The table below looks at the statistics for Star Schema skills in IT jobs advertised for the Scotland region. Included is a guide to the salaries offered in IT jobs that have cited Star Schema over the 3 months to 24 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
24 Feb 2017
Same period 2016 Same period 2015
Star Schema
UK / Scotland
Rank - 147 -
Permanent jobs citing Star Schema 0 13 0
As % of all permanent IT jobs located in Scotland - 0.44% -
As % of the Database & Business Intelligence category - 1.39% -
Number of salaries quoted 0 11 0
Median salary - £40,000 -
UK excluding London median salary £45,000 £40,000 £38,500
% change year-on-year
+12.50% +3.89%

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 Scotland region.

Database & Business Intelligence Category
Scotland
Permanent IT job ads with a match in the
Database & Business Intelligence category
825 932 981
As % of all permanent IT jobs located in Scotland 36.33% 31.59% 30.69%
Number of salaries quoted 526 593 659
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 £31,000 £32,500 £32,500
10% offered a salary of more than £65,500 £55,000 £57,500
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

Star Schema
Jobs Demand Trend in Scotland

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

Star Schema Jobs Demand Trend in Scotland

Star Schema
Salary Trend in Scotland

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

Star Schema Salary Trend in Scotland

Star Schema
Top 30 Related IT Skills in Scotland

For the 6 months to 24 February 2017, IT jobs citing Star Schema 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 Star Schema.

1 5 (100.00%) Data Warehouse
1 5 (100.00%) Data Management
2 4 (80.00%) General Ledger
2 4 (80.00%) MagicDraw
2 4 (80.00%) Migration
2 4 (80.00%) Banking
2 4 (80.00%) Taxonomies
2 4 (80.00%) Ontologies
2 4 (80.00%) Degree
2 4 (80.00%) Data Migration
2 4 (80.00%) Reference Data
2 4 (80.00%) Data Integration
2 4 (80.00%) Data Architecture
2 4 (80.00%) Cash Management
2 4 (80.00%) Information Architecture
2 4 (80.00%) Data Modelling
2 4 (80.00%) OLAP
2 4 (80.00%) XML
2 4 (80.00%) UML
2 4 (80.00%) XML Schema
2 4 (80.00%) OLTP
2 4 (80.00%) IBM
2 4 (80.00%) ERwin
2 4 (80.00%) Back Office
2 4 (80.00%) Metadata Management
2 4 (80.00%) Analytical Skills
2 4 (80.00%) Logical Data Model
2 4 (80.00%) Physical Data Model
2 4 (80.00%) ISO20022
2 4 (80.00%) Data Quality

Star Schema
Top Related 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 (20.00%) SAS
Database & Business Intelligence
1 5 (100.00%) Data Warehouse
2 4 (80.00%) Data Lake
2 4 (80.00%) OLAP
2 4 (80.00%) OLTP
3 1 (20.00%) Base SAS
3 1 (20.00%) Relational Database
3 1 (20.00%) SAS Data Integration Studio
3 1 (20.00%) SAS EBI
3 1 (20.00%) SAS Visual Analytics
Development Applications
1 4 (80.00%) ERwin
1 4 (80.00%) MagicDraw
General
1 4 (80.00%) Back Office
1 4 (80.00%) Banking
1 4 (80.00%) General Ledger
2 1 (20.00%) Finance
Job Titles
1 4 (80.00%) Architect
1 4 (80.00%) Information Architect
2 1 (20.00%) Consultant
2 1 (20.00%) SAS Consultant
Libraries, Frameworks & Software Standards
1 4 (80.00%) XML
1 4 (80.00%) XML Schema
Miscellaneous
1 4 (80.00%) Analytical Skills
1 4 (80.00%) Reference Data
1 4 (80.00%) Taxonomies
2 1 (20.00%) Management Information System
Processes & Methodologies
1 5 (100.00%) Data Management
2 4 (80.00%) Cash Management
2 4 (80.00%) Data Architecture
2 4 (80.00%) Data Integration
2 4 (80.00%) Data Lineage
2 4 (80.00%) Data Migration
2 4 (80.00%) Data Modelling
2 4 (80.00%) Information Architecture
2 4 (80.00%) Logical Data Model
2 4 (80.00%) Metadata Management
2 4 (80.00%) Migration
2 4 (80.00%) Ontologies
2 4 (80.00%) Physical Data Model
2 4 (80.00%) Reference Data Management
2 4 (80.00%) UML
3 1 (20.00%) Analytics
3 1 (20.00%) Business Intelligence
3 1 (20.00%) ETL
3 1 (20.00%) Visual Analytics
3 1 (20.00%) Waterfall
Programming Languages
1 1 (20.00%) SQL
Qualifications
1 4 (80.00%) Degree
Quality Assurance & Compliance
1 4 (80.00%) Data Quality
1 4 (80.00%) ISO20022
Vendors
1 4 (80.00%) IBM