The following table provides summary statistics for permanent job vacancies advertised in Scotland with a requirement for Star Schema skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Star Schema over the 3 months to 28 March 2017 with a comparison to the same period in the previous 2 years.

Star Schema
UK / Scotland
3 months to
28 Mar 2017
Same period 2016 Same period 2015
Rank - 150 -
Permanent jobs citing Star Schema 0 11 0
As % of all permanent IT jobs advertised in Scotland - 0.38% -
As % of the Database & Business Intelligence category - 1.25% -
Number of salaries quoted 0 9 0
Median salary - £40,000 -
UK excluding London median salary £45,000 £40,000 £42,500
% change year-on-year +12.50% -5.88%  

Star Schema 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 Scotland with a requirement for database and business intelligence skills.

Database & Business Intelligence Skills
Scotland
Permanent job vacancies with a requirement for database and business intelligence skills 930 883 930
As % of all permanent IT job vacancies advertised in Scotland 40.03% 30.11% 29.89%
Number of salaries quoted 552 560 590
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 £31,500 £32,500 £32,000
10% offered a salary of more than £70,000 £55,000 £57,500
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year - +6.25%  

Star Schema
Job Vacancy Trend in Scotland

The job posting trend of jobs advertised in Scotland citing Star Schema as a proportion of all permanent or contract IT jobs with a match in the Database & Business Intelligence category.

Job vacancy trend for Star Schema 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 in Scotland.

Salary trend for Star Schema in Scotland

Star Schema
Top 30 Co-occurring IT Skills in Scotland

For the 6 months to 28 March 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
Co-occurring 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%) Geospatial Data
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%) Conceptual Models
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
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
Glasgow, Lanarkshire
Empiric.com
Salary: From £60,000 to £75,000 per annum Bonus and Benefits package
Posted: 4 days ago