The following table provides summary statistics for permanent job vacancies advertised in Glasgow 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 24 June 2017 with a comparison to the same period in the previous 2 years.

Online Analytical Processing (OLAP)
Scotland / Glasgow
3 months to
24 Jun 2017
Same period 2016 Same period 2015
Rank - 105 101
Permanent jobs citing OLAP 0 5 7
As % of all permanent IT jobs advertised in Glasgow - 0.39% 0.55%
As % of the Database & Business Intelligence category - 0.98% 1.43%
Number of salaries quoted 0 0 6
Median salary - - £45,000
UK excluding London median salary £42,500 £45,500 £40,000
% change year-on-year -6.59% +13.75%  

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 Glasgow with a requirement for database and business intelligence skills.

Database & Business Intelligence Skills
Glasgow
Permanent job vacancies with a requirement for database and business intelligence skills 528 508 488
As % of all permanent IT job vacancies advertised in Glasgow 44.78% 39.38% 38.24%
Number of salaries quoted 314 209 287
Median salary £45,000 £45,500 £43,500
Median salary % change year-on-year -1.09% +4.59%  
90% offered a salary of more than £30,500 £31,000 £32,500
10% offered a salary of more than £75,000 £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 Glasgow

The job posting trend of jobs advertised in Glasgow 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 Glasgow

OLAP
Salary Trend in Glasgow

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

Salary trend for OLAP in Glasgow

For the 6 months to 24 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 Glasgow region with a requirement for OLAP.

1 5 (100.00%) SQL Server
1 5 (100.00%) SQL
2 3 (60.00%) T-SQL
2 3 (60.00%) ETL
2 3 (60.00%) OLTP
2 3 (60.00%) SQL Server 2005
2 3 (60.00%) SQL Server Integration Services
2 3 (60.00%) Continuous Improvement
3 2 (40.00%) SQL Server 2012
3 2 (40.00%) Analytics
3 2 (40.00%) OLAP Cube
3 2 (40.00%) ETL Development
3 2 (40.00%) SQL Server Reporting Services
3 2 (40.00%) Data Analysis
3 2 (40.00%) Oracle OLAP
3 2 (40.00%) Replication
3 2 (40.00%) Clustering
3 2 (40.00%) Finance
3 2 (40.00%) Oracle
3 2 (40.00%) Microsoft Excel
3 2 (40.00%) MS Access
4 1 (20.00%) DTS
4 1 (20.00%) E-Commerce
4 1 (20.00%) Business Intelligence
4 1 (20.00%) Migration
4 1 (20.00%) Microsoft
4 1 (20.00%) InterSystems Cache
4 1 (20.00%) Data Mapping
4 1 (20.00%) Database Tuning
4 1 (20.00%) Microsoft Azure

OLAP
Co-occurring IT Skills in Glasgow 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:

Applications
1 2 (40.00%) Microsoft Excel
Cloud Services
1 1 (20.00%) Amazon AWS
1 1 (20.00%) Microsoft Azure
Database & Business Intelligence
1 5 (100.00%) SQL Server
2 3 (60.00%) OLTP
2 3 (60.00%) SQL Server 2005
2 3 (60.00%) SQL Server Integration Services
3 2 (40.00%) MS Access
3 2 (40.00%) OLAP Cube
3 2 (40.00%) Oracle OLAP
3 2 (40.00%) SQL Server 2012
3 2 (40.00%) SQL Server Reporting Services
4 1 (20.00%) DTS
4 1 (20.00%) InterSystems Cache
4 1 (20.00%) SQL Server 2016
General
1 2 (40.00%) Finance
Job Titles
1 2 (40.00%) Analyst
1 2 (40.00%) Data Analyst
1 2 (40.00%) DBA
1 2 (40.00%) SQL Analyst
1 2 (40.00%) SQL Data Analyst
2 1 (20.00%) Administrator
2 1 (20.00%) Business Intelligence Analyst
2 1 (20.00%) Business Intelligence Data Analyst
2 1 (20.00%) Developer
2 1 (20.00%) Senior Developer
2 1 (20.00%) Senior SQL Developer
2 1 (20.00%) Senior SQL Server Developer
2 1 (20.00%) SQL DBA
2 1 (20.00%) SQL Developer
2 1 (20.00%) SQL Server Developer
2 1 (20.00%) Strategy Analyst
Miscellaneous
1 2 (40.00%) Clustering
1 2 (40.00%) Replication
Processes & Methodologies
1 3 (60.00%) Continuous Improvement
1 3 (60.00%) ETL
2 2 (40.00%) Analytics
2 2 (40.00%) Data Analysis
2 2 (40.00%) ETL Development
3 1 (20.00%) Business Intelligence
3 1 (20.00%) Data Mapping
3 1 (20.00%) Database Tuning
3 1 (20.00%) E-Commerce
3 1 (20.00%) High Availability
3 1 (20.00%) Mentoring
3 1 (20.00%) Migration
3 1 (20.00%) Performance Tuning
Programming Languages
1 5 (100.00%) SQL
2 3 (60.00%) T-SQL
Vendors
1 2 (40.00%) Oracle
2 1 (20.00%) Microsoft
Glasgow
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