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 average salaries offered in IT jobs that have cited Star Schema over the 3 months to 21 October 2014 with a comparison to the same period in the previous 2 years.

Location
3 months to
21 Oct 2014
Same period 2013 Same period 2012
Star Schema
Rank 156 155 153
Rank change year-on-year
-1 -2
Permanent jobs citing Star Schema 6 5 7
As % of all permanent IT jobs located in Scotland 0.18% 0.16% 0.22%
As % of the Database & Business Intelligence category 0.57% 0.45% 0.74%
Number of salaries quoted 0 0 6
Average salary - - £55,000
UK excluding London average salary £48,000 £47,500 £43,500
% change year-on-year
+1.05% +9.19%
Star Schema
UK

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
1057 1121 944
As % of all permanent IT jobs located in Scotland 31.17% 35.37% 29.64%
Number of salaries quoted 674 706 654
Average salary £40,000 £41,750 £39,000
Average salary % change year-on-year
-4.19% +7.05%
90% offered a salary of more than £30,000 £30,000 £30,000
10% offered a salary of more than £55,000 £54,700 £57,500
UK excluding London average salary £40,000 £40,000 £40,000

Star Schema
Jobs Demand Trend in Scotland

This chart provides a 3-month moving total of permanent IT jobs citing Star Schema across the Scotland region as a proportion of the total demand within 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
Job Locations in Scotland

The table below looks at the demand and provides a guide to the average salaries quoted in IT jobs citing Star Schema within the Scotland region over the 3 months to 21 October 2014. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Use links below to see detailed
statistics and historical trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Average Salary
Last 3 Months
Average Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Glasgow -3 5 - -
Edinburgh - 1 - -
Star Schema
UK

Star Schema
Top 30 Related IT Skills in Scotland

For the 6 months to 21 October 2014, IT jobs across the Scotland region citing Star Schema also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Star Schema.

1 8 (88.89%) ETL
2 7 (77.78%) SQL
2 7 (77.78%) Agile Software Development
3 6 (66.67%) Banking
4 5 (55.56%) Retail
4 5 (55.56%) SQL Server Reporting Services
4 5 (55.56%) Telecoms
4 5 (55.56%) Finance
4 5 (55.56%) SQL Server Integration Services
4 5 (55.56%) Python
4 5 (55.56%) SharePoint
4 5 (55.56%) SAP
4 5 (55.56%) XML
4 5 (55.56%) C#
4 5 (55.56%) Data Modelling
4 5 (55.56%) Snowflake Schema
4 5 (55.56%) SQL Server Analysis Services
4 5 (55.56%) Team Foundation Server
4 5 (55.56%) Predictive Modelling
4 5 (55.56%) Waterfall
4 5 (55.56%) Data Cleansing
4 5 (55.56%) Performance Tuning
5 4 (44.44%) UNIX
5 4 (44.44%) Oracle
6 2 (22.22%) OLAP
6 2 (22.22%) Data Warehouse
6 2 (22.22%) ISEB
6 2 (22.22%) Informatica
6 2 (22.22%) FTP
6 2 (22.22%) Business Intelligence

Star Schema
Top Related IT Skills in Scotland by Category

For the 6 months to 21 October 2014, IT jobs across the Scotland region citing Star Schema also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Star Schema. Up to 20 skills are shown per category.

Application Platforms
1 5 (55.56%) SharePoint
Communications & Networking
1 2 (22.22%) FTP
Database & Business Intelligence
1 5 (55.56%) SQL Server Reporting Services
1 5 (55.56%) SQL Server Integration Services
1 5 (55.56%) Snowflake Schema
1 5 (55.56%) SQL Server Analysis Services
2 2 (22.22%) OLAP
2 2 (22.22%) Data Warehouse
2 2 (22.22%) Oracle Discoverer
2 2 (22.22%) Data Mart
2 2 (22.22%) Oracle OLAP
3 1 (11.11%) Oracle Reports
Development Applications
1 5 (55.56%) Team Foundation Server
General
1 6 (66.67%) Banking
2 5 (55.56%) Retail
2 5 (55.56%) Telecoms
2 5 (55.56%) Finance
Job Titles
1 7 (77.78%) Developer
2 5 (55.56%) ETL Developer
3 2 (22.22%) Analyst
3 2 (22.22%) Test Analyst
3 2 (22.22%) Data Analyst
3 2 (22.22%) Data Warehouse Developer
4 1 (11.11%) Data Migration Analyst
Libraries, Frameworks & Software Standards
1 5 (55.56%) XML
Miscellaneous
1 1 (11.11%) Data Integration
Operating Systems
1 4 (44.44%) UNIX
Processes & Methodologies
1 8 (88.89%) ETL
2 7 (77.78%) Agile Software Development
3 5 (55.56%) Data Modelling
3 5 (55.56%) Predictive Modelling
3 5 (55.56%) Waterfall
3 5 (55.56%) Data Cleansing
3 5 (55.56%) Performance Tuning
4 2 (22.22%) Business Intelligence
4 2 (22.22%) Scrum
4 2 (22.22%) Dimensional Modelling
5 1 (11.11%) Data Migration
5 1 (11.11%) Analytics
5 1 (11.11%) Disaster Recovery
5 1 (11.11%) Load Balancing
5 1 (11.11%) Migration
Programming Languages
1 7 (77.78%) SQL
2 5 (55.56%) Python
2 5 (55.56%) C#
Qualifications
1 2 (22.22%) ISEB
1 2 (22.22%) ISTQB
Vendors
1 5 (55.56%) SAP
2 4 (44.44%) Oracle
3 2 (22.22%) Informatica
3 2 (22.22%) Vertica