The following table provides summary statistics for permanent job vacancies advertised in Yorkshire 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 24 June 2017 with a comparison to the same period in the previous 2 years.

Star Schema
England / Yorkshire
3 months to
24 Jun 2017
Same period 2016 Same period 2015
Rank 232 236 264
Rank change year-on-year +4 +28  
Permanent jobs citing Star Schema 2 3 3
As % of all permanent IT jobs advertised in Yorkshire 0.037% 0.053% 0.044%
As % of the Database & Business Intelligence category 0.11% 0.17% 0.13%
Number of salaries quoted 2 3 3
Median salary £41,250 £42,500 £38,500
Median salary % change year-on-year -2.94% +10.38%  
90% offered a salary of more than £38,250 £38,500 £37,700
10% offered a salary of more than £44,250 £46,500 £41,700
UK excluding London median salary £48,500 £52,500 £43,500
% change year-on-year -7.61% +20.68%  

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 Yorkshire with a requirement for database and business intelligence skills.

Database & Business Intelligence Skills
Yorkshire
Permanent job vacancies with a requirement for database and business intelligence skills 1743 1739 2368
As % of all permanent IT job vacancies advertised in Yorkshire 32.58% 30.63% 34.76%
Number of salaries quoted 1513 1429 2047
Median salary £43,000 £40,000 £40,000
Median salary % change year-on-year +7.50% -  
90% offered a salary of more than £30,000 £30,000 £30,000
10% offered a salary of more than £60,000 £57,500 £56,500
UK excluding London median salary £42,500 £42,500 £41,500
% change year-on-year - +2.40%  

Star Schema
Job Vacancy Trend in Yorkshire

The job posting trend of jobs advertised in Yorkshire 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 Yorkshire

Star Schema
Salary Trend in Yorkshire

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

Salary trend for Star Schema in Yorkshire

Star Schema
Job Locations in Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Star Schema within the Yorkshire region over the 3 months to 24 June 2017. 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 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
West Yorkshire - 1 £45,000 -
East Yorkshire - 1 £37,500 -
Star Schema
England

For the 6 months to 24 June 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 Yorkshire region with a requirement for Star Schema.

1 7 (100.00%) Data Warehouse
1 7 (100.00%) ETL
2 6 (85.71%) SQL Server Reporting Services
2 6 (85.71%) SQL Server Integration Services
2 6 (85.71%) Data Modelling
2 6 (85.71%) SQL
3 5 (71.43%) SQL Server
3 5 (71.43%) C#
3 5 (71.43%) Mentoring
4 4 (57.14%) SQL Server 2014
4 4 (57.14%) Data Visualisation
4 4 (57.14%) Visualisation
4 4 (57.14%) Microsoft Azure
4 4 (57.14%) T-SQL
4 4 (57.14%) .NET
4 4 (57.14%) Business Intelligence
4 4 (57.14%) Microsoft
5 2 (28.57%) Snowflake Schema
5 2 (28.57%) QlikView
5 2 (28.57%) SQL Server Analysis Services
6 1 (14.29%) Dimensional Modelling
6 1 (14.29%) Oracle BI EE
6 1 (14.29%) Data Cleansing
6 1 (14.29%) Tableau
6 1 (14.29%) Data Quality
6 1 (14.29%) Oracle SOA Suite
6 1 (14.29%) Oracle ODI
6 1 (14.29%) Oracle BI Publisher
6 1 (14.29%) OLAP Cube
6 1 (14.29%) Google Cloud Platform

Star Schema
Co-occurring IT Skills in Yorkshire 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%) Oracle SOA Suite
1 1 (14.29%) SharePoint
Cloud Services
1 4 (57.14%) Microsoft Azure
2 1 (14.29%) Google Cloud Platform
Database & Business Intelligence
1 7 (100.00%) Data Warehouse
2 6 (85.71%) SQL Server Integration Services
2 6 (85.71%) SQL Server Reporting Services
3 5 (71.43%) SQL Server
4 4 (57.14%) SQL Server 2014
5 2 (28.57%) QlikView
5 2 (28.57%) Snowflake Schema
5 2 (28.57%) SQL Server Analysis Services
6 1 (14.29%) BusinessObjects
6 1 (14.29%) OLAP
6 1 (14.29%) OLAP Cube
6 1 (14.29%) Oracle BI EE
6 1 (14.29%) Oracle BI Publisher
6 1 (14.29%) Oracle ODI
6 1 (14.29%) Oracle OLAP
6 1 (14.29%) Qlik Sense
General
1 1 (14.29%) Banking
1 1 (14.29%) Finance
1 1 (14.29%) Retail
1 1 (14.29%) Telecoms
Job Titles
1 7 (100.00%) Developer
2 5 (71.43%) SQL Developer
2 5 (71.43%) SSIS Developer
3 4 (57.14%) SQL Server Developer
3 4 (57.14%) T-SQL Developer
4 3 (42.86%) Business Intelligence Developer
5 2 (28.57%) Business Developer
5 2 (28.57%) Data Warehouse Developer
5 2 (28.57%) Senior Developer
5 2 (28.57%) SQL BI Developer
5 2 (28.57%) SQL Server BI Developer
6 1 (14.29%) ETL Developer
6 1 (14.29%) Senior Data Warehouse Developer
6 1 (14.29%) Senior ETL Developer
6 1 (14.29%) Senior SQL Developer
6 1 (14.29%) SQL Server Data Warehouse Developer
6 1 (14.29%) SSRS Developer
Libraries, Frameworks & Software Standards
1 4 (57.14%) .NET
2 1 (14.29%) Middleware
2 1 (14.29%) Oracle GoldenGate
2 1 (14.29%) XML
Processes & Methodologies
1 7 (100.00%) ETL
2 6 (85.71%) Data Modelling
3 5 (71.43%) Mentoring
4 4 (57.14%) Business Intelligence
4 4 (57.14%) Data Visualisation
4 4 (57.14%) Visualisation
5 1 (14.29%) Agile Software Development
5 1 (14.29%) Data Cleansing
5 1 (14.29%) Dimensional Modelling
5 1 (14.29%) SOA
5 1 (14.29%) Stakeholder Management
Programming Languages
1 6 (85.71%) SQL
2 5 (71.43%) C#
3 4 (57.14%) T-SQL
4 1 (14.29%) Python
Quality Assurance & Compliance
1 1 (14.29%) Data Quality
Vendors
1 4 (57.14%) Microsoft
2 1 (14.29%) Google
2 1 (14.29%) MicroStrategy
2 1 (14.29%) Oracle
2 1 (14.29%) SAP
2 1 (14.29%) Tableau