The table below looks at the statistics for Data Warehouse skills in IT jobs advertised for the Wales region. Included is a guide to the salaries offered in IT jobs that have cited Data Warehouse over the 3 months to 16 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
16 Jan 2017
Same period 2016 Same period 2015
Data Warehousing
UK / Wales
Rank 66 73 41
Rank change year-on-year
+7 -32
Permanent jobs citing Data Warehouse 30 28 67
As % of all permanent IT jobs located in Wales 2.66% 2.28% 5.06%
As % of the Database & Business Intelligence category 7.71% 7.71% 14.14%
Number of salaries quoted 26 28 63
Median salary £40,000 £32,000 £35,000
Median salary % change year-on-year
+25.00% -8.57%
90% offered a salary of more than £35,000 £28,850 £30,652
10% offered a salary of more than £56,250 £42,750 £45,000
UK excluding London median salary £45,500 £45,000 £45,000
% change year-on-year
+1.11% -

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 Wales region.

Database & Business Intelligence Category
Wales
Permanent IT job ads with a match in the
Database & Business Intelligence category
389 363 474
As % of all permanent IT jobs located in Wales 34.52% 29.54% 35.80%
Number of salaries quoted 346 311 446
Median salary £40,000 £36,000 £35,000
Median salary % change year-on-year
+11.11% +2.85%
90% offered a salary of more than £28,000 £25,700 £29,000
10% offered a salary of more than £60,000 £45,000 £47,100
UK excluding London median salary £43,000 £42,500 £40,000
% change year-on-year
+1.17% +6.25%

Data Warehouse
Jobs Demand Trend in Wales

The demand trend of job ads across the Wales 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 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 across the Wales region.

Data Warehouse Salary Trend in Wales

Data Warehouse
Salary Histogram in Wales

This chart provides a salary histogram for IT jobs citing Data Warehouse across the Wales region over the 3 months to 16 January 2017.

Data Warehouse Salary Histogram 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 3 months to 16 January 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 +10 26 £42,500 +41.66% 7
North Wales - 2 £38,500 -
West Wales - 2 £24,000 -
Data Warehouse
UK

Data Warehouse
Top 30 Related IT Skills in Wales

For the 6 months to 16 January 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 38 (69.09%) SQL
2 33 (60.00%) Business Intelligence
3 21 (38.18%) SQL Server Integration Services
4 18 (32.73%) SQL Server
5 17 (30.91%) Microsoft
5 17 (30.91%) Finance
5 17 (30.91%) SQL Server Reporting Services
6 15 (27.27%) T-SQL
7 14 (25.45%) Agile Software Development
7 14 (25.45%) Team Foundation Server
8 13 (23.64%) SQL Server Analysis Services
8 13 (23.64%) Analytical Skills
9 12 (21.82%) Relational Database
9 12 (21.82%) .NET
10 11 (20.00%) HTML
10 11 (20.00%) JavaScript
10 11 (20.00%) CSS
10 11 (20.00%) jQuery
11 10 (18.18%) MVC
11 10 (18.18%) ASP.NET Web Forms
11 10 (18.18%) AngularJS
12 9 (16.36%) Scrum
12 9 (16.36%) ETL
13 8 (14.55%) Release Management
13 8 (14.55%) Time Management
13 8 (14.55%) JIRA
13 8 (14.55%) Kimball Methodology
13 8 (14.55%) Business Transformation
14 6 (10.91%) Hadoop
14 6 (10.91%) CRM

Data Warehouse
Top Related 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 4 (7.27%) Apache Pig
1 4 (7.27%) Apache Spark
1 4 (7.27%) SAS
2 3 (5.45%) SharePoint
3 2 (3.64%) Oracle Workflow
4 1 (1.82%) Elasticsearch
4 1 (1.82%) IIS
Applications
1 5 (9.09%) MS Excel
2 1 (1.82%) SPSS
Business Applications
1 2 (3.64%) SAP Oil and Gas
Cloud Services
1 2 (3.64%) Amazon AWS
1 2 (3.64%) Microsoft Azure
Database & Business Intelligence
1 21 (38.18%) SQL Server Integration Services
2 18 (32.73%) SQL Server
3 17 (30.91%) SQL Server Reporting Services
4 13 (23.64%) SQL Server Analysis Services
5 12 (21.82%) Relational Database
6 6 (10.91%) Hadoop
6 6 (10.91%) SQL Server 2012
7 5 (9.09%) Big Data
7 5 (9.09%) Data Lake
7 5 (9.09%) RDBMS
8 4 (7.27%) Apache Hive
8 4 (7.27%) HBase
8 4 (7.27%) Microsoft Analysis Services
8 4 (7.27%) OLAP
8 4 (7.27%) Oracle Database
8 4 (7.27%) Presto
8 4 (7.27%) SQL Server 2008
9 3 (5.45%) BusinessObjects
9 3 (5.45%) OLAP Cube
10 2 (3.64%) Power BI
Development Applications
1 14 (25.45%) Team Foundation Server
2 8 (14.55%) JIRA
3 2 (3.64%) Visual Studio
General
1 17 (30.91%) Finance
2 4 (7.27%) Manufacturing
3 3 (5.45%) Advertising
4 2 (3.64%) Electronics
4 2 (3.64%) Marketing
4 2 (3.64%) Telecoms
5 1 (1.82%) Banking
Job Titles
1 30 (54.55%) Developer
2 14 (25.45%) Senior Developer
3 12 (21.82%) Business Intelligence Developer
4 9 (16.36%) Analyst
5 8 (14.55%) .NET Developer
5 8 (14.55%) Lead .NET Developer
5 8 (14.55%) Lead Developer
5 8 (14.55%) Senior .NET Developer
6 7 (12.73%) SQL Developer
7 5 (9.09%) Architect
7 5 (9.09%) Business Intelligence Analyst
7 5 (9.09%) Data Architect
8 4 (7.27%) Data Engineer
8 4 (7.27%) Senior Business Intelligence Developer
9 3 (5.45%) Business Intelligence Manager
9 3 (5.45%) Business Manager
9 3 (5.45%) C# Developer
9 3 (5.45%) SSIS Developer
10 2 (3.64%) Data Analyst
10 2 (3.64%) Microsoft Developer
Libraries, Frameworks & Software Standards
1 12 (21.82%) .NET
2 11 (20.00%) CSS
2 11 (20.00%) HTML
2 11 (20.00%) jQuery
3 10 (18.18%) AngularJS
3 10 (18.18%) ASP.NET Web Forms
4 4 (7.27%) MDX
5 3 (5.45%) ASP.NET
5 3 (5.45%) RESTful
5 3 (5.45%) SOAP
5 3 (5.45%) Web Services
6 2 (3.64%) ASP.NET Web API
6 2 (3.64%) CSS3
6 2 (3.64%) HTML5
6 2 (3.64%) KnockoutJS
6 2 (3.64%) SignalR
7 1 (1.82%) Ajax
7 1 (1.82%) ELK Stack
Miscellaneous
1 13 (23.64%) Analytical Skills
2 4 (7.27%) Data Integration
3 3 (5.45%) Mathematics
4 2 (3.64%) Computer Science
4 2 (3.64%) Management Information System
5 1 (1.82%) AS400
5 1 (1.82%) Mainframe
5 1 (1.82%) Statistics
Operating Systems
1 4 (7.27%) Unix
2 1 (1.82%) Windows
2 1 (1.82%) Windows Server
Processes & Methodologies
1 33 (60.00%) Business Intelligence
2 14 (25.45%) Agile Software Development
3 10 (18.18%) MVC
4 9 (16.36%) ETL
4 9 (16.36%) Scrum
5 8 (14.55%) Business Transformation
5 8 (14.55%) Kimball Methodology
5 8 (14.55%) Release Management
5 8 (14.55%) Time Management
6 6 (10.91%) CRM
7 4 (7.27%) Data Modelling
8 3 (5.45%) Data Analysis
8 3 (5.45%) Data Cleansing
8 3 (5.45%) Translating Business Requirements
8 3 (5.45%) Waterfall
9 2 (3.64%) ETL Development
9 2 (3.64%) Performance Tuning
9 2 (3.64%) Prototyping
9 2 (3.64%) Statistical Analysis
9 2 (3.64%) User Stories
Programming Languages
1 38 (69.09%) SQL
2 15 (27.27%) T-SQL
3 11 (20.00%) JavaScript
4 6 (10.91%) C#
5 3 (5.45%) C
6 2 (3.64%) PowerShell
7 1 (1.82%) Data Analysis Expressions (DAX)
7 1 (1.82%) Java
7 1 (1.82%) Python
7 1 (1.82%) Scala
7 1 (1.82%) VB.NET
Qualifications
1 3 (5.45%) Security Cleared
2 2 (3.64%) Degree
2 2 (3.64%) Microsoft Certification
2 2 (3.64%) SC Cleared
3 1 (1.82%) BPSS Clearance
Quality Assurance & Compliance
1 3 (5.45%) QA
2 2 (3.64%) Data Quality
2 2 (3.64%) SLA
System Software
1 3 (5.45%) HDFS
2 1 (1.82%) Active Directory
Systems Management
1 1 (1.82%) Kibana
1 1 (1.82%) logstash
Vendors
1 17 (30.91%) Microsoft
2 4 (7.27%) Cognos
2 4 (7.27%) Oracle
3 3 (5.45%) SAP
4 1 (1.82%) Informatica
4 1 (1.82%) MicroStrategy
4 1 (1.82%) Salesforce.com
4 1 (1.82%) Tableau
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