00%) Apache Pig
1 4 (8.00%) Apache Spark
1 4 (8.00%) SAS
2 2 (4.00%) Oracle Workflow
2 2 (4.00%) SharePoint
3 1 (2.00%) Elasticsearch
3 1 (2.00%) IIS
3 1 (2.00%) JBoss
3 1 (2.00%) PowerExchange
Applications
1 3 (6.00%) MS Excel
2 1 (2.00%) SPSS
Cloud Services
1 3 (6.00%) Amazon AWS
2 2 (4.00%) Microsoft Azure
Communications & Networking
1 1 (2.00%) DNS
1 1 (2.00%) TCP/IP
Database & Business Intelligence
1 26 (52.00%) SQL Server Integration Services
2 17 (34.00%) SQL Server
3 13 (26.00%) Relational Database
4 12 (24.00%) SQL Server Analysis Services
4 12 (24.00%) SQL Server Reporting Services
5 7 (14.00%) OLAP
5 7 (14.00%) Oracle Database
6 6 (12.00%) Hadoop
7 5 (10.00%) OLAP Cube
7 5 (10.00%) RDBMS
8 4 (8.00%) Apache Hive
8 4 (8.00%) Big Data
8 4 (8.00%) Data Lake
8 4 (8.00%) HBase
8 4 (8.00%) Microsoft Analysis Services
8 4 (8.00%) Presto
8 4 (8.00%) SQL Server 2008
8 4 (8.00%) SQL Server 2012
9 3 (6.00%) Oracle Database 12c
9 3 (6.00%) SSDT
Development Applications
1 9 (18.00%) Team Foundation Server
2 5 (10.00%) Visual Studio
3 3 (6.00%) Subversion
4 1 (2.00%) Jenkins
4 1 (2.00%) Maven
4 1 (2.00%) Sonatype Nexus
General
1 12 (24.00%) Finance
2 1 (2.00%) Advertising
2 1 (2.00%) Banking
Job Titles
1 26 (52.00%) Developer
2 7 (14.00%) Business Intelligence Developer
2 7 (14.00%) Senior Developer
3 6 (12.00%) Data Warehouse Developer
3 6 (12.00%) Database Developer
3 6 (12.00%) SQL Developer
4 5 (10.00%) Analyst
4 5 (10.00%) Architect
4 5 (10.00%) Data Architect
5 4 (8.00%) Data Engineer
5 4 (8.00%) DBA
5 4 (8.00%) Senior Database Developer
6 3 (6.00%) Administrator
6 3 (6.00%) Business Intelligence Analyst
6 3 (6.00%) Business Intelligence Manager
6 3 (6.00%) Business Manager
6 3 (6.00%) Oracle DBA
6 3 (6.00%) SSIS Developer
6 3 (6.00%) Web Developer
7 2 (4.00%) Business Data Analyst
Libraries, Frameworks & Software Standards
1 6 (12.00%) MDX
2 5 (10.00%) .NET
3 4 (8.00%) ASP.NET
3 4 (8.00%) CSS
3 4 (8.00%) HTML
3 4 (8.00%) jQuery
4 3 (6.00%) .NET Framework
4 3 (6.00%) ASP.NET MVC
4 3 (6.00%) Entity Framework
4 3 (6.00%) Highcharts JS
4 3 (6.00%) HTML5
4 3 (6.00%) KnockoutJS
4 3 (6.00%) RequireJS
4 3 (6.00%) RESTful
4 3 (6.00%) SignalR
4 3 (6.00%) SOAP
4 3 (6.00%) WCF
4 3 (6.00%) Web Services
5 1 (2.00%) ELK Stack
5 1 (2.00%) Middleware
Miscellaneous
1 7 (14.00%) Data Integration
2 5 (10.00%) Analytical Skills
3 3 (6.00%) Computer Science
4 2 (4.00%) iSeries
4 2 (4.00%) Management Information System
4 2 (4.00%) Mathematics
5 1 (2.00%) AS400
5 1 (2.00%) Mainframe
5 1 (2.00%) Statistics
Operating Systems
1 4 (8.00%) Unix
2 1 (2.00%) Linux
2 1 (2.00%) Windows
2 1 (2.00%) Windows Server
Processes & Methodologies
1 28 (56.00%) Business Intelligence
2 14 (28.00%) ETL
3 13 (26.00%) Agile Software Development
4 11 (22.00%) Kimball Methodology
5 7 (14.00%) CRM
6 6 (12.00%) Data Analysis
6 6 (12.00%) Data Cleansing
6 6 (12.00%) Data Modelling
6 6 (12.00%) Scrum
7 3 (6.00%) Data Migration
7 3 (6.00%) Migration
7 3 (6.00%) MVC
7 3 (6.00%) SDLC
7 3 (6.00%) SOA
7 3 (6.00%) Translating Business Requirements
7 3 (6.00%) Web Development
8 2 (4.00%) ETL Development
8 2 (4.00%) Logical Data Model
8 2 (4.00%) Physical Data Model
8 2 (4.00%) Waterfall
Programming Languages
1 29 (58.00%) SQL
2 15 (30.00%) T-SQL
3 7 (14.00%) C#
4 4 (8.00%) JavaScript
4 4 (8.00%) VB.NET
5 2 (4.00%) Java
5 2 (4.00%) PowerShell
6 1 (2.00%) C
6 1 (2.00%) Python
6 1 (2.00%) Scala
6 1 (2.00%) Shell Script
Qualifications
1 4 (8.00%) BPSS Clearance
2 3 (6.00%) Security Cleared
3 2 (4.00%) Degree
3 2 (4.00%) SC Cleared
Quality Assurance & Compliance
1 2 (4.00%) Data Quality
2 1 (2.00%) QA
2 1 (2.00%) SLA
System Software
1 3 (6.00%) HDFS
1 3 (6.00%) Oracle RAC
2 1 (2.00%) Active Directory
Systems Management
1 1 (2.00%) Data Guard
1 1 (2.00%) Kibana
1 1 (2.00%) logstash
Vendors
1 14 (28.00%) Microsoft
2 11 (22.00%) Oracle
3 7 (14.00%) Informatica
4 5 (10.00%) Teradata
5 3 (6.00%) Cognos
6 2 (4.00%) IBM
7 1 (2.00%) MicroStrategy
7 1 (2.00%) Red Hat
7 1 (2.00%) Salesforce.com
7 1 (2.00%) SAP
7 1 (2.00%) VMware