The table below looks at the statistics for Star Schema skills in IT jobs advertised for the North West region. Included is a guide to the salaries offered in IT jobs that have cited Star Schema over the 3 months to 30 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
30 Sep 2016
Same period 2015 Same period 2014
Star Schema
Rank 248 261 261
Rank change year-on-year
+13 0
Permanent jobs citing Star Schema 8 1 6
As % of all permanent IT jobs located in the North West 0.13% 0.015% 0.081%
As % of the Database & Business Intelligence category 0.36% 0.043% 0.21%
Number of salaries quoted 7 1 2
Median salary £36,000 £40,000 £50,814
Median salary % change year-on-year
-10.00% -21.28%
90% offered a salary of more than £35,000 £40,000 £35,464
10% offered a salary of more than £52,000 £40,000 £66,163
UK excluding London median salary £40,000 £41,500 £46,250
% change year-on-year
-3.61% -10.27%
Star Schema
England

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 North West region.

Database & Business Intelligence Category
North West
Permanent IT job ads with a match in the
Database & Business Intelligence category
2209 2311 2838
As % of all permanent IT jobs located in the North West 34.59% 34.55% 38.14%
Number of salaries quoted 1900 1973 2386
Median salary £40,000 £40,000 £38,500
Median salary % change year-on-year
- +3.89%
90% offered a salary of more than £30,000 £30,000 £27,500
10% offered a salary of more than £57,500 £55,000 £52,500
UK excluding London median salary £43,000 £42,500 £40,000
% change year-on-year
+1.17% +6.25%

Star Schema
Jobs Demand Trend in the North West

The demand trend of job ads across the North West 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 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 across the North West region.

Star Schema Salary Trend in the North West

Star Schema
Salary Histogram in the North West

This chart provides a salary histogram for IT jobs citing Star Schema across the North West region over the 3 months to 30 September 2016.

Star Schema Salary Histogram 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 September 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
Cheshire +33 6 £35,000 -12.50%
Manchester - 1 £70,000 -
Lancashire - 1 £40,000 -
Star Schema
England

Star Schema
Top 30 Related IT Skills in the North West

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

1 10 (83.33%) SQL
1 10 (83.33%) T-SQL
1 10 (83.33%) SQL Server
1 10 (83.33%) Business Intelligence
1 10 (83.33%) SQL Server Reporting Services
1 10 (83.33%) SQL Server Integration Services
2 9 (75.00%) Kimball Methodology
3 8 (66.67%) SQL Server 2014
3 8 (66.67%) Data Modelling
4 7 (58.33%) Data Warehouse
5 6 (50.00%) Snowflake Schema
5 6 (50.00%) ETL
5 6 (50.00%) Visual Studio
5 6 (50.00%) Performance Tuning
6 5 (41.67%) SQL Server Analysis Services
7 4 (33.33%) Microsoft
8 3 (25.00%) Finance
8 3 (25.00%) SQL Server 2016
8 3 (25.00%) Power BI
9 2 (16.67%) Enterprise Data Warehouse
9 2 (16.67%) Microsoft Analysis Services
9 2 (16.67%) R
9 2 (16.67%) Big Data
9 2 (16.67%) Analytics
9 2 (16.67%) Mentoring
9 2 (16.67%) ASP.NET
9 2 (16.67%) .NET
9 2 (16.67%) SharePoint
9 2 (16.67%) C
9 2 (16.67%) ERwin

Star Schema
Top Related 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 2 (16.67%) SharePoint
Applications
1 1 (8.33%) MS Excel
Cloud Services
1 1 (8.33%) Amazon AWS
1 1 (8.33%) Amazon Kinesis
1 1 (8.33%) Amazon S3
1 1 (8.33%) AWS Elastic Beanstalk
Database & Business Intelligence
1 10 (83.33%) SQL Server
1 10 (83.33%) SQL Server Integration Services
1 10 (83.33%) SQL Server Reporting Services
2 8 (66.67%) SQL Server 2014
3 7 (58.33%) Data Warehouse
4 6 (50.00%) Snowflake Schema
5 5 (41.67%) SQL Server Analysis Services
6 3 (25.00%) Power BI
6 3 (25.00%) SQL Server 2016
7 2 (16.67%) Big Data
7 2 (16.67%) Enterprise Data Warehouse
7 2 (16.67%) Microsoft Analysis Services
8 1 (8.33%) Amazon Redshift
8 1 (8.33%) MySQL
8 1 (8.33%) PostgreSQL
8 1 (8.33%) QlikView
Development Applications
1 6 (50.00%) Visual Studio
2 2 (16.67%) ERwin
3 1 (8.33%) Talend Open Studio
General
1 3 (25.00%) Finance
Job Titles
1 7 (58.33%) Developer
2 5 (41.67%) Business Intelligence Developer
3 4 (33.33%) SQL Developer
4 2 (16.67%) Analyst
4 2 (16.67%) Analytics Developer
4 2 (16.67%) Power BI Developer
4 2 (16.67%) R Developer
4 2 (16.67%) Report Writer
4 2 (16.67%) SQL Analyst
4 2 (16.67%) SQL BI Developer
4 2 (16.67%) SSIS Developer
4 2 (16.67%) SSRS Developer
5 1 (8.33%) ETL Designer
5 1 (8.33%) Informatica Designer
5 1 (8.33%) Junior Business Intelligence Developer
5 1 (8.33%) MySQL Consultant
5 1 (8.33%) Senior Consultant
5 1 (8.33%) SSAS Developer
5 1 (8.33%) Teradata Architect
5 1 (8.33%) T-SQL Developer
Libraries, Frameworks & Software Standards
1 2 (16.67%) .NET
1 2 (16.67%) ASP.NET
1 2 (16.67%) MDX
Miscellaneous
1 2 (16.67%) Data Integration
2 1 (8.33%) Management Information System
Processes & Methodologies
1 10 (83.33%) Business Intelligence
2 9 (75.00%) Kimball Methodology
3 8 (66.67%) Data Modelling
4 6 (50.00%) ETL
4 6 (50.00%) Performance Tuning
5 2 (16.67%) Analytics
5 2 (16.67%) Mentoring
6 1 (8.33%) Coaching
6 1 (8.33%) Continuous Deployment
6 1 (8.33%) Continuous Integration
6 1 (8.33%) CRM
6 1 (8.33%) Data Cleansing
6 1 (8.33%) Data Migration
6 1 (8.33%) E-Commerce
6 1 (8.33%) Master Data Management
6 1 (8.33%) Metadata Management
6 1 (8.33%) Migration
6 1 (8.33%) Scrum
6 1 (8.33%) SOA
6 1 (8.33%) Stakeholder Management
Programming Languages
1 10 (83.33%) SQL
1 10 (83.33%) T-SQL
2 2 (16.67%) C
2 2 (16.67%) R
3 1 (8.33%) C#
3 1 (8.33%) Java
Qualifications
1 1 (8.33%) Degree
System Software
1 1 (8.33%) Docker
Vendors
1 4 (33.33%) Microsoft
2 1 (8.33%) Ab Initio
2 1 (8.33%) IBM
2 1 (8.33%) Informatica
2 1 (8.33%) Oracle
2 1 (8.33%) Talend
2 1 (8.33%) Teradata