Period
to 18 September 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 September 2018 with a comparison to the same period in the previous 2 years.

Star Schema
England > South East
6 months to
18 Sep 2018
Same period 2017 Same period 2016
Rank 496 526 595
Rank change year-on-year +30 +69 -22
Permanent jobs citing Star Schema 36 12 17
As % of all permanent IT jobs advertised in the South East 0.12% 0.041% 0.048%
As % of the Database & Business Intelligence category 0.42% 0.13% 0.16%
Number of salaries quoted 28 12 16
South East median annual salary £48,500 £50,000 £58,000
Median salary % change year-on-year -3.00% -13.79% +33.33%
10th Percentile £21,250 £38,125 £44,375
90th Percentile £60,000 £63,750 £70,000
England median annual salary £60,000 £48,500 £54,000
% change year-on-year +23.71% -10.19% +12.50%

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 8,490 8,997 10,905
As % of all permanent IT jobs advertised in the South East 28.67% 31.08% 30.48%
Number of salaries quoted 7,149 7,697 9,616
South East median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - +5.88%
10th Percentile £30,000 £27,500 £27,500
90th Percentile £70,000 £66,250 £65,000
England median annual salary £50,000 £48,500 £47,500
% change year-on-year +3.09% +2.11% +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 September 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 September 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 +19 23 £55,000 +22.22% 1
Berkshire +8 16 £45,000 - 1
Hampshire - 8 - -
Buckinghamshire - 7 £60,000 -
Surrey +14 5 £22,500 -52.63%
Star Schema
England

For the 6 months to 18 September 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 36 (100.00%) SQL
2 35 (97.22%) SQL Server
2 35 (97.22%) Microsoft
3 31 (86.11%) Data Warehouse
4 29 (80.56%) ETL
5 27 (75.00%) T-SQL
5 27 (75.00%) SQL Server Integration Services
6 26 (72.22%) SQL Server Reporting Services
7 18 (50.00%) SQL Server Analysis Services
8 16 (44.44%) Business Intelligence
9 15 (41.67%) Migration
10 14 (38.89%) Power BI
11 13 (36.11%) Microsoft Excel
12 11 (30.56%) Data Quality
13 9 (25.00%) PL/SQL
13 9 (25.00%) Oracle
13 9 (25.00%) SQLPlus
14 8 (22.22%) SAN
14 8 (22.22%) OLTP
14 8 (22.22%) MS Visio
14 8 (22.22%) PRINCE2
14 8 (22.22%) Unix
14 8 (22.22%) Windows
14 8 (22.22%) Linux
14 8 (22.22%) Java
14 8 (22.22%) OLAP
14 8 (22.22%) Web Services
14 8 (22.22%) ITIL
14 8 (22.22%) Oracle Application Server
14 8 (22.22%) JIRA

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 8 (22.22%) Oracle Application Server
Applications
1 13 (36.11%) Microsoft Excel
2 8 (22.22%) MS Visio
Cloud Services
1 8 (22.22%) Microsoft Azure
Communications & Networking
1 8 (22.22%) SAN
Database & Business Intelligence
1 35 (97.22%) SQL Server
2 31 (86.11%) Data Warehouse
3 27 (75.00%) SQL Server Integration Services
4 26 (72.22%) SQL Server Reporting Services
5 18 (50.00%) SQL Server Analysis Services
6 14 (38.89%) Power BI
7 9 (25.00%) SQLPlus
8 8 (22.22%) OLAP
8 8 (22.22%) OLTP
8 8 (22.22%) Oracle Database
8 8 (22.22%) Oracle OLAP
9 4 (11.11%) Snowflake Schema
10 1 (2.78%) BusinessObjects
10 1 (2.78%) Data Mart
10 1 (2.78%) Enterprise Data Warehouse
10 1 (2.78%) Oracle ODI
10 1 (2.78%) RDBMS
10 1 (2.78%) Relational Database
Development Applications
1 8 (22.22%) JIRA
2 4 (11.11%) SQL Server Management Studio (SSMS)
3 1 (2.78%) Subversion
General
1 5 (13.89%) Banking
1 5 (13.89%) Finance
2 4 (11.11%) Advertising
3 1 (2.78%) Telecoms
Job Titles
1 16 (44.44%) Developer
2 15 (41.67%) DBA
3 13 (36.11%) SSRS Developer
4 10 (27.78%) Business Intelligence Developer
5 7 (19.44%) Oracle DBA
5 7 (19.44%) SQL DBA
6 6 (16.67%) SQL Developer
6 6 (16.67%) SSAS Developer
6 6 (16.67%) SSIS Developer
7 5 (13.89%) Consultant
7 5 (13.89%) Report Developer
8 4 (11.11%) Analytics Consultant
8 4 (11.11%) Data Analytics Consultant
8 4 (11.11%) Data Consultant
8 4 (11.11%) Graduate
8 4 (11.11%) Graduate Consultant
9 3 (8.33%) ETL Developer
10 1 (2.78%) Data Architect
10 1 (2.78%) Domain Architect
10 1 (2.78%) SQL Database Developer
Libraries, Frameworks & Software Standards
1 8 (22.22%) Web Services
2 7 (19.44%) .NET
Miscellaneous
1 8 (22.22%) Clustering
2 5 (13.89%) Analytical Skills
2 5 (13.89%) Management Information System
3 1 (2.78%) Greenfield Project
Operating Systems
1 8 (22.22%) Linux
1 8 (22.22%) Unix
1 8 (22.22%) Windows
1 8 (22.22%) Windows Server
Processes & Methodologies
1 29 (80.56%) ETL
2 16 (44.44%) Business Intelligence
3 15 (41.67%) Migration
4 8 (22.22%) Agile Software Development
4 8 (22.22%) Data Migration
4 8 (22.22%) ITIL
4 8 (22.22%) Performance Tuning
4 8 (22.22%) PRINCE2
5 7 (19.44%) Data Analysis
6 5 (13.89%) Analytics
6 5 (13.89%) Asset Management
6 5 (13.89%) Creative Thinking
6 5 (13.89%) Data Modelling
6 5 (13.89%) Problem-Solving
6 5 (13.89%) Strategic Thinking
7 4 (11.11%) Data Analytics
7 4 (11.11%) Data Visualisation
7 4 (11.11%) Kimball Methodology
7 4 (11.11%) Visualisation
8 1 (2.78%) Master Data Management
Programming Languages
1 36 (100.00%) SQL
2 27 (75.00%) T-SQL
3 9 (25.00%) PL/SQL
4 8 (22.22%) Java
5 7 (19.44%) C#
5 7 (19.44%) PowerShell
6 4 (11.11%) Data Analysis Expressions (DAX)
Qualifications
1 5 (13.89%) MCSE
1 5 (13.89%) Microsoft Certification
2 1 (2.78%) Degree
2 1 (2.78%) MCP
Quality Assurance & Compliance
1 11 (30.56%) Data Quality
Systems Management
1 8 (22.22%) Data Guard
Vendors
1 35 (97.22%) Microsoft
2 9 (25.00%) Oracle
3 7 (19.44%) RedGate
4 1 (2.78%) Ab Initio
4 1 (2.78%) MicroStrategy
4 1 (2.78%) Teradata