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 21 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
21 Jan 2017
Same period 2016 Same period 2015
Online Analytical Processing (OLAP)
Scotland / Glasgow
Rank 78 - 95
Rank change year-on-year
- 0
Permanent jobs citing OLAP 5 0 1
As % of all permanent IT jobs located in Glasgow 0.56% - 0.095%
As % of the Database & Business Intelligence category 1.37% - 0.22%
Number of salaries quoted 1 0 1
Median salary £46,000 - £125,000
UK excluding London median salary £45,000 £42,500 £40,000
% change year-on-year
+5.88% +6.25%

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
365 506 450
As % of all permanent IT jobs located in Glasgow 40.69% 37.76% 42.90%
Number of salaries quoted 209 270 300
Median salary £45,000 £47,500 £40,000
Median salary % change year-on-year
-5.26% +18.75%
90% offered a salary of more than £33,500 £32,500 £30,000
10% offered a salary of more than £60,000 £57,500 £55,000
UK excluding London median salary £43,000 £42,500 £40,000
% change year-on-year
+1.17% +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 21 January 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 9 (100.00%) OLTP
2 6 (66.67%) UML
2 6 (66.67%) Data Modelling
2 6 (66.67%) MagicDraw
2 6 (66.67%) Data Architecture
2 6 (66.67%) Data Lake
3 5 (55.56%) ISO20022
3 5 (55.56%) Analytical Skills
3 5 (55.56%) Information Architecture
3 5 (55.56%) Data Quality
3 5 (55.56%) Migration
3 5 (55.56%) Data Warehouse
3 5 (55.56%) XML
3 5 (55.56%) ERwin
3 5 (55.56%) IBM
4 4 (44.44%) Star Schema
4 4 (44.44%) XML Schema
4 4 (44.44%) Back Office
4 4 (44.44%) Banking
4 4 (44.44%) Data Management
4 4 (44.44%) General Ledger
4 4 (44.44%) Data Integration
4 4 (44.44%) Taxonomies
4 4 (44.44%) Ontologies
4 4 (44.44%) Degree
4 4 (44.44%) Data Migration
4 4 (44.44%) Reference Data
4 4 (44.44%) Cash Management
4 4 (44.44%) Logical Data Model
4 4 (44.44%) Physical Data Model

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:

Cloud Services
1 1 (11.11%) Amazon AWS
1 1 (11.11%) Microsoft Azure
Database & Business Intelligence
1 9 (100.00%) OLTP
2 6 (66.67%) Data Lake
3 5 (55.56%) Data Warehouse
4 4 (44.44%) Star Schema
5 3 (33.33%) SQL Server
5 3 (33.33%) SQL Server 2005
5 3 (33.33%) SQL Server Integration Services
6 1 (11.11%) SQL Server 2012
Development Applications
1 6 (66.67%) MagicDraw
2 5 (55.56%) ERwin
General
1 4 (44.44%) Back Office
1 4 (44.44%) Banking
1 4 (44.44%) General Ledger
2 1 (11.11%) Finance
Job Titles
1 6 (66.67%) Architect
2 5 (55.56%) Information Architect
3 3 (33.33%) Developer
3 3 (33.33%) Senior Developer
3 3 (33.33%) Senior SQL Developer
3 3 (33.33%) SQL Developer
4 2 (22.22%) Senior Architect
4 2 (22.22%) Senior SQL Server Developer
4 2 (22.22%) SQL Server Developer
5 1 (11.11%) Data Architect
5 1 (11.11%) Data Modeller
5 1 (11.11%) Senior Data Architect
5 1 (11.11%) Senior Data Modeller
5 1 (11.11%) Senior Information Architect
Libraries, Frameworks & Software Standards
1 5 (55.56%) XML
2 4 (44.44%) XML Schema
Miscellaneous
1 5 (55.56%) Analytical Skills
2 4 (44.44%) Data Integration
2 4 (44.44%) Ontologies
2 4 (44.44%) Reference Data
2 4 (44.44%) Taxonomies
Processes & Methodologies
1 6 (66.67%) Data Architecture
1 6 (66.67%) Data Modelling
1 6 (66.67%) UML
2 5 (55.56%) Information Architecture
2 5 (55.56%) Migration
3 4 (44.44%) Cash Management
3 4 (44.44%) Data Lineage
3 4 (44.44%) Data Management
3 4 (44.44%) Data Migration
3 4 (44.44%) Logical Data Model
3 4 (44.44%) Metadata Management
3 4 (44.44%) Physical Data Model
4 3 (33.33%) Data Mapping
4 3 (33.33%) ETL
4 3 (33.33%) Mentoring
5 1 (11.11%) E-Commerce
5 1 (11.11%) Performance Tuning
5 1 (11.11%) Reverse Engineering
Programming Languages
1 3 (33.33%) SQL
1 3 (33.33%) T-SQL
2 1 (11.11%) C#
Qualifications
1 4 (44.44%) Degree
Quality Assurance & Compliance
1 5 (55.56%) Data Quality
1 5 (55.56%) ISO20022
Vendors
1 5 (55.56%) IBM
2 1 (11.11%) Microsoft