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 27 June 2017 with a comparison to the same period in the previous 2 years.

Star Schema
England / North West
3 months to
27 Jun 2017
Same period 2016 Same period 2015
Rank 274 233 -
Rank change year-on-year -41 -  
Permanent jobs citing Star Schema 3 4 0
As % of all permanent IT jobs advertised in the North West 0.044% 0.071% -
As % of the Database & Business Intelligence category 0.12% 0.22% -
Number of salaries quoted 3 2 0
Median salary £55,000 £34,500 -
Median salary % change year-on-year +59.42% -  
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 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 2408 1786 2263
As % of all permanent IT job vacancies advertised in the North West 35.07% 31.78% 35.88%
Number of salaries quoted 2057 1547 1933
Median salary £40,000 £40,000 £40,000
90% offered a salary of more than £30,000 £29,000 £28,750
10% offered a salary of more than £60,000 £52,500 £52,500
UK excluding London median salary £42,500 £42,500 £41,500
% change year-on-year - +2.40%  

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 27 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
Cheshire -29 2 £55,000 +89.65%
Manchester -34 1 £57,500 -
Star Schema
England

For the 6 months to 27 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 North West region with a requirement for Star Schema.

1 4 (100.00%) SQL
1 4 (100.00%) SQL Server
1 4 (100.00%) Data Warehouse
1 4 (100.00%) ETL
2 3 (75.00%) Data Modelling
2 3 (75.00%) Business Intelligence
2 3 (75.00%) Enterprise Data Warehouse
3 2 (50.00%) Workflow Analysis
3 2 (50.00%) Azure SQL Data Warehouse
3 2 (50.00%) SQL Server Reporting Services
3 2 (50.00%) Python
3 2 (50.00%) Analytical Skills
3 2 (50.00%) Microsoft
3 2 (50.00%) Workflow
3 2 (50.00%) Finance
3 2 (50.00%) JavaScript
3 2 (50.00%) Perl
3 2 (50.00%) Banking
3 2 (50.00%) Microsoft Azure
3 2 (50.00%) R
3 2 (50.00%) Business Analysis
3 2 (50.00%) Ruby
3 2 (50.00%) SQL Server Integration Services
3 2 (50.00%) Use Case
3 2 (50.00%) SQL Server Analysis Services
4 1 (25.00%) Oracle BI EE
4 1 (25.00%) Test Automation
4 1 (25.00%) Visualisation
4 1 (25.00%) Data Visualisation
4 1 (25.00%) Oracle ODI

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:

Application Platforms
1 1 (25.00%) SAS
Cloud Services
1 2 (50.00%) Microsoft Azure
Database & Business Intelligence
1 4 (100.00%) Data Warehouse
1 4 (100.00%) SQL Server
2 3 (75.00%) Enterprise Data Warehouse
3 2 (50.00%) Azure SQL Data Warehouse
3 2 (50.00%) SQL Server Analysis Services
3 2 (50.00%) SQL Server Integration Services
3 2 (50.00%) SQL Server Reporting Services
4 1 (25.00%) Data Mart
4 1 (25.00%) Data Mining
4 1 (25.00%) Oracle BI EE
4 1 (25.00%) Oracle BI Publisher
4 1 (25.00%) Oracle ODI
4 1 (25.00%) Oracle Reports
4 1 (25.00%) PowerCenter
General
1 2 (50.00%) Banking
1 2 (50.00%) Finance
Job Titles
1 2 (50.00%) Architect
1 2 (50.00%) Data Architect
1 2 (50.00%) Data Warehouse Architect
1 2 (50.00%) Developer
2 1 (25.00%) Data Warehouse Developer
2 1 (25.00%) OBIEE Developer
2 1 (25.00%) Teradata Developer
Libraries, Frameworks & Software Standards
1 1 (25.00%) XML
Miscellaneous
1 2 (50.00%) Analytical Skills
Processes & Methodologies
1 4 (100.00%) ETL
2 3 (75.00%) Business Intelligence
2 3 (75.00%) Data Modelling
3 2 (50.00%) Business Analysis
3 2 (50.00%) Use Case
3 2 (50.00%) Workflow
3 2 (50.00%) Workflow Analysis
4 1 (25.00%) Data Management
4 1 (25.00%) Data Visualisation
4 1 (25.00%) SDLC
4 1 (25.00%) Test Automation
4 1 (25.00%) Visualisation
Programming Languages
1 4 (100.00%) SQL
2 2 (50.00%) JavaScript
2 2 (50.00%) Perl
2 2 (50.00%) Python
2 2 (50.00%) R
2 2 (50.00%) Ruby
Vendors
1 2 (50.00%) Microsoft
2 1 (25.00%) Informatica
2 1 (25.00%) Oracle
2 1 (25.00%) Teradata
Liverpool
Nigel Frank International
Salary: £40000 - £45000 per annum + company benefits
Posted: 4 days ago