The table below looks at the statistics for OLAP skills in IT jobs advertised for the Glasgow region. Included is a guide to the salaries offered in IT jobs that have cited OLAP over the 3 months to 5 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
5 Dec 2016
Same period 2015 Same period 2014
Online Analytical Processing (OLAP)
Rank 78 - 100
Rank change year-on-year
- 0
Permanent jobs citing OLAP 7 0 2
As % of all permanent IT jobs located in Glasgow 0.71% - 0.19%
As % of the Database & Business Intelligence category 1.79% - 0.42%
Number of salaries quoted 1 0 1
Median salary £46,000 - £125,000
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 Glasgow region.

Database & Business Intelligence Category
Glasgow
Permanent IT job ads with a match in the
Database & Business Intelligence category
391 486 473
As % of all permanent IT jobs located in Glasgow 39.86% 37.76% 44.88%
Number of salaries quoted 228 293 307
Median salary £45,000 £42,500 £40,000
Median salary % change year-on-year
+5.88% +6.25%
90% offered a salary of more than £34,000 £32,500 £30,000
10% offered a salary of more than £58,000 £65,000 £52,500
UK excluding London median salary £45,000 £42,500 £40,000
% change year-on-year
+5.88% +6.25%

OLAP
Jobs Demand Trend in Glasgow

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

OLAP Jobs Demand Trend in Glasgow

OLAP
Salary Trend in Glasgow

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

OLAP Salary Trend in Glasgow

OLAP
Top 30 Related IT Skills in Glasgow

For the 6 months to 5 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 Glasgow region with a requirement for OLAP.

1 10 (100.00%) OLTP
2 6 (60.00%) Data Warehouse
2 6 (60.00%) Data Modelling
2 6 (60.00%) UML
2 6 (60.00%) MagicDraw
2 6 (60.00%) Data Architecture
2 6 (60.00%) Data Lake
3 5 (50.00%) ERwin
3 5 (50.00%) Information Architecture
3 5 (50.00%) Data Quality
3 5 (50.00%) Analytical Skills
3 5 (50.00%) ISO20022
3 5 (50.00%) IBM
3 5 (50.00%) Migration
3 5 (50.00%) Banking
3 5 (50.00%) XML
4 4 (40.00%) SQL
4 4 (40.00%) T-SQL
4 4 (40.00%) SQL Server
4 4 (40.00%) Star Schema
4 4 (40.00%) XML Schema
4 4 (40.00%) Data Management
4 4 (40.00%) Back Office
4 4 (40.00%) Data Lineage
4 4 (40.00%) Logical Data Model
4 4 (40.00%) Physical Data Model
4 4 (40.00%) Metadata Management
4 4 (40.00%) Cash Management
4 4 (40.00%) Data Integration
4 4 (40.00%) General Ledger

OLAP
Top Related 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:

Application Platforms
1 1 (10.00%) SharePoint
Applications
1 1 (10.00%) MS Excel
1 1 (10.00%) MS Office
Database & Business Intelligence
1 10 (100.00%) OLTP
2 6 (60.00%) Data Lake
2 6 (60.00%) Data Warehouse
3 4 (40.00%) SQL Server
3 4 (40.00%) Star Schema
4 3 (30.00%) SQL Server 2005
4 3 (30.00%) SQL Server Integration Services
5 1 (10.00%) QlikView
5 1 (10.00%) SQL Server 2012
5 1 (10.00%) SQL Server 2016
5 1 (10.00%) SQL Server Analysis Services
5 1 (10.00%) SQL Server Reporting Services
Development Applications
1 6 (60.00%) MagicDraw
2 5 (50.00%) ERwin
General
1 5 (50.00%) Banking
2 4 (40.00%) Back Office
2 4 (40.00%) General Ledger
3 1 (10.00%) Finance
3 1 (10.00%) Marketing
Job Titles
1 6 (60.00%) Architect
2 5 (50.00%) Information Architect
3 4 (40.00%) Developer
4 3 (30.00%) Senior Developer
4 3 (30.00%) Senior SQL Developer
4 3 (30.00%) SQL Developer
5 2 (20.00%) Senior Architect
5 2 (20.00%) Senior SQL Server Developer
5 2 (20.00%) SQL Server Developer
6 1 (10.00%) Business Intelligence Developer
6 1 (10.00%) Data Architect
6 1 (10.00%) Data Modeller
6 1 (10.00%) Junior
6 1 (10.00%) Junior Business Intelligence Developer
6 1 (10.00%) Junior Developer
6 1 (10.00%) Senior Data Architect
6 1 (10.00%) Senior Data Modeller
6 1 (10.00%) Senior Information Architect
Libraries, Frameworks & Software Standards
1 5 (50.00%) XML
2 4 (40.00%) XML Schema
3 1 (10.00%) COM
Miscellaneous
1 5 (50.00%) Analytical Skills
2 4 (40.00%) Data Integration
2 4 (40.00%) Ontologies
2 4 (40.00%) Reference Data
2 4 (40.00%) Taxonomies
Processes & Methodologies
1 6 (60.00%) Data Architecture
1 6 (60.00%) Data Modelling
1 6 (60.00%) UML
2 5 (50.00%) Information Architecture
2 5 (50.00%) Migration
3 4 (40.00%) Cash Management
3 4 (40.00%) Data Lineage
3 4 (40.00%) Data Management
3 4 (40.00%) Data Migration
3 4 (40.00%) Logical Data Model
3 4 (40.00%) Metadata Management
3 4 (40.00%) Physical Data Model
4 3 (30.00%) Data Mapping
4 3 (30.00%) ETL
4 3 (30.00%) Mentoring
5 1 (10.00%) Business Intelligence
5 1 (10.00%) E-Commerce
5 1 (10.00%) Performance Tuning
5 1 (10.00%) Reverse Engineering
Programming Languages
1 4 (40.00%) SQL
1 4 (40.00%) T-SQL
2 1 (10.00%) C#
Qualifications
1 4 (40.00%) Degree
Quality Assurance & Compliance
1 5 (50.00%) Data Quality
1 5 (50.00%) ISO20022
Vendors
1 5 (50.00%) IBM
2 2 (20.00%) Microsoft