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 26 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
26 Feb 2017
Same period 2016 Same period 2015
Online Analytical Processing (OLAP)
Scotland / Glasgow
Rank 80 108 -
Rank change year-on-year
+28 -
Permanent jobs citing OLAP 5 1 0
As % of all permanent IT jobs located in Glasgow 0.56% 0.073% -
As % of the Database & Business Intelligence category 1.29% 0.19% -
Number of salaries quoted 4 1 0
Median salary £38,000 £40,000 -
Median salary % change year-on-year
-5.00% -
UK excluding London median salary £45,000 £46,750 £41,750
% change year-on-year
-3.74% +11.97%

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
389 513 446
As % of all permanent IT jobs located in Glasgow 43.27% 37.61% 38.61%
Number of salaries quoted 233 283 294
Median salary £42,500 £47,500 £40,000
Median salary % change year-on-year
-10.52% +18.75%
90% offered a salary of more than £29,000 £32,500 £32,500
10% offered a salary of more than £58,000 £55,000 £55,000
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +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 26 February 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 10 (83.33%) OLTP
2 6 (50.00%) Data Modelling
2 6 (50.00%) SQL
2 6 (50.00%) SQL Server
2 6 (50.00%) UML
2 6 (50.00%) Migration
2 6 (50.00%) MagicDraw
2 6 (50.00%) Data Architecture
2 6 (50.00%) Data Lake
3 5 (41.67%) Data Quality
3 5 (41.67%) Analytical Skills
3 5 (41.67%) ISO20022
3 5 (41.67%) Information Architecture
3 5 (41.67%) IBM
3 5 (41.67%) ERwin
3 5 (41.67%) Data Warehouse
3 5 (41.67%) XML
4 4 (33.33%) T-SQL
4 4 (33.33%) ETL
4 4 (33.33%) XML Schema
4 4 (33.33%) Star Schema
4 4 (33.33%) Back Office
4 4 (33.33%) Banking
4 4 (33.33%) Data Management
4 4 (33.33%) SQL Server 2005
4 4 (33.33%) SQL Server Integration Services
4 4 (33.33%) General Ledger
4 4 (33.33%) Data Integration
4 4 (33.33%) Cash Management
4 4 (33.33%) Data Migration

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:

Applications
1 3 (25.00%) MS Excel
Cloud Services
1 1 (8.33%) Amazon AWS
1 1 (8.33%) Microsoft Azure
Database & Business Intelligence
1 10 (83.33%) OLTP
2 6 (50.00%) Data Lake
2 6 (50.00%) SQL Server
3 5 (41.67%) Data Warehouse
4 4 (33.33%) SQL Server 2005
4 4 (33.33%) SQL Server Integration Services
4 4 (33.33%) Star Schema
5 3 (25.00%) SQL Server 2012
6 2 (16.67%) MS Access
6 2 (16.67%) OLAP Cube
6 2 (16.67%) Oracle OLAP
6 2 (16.67%) SQL Server Reporting Services
7 1 (8.33%) DTS
7 1 (8.33%) InterSystems Cache
7 1 (8.33%) SQL Server 2016
Development Applications
1 6 (50.00%) MagicDraw
2 5 (41.67%) ERwin
General
1 4 (33.33%) Back Office
1 4 (33.33%) Banking
1 4 (33.33%) General Ledger
2 3 (25.00%) Finance
Job Titles
1 6 (50.00%) Architect
2 5 (41.67%) Information Architect
3 2 (16.67%) Analyst
3 2 (16.67%) Data Analyst
3 2 (16.67%) DBA
3 2 (16.67%) Developer
3 2 (16.67%) Senior Architect
3 2 (16.67%) Senior Developer
3 2 (16.67%) Senior SQL Developer
3 2 (16.67%) SQL Analyst
3 2 (16.67%) SQL Data Analyst
3 2 (16.67%) SQL Developer
4 1 (8.33%) Business Intelligence Analyst
4 1 (8.33%) Business Intelligence Data Analyst
4 1 (8.33%) Data Modeller
4 1 (8.33%) Senior Data Modeller
4 1 (8.33%) Senior Information Architect
4 1 (8.33%) Senior SQL Server Developer
4 1 (8.33%) SQL DBA
4 1 (8.33%) SQL Server Developer
Libraries, Frameworks & Software Standards
1 5 (41.67%) XML
2 4 (33.33%) XML Schema
Miscellaneous
1 5 (41.67%) Analytical Skills
2 4 (33.33%) Reference Data
2 4 (33.33%) Taxonomies
3 2 (16.67%) Clustering
3 2 (16.67%) Replication
Processes & Methodologies
1 6 (50.00%) Data Architecture
1 6 (50.00%) Data Modelling
1 6 (50.00%) Migration
1 6 (50.00%) UML
2 5 (41.67%) Information Architecture
3 4 (33.33%) Cash Management
3 4 (33.33%) Data Integration
3 4 (33.33%) Data Lineage
3 4 (33.33%) Data Management
3 4 (33.33%) Data Migration
3 4 (33.33%) ETL
3 4 (33.33%) Logical Data Model
3 4 (33.33%) Metadata Management
3 4 (33.33%) Ontologies
3 4 (33.33%) Physical Data Model
3 4 (33.33%) Reference Data Management
4 3 (25.00%) Continuous Improvement
5 2 (16.67%) Analytics
5 2 (16.67%) Mentoring
5 2 (16.67%) Performance Tuning
Programming Languages
1 6 (50.00%) SQL
2 4 (33.33%) T-SQL
3 1 (8.33%) C#
Qualifications
1 4 (33.33%) Degree
Quality Assurance & Compliance
1 5 (41.67%) Data Quality
1 5 (41.67%) ISO20022
Vendors
1 5 (41.67%) IBM
2 2 (16.67%) Microsoft
2 2 (16.67%) Oracle