Period
to 21 June 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 21 June 2018 with a comparison to the same period in the previous 2 years.

Star Schema
England > South East
6 months to
21 Jun 2018
Same period 2017 Same period 2016
Rank 521 537 611
Rank change year-on-year +16 +74 -18
Permanent jobs citing Star Schema 33 18 26
As % of all permanent IT jobs advertised in the South East 0.11% 0.061% 0.069%
As % of the Database & Business Intelligence category 0.37% 0.21% 0.22%
Number of salaries quoted 24 18 21
South East median annual salary £55,000 £38,500 £42,500
Median salary % change year-on-year +42.86% -9.41% -8.60%
10th Percentile £21,250 £22,750 £32,500
90th Percentile £63,500 £63,750 £70,000
England median annual salary £60,000 £51,500 £52,500
% change year-on-year +16.50% -1.90% +5.00%

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 8,912 8,762 11,781
As % of all permanent IT jobs advertised in the South East 29.58% 29.85% 31.34%
Number of salaries quoted 7,608 7,550 10,452
South East median annual salary £45,000 £45,000 £45,000
10th Percentile £29,250 £27,500 £27,500
90th Percentile £67,500 £65,000 £65,000
England median annual salary £50,000 £47,500 £47,500
% change year-on-year +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 21 June 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 21 June 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 +5 15 £55,000 +129.17% 1
Surrey +8 9 £42,500 -15.00%
Hampshire -10 9 - -
Berkshire +6 8 £55,000 +48.65% 1
Buckinghamshire +10 7 £60,000 +33.33%
Star Schema
England

For the 6 months to 21 June 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 33 (100.00%) SQL
2 30 (90.91%) SQL Server
3 28 (84.85%) Microsoft
4 25 (75.76%) Data Warehouse
4 25 (75.76%) ETL
5 24 (72.73%) T-SQL
5 24 (72.73%) SQL Server Reporting Services
5 24 (72.73%) SQL Server Integration Services
6 17 (51.52%) SQL Server Analysis Services
7 14 (42.42%) Microsoft Excel
8 13 (39.39%) Business Intelligence
8 13 (39.39%) Migration
9 10 (30.30%) Power BI
10 9 (27.27%) Oracle Database
10 9 (27.27%) Oracle
11 8 (24.24%) Finance
12 7 (21.21%) SQL Server Management Studio (SSMS)
12 7 (21.21%) Kimball Methodology
12 7 (21.21%) RedGate
12 7 (21.21%) Visualisation
12 7 (21.21%) Microsoft Azure
12 7 (21.21%) Advertising
12 7 (21.21%) Data Analysis
12 7 (21.21%) PowerShell
12 7 (21.21%) .NET
12 7 (21.21%) C#
12 7 (21.21%) Snowflake Schema
13 6 (18.18%) OLTP
13 6 (18.18%) MS Visio
13 6 (18.18%) SAN

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 6 (18.18%) Oracle Application Server
Applications
1 14 (42.42%) Microsoft Excel
2 6 (18.18%) MS Visio
Cloud Services
1 7 (21.21%) Microsoft Azure
Communications & Networking
1 6 (18.18%) SAN
Database & Business Intelligence
1 30 (90.91%) SQL Server
2 25 (75.76%) Data Warehouse
3 24 (72.73%) SQL Server Integration Services
3 24 (72.73%) SQL Server Reporting Services
4 17 (51.52%) SQL Server Analysis Services
5 10 (30.30%) Power BI
6 9 (27.27%) Oracle Database
7 7 (21.21%) Snowflake Schema
8 6 (18.18%) OLAP
8 6 (18.18%) OLTP
8 6 (18.18%) Oracle OLAP
8 6 (18.18%) SQLPlus
9 3 (9.09%) Oracle Database 12c
10 1 (3.03%) Oracle BI EE
10 1 (3.03%) Oracle Reports
Development Applications
1 7 (21.21%) SQL Server Management Studio (SSMS)
2 6 (18.18%) JIRA
3 1 (3.03%) Subversion
General
1 8 (24.24%) Finance
2 7 (21.21%) Advertising
3 5 (15.15%) Banking
Job Titles
1 13 (39.39%) DBA
2 11 (33.33%) Consultant
3 9 (27.27%) Developer
4 8 (24.24%) SSRS Developer
5 7 (21.21%) SQL DBA
6 5 (15.15%) Oracle DBA
6 5 (15.15%) Report Developer
6 5 (15.15%) SQL Developer
6 5 (15.15%) SSAS Developer
6 5 (15.15%) SSIS Developer
7 4 (12.12%) Analytics Consultant
7 4 (12.12%) Data Analytics Consultant
7 4 (12.12%) Data Consultant
7 4 (12.12%) Graduate
7 4 (12.12%) Graduate Consultant
8 3 (9.09%) Business Intelligence Consultant
8 3 (9.09%) Business Intelligence Developer
8 3 (9.09%) Microsoft BI Consultant
8 3 (9.09%) Microsoft Consultant
8 3 (9.09%) Oracle Consultant
Libraries, Frameworks & Software Standards
1 7 (21.21%) .NET
2 6 (18.18%) Web Services
Miscellaneous
1 6 (18.18%) Clustering
2 5 (15.15%) Analytical Skills
2 5 (15.15%) Management Information System
Operating Systems
1 6 (18.18%) Linux
1 6 (18.18%) Unix
1 6 (18.18%) Windows
1 6 (18.18%) Windows Server
Processes & Methodologies
1 25 (75.76%) ETL
2 13 (39.39%) Business Intelligence
2 13 (39.39%) Migration
3 7 (21.21%) Data Analysis
3 7 (21.21%) Kimball Methodology
3 7 (21.21%) Visualisation
4 6 (18.18%) Agile Software Development
4 6 (18.18%) Data Migration
4 6 (18.18%) ITIL
4 6 (18.18%) Performance Tuning
4 6 (18.18%) PRINCE2
5 5 (15.15%) Asset Management
5 5 (15.15%) Creative Thinking
5 5 (15.15%) Problem-Solving
5 5 (15.15%) Strategic Thinking
6 4 (12.12%) Analytics
6 4 (12.12%) Data Analytics
6 4 (12.12%) Data Visualisation
7 3 (9.09%) Dashboard Development
7 3 (9.09%) Inmon Methodology
Programming Languages
1 33 (100.00%) SQL
2 24 (72.73%) T-SQL
3 7 (21.21%) C#
3 7 (21.21%) PowerShell
4 6 (18.18%) Java
4 6 (18.18%) PL/SQL
5 4 (12.12%) Data Analysis Expressions (DAX)
Qualifications
1 5 (15.15%) MCSE
1 5 (15.15%) Microsoft Certification
2 3 (9.09%) Degree
2 3 (9.09%) SC Cleared
2 3 (9.09%) Security Cleared
3 1 (3.03%) MCP
Quality Assurance & Compliance
1 3 (9.09%) Data Quality
Systems Management
1 6 (18.18%) Data Guard
Vendors
1 28 (84.85%) Microsoft
2 9 (27.27%) Oracle
3 7 (21.21%) RedGate