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 10 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
10 Dec 2016
Same period 2015 Same period 2014
Star Schema
Rank 133 153 159
Rank change year-on-year
+20 +6
Permanent jobs citing Star Schema 5 10 6
As % of all permanent IT jobs located in Scotland 0.21% 0.32% 0.19%
As % of the Database & Business Intelligence category 0.66% 1.04% 0.56%
Number of salaries quoted 1 6 0
Median salary £80,000 £37,500 -
Median salary % change year-on-year
+113.33% -
UK excluding London median salary £46,000 £43,250 £48,000
% change year-on-year
+6.35% -9.89%
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
752 959 1080
As % of all permanent IT jobs located in Scotland 31.60% 31.15% 33.90%
Number of salaries quoted 487 624 738
Median salary £42,500 £43,553 £40,000
Median salary % change year-on-year
-2.41% +8.88%
90% offered a salary of more than £32,500 £32,500 £30,000
10% offered a salary of more than £60,000 £60,000 £55,000
UK excluding London median salary £45,000 £42,500 £40,000
% change year-on-year
+5.88% +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
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Star Schema within the Scotland region over the 3 months to 10 December 2016. 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
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Glasgow +20 4 - -
Star Schema
UK

Star Schema
Top 30 Related IT Skills in Scotland

For the 6 months to 10 December 2016, 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 6 (100.00%) Data Warehouse
1 6 (100.00%) Data Management
2 5 (83.33%) Data Modelling
2 5 (83.33%) Data Integration
2 5 (83.33%) Data Quality
2 5 (83.33%) Banking
3 4 (66.67%) Data Lineage
3 4 (66.67%) Data Lake
3 4 (66.67%) ISO20022
3 4 (66.67%) Analytical Skills
3 4 (66.67%) Logical Data Model
3 4 (66.67%) Physical Data Model
3 4 (66.67%) Data Architecture
3 4 (66.67%) Cash Management
3 4 (66.67%) Information Architecture
3 4 (66.67%) Metadata Management
3 4 (66.67%) OLAP
3 4 (66.67%) XML
3 4 (66.67%) UML
3 4 (66.67%) OLTP
3 4 (66.67%) IBM
3 4 (66.67%) ERwin
3 4 (66.67%) XML Schema
3 4 (66.67%) General Ledger
3 4 (66.67%) Back Office
3 4 (66.67%) Migration
3 4 (66.67%) Taxonomies
3 4 (66.67%) Ontologies
3 4 (66.67%) Degree
3 4 (66.67%) MagicDraw

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 (16.67%) SAS
Database & Business Intelligence
1 6 (100.00%) Data Warehouse
2 4 (66.67%) Data Lake
2 4 (66.67%) OLAP
2 4 (66.67%) OLTP
3 1 (16.67%) Base SAS
3 1 (16.67%) Enterprise Data Warehouse
3 1 (16.67%) Relational Database
3 1 (16.67%) SAS Data Integration Studio
3 1 (16.67%) SAS EBI
3 1 (16.67%) SAS Visual Analytics
Development Applications
1 4 (66.67%) ERwin
1 4 (66.67%) MagicDraw
General
1 5 (83.33%) Banking
2 4 (66.67%) Back Office
2 4 (66.67%) General Ledger
3 2 (33.33%) Finance
4 1 (16.67%) Marketing
Job Titles
1 4 (66.67%) Architect
1 4 (66.67%) Information Architect
2 1 (16.67%) Consultant
2 1 (16.67%) Data Modeller
2 1 (16.67%) SAS Consultant
Libraries, Frameworks & Software Standards
1 4 (66.67%) XML
1 4 (66.67%) XML Schema
Miscellaneous
1 5 (83.33%) Data Integration
2 4 (66.67%) Analytical Skills
2 4 (66.67%) Ontologies
2 4 (66.67%) Reference Data
2 4 (66.67%) Taxonomies
3 1 (16.67%) Management Information System
3 1 (16.67%) Statistics
Processes & Methodologies
1 6 (100.00%) Data Management
2 5 (83.33%) Data Modelling
3 4 (66.67%) Cash Management
3 4 (66.67%) Data Architecture
3 4 (66.67%) Data Lineage
3 4 (66.67%) Data Migration
3 4 (66.67%) Information Architecture
3 4 (66.67%) Logical Data Model
3 4 (66.67%) Metadata Management
3 4 (66.67%) Migration
3 4 (66.67%) Physical Data Model
3 4 (66.67%) UML
4 2 (33.33%) Analytics
5 1 (16.67%) Agile Software Development
5 1 (16.67%) ETL
5 1 (16.67%) Information Management
5 1 (16.67%) Master Data Management
5 1 (16.67%) Remediation Plan
5 1 (16.67%) Visual Analytics
5 1 (16.67%) Waterfall
Programming Languages
1 2 (33.33%) SQL
Qualifications
1 4 (66.67%) Degree
Quality Assurance & Compliance
1 5 (83.33%) Data Quality
2 4 (66.67%) ISO20022
3 1 (16.67%) QA
Vendors
1 4 (66.67%) IBM
2 1 (16.67%) Oracle