The following table provides summary statistics for permanent job vacancies advertised in the North West 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 30 March 2017 with a comparison to the same period in the previous 2 years.

Star Schema
England / North West
3 months to
30 Mar 2017
Same period 2016 Same period 2015
Rank 249 - -
Rank change year-on-year - 0  
Permanent jobs citing Star Schema 1 0 0
As % of all permanent IT jobs advertised in the North West 0.016% - -
As % of the Database & Business Intelligence category 0.047% - -
Number of salaries quoted 1 0 0
Median salary £56,000 - -
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 the North West with a requirement for database and business intelligence skills.

Database & Business Intelligence Skills
North West
Permanent job vacancies with a requirement for database and business intelligence skills 2117 1824 2276
As % of all permanent IT job vacancies advertised in the North West 34.40% 31.64% 34.43%
Number of salaries quoted 1806 1573 1932
Median salary £40,000 £41,000 £40,000
Median salary % change year-on-year -2.43% +2.50%  
90% offered a salary of more than £30,000 £30,000 £28,500
10% offered a salary of more than £60,000 £52,500 £54,000
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year - +6.25%  

Star Schema
Job Vacancy Trend in the North West

The job posting trend of jobs advertised in the North West 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 the North West

Star Schema
Salary Trend in the North West

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

Salary trend for Star Schema in the North West

Star Schema
Job Locations in the North West

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Star Schema within the North West region over the 3 months to 30 March 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
Manchester - 1 £56,000 -
Star Schema
England

For the 6 months to 30 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 North West region with a requirement for Star Schema.

1 6 (100.00%) SQL
1 6 (100.00%) Business Intelligence
2 5 (83.33%) SQL Server
3 4 (66.67%) Data Warehouse
3 4 (66.67%) ETL
3 4 (66.67%) SQL Server Integration Services
3 4 (66.67%) SQL Server Reporting Services
3 4 (66.67%) Performance Tuning
3 4 (66.67%) Power BI
4 2 (33.33%) Data Modelling
4 2 (33.33%) Snowflake Schema
4 2 (33.33%) Microsoft
4 2 (33.33%) Informatica
4 2 (33.33%) T-SQL
4 2 (33.33%) Oracle
4 2 (33.33%) Visual Studio
4 2 (33.33%) XML
4 2 (33.33%) QlikView
4 2 (33.33%) SQL Server Analysis Services
4 2 (33.33%) Oracle BI EE
4 2 (33.33%) Finance
4 2 (33.33%) Scrum
4 2 (33.33%) Agile Software Development
4 2 (33.33%) TDD
4 2 (33.33%) Oracle ODI
4 2 (33.33%) Oracle BI Publisher
4 2 (33.33%) Kimball Methodology
4 2 (33.33%) Data Mart
5 1 (16.67%) Oracle EBS
5 1 (16.67%) Analytics

Star Schema
Co-occurring IT Skills in the North West 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:

Business Applications
1 1 (16.67%) Oracle EBS
Database & Business Intelligence
1 5 (83.33%) SQL Server
2 4 (66.67%) Data Warehouse
2 4 (66.67%) Power BI
2 4 (66.67%) SQL Server Integration Services
2 4 (66.67%) SQL Server Reporting Services
3 2 (33.33%) Data Mart
3 2 (33.33%) Oracle BI EE
3 2 (33.33%) Oracle BI Publisher
3 2 (33.33%) Oracle ODI
3 2 (33.33%) QlikView
3 2 (33.33%) Snowflake Schema
3 2 (33.33%) SQL Server Analysis Services
4 1 (16.67%) Oracle Reports
Development Applications
1 2 (33.33%) Visual Studio
General
1 2 (33.33%) Finance
2 1 (16.67%) Banking
Job Titles
1 3 (50.00%) Developer
2 2 (33.33%) Business Intelligence Developer
2 2 (33.33%) DBA
2 2 (33.33%) Development DBA
2 2 (33.33%) SQL DBA
2 2 (33.33%) SQL Server DBA
2 2 (33.33%) SQL Server Development DBA
2 2 (33.33%) SSIS Developer
2 2 (33.33%) SSRS Developer
3 1 (16.67%) Business Intelligence Consultant
3 1 (16.67%) Consultant
3 1 (16.67%) OBIEE Consultant
3 1 (16.67%) OBIEE Developer
3 1 (16.67%) Oracle BI Consultant
3 1 (16.67%) Oracle Consultant
Libraries, Frameworks & Software Standards
1 2 (33.33%) XML
Processes & Methodologies
1 6 (100.00%) Business Intelligence
2 4 (66.67%) ETL
2 4 (66.67%) Performance Tuning
3 2 (33.33%) Agile Software Development
3 2 (33.33%) Data Modelling
3 2 (33.33%) Kimball Methodology
3 2 (33.33%) Scrum
3 2 (33.33%) TDD
4 1 (16.67%) Analytics
4 1 (16.67%) Data Analytics
4 1 (16.67%) Data Management
4 1 (16.67%) ERP
4 1 (16.67%) ETL Development
Programming Languages
1 6 (100.00%) SQL
2 2 (33.33%) T-SQL
Vendors
1 2 (33.33%) Informatica
1 2 (33.33%) Microsoft
1 2 (33.33%) Oracle
2 1 (16.67%) Pegasus