The following table provides summary statistics for permanent job vacancies advertised in West 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 27 March 2017 with a comparison to the same period in the previous 2 years.

Star Schema
Yorkshire / West Yorkshire
3 months to
27 Mar 2017
Same period 2016 Same period 2015
Rank 175 - 215
Rank change year-on-year - 0  
Permanent jobs citing Star Schema 5 0 8
As % of all permanent IT jobs advertised in West Yorkshire 0.14% - 0.16%
As % of the Database & Business Intelligence category 0.43% - 0.49%
Number of salaries quoted 5 0 5
Median salary £37,500 - £30,000
UK excluding London median salary £45,000 £40,000 £40,750
% change year-on-year +12.50% -1.84%  

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 West Yorkshire with a requirement for database and business intelligence skills.

Database & Business Intelligence Skills
West Yorkshire
Permanent job vacancies with a requirement for database and business intelligence skills 1153 1561 1619
As % of all permanent IT job vacancies advertised in West Yorkshire 32.00% 35.15% 31.86%
Number of salaries quoted 1033 1270 1343
Median salary £42,500 £40,000 £38,000
Median salary % change year-on-year +6.25% +5.26%  
90% offered a salary of more than £30,000 £31,000 £29,500
10% offered a salary of more than £55,000 £52,500 £55,000
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year - +6.25%  

Star Schema
Job Vacancy Trend in West Yorkshire

The job posting trend of jobs advertised in West 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 West Yorkshire

Star Schema
Salary Trend in West Yorkshire

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

Salary trend for Star Schema in West Yorkshire

Star Schema
Job Locations in West 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 West Yorkshire region over the 3 months to 27 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
Leeds - 4 £37,500 -
Bradford - 1 £45,000 -
Star Schema
Yorkshire

Star Schema
Top 30 Co-occurring IT Skills in West Yorkshire

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

1 9 (81.82%) Data Warehouse
1 9 (81.82%) ETL
2 8 (72.73%) SQL
3 7 (63.64%) Business Intelligence
4 6 (54.55%) Data Modelling
4 6 (54.55%) Microsoft
4 6 (54.55%) QlikView
5 5 (45.45%) Data Visualisation
5 5 (45.45%) Oracle OLAP
5 5 (45.45%) Visualisation
5 5 (45.45%) OLAP Cube
5 5 (45.45%) SOA
5 5 (45.45%) Snowflake Schema
5 5 (45.45%) Oracle
5 5 (45.45%) OLAP
6 4 (36.36%) SQL Server Integration Services
6 4 (36.36%) SQL Server Reporting Services
6 4 (36.36%) SQL Server
6 4 (36.36%) T-SQL
6 4 (36.36%) .NET
6 4 (36.36%) C#
6 4 (36.36%) Middleware
6 4 (36.36%) SQL Server 2014
6 4 (36.36%) Oracle BI EE
6 4 (36.36%) Mentoring
6 4 (36.36%) Microsoft Azure
6 4 (36.36%) Oracle SOA Suite
7 3 (27.27%) Tableau
7 3 (27.27%) Google
7 3 (27.27%) Oracle ODI

Star Schema
Co-occurring IT Skills in West 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 4 (36.36%) Oracle SOA Suite
Applications
1 2 (18.18%) MS Excel
1 2 (18.18%) MS Office
Cloud Services
1 4 (36.36%) Microsoft Azure
2 3 (27.27%) Google Cloud Platform
Database & Business Intelligence
1 9 (81.82%) Data Warehouse
2 6 (54.55%) QlikView
3 5 (45.45%) OLAP
3 5 (45.45%) OLAP Cube
3 5 (45.45%) Oracle OLAP
3 5 (45.45%) Snowflake Schema
4 4 (36.36%) Oracle BI EE
4 4 (36.36%) SQL Server
4 4 (36.36%) SQL Server 2014
4 4 (36.36%) SQL Server Integration Services
4 4 (36.36%) SQL Server Reporting Services
5 3 (27.27%) Oracle ODI
5 3 (27.27%) Qlik Sense
6 2 (18.18%) Oracle BI Publisher
7 1 (9.09%) BigQuery
Development Applications
1 2 (18.18%) ERwin
General
1 2 (18.18%) Finance
Job Titles
1 9 (81.82%) Developer
2 5 (45.45%) Business Intelligence Developer
3 4 (36.36%) Business Developer
3 4 (36.36%) SQL Developer
3 4 (36.36%) SQL Server Developer
3 4 (36.36%) SSIS Developer
3 4 (36.36%) T-SQL Developer
4 3 (27.27%) Analyst
5 2 (18.18%) Analyst Developer
5 2 (18.18%) Data Warehouse Developer
5 2 (18.18%) Developer Analyst
5 2 (18.18%) SQL BI Developer
5 2 (18.18%) SQL Server BI Developer
6 1 (9.09%) Business Intelligence Analyst
6 1 (9.09%) Business Intelligence Specialist
6 1 (9.09%) Oracle BI Developer
6 1 (9.09%) Oracle Data Warehouse Developer
6 1 (9.09%) Oracle Developer
6 1 (9.09%) SQL Server Data Warehouse Developer
Libraries, Frameworks & Software Standards
1 4 (36.36%) .NET
1 4 (36.36%) Middleware
2 3 (27.27%) Oracle GoldenGate
3 1 (9.09%) JSON
3 1 (9.09%) XML
Miscellaneous
1 2 (18.18%) Analytical Skills
1 2 (18.18%) Data Structures
Processes & Methodologies
1 9 (81.82%) ETL
2 7 (63.64%) Business Intelligence
3 6 (54.55%) Data Modelling
4 5 (45.45%) Data Visualisation
4 5 (45.45%) SOA
4 5 (45.45%) Visualisation
5 4 (36.36%) Mentoring
6 3 (27.27%) Agile Software Development
7 2 (18.18%) Analytics
7 2 (18.18%) Customer Insight
7 2 (18.18%) Data Analytics
7 2 (18.18%) Economics
7 2 (18.18%) Information Architecture
7 2 (18.18%) Mathematics
7 2 (18.18%) Psychology
Programming Languages
1 8 (72.73%) SQL
2 4 (36.36%) C#
2 4 (36.36%) T-SQL
3 1 (9.09%) PL/SQL
Qualifications
1 2 (18.18%) Degree
Vendors
1 6 (54.55%) Microsoft
2 5 (45.45%) Oracle
3 3 (27.27%) Google
3 3 (27.27%) Tableau