Period
to 18 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Glasgow 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 6 months to 18 November 2017 with a comparison to the same period in the previous 2 years.

Star Schema
Scotland > Glasgow
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 138 127 152
Rank change year-on-year -11 +25 +1
Permanent jobs citing Star Schema 7 9 5
As % of all permanent IT jobs advertised in Glasgow 0.31% 0.42% 0.19%
As % of the Database & Business Intelligence category 0.80% 1.08% 0.50%
Number of salaries quoted 4 2 0
Glasgow median annual salary £66,000 £47,500 -
Median salary % change year-on-year +38.95% - -
Scotland median annual salary £66,000 £47,500 £37,500
% change year-on-year +38.95% +26.67% -

Star Schema is in the Databases and Business Intelligence category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Glasgow with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Glasgow
Permanent vacancies with a requirement for database or business intelligence skills 875 832 991
As % of all permanent IT jobs advertised in Glasgow 38.38% 38.43% 38.55%
Number of salaries quoted 506 404 616
Glasgow median annual salary £45,000 £42,500 £41,500
Median salary % change year-on-year +5.88% +2.41% +4.73%
10th Percentile £31,500 £29,075 £28,750
90th Percentile £68,750 £61,250 £60,000
Scotland median annual salary £41,750 £42,500 £40,000
% change year-on-year -1.76% +6.25% -

Star Schema
Job Vacancy Trend in Glasgow

Job postings citing Star Schema as a percentage of all IT jobs advertised in Glasgow.

Job vacancy trend for Star Schema in Glasgow

Star Schema
Salary Trend in Glasgow

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

Salary trend for Star Schema in Glasgow

For the 6 months to 18 November 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 Glasgow region with a requirement for Star Schema.

1 5 (71.43%) Data Modelling
1 5 (71.43%) Data Integration
2 4 (57.14%) Business Intelligence
2 4 (57.14%) SQL
3 3 (42.86%) XML
3 3 (42.86%) Data Mining
3 3 (42.86%) Snowflake Schema
3 3 (42.86%) UML
3 3 (42.86%) Data Warehouse
3 3 (42.86%) Microsoft
3 3 (42.86%) ERwin
3 3 (42.86%) XML Schema
3 3 (42.86%) Migration
3 3 (42.86%) Data Analysis
3 3 (42.86%) MagicDraw
3 3 (42.86%) Data Architecture
3 3 (42.86%) Taxonomies
3 3 (42.86%) Data Migration
3 3 (42.86%) Analytics
3 3 (42.86%) Metadata Management
3 3 (42.86%) Relational Database
4 2 (28.57%) Data Quality
4 2 (28.57%) Data Analytics
4 2 (28.57%) Analytical Skills
4 2 (28.57%) Logical Data Model
4 2 (28.57%) ISO 20022
4 2 (28.57%) Reference Data Management
4 2 (28.57%) Conceptual Models
4 2 (28.57%) Data Strategy
4 2 (28.57%) Reference Data

Star Schema
Co-occurring 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 (14.29%) SAS
Database & Business Intelligence
1 3 (42.86%) Data Mining
1 3 (42.86%) Data Warehouse
1 3 (42.86%) Relational Database
1 3 (42.86%) Snowflake Schema
2 2 (28.57%) GIS
3 1 (14.29%) SAS Data Integration Studio
3 1 (14.29%) SAS EBI
3 1 (14.29%) SAS Visual Analytics
3 1 (14.29%) SQL Server Analysis Services
3 1 (14.29%) SQL Server Integration Services
3 1 (14.29%) SQL Server Reporting Services
Development Applications
1 3 (42.86%) ERwin
1 3 (42.86%) MagicDraw
2 1 (14.29%) Team Foundation Server
2 1 (14.29%) VSS/SourceSafe
General
1 1 (14.29%) Finance
Job Titles
1 5 (71.43%) Architect
2 3 (42.86%) Information Architect
3 2 (28.57%) Data Architect
3 2 (28.57%) Lead Architect
4 1 (14.29%) Consultant
4 1 (14.29%) Developer
4 1 (14.29%) ETL Developer
4 1 (14.29%) SAS Consultant
4 1 (14.29%) Senior Architect
4 1 (14.29%) Senior Information Architect
Libraries, Frameworks & Software Standards
1 3 (42.86%) XML
1 3 (42.86%) XML Schema
Miscellaneous
1 3 (42.86%) Taxonomies
2 2 (28.57%) Analytical Skills
2 2 (28.57%) Equities
2 2 (28.57%) Fixed Income
2 2 (28.57%) Reference Data
3 1 (14.29%) Mainframe
Operating Systems
1 1 (14.29%) Unix
1 1 (14.29%) Windows
Processes & Methodologies
1 5 (71.43%) Data Integration
1 5 (71.43%) Data Modelling
2 4 (57.14%) Business Intelligence
3 3 (42.86%) Analytics
3 3 (42.86%) Data Analysis
3 3 (42.86%) Data Architecture
3 3 (42.86%) Data Migration
3 3 (42.86%) Metadata Management
3 3 (42.86%) Migration
3 3 (42.86%) UML
4 2 (28.57%) Conceptual Models
4 2 (28.57%) Data Analytics
4 2 (28.57%) Data Management
4 2 (28.57%) Data Strategy
4 2 (28.57%) ETL
4 2 (28.57%) Logical Data Model
4 2 (28.57%) Reference Data Management
5 1 (14.29%) Creative Thinking
5 1 (14.29%) Data Cleansing
5 1 (14.29%) Performance Tuning
Programming Languages
1 4 (57.14%) SQL
Qualifications
1 1 (14.29%) Degree
Quality Assurance & Compliance
1 2 (28.57%) Data Quality
1 2 (28.57%) ISO 20022
Vendors
1 3 (42.86%) Microsoft
2 2 (28.57%) IBM
2 2 (28.57%) Oracle