Period
to 20 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Reading 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 20 November 2017 with a comparison to the same period in the previous 2 years.

Star Schema
Berkshire > Reading
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 151 - 206
Rank change year-on-year - +206 -5
Permanent jobs citing Star Schema 5 0 10
As % of all permanent IT jobs advertised in Reading 0.21% - 0.22%
As % of the Database & Business Intelligence category 0.85% - 0.76%
Number of salaries quoted 5 0 6
Reading median annual salary £32,500 - £40,000
Berkshire median annual salary £40,000 £72,500 £40,000
% change year-on-year -44.83% +81.25% -33.33%

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 Reading with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Reading
Permanent vacancies with a requirement for database or business intelligence skills 590 818 1320
As % of all permanent IT jobs advertised in Reading 25.03% 23.75% 28.50%
Number of salaries quoted 506 705 1112
Reading median annual salary £45,000 £47,500 £47,500
Median salary % change year-on-year -5.26% - +5.56%
10th Percentile £28,500 £29,000 £32,500
90th Percentile £67,500 £67,500 £63,750
Berkshire median annual salary £47,500 £48,500 £47,500
% change year-on-year -2.06% +2.11% +7.95%

Star Schema
Job Vacancy Trend in Reading

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

Job vacancy trend for Star Schema in Reading

Star Schema
Salary Trend in Reading

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

Salary trend for Star Schema in Reading

Star Schema
Salary Histogram in Reading

The salary distribution of IT jobs citing Star Schema in Reading over the 6 months to 20 November 2017.

Salary histogram for Star Schema in Reading

For the 6 months to 20 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 Reading region with a requirement for Star Schema.

1 5 (100.00%) SQL
1 5 (100.00%) SQL Server
1 5 (100.00%) ETL
1 5 (100.00%) Business Intelligence
1 5 (100.00%) Microsoft
1 5 (100.00%) Data Warehouse
1 5 (100.00%) Scrum
1 5 (100.00%) Agile Software Development
1 5 (100.00%) SQL Server Integration Services
1 5 (100.00%) SQL Server Analysis Services
1 5 (100.00%) Visualisation
1 5 (100.00%) Data Visualisation
1 5 (100.00%) Power BI
2 4 (80.00%) HDFS
2 4 (80.00%) Impala
2 4 (80.00%) Analytical Skills
2 4 (80.00%) Apache Spark
2 4 (80.00%) Analytics
2 4 (80.00%) Apache Pig
2 4 (80.00%) Sqoop
2 4 (80.00%) Amazon EMR
2 4 (80.00%) Master Data Management
2 4 (80.00%) Oozie
2 4 (80.00%) Performance Tuning
2 4 (80.00%) Relational Database
2 4 (80.00%) High Availability
2 4 (80.00%) Apache Hive
2 4 (80.00%) NoSQL
2 4 (80.00%) Amazon AWS
2 4 (80.00%) JavaScript

Star Schema
Co-occurring IT Skills in Reading 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 (80.00%) Apache Pig
1 4 (80.00%) Apache Spark
Cloud Services
1 4 (80.00%) Amazon AWS
1 4 (80.00%) Amazon EMR
Database & Business Intelligence
1 5 (100.00%) Data Warehouse
1 5 (100.00%) Power BI
1 5 (100.00%) SQL Server
1 5 (100.00%) SQL Server Analysis Services
1 5 (100.00%) SQL Server Integration Services
2 4 (80.00%) Apache Hive
2 4 (80.00%) Big Data
2 4 (80.00%) Hadoop
2 4 (80.00%) HBase
2 4 (80.00%) Impala
2 4 (80.00%) MySQL
2 4 (80.00%) NoSQL
2 4 (80.00%) QlikView
2 4 (80.00%) Relational Database
2 4 (80.00%) Sqoop
3 1 (20.00%) SQL Server 2012
Development Applications
1 1 (20.00%) SQL Server Management Studio (SSMS)
1 1 (20.00%) Team Foundation Server
1 1 (20.00%) Visual Studio
General
1 1 (20.00%) Marketing
Job Titles
1 5 (100.00%) Business Intelligence Developer
1 5 (100.00%) Developer
2 4 (80.00%) Business Developer
3 1 (20.00%) Business Intelligence Lead
3 1 (20.00%) ETL Developer
3 1 (20.00%) Lead Developer
3 1 (20.00%) Power BI Developer
3 1 (20.00%) Senior Business Intelligence Developer
3 1 (20.00%) Senior Developer
3 1 (20.00%) Senior ETL Developer
3 1 (20.00%) Senior SQL Developer
3 1 (20.00%) SQL BI Developer
3 1 (20.00%) SQL Developer
3 1 (20.00%) SSIS Developer
3 1 (20.00%) T-SQL Developer
Libraries, Frameworks & Software Standards
1 4 (80.00%) XML
Miscellaneous
1 4 (80.00%) Analytical Skills
1 4 (80.00%) Computer Science
Processes & Methodologies
1 5 (100.00%) Agile Software Development
1 5 (100.00%) Business Intelligence
1 5 (100.00%) Data Visualisation
1 5 (100.00%) ETL
1 5 (100.00%) Scrum
1 5 (100.00%) Visualisation
2 4 (80.00%) Analytics
2 4 (80.00%) Big Data Analytics
2 4 (80.00%) Data Architecture
2 4 (80.00%) Data Governance
2 4 (80.00%) Data Management
2 4 (80.00%) Data Modelling
2 4 (80.00%) Database Tuning
2 4 (80.00%) High Availability
2 4 (80.00%) MapReduce
2 4 (80.00%) Master Data Management
2 4 (80.00%) Mathematics
2 4 (80.00%) Performance Tuning
2 4 (80.00%) Predictive Analytics
3 1 (20.00%) Kimball Methodology
Programming Languages
1 5 (100.00%) SQL
2 4 (80.00%) JavaScript
2 4 (80.00%) Python
3 1 (20.00%) Data Analysis Expressions (DAX)
3 1 (20.00%) T-SQL
Qualifications
1 4 (80.00%) Computer Science Degree
1 4 (80.00%) Degree
Quality Assurance & Compliance
1 4 (80.00%) Data Quality
1 4 (80.00%) QA
System Software
1 4 (80.00%) Apache Flume
1 4 (80.00%) HDFS
Systems Management
1 4 (80.00%) Nagios
1 4 (80.00%) Oozie
Vendors
1 5 (100.00%) Microsoft
2 4 (80.00%) Cloudera
2 4 (80.00%) Oracle
2 4 (80.00%) Tableau