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

3 months to
3 Dec 2016
Same period 2015 Same period 2014
Online Analytical Processing (OLAP)
Rank - 98 107
Permanent jobs citing OLAP 0 11 7
As % of all permanent IT jobs located in Edinburgh - 0.76% 0.46%
As % of the Database & Business Intelligence category - 2.95% 1.64%
Number of salaries quoted 0 8 2
Median salary - £42,500 £43,750
Median salary % change year-on-year
- -2.85%
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%
OLAP
Scotland

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 Edinburgh region.

Database & Business Intelligence Category
Edinburgh
Permanent IT job ads with a match in the
Database & Business Intelligence category
289 373 427
As % of all permanent IT jobs located in Edinburgh 26.98% 25.80% 28.28%
Number of salaries quoted 205 267 325
Median salary £42,500 £44,000 £41,000
Median salary % change year-on-year
-3.40% +7.31%
90% offered a salary of more than £31,500 £32,000 £32,500
10% offered a salary of more than £71,500 £55,000 £55,000
UK excluding London median salary £45,000 £42,500 £40,000
% change year-on-year
+5.88% +6.25%

OLAP
Jobs Demand Trend in Edinburgh

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

OLAP Jobs Demand Trend in Edinburgh

OLAP
Salary Trend in Edinburgh

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

OLAP Salary Trend in Edinburgh

OLAP
Top 30 Related IT Skills in Edinburgh

For the 6 months to 3 December 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 Edinburgh region with a requirement for OLAP.

1 14 (93.33%) Data Warehouse
1 14 (93.33%) Data Modelling
1 14 (93.33%) ETL
1 14 (93.33%) Finance
2 11 (73.33%) Games
2 11 (73.33%) Scrum
2 11 (73.33%) Agile Software Development
2 11 (73.33%) Retail
2 11 (73.33%) Informatica
2 11 (73.33%) Shell Script
2 11 (73.33%) Telecoms
2 11 (73.33%) Perl
2 11 (73.33%) Oracle
2 11 (73.33%) Software Engineering
2 11 (73.33%) Oracle OLAP
2 11 (73.33%) Kanban
2 11 (73.33%) Data Architecture
2 11 (73.33%) Hadoop
2 11 (73.33%) Apache Hive
2 11 (73.33%) REST
2 11 (73.33%) Data Governance
2 11 (73.33%) HBase
2 11 (73.33%) Big Data
2 11 (73.33%) Logical Data Model
2 11 (73.33%) Physical Data Model
3 4 (26.67%) Business Intelligence
3 4 (26.67%) SQL
4 3 (20.00%) SQL Server
4 3 (20.00%) MS Excel
4 3 (20.00%) SQL Server Reporting Services

OLAP
Top Related IT Skills in Edinburgh 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 (6.67%) SAS
Applications
1 3 (20.00%) MS Excel
Database & Business Intelligence
1 14 (93.33%) Data Warehouse
2 11 (73.33%) Apache Hive
2 11 (73.33%) Big Data
2 11 (73.33%) Hadoop
2 11 (73.33%) HBase
2 11 (73.33%) Oracle OLAP
3 3 (20.00%) Power BI
3 3 (20.00%) QlikView
3 3 (20.00%) Relational Database
3 3 (20.00%) SQL Server
3 3 (20.00%) SQL Server Analysis Services
3 3 (20.00%) SQL Server Integration Services
3 3 (20.00%) SQL Server Reporting Services
4 1 (6.67%) Base SAS
4 1 (6.67%) Data Mining
4 1 (6.67%) SAS Data Integration Studio
4 1 (6.67%) SAS Enterprise Guide
General
1 14 (93.33%) Finance
2 11 (73.33%) Games
2 11 (73.33%) Retail
2 11 (73.33%) Telecoms
Job Titles
1 11 (73.33%) Architect
1 11 (73.33%) Data Architect
2 4 (26.67%) Hadoop Architect
3 3 (20.00%) Technical Leader
Libraries, Frameworks & Software Standards
1 11 (73.33%) REST
2 3 (20.00%) MDX
Processes & Methodologies
1 14 (93.33%) Data Modelling
1 14 (93.33%) ETL
2 11 (73.33%) Agile Software Development
2 11 (73.33%) Data Architecture
2 11 (73.33%) Data Governance
2 11 (73.33%) Kanban
2 11 (73.33%) Logical Data Model
2 11 (73.33%) Physical Data Model
2 11 (73.33%) Scrum
2 11 (73.33%) Software Engineering
3 4 (26.67%) Business Intelligence
4 3 (20.00%) Data Transformation
4 3 (20.00%) Mentoring
5 1 (6.67%) Dashboard Development
Programming Languages
1 11 (73.33%) Perl
1 11 (73.33%) Shell Script
2 4 (26.67%) SQL
3 1 (6.67%) SAS Macro
Vendors
1 11 (73.33%) Informatica
1 11 (73.33%) Oracle
2 3 (20.00%) Microsoft
2 3 (20.00%) Tableau