Period
to 17 November 2017

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 6 months to 17 November 2017 with a comparison to the same period in the previous 2 years.

Star Schema
England > North West
6 months to
17 Nov 2017
Same period 2016 Same period 2015
Rank 365 359 361
Rank change year-on-year -6 +2 +17
Permanent jobs citing Star Schema 8 11 3
As % of all permanent IT jobs advertised in the North West 0.061% 0.088% 0.023%
As % of the Database & Business Intelligence category 0.19% 0.26% 0.066%
Number of salaries quoted 7 10 3
North West median annual salary £65,000 £36,000 £65,000
Median salary % change year-on-year +80.56% -44.62% +20.93%
10th Percentile £40,200 £30,825 £42,500
90th Percentile £67,500 £47,375 £67,500
England median annual salary £48,500 £54,000 £46,500
% change year-on-year -10.19% +16.13% -3.13%

Star Schema is in the Databases and Business Intelligence category. The following 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 or business intelligence skills.

All Database and Business Intelligence Skills
North West
Permanent vacancies with a requirement for database or business intelligence skills 4271 4295 4512
As % of all permanent IT jobs advertised in the North West 32.32% 34.42% 34.45%
Number of salaries quoted 3623 3719 3877
North West median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - +5.26%
10th Percentile £27,500 £26,250 £26,250
90th Percentile £61,250 £58,750 £55,000
England median annual salary £50,000 £47,500 £45,000
% change year-on-year +5.26% +5.56% -

Star Schema
Job Vacancy Trend in the North West

Job postings citing Star Schema as a percentage of all IT jobs advertised in the North West.

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
Salary Histogram in the North West

The salary distribution of IT jobs citing Star Schema in the North West over the 6 months to 17 November 2017.

Salary histogram 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 6 months to 17 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Cheshire -34 5 £65,000 +85.71%
Manchester -11 3 £39,000 -44.29% 1
Star Schema
England

For the 6 months to 17 November 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 7 (87.50%) SQL Server
1 7 (87.50%) Data Warehouse
1 7 (87.50%) Business Intelligence
1 7 (87.50%) Microsoft
2 6 (75.00%) Data Modelling
2 6 (75.00%) Logical Data Model
2 6 (75.00%) Physical Data Model
3 5 (62.50%) Technical Architecture
3 5 (62.50%) Data Quality
3 5 (62.50%) Master Data Management
3 5 (62.50%) EAI
3 5 (62.50%) XML
3 5 (62.50%) UML
3 5 (62.50%) Oracle
3 5 (62.50%) Data Management
3 5 (62.50%) Data Analysis
3 5 (62.50%) ERD
3 5 (62.50%) Data Integration
3 5 (62.50%) Semantic Web
4 3 (37.50%) ETL
4 3 (37.50%) Degree
4 3 (37.50%) Computer Science
4 3 (37.50%) Computer Science Degree
5 2 (25.00%) SQL Server 2014
5 2 (25.00%) Kimball Methodology
5 2 (25.00%) SQL
5 2 (25.00%) SQL Server Integration Services
5 2 (25.00%) Banking
6 1 (12.50%) SQL Server Reporting Services
6 1 (12.50%) Team Foundation Server

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:

Cloud Services
1 1 (12.50%) Microsoft Azure
Database & Business Intelligence
1 7 (87.50%) Data Warehouse
1 7 (87.50%) SQL Server
2 2 (25.00%) SQL Server 2014
2 2 (25.00%) SQL Server Integration Services
3 1 (12.50%) Azure SQL Database
3 1 (12.50%) Power BI
3 1 (12.50%) Qlik Sense
3 1 (12.50%) QlikView
3 1 (12.50%) Snowflake Schema
3 1 (12.50%) SQL Server 2012
3 1 (12.50%) SQL Server Analysis Services
3 1 (12.50%) SQL Server Reporting Services
Development Applications
1 1 (12.50%) Team Foundation Server
1 1 (12.50%) Visual Studio
General
1 2 (25.00%) Banking
Job Titles
1 5 (62.50%) Architect
1 5 (62.50%) Data Architect
2 3 (37.50%) Developer
3 2 (25.00%) SQL Developer
3 2 (25.00%) SSIS Developer
4 1 (12.50%) Data Warehouse Developer
4 1 (12.50%) ETL Developer
4 1 (12.50%) SSRS Developer
4 1 (12.50%) T-SQL Developer
Libraries, Frameworks & Software Standards
1 5 (62.50%) XML
Miscellaneous
1 5 (62.50%) Semantic Web
2 3 (37.50%) Computer Science
Processes & Methodologies
1 7 (87.50%) Business Intelligence
2 6 (75.00%) Data Modelling
2 6 (75.00%) Logical Data Model
2 6 (75.00%) Physical Data Model
3 5 (62.50%) Data Analysis
3 5 (62.50%) Data Integration
3 5 (62.50%) Data Management
3 5 (62.50%) EAI
3 5 (62.50%) ERD
3 5 (62.50%) Master Data Management
3 5 (62.50%) Technical Architecture
3 5 (62.50%) UML
4 3 (37.50%) ETL
5 2 (25.00%) Kimball Methodology
6 1 (12.50%) Data Visualisation
6 1 (12.50%) Dimensional Modelling
6 1 (12.50%) ETL Development
6 1 (12.50%) Performance Tuning
6 1 (12.50%) Visualisation
Programming Languages
1 2 (25.00%) SQL
2 1 (12.50%) T-SQL
Qualifications
1 3 (37.50%) Computer Science Degree
1 3 (37.50%) Degree
Quality Assurance & Compliance
1 5 (62.50%) Data Quality
Vendors
1 7 (87.50%) Microsoft
2 5 (62.50%) Oracle
3 1 (12.50%) Tableau