Period
to 18 November 2017

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 6 months to 18 November 2017 with a comparison to the same period in the previous 2 years.

Star Schema
Yorkshire > West Yorkshire
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 260 274 309
Rank change year-on-year +14 +35 +14
Permanent jobs citing Star Schema 3 5 4
As % of all permanent IT jobs advertised in West Yorkshire 0.045% 0.065% 0.043%
As % of the Database & Business Intelligence category 0.16% 0.21% 0.13%
Number of salaries quoted 3 3 4
West Yorkshire median annual salary £35,000 £45,000 £42,500
Median salary % change year-on-year -22.22% +5.88% -5.56%
10th Percentile £31,500 £42,500 £33,375
90th Percentile £51,500 £48,500 £43,750
Yorkshire median annual salary £36,250 £45,000 £42,500
% change year-on-year -19.44% +5.88% -5.56%

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

All Database and Business Intelligence Skills
West Yorkshire
Permanent vacancies with a requirement for database or business intelligence skills 1911 2328 3159
As % of all permanent IT jobs advertised in West Yorkshire 28.42% 30.34% 33.97%
Number of salaries quoted 1690 2073 2567
West Yorkshire median annual salary £44,236 £40,000 £40,000
Median salary % change year-on-year +10.59% - +3.90%
10th Percentile £28,500 £27,500 £27,500
90th Percentile £60,000 £57,500 £59,750
Yorkshire median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - +6.67%

Star Schema
Job Vacancy Trend in West Yorkshire

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

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
Salary Histogram in West Yorkshire

The salary distribution of IT jobs citing Star Schema in West Yorkshire over the 6 months to 18 November 2017.

Salary histogram 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 6 months to 18 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
Leeds +20 2 £33,750 -25.00% 1
Bradford +4 1 £55,000 -
Star Schema
Yorkshire

For the 6 months to 18 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 West Yorkshire region with a requirement for Star Schema.

1 3 (100.00%) Business Intelligence
2 2 (66.67%) SQL Server Reporting Services
2 2 (66.67%) SQL
2 2 (66.67%) SQL Server
2 2 (66.67%) Data Warehouse
2 2 (66.67%) Data Modelling
2 2 (66.67%) ETL
2 2 (66.67%) SQL Server Analysis Services
2 2 (66.67%) SQL Server Integration Services
3 1 (33.33%) QlikView
3 1 (33.33%) Oracle Database 11g
3 1 (33.33%) PL/SQL
3 1 (33.33%) Dimensional Modelling
3 1 (33.33%) Oracle BI EE
3 1 (33.33%) Data Migration
3 1 (33.33%) Kimball Methodology
3 1 (33.33%) Analytics
3 1 (33.33%) Oracle ODI
3 1 (33.33%) Oracle Database
3 1 (33.33%) Oracle BI Publisher
3 1 (33.33%) Relational Database
3 1 (33.33%) Data Structures
3 1 (33.33%) Dashboard Development
3 1 (33.33%) ETL Development
3 1 (33.33%) Power BI
3 1 (33.33%) Performance Optimisation
3 1 (33.33%) ERP
3 1 (33.33%) Oracle Reports
3 1 (33.33%) Oracle
3 1 (33.33%) E-business

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:

Business Applications
1 1 (33.33%) Oracle ERP
Database & Business Intelligence
1 2 (66.67%) Data Warehouse
1 2 (66.67%) SQL Server
1 2 (66.67%) SQL Server Analysis Services
1 2 (66.67%) SQL Server Integration Services
1 2 (66.67%) SQL Server Reporting Services
2 1 (33.33%) Oracle BI EE
2 1 (33.33%) Oracle BI Publisher
2 1 (33.33%) Oracle Database
2 1 (33.33%) Oracle Database 11g
2 1 (33.33%) Oracle ODI
2 1 (33.33%) Oracle Reports
2 1 (33.33%) Power BI
2 1 (33.33%) QlikView
2 1 (33.33%) Relational Database
General
1 1 (33.33%) Advertising
Job Titles
1 2 (66.67%) Developer
2 1 (33.33%) Business Developer
2 1 (33.33%) Business Intelligence Developer
2 1 (33.33%) OBIEE Developer
2 1 (33.33%) Oracle Developer
2 1 (33.33%) Report Writer
2 1 (33.33%) SSRS Report Writer
2 1 (33.33%) Technical Developer
Miscellaneous
1 1 (33.33%) Data Structures
Processes & Methodologies
1 3 (100.00%) Business Intelligence
2 2 (66.67%) Data Modelling
2 2 (66.67%) ETL
3 1 (33.33%) Analytics
3 1 (33.33%) Dashboard Development
3 1 (33.33%) Data Migration
3 1 (33.33%) Dimensional Modelling
3 1 (33.33%) E-business
3 1 (33.33%) ERP
3 1 (33.33%) ETL Development
3 1 (33.33%) Kimball Methodology
3 1 (33.33%) Migration
3 1 (33.33%) Performance Optimisation
Programming Languages
1 2 (66.67%) SQL
2 1 (33.33%) PL/SQL
Quality Assurance & Compliance
1 1 (33.33%) SLA
Vendors
1 1 (33.33%) Microsoft
1 1 (33.33%) Oracle