Period
to 17 January 2018

The following table provides summary statistics for permanent job vacancies advertised in the East Midlands 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 January 2018 with a comparison to the same period in the previous 2 years.

Star Schema
England > East Midlands
6 months to
17 Jan 2018
Same period 2017 Same period 2016
Rank 226 250 268
Rank change year-on-year +24 +18 -16
Permanent jobs citing Star Schema 1 2 2
As % of all permanent IT jobs advertised in the East Midlands 0.019% 0.033% 0.029%
As % of the Database & Business Intelligence category 0.059% 0.10% 0.084%
Number of salaries quoted 1 2 0
East Midlands median annual salary £105,000 £31,656 -
Median salary % change year-on-year +231.69% - -
England median annual salary £52,500 £54,000 £47,500
% change year-on-year -2.78% +13.68% -1.04%

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 East Midlands with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
East Midlands
Permanent vacancies with a requirement for database or business intelligence skills 1,692 1,946 2,389
As % of all permanent IT jobs advertised in the East Midlands 32.83% 31.77% 34.54%
Number of salaries quoted 1,474 1,593 1,912
East Midlands median annual salary £40,000 £40,000 £40,000
10th Percentile £26,250 £26,750 £24,250
90th Percentile £60,700 £63,750 £55,000
England median annual salary £50,000 £47,500 £46,000
% change year-on-year +5.26% +3.26% +2.22%

Star Schema
Job Vacancy Trend in the East Midlands

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

Job vacancy trend for Star Schema in the East Midlands

Star Schema
Salary Trend in the East Midlands

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

Salary trend for Star Schema in the East Midlands

Star Schema
Job Locations in the East Midlands

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Star Schema within the East Midlands region over the 6 months to 17 January 2018. 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
Northamptonshire - 1 £105,000 -
Star Schema
England

For the 6 months to 17 January 2018, 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 East Midlands region with a requirement for Star Schema.

1 1 (100.00%) Java
1 1 (100.00%) SQL
1 1 (100.00%) SQL Server
1 1 (100.00%) XML
1 1 (100.00%) Python
1 1 (100.00%) Data Warehouse
1 1 (100.00%) Data Modelling
1 1 (100.00%) ETL
1 1 (100.00%) SAS
1 1 (100.00%) Business Intelligence
1 1 (100.00%) Microsoft
1 1 (100.00%) Informatica
1 1 (100.00%) Agile Software Development
1 1 (100.00%) Data Management
1 1 (100.00%) Google
1 1 (100.00%) JSON
1 1 (100.00%) Data Architecture
1 1 (100.00%) Pentaho
1 1 (100.00%) Hadoop
1 1 (100.00%) Microsoft Azure
1 1 (100.00%) Amazon AWS
1 1 (100.00%) Open Source
1 1 (100.00%) NoSQL
1 1 (100.00%) R
1 1 (100.00%) Tableau
1 1 (100.00%) Machine Learning
1 1 (100.00%) Big Data
1 1 (100.00%) Talend
1 1 (100.00%) Cloudera
1 1 (100.00%) MapR

Star Schema
Co-occurring IT Skills in the East Midlands 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 1 (100.00%) Apache Spark
1 1 (100.00%) SAS
Cloud Services
1 1 (100.00%) Amazon AWS
1 1 (100.00%) Bluemix
1 1 (100.00%) Google Cloud Platform
1 1 (100.00%) IBM Cloud
1 1 (100.00%) Microsoft Azure
Database & Business Intelligence
1 1 (100.00%) Big Data
1 1 (100.00%) BigQuery
1 1 (100.00%) Blockchain
1 1 (100.00%) Data Warehouse
1 1 (100.00%) Hadoop
1 1 (100.00%) NoSQL
1 1 (100.00%) Pentaho
1 1 (100.00%) Power BI
1 1 (100.00%) SQL Server
Job Titles
1 1 (100.00%) Head of Architecture
1 1 (100.00%) Head of Data Architecture
Libraries, Frameworks & Software Standards
1 1 (100.00%) JSON
1 1 (100.00%) XML
Processes & Methodologies
1 1 (100.00%) Agile Software Development
1 1 (100.00%) Business Intelligence
1 1 (100.00%) Data Architecture
1 1 (100.00%) Data Engineering
1 1 (100.00%) Data Management
1 1 (100.00%) Data Modelling
1 1 (100.00%) ETL
1 1 (100.00%) Machine Learning
1 1 (100.00%) Monetization
1 1 (100.00%) Open Source
Programming Languages
1 1 (100.00%) Java
1 1 (100.00%) Python
1 1 (100.00%) R
1 1 (100.00%) SQL
Vendors
1 1 (100.00%) Cloudera
1 1 (100.00%) Google
1 1 (100.00%) Informatica
1 1 (100.00%) MapR
1 1 (100.00%) Microsoft
1 1 (100.00%) Tableau
1 1 (100.00%) Talend