Period
to 18 December 2018

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

Star Schema
England > South East
6 months to
18 Dec 2018
Same period 2017 Same period 2016
Rank 494 515 561
Rank change year-on-year +21 +46 +35
Permanent jobs citing Star Schema 24 29 26
As % of all permanent IT jobs advertised in the South East 0.086% 0.093% 0.077%
As % of the Database & Business Intelligence category 0.30% 0.29% 0.27%
Number of salaries quoted 21 29 25
South East median annual salary £52,000 £47,500 £52,500
Median salary % change year-on-year +9.47% -9.52% +23.53%
10th Percentile £45,000 £29,500 £38,700
90th Percentile £76,250 £67,500 £62,500
England median annual salary £57,000 £50,000 £54,000
% change year-on-year +14.00% -7.41% +13.68%

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

All Database and Business Intelligence Skills
South East
Permanent vacancies with a requirement for database or business intelligence skills 8,060 9,930 9,748
As % of all permanent IT jobs advertised in the South East 28.78% 31.79% 29.01%
Number of salaries quoted 6,651 8,538 8,539
South East median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - +3.45%
10th Percentile £30,000 £27,500 £28,250
90th Percentile £72,500 £65,000 £65,000
England median annual salary £52,500 £50,000 £47,500
% change year-on-year +5.00% +5.26% +5.56%

Star Schema
Job Vacancy Trend in the South East

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

Job vacancy trend for Star Schema in the South East

Star Schema
Salary Trend in the South East

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

Salary trend for Star Schema in the South East

Star Schema
Salary Histogram in the South East

The salary distribution of IT jobs citing Star Schema in the South East over the 6 months to 18 December 2018.

Salary histogram for Star Schema in the South East

Star Schema
Job Locations in the South East

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Star Schema within the South East region over the 6 months to 18 December 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
Thames Valley -1 19 £52,500 +23.53%
Berkshire 0 18 £52,500 +5.00%
Hampshire +14 3 - - 1
Surrey +33 1 £52,000 +9.47%
Buckinghamshire +19 1 £50,000 +25.00%
Kent - 1 £51,500 -
Star Schema
England

For the 6 months to 18 December 2018, IT jobs citing Star Schema also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the South East region with a requirement for Star Schema.

1 24 (100.00%) SQL
2 20 (83.33%) Data Warehouse
3 19 (79.17%) ETL
4 18 (75.00%) Microsoft
4 18 (75.00%) SQL Server
5 15 (62.50%) Business Intelligence
5 15 (62.50%) SQL Server Integration Services
6 13 (54.17%) Data Quality
7 11 (45.83%) Data Modelling
8 9 (37.50%) T-SQL
8 9 (37.50%) Oracle
9 8 (33.33%) PL/SQL
9 8 (33.33%) SQLPlus
9 8 (33.33%) Data Migration
9 8 (33.33%) SQL Server Reporting Services
9 8 (33.33%) Migration
9 8 (33.33%) Power BI
10 7 (29.17%) Relational Database
10 7 (29.17%) SQL Server Analysis Services
11 6 (25.00%) Data Management
11 6 (25.00%) RDBMS
11 6 (25.00%) Data Architecture
11 6 (25.00%) Microsoft Azure
12 5 (20.83%) Master Data Management
12 5 (20.83%) Oracle ODI
12 5 (20.83%) ASP.NET Web API
12 5 (20.83%) SDLC
12 5 (20.83%) SOLID
12 5 (20.83%) Greenfield Project
12 5 (20.83%) Creative Thinking

Star Schema
Co-occurring IT Skills in the South East 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 3 (12.50%) Oracle Application Server
Applications
1 3 (12.50%) MS Visio
2 1 (4.17%) Microsoft Excel
Cloud Services
1 6 (25.00%) Microsoft Azure
Communications & Networking
1 3 (12.50%) SAN
Database & Business Intelligence
1 20 (83.33%) Data Warehouse
2 18 (75.00%) SQL Server
3 15 (62.50%) SQL Server Integration Services
4 8 (33.33%) Power BI
4 8 (33.33%) SQL Server Reporting Services
4 8 (33.33%) SQLPlus
5 7 (29.17%) Relational Database
5 7 (29.17%) SQL Server Analysis Services
6 6 (25.00%) RDBMS
7 5 (20.83%) BusinessObjects
7 5 (20.83%) Oracle ODI
8 4 (16.67%) Oracle Database
9 3 (12.50%) OLAP
9 3 (12.50%) OLTP
9 3 (12.50%) Oracle OLAP
10 1 (4.17%) Data Mart
10 1 (4.17%) Enterprise Data Warehouse
Development Applications
1 3 (12.50%) JIRA
General
1 2 (8.33%) Telecoms
2 1 (4.17%) Banking
Job Titles
1 15 (62.50%) Developer
2 8 (33.33%) Business Intelligence Developer
3 6 (25.00%) Architect
3 6 (25.00%) Data Architect
4 5 (20.83%) .NET Developer
4 5 (20.83%) Senior Developer
4 5 (20.83%) SSRS Developer
5 4 (16.67%) ETL Developer
5 4 (16.67%) Senior .NET Developer
6 3 (12.50%) C# .NET Developer
6 3 (12.50%) C# Developer
6 3 (12.50%) DBA
6 3 (12.50%) Oracle DBA
6 3 (12.50%) SQL Developer
7 2 (8.33%) C# VB.NET Developer
7 2 (8.33%) Database Developer
7 2 (8.33%) Senior C# .NET Developer
7 2 (8.33%) Senior C# Developer
7 2 (8.33%) VB.NET Developer
8 1 (4.17%) Senior SQL Developer
Libraries, Frameworks & Software Standards
1 5 (20.83%) .NET
1 5 (20.83%) ASP.NET Web API
1 5 (20.83%) Middleware
1 5 (20.83%) WCF
1 5 (20.83%) WinForms
2 3 (12.50%) Web Services
Miscellaneous
1 5 (20.83%) Greenfield Project
1 5 (20.83%) Self-Motivation
2 3 (12.50%) Clustering
3 1 (4.17%) Analytical Skills
Operating Systems
1 3 (12.50%) Linux
1 3 (12.50%) Unix
1 3 (12.50%) Windows
1 3 (12.50%) Windows Server
Processes & Methodologies
1 19 (79.17%) ETL
2 15 (62.50%) Business Intelligence
3 11 (45.83%) Data Modelling
4 8 (33.33%) Data Migration
4 8 (33.33%) Migration
5 6 (25.00%) Data Architecture
5 6 (25.00%) Data Management
6 5 (20.83%) Creative Thinking
6 5 (20.83%) Data Mapping
6 5 (20.83%) Master Data Management
6 5 (20.83%) SDLC
6 5 (20.83%) SOLID
6 5 (20.83%) Unit Testing
7 3 (12.50%) Agile Software Development
7 3 (12.50%) ITIL
7 3 (12.50%) Performance Tuning
7 3 (12.50%) PRINCE2
8 1 (4.17%) Analytics
8 1 (4.17%) ETL Development
8 1 (4.17%) Translating Business Requirements
Programming Languages
1 24 (100.00%) SQL
2 9 (37.50%) T-SQL
3 8 (33.33%) PL/SQL
4 5 (20.83%) C#
4 5 (20.83%) VB
4 5 (20.83%) VB.NET
5 3 (12.50%) Java
Quality Assurance & Compliance
1 13 (54.17%) Data Quality
Systems Management
1 3 (12.50%) Data Guard
Vendors
1 18 (75.00%) Microsoft
2 9 (37.50%) Oracle
3 5 (20.83%) Ab Initio
3 5 (20.83%) MicroStrategy
3 5 (20.83%) Teradata