The following table provides summary statistics for permanent job vacancies advertised in Scotland with a requirement for OLAP skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited OLAP over the 3 months to 26 June 2017 with a comparison to the same period in the previous 2 years.

Online Analytical Processing (OLAP)
UK / Scotland
3 months to
26 Jun 2017
Same period 2016 Same period 2015
Rank 156 147 139
Rank change year-on-year -9 -8  
Permanent jobs citing OLAP 1 15 27
As % of all permanent IT jobs advertised in Scotland 0.037% 0.53% 0.86%
As % of the Database & Business Intelligence category 0.10% 1.66% 2.52%
Number of salaries quoted 0 10 11
Median salary - £50,000 £42,500
Median salary % change year-on-year - +17.64%  
UK excluding London median salary £42,500 £46,750 £40,000
% change year-on-year -9.09% +16.87%  

OLAP 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 Scotland with a requirement for database and business intelligence skills.

Database & Business Intelligence Skills
Scotland
Permanent job vacancies with a requirement for database and business intelligence skills 999 902 1070
As % of all permanent IT job vacancies advertised in Scotland 37.10% 31.85% 33.99%
Number of salaries quoted 631 426 678
Median salary £43,000 £45,000 £42,500
Median salary % change year-on-year -4.44% +5.88%  
90% offered a salary of more than £30,000 £31,000 £30,050
10% offered a salary of more than £70,000 £60,000 £60,000
UK excluding London median salary £42,500 £42,500 £41,500
% change year-on-year - +2.40%  

OLAP
Job Vacancy Trend in Scotland

The job posting trend of jobs advertised in Scotland citing OLAP as a proportion of all permanent or contract IT jobs with a match in the Database & Business Intelligence category.

Job vacancy trend for OLAP in Scotland

OLAP
Salary Trend in Scotland

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

Salary trend for OLAP in Scotland

OLAP
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing OLAP within the Scotland region over the 3 months to 26 June 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
Edinburgh -14 1 - -
OLAP
UK

For the 6 months to 26 June 2017, 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 Scotland region with a requirement for OLAP.

1 6 (100.00%) SQL
2 5 (83.33%) SQL Server
3 3 (50.00%) T-SQL
3 3 (50.00%) Oracle
3 3 (50.00%) ETL
3 3 (50.00%) OLTP
3 3 (50.00%) Finance
3 3 (50.00%) SQL Server 2005
3 3 (50.00%) SQL Server Integration Services
3 3 (50.00%) Oracle OLAP
3 3 (50.00%) Continuous Improvement
3 3 (50.00%) Analytics
4 2 (33.33%) SQL Server 2012
4 2 (33.33%) SQL Server Reporting Services
4 2 (33.33%) Data Analysis
4 2 (33.33%) OLAP Cube
4 2 (33.33%) ETL Development
4 2 (33.33%) Business Intelligence
4 2 (33.33%) Replication
4 2 (33.33%) Clustering
4 2 (33.33%) Microsoft Excel
4 2 (33.33%) MS Access
5 1 (16.67%) Cognos
5 1 (16.67%) DTS
5 1 (16.67%) E-Commerce
5 1 (16.67%) SAP
5 1 (16.67%) Unix
5 1 (16.67%) Python
5 1 (16.67%) Microsoft
5 1 (16.67%) Informatica

OLAP
Co-occurring IT Skills in Scotland 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 (16.67%) SAS
Applications
1 2 (33.33%) Microsoft Excel
Business Applications
1 1 (16.67%) Cognos Business Intelligence
Cloud Services
1 1 (16.67%) Amazon AWS
1 1 (16.67%) Microsoft Azure
Database & Business Intelligence
1 5 (83.33%) SQL Server
2 3 (50.00%) OLTP
2 3 (50.00%) Oracle OLAP
2 3 (50.00%) SQL Server 2005
2 3 (50.00%) SQL Server Integration Services
3 2 (33.33%) MS Access
3 2 (33.33%) OLAP Cube
3 2 (33.33%) SQL Server 2012
3 2 (33.33%) SQL Server Reporting Services
4 1 (16.67%) Base SAS
4 1 (16.67%) Cognos Report Studio
4 1 (16.67%) DTS
4 1 (16.67%) InterSystems Cache
4 1 (16.67%) QlikView
4 1 (16.67%) SAS Data Integration Studio
4 1 (16.67%) SAS Enterprise Guide
4 1 (16.67%) SQL Server 2016
General
1 3 (50.00%) Finance
Job Titles
1 2 (33.33%) Analyst
1 2 (33.33%) Data Analyst
1 2 (33.33%) DBA
1 2 (33.33%) SQL Analyst
1 2 (33.33%) SQL Data Analyst
2 1 (16.67%) Administrator
2 1 (16.67%) Analytics Consultant
2 1 (16.67%) Business Intelligence Analyst
2 1 (16.67%) Business Intelligence Data Analyst
2 1 (16.67%) Consultant
2 1 (16.67%) Data Consultant
2 1 (16.67%) Developer
2 1 (16.67%) Management Consultant
2 1 (16.67%) Senior Developer
2 1 (16.67%) Senior SQL Developer
2 1 (16.67%) Senior SQL Server Developer
2 1 (16.67%) SQL DBA
2 1 (16.67%) SQL Developer
2 1 (16.67%) SQL Server Developer
2 1 (16.67%) Strategy Analyst
Miscellaneous
1 2 (33.33%) Clustering
1 2 (33.33%) Replication
2 1 (16.67%) Analytical Skills
Operating Systems
1 1 (16.67%) Unix
Processes & Methodologies
1 3 (50.00%) Analytics
1 3 (50.00%) Continuous Improvement
1 3 (50.00%) ETL
2 2 (33.33%) Business Intelligence
2 2 (33.33%) Data Analysis
2 2 (33.33%) ETL Development
3 1 (16.67%) Customer Analytics
3 1 (16.67%) Data Management
3 1 (16.67%) Data Mapping
3 1 (16.67%) Database Tuning
3 1 (16.67%) E-Commerce
3 1 (16.67%) High Availability
3 1 (16.67%) Mentoring
3 1 (16.67%) Migration
3 1 (16.67%) Performance Tuning
Programming Languages
1 6 (100.00%) SQL
2 3 (50.00%) T-SQL
3 1 (16.67%) Python
Vendors
1 3 (50.00%) Oracle
2 1 (16.67%) Cognos
2 1 (16.67%) Informatica
2 1 (16.67%) Microsoft
2 1 (16.67%) SAP
2 1 (16.67%) Tableau
2 1 (16.67%) Teradata
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