Period
to 27 July 2017

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

Star Schema
West Midlands > Staffordshire
6 months to
27 Jul 2017
Same period 2016 Same period 2015
Rank 96 105 105
Rank change year-on-year +9 0 +3
Permanent jobs citing Star Schema 1 4 6
As % of all permanent IT jobs advertised in Staffordshire 0.10% 0.31% 0.47%
As % of the Database & Business Intelligence category 0.25% 0.73% 0.96%
Number of salaries quoted 1 4 6
Staffordshire median annual salary £35,000 £29,500 £41,500
Median salary % change year-on-year +18.64% -28.92% +10.67%
West Midlands median annual salary £35,000 £29,500 £41,500
% change year-on-year +18.64% -28.92% +3.75%

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 Staffordshire with a requirement for database and business intelligence skills.

Database & Business Intelligence Skills
Staffordshire
Permanent job vacancies with a requirement for database and business intelligence skills 396 547 626
As % of all permanent IT job vacancies advertised in Staffordshire 40.12% 42.27% 48.75%
Number of salaries quoted 336 499 566
Staffordshire median annual salary £37,500 £37,500 £38,500
Median salary % change year-on-year - -2.60% +2.67%
10th Percentile £22,000 £22,500 £26,125
90th Percentile £55,000 £51,250 £55,625
West Midlands median annual salary £40,000 £37,500 £37,500
% change year-on-year +6.67% - -

Star Schema
Job Vacancy Trend in Staffordshire

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

Job vacancy trend for Star Schema in Staffordshire

Star Schema
Salary Trend in Staffordshire

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

Salary trend for Star Schema in Staffordshire

Star Schema
Job Locations in Staffordshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Star Schema within the Staffordshire region over the 6 months to 27 July 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
Lichfield +2 1 £35,000 -30.00%
Star Schema
West Midlands

For the 6 months to 27 July 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 Staffordshire region with a requirement for Star Schema.

1 1 (100.00%) SQL Server
1 1 (100.00%) Data Mining
1 1 (100.00%) ETL
1 1 (100.00%) Business Intelligence
1 1 (100.00%) Stakeholder Management
1 1 (100.00%) Business Analysis
1 1 (100.00%) SQL Server Integration Services
1 1 (100.00%) Dimensional Modelling
1 1 (100.00%) Data Cleansing
1 1 (100.00%) Data Integration
1 1 (100.00%) Visualisation
1 1 (100.00%) Data Visualisation
1 1 (100.00%) Data Quality
1 1 (100.00%) Kimball Methodology
1 1 (100.00%) Analytical Skills
1 1 (100.00%) Information Exploitation

Star Schema
Co-occurring IT Skills in Staffordshire 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:

Database & Business Intelligence
1 1 (100.00%) Data Mining
1 1 (100.00%) SQL Server
1 1 (100.00%) SQL Server Integration Services
Job Titles
1 1 (100.00%) Business Intelligence Developer
1 1 (100.00%) Developer
1 1 (100.00%) ETL Developer
Miscellaneous
1 1 (100.00%) Analytical Skills
Processes & Methodologies
1 1 (100.00%) Business Analysis
1 1 (100.00%) Business Intelligence
1 1 (100.00%) Data Cleansing
1 1 (100.00%) Data Integration
1 1 (100.00%) Data Visualisation
1 1 (100.00%) Dimensional Modelling
1 1 (100.00%) ETL
1 1 (100.00%) Information Exploitation
1 1 (100.00%) Kimball Methodology
1 1 (100.00%) Stakeholder Management
1 1 (100.00%) Visualisation
Quality Assurance & Compliance
1 1 (100.00%) Data Quality