The table below looks at the statistics for OLAP skills in IT jobs advertised for the Cardiff region. Included is a guide to the salaries offered in IT jobs that have cited OLAP over the 3 months to 26 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
26 Sep 2016
Same period 2015 Same period 2014
Online Analytical Processing (OLAP)
Rank 66 83 47
Rank change year-on-year
+17 -36
Permanent jobs citing OLAP 7 2 21
As % of all permanent IT jobs located in Cardiff 1.06% 0.24% 3.34%
As % of the Database & Business Intelligence category 3.74% 0.82% 11.80%
Number of salaries quoted 6 2 20
Median salary £36,250 £35,250 £37,500
Median salary % change year-on-year
+2.83% -6.00%
90% offered a salary of more than £33,750 £34,250 £35,000
10% offered a salary of more than £39,750 £36,250 £45,000
UK excluding London median salary £48,750 £42,500 £42,500
% change year-on-year
+14.70% -
OLAP
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
187 245 178
As % of all permanent IT jobs located in Cardiff 28.25% 28.79% 28.30%
Number of salaries quoted 178 212 160
Median salary £37,500 £35,000 £37,500
Median salary % change year-on-year
+7.14% -6.66%
90% offered a salary of more than £25,500 £29,000 £29,500
10% offered a salary of more than £46,500 £45,000 £45,000
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

OLAP
Jobs Demand Trend in Cardiff

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

OLAP Jobs Demand Trend in Cardiff

OLAP
Salary Trend in Cardiff

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

OLAP Salary Trend in Cardiff

OLAP
Top 30 Related IT Skills in Cardiff

For the 6 months to 26 September 2016, IT jobs citing OLAP 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 OLAP.

1 18 (100.00%) SQL Server
2 17 (94.44%) SQL
3 16 (88.89%) Business Intelligence
3 16 (88.89%) SQL Server Integration Services
4 15 (83.33%) SQL Server Analysis Services
5 13 (72.22%) ETL
6 12 (66.67%) Data Warehouse
6 12 (66.67%) T-SQL
6 12 (66.67%) SQL Server Reporting Services
6 12 (66.67%) SQL Server 2012
6 12 (66.67%) OLAP Cube
7 11 (61.11%) MS Excel
7 11 (61.11%) Microsoft
8 10 (55.56%) MDX
9 8 (44.44%) Agile Software Development
10 7 (38.89%) Visual Studio
11 5 (27.78%) Team Foundation Server
12 4 (22.22%) Relational Database
12 4 (22.22%) Analytical Skills
12 4 (22.22%) TDD
12 4 (22.22%) Microsoft Analysis Services
12 4 (22.22%) OLTP
13 3 (16.67%) BusinessObjects
13 3 (16.67%) .NET
13 3 (16.67%) Finance
13 3 (16.67%) Advertising
13 3 (16.67%) Data Integration
13 3 (16.67%) Computer Science
13 3 (16.67%) QA
13 3 (16.67%) SQL Server Management Studio (SSMS)

OLAP
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 2 (11.11%) Apache
1 2 (11.11%) Oracle 10gAS
1 2 (11.11%) Oracle Application Server
1 2 (11.11%) SharePoint
Applications
1 11 (61.11%) MS Excel
Business Applications
1 2 (11.11%) Dynamics AX
Cloud Services
1 3 (16.67%) Microsoft Azure
2 1 (5.56%) Amazon AWS
Communications & Networking
1 2 (11.11%) Intranet
Database & Business Intelligence
1 18 (100.00%) SQL Server
2 16 (88.89%) SQL Server Integration Services
3 15 (83.33%) SQL Server Analysis Services
4 12 (66.67%) Data Warehouse
4 12 (66.67%) OLAP Cube
4 12 (66.67%) SQL Server 2012
4 12 (66.67%) SQL Server Reporting Services
5 4 (22.22%) Microsoft Analysis Services
5 4 (22.22%) OLTP
5 4 (22.22%) Relational Database
6 3 (16.67%) BusinessObjects
6 3 (16.67%) SQL Server 2008
7 2 (11.11%) DTS
7 2 (11.11%) GIS
7 2 (11.11%) Oracle Database
7 2 (11.11%) Oracle Database 10g
7 2 (11.11%) Oracle OLAP
7 2 (11.11%) Oracle Reports
8 1 (5.56%) Hadoop
Development Applications
1 7 (38.89%) Visual Studio
2 5 (27.78%) Team Foundation Server
3 3 (16.67%) SQL Server Management Studio (SSMS)
4 2 (11.11%) MorphX
4 2 (11.11%) Oracle Forms
4 2 (11.11%) PVCS
4 2 (11.11%) Visual Studio Team System
General
1 3 (16.67%) Advertising
1 3 (16.67%) Finance
2 1 (5.56%) Banking
Job Titles
1 15 (83.33%) Developer
2 11 (61.11%) Database Developer
3 8 (44.44%) Senior Developer
4 6 (33.33%) Senior Database Developer
5 5 (27.78%) SSAS Developer
5 5 (27.78%) SSIS Developer
5 5 (27.78%) SSRS Developer
6 4 (22.22%) SQL Database Developer
6 4 (22.22%) SQL Developer
6 4 (22.22%) SQL Server Developer
7 3 (16.67%) Analyst
7 3 (16.67%) Business Intelligence Analyst
7 3 (16.67%) Business Intelligence Developer
7 3 (16.67%) T-SQL Developer
8 2 (11.11%) Senior Systems Developer
8 2 (11.11%) Systems Developer
9 1 (5.56%) Microsoft Developer
9 1 (5.56%) Senior Microsoft Developer
9 1 (5.56%) SQL BI Developer
9 1 (5.56%) SQL Server BI Developer
Libraries, Frameworks & Software Standards
1 10 (55.56%) MDX
2 3 (16.67%) .NET
3 2 (11.11%) Ajax
3 2 (11.11%) CSS
3 2 (11.11%) CSS3
3 2 (11.11%) HTML
3 2 (11.11%) HTML5
3 2 (11.11%) jQuery
3 2 (11.11%) JSON
3 2 (11.11%) RESTful
3 2 (11.11%) SOAP
3 2 (11.11%) Web Services
3 2 (11.11%) XML
Miscellaneous
1 4 (22.22%) Analytical Skills
2 3 (16.67%) Computer Science
2 3 (16.67%) Data Integration
Operating Systems
1 2 (11.11%) Windows
Processes & Methodologies
1 16 (88.89%) Business Intelligence
2 13 (72.22%) ETL
3 8 (44.44%) Agile Software Development
4 4 (22.22%) TDD
5 2 (11.11%) CRM
5 2 (11.11%) ERP
5 2 (11.11%) ETL Development
5 2 (11.11%) MVC
5 2 (11.11%) OO
5 2 (11.11%) OOP
5 2 (11.11%) Project Management
5 2 (11.11%) Prototyping
5 2 (11.11%) Responsive Web Design
5 2 (11.11%) Waterfall
5 2 (11.11%) Web Design
6 1 (5.56%) Data Analysis
6 1 (5.56%) Kimball Methodology
6 1 (5.56%) Mentoring
Programming Languages
1 17 (94.44%) SQL
2 12 (66.67%) T-SQL
3 2 (11.11%) JavaScript
3 2 (11.11%) PHP
3 2 (11.11%) PL/SQL
3 2 (11.11%) X++
4 1 (5.56%) C#
4 1 (5.56%) PowerShell
Qualifications
1 2 (11.11%) Degree
Quality Assurance & Compliance
1 3 (16.67%) QA
Vendors
1 11 (61.11%) Microsoft
2 2 (11.11%) Oracle
2 2 (11.11%) Serena