The table below looks at the statistics for Snowflake Schema skills in IT jobs advertised across the UK. Included is a guide to the average salaries offered in IT jobs that have cited Snowflake Schema over the 3 months to 10 February 2016 with a comparison to the same period in the previous 2 years.

Location
3 months to
10 Feb 2016
Same period 2015 Same period 2014
Snowflake Schema
Rank 923 922 931
Rank change year-on-year
-1 +9
Permanent jobs citing Snowflake Schema 12 15 6
As % of all permanent IT jobs located in the UK 0.012% 0.014% 0.006%
As % of the Database & Business Intelligence category 0.037% 0.046% 0.017%
Number of salaries quoted 8 15 5
Average salary £35,000 £52,500 £92,500
Average salary % change year-on-year
-33.33% -43.24%
UK excluding London average salary £35,000 £52,500 £76,250
% change year-on-year
-33.33% -31.14%

The following table is for comparison with the above and provides statistics for the entire Database & Business Intelligence category in permanent jobs advertised across the UK.

Database & Business Intelligence Category
UK
Permanent IT job ads with a match in the
Database & Business Intelligence category
32087 32955 34414
As % of all permanent IT jobs located in the UK 31.68% 30.96% 32.70%
Number of salaries quoted 27204 28254 29062
Average salary £47,500 £45,000 £45,000
Average salary % change year-on-year
+5.55% -
90% offered a salary of more than £32,500 £31,000 £30,000
10% offered a salary of more than £72,500 £70,000 £70,000
UK excluding London average salary £42,500 £40,000 £40,000
% change year-on-year
+6.25% -

Snowflake Schema
Jobs Demand Trend

This chart provides the 3-month moving total of permanent IT jobs citing Snowflake Schema within the UK as a proportion of the total demand within the Database & Business Intelligence category.

Snowflake Schema Jobs Demand Trend in the UK

Snowflake Schema
Salary Trend

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Snowflake Schema within the UK.

Snowflake Schema Salary Trend in the UK

Snowflake Schema
Salary Histogram

This chart provides a salary histogram for IT jobs citing Snowflake Schema over the 3 months to 10 February 2016 within the UK.

Snowflake Schema Salary Histogram in the UK

Snowflake Schema
Top 7 Job Locations

The table below looks at the demand and provides a guide to the average salaries quoted in IT jobs citing Snowflake Schema within the UK over the 3 months to 10 February 2016. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Use links below to see detailed
statistics and historical trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Average Salary
Last 3 Months
Average Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
England +17 12 £35,000 -33.33%
West Midlands - 6 £35,000 -
Birmingham - 6 £35,000 -
South East +13 4 - -
Thames Ditton - 4 - -
Surrey - 4 - -
London +3 2 £62,500 +8.69%

Snowflake Schema
Top 30 Related IT Skills

For the 6 months to 10 February 2016, IT jobs within the UK citing Snowflake Schema also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Snowflake Schema.

1 21 (100.00%) Data Warehouse
2 20 (95.24%) Business Intelligence
3 19 (90.48%) SQL
4 17 (80.95%) Star Schema
5 16 (76.19%) ETL
6 15 (71.43%) SQL Server
6 15 (71.43%) SQL Server Reporting Services
6 15 (71.43%) SQL Server Integration Services
6 15 (71.43%) SQL Server Analysis Services
6 15 (71.43%) Kimball Methodology
7 13 (61.90%) Data Modelling
8 12 (57.14%) OLAP
8 12 (57.14%) MDX
8 12 (57.14%) Data Mart
9 11 (52.38%) Refactoring
9 11 (52.38%) RDBMS
9 11 (52.38%) Relational Database
9 11 (52.38%) Power BI
10 10 (47.62%) Microsoft
11 9 (42.86%) T-SQL
12 7 (33.33%) BusinessObjects
12 7 (33.33%) MicroStrategy
13 6 (28.57%) BizTalk Server
13 6 (28.57%) OpenView
13 6 (28.57%) VB
13 6 (28.57%) Visual Studio
13 6 (28.57%) C#
13 6 (28.57%) SOAP
13 6 (28.57%) Web Services
13 6 (28.57%) XML

Snowflake Schema
Top Related IT Skills by Category

For the 6 months to 10 February 2016, IT jobs within the UK citing Snowflake Schema also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Snowflake Schema. Up to 20 skills are shown per category.

Application Platforms
1 6 (28.57%) BizTalk Server
2 1 (4.76%) Apache Spark
2 1 (4.76%) SAS
Applications
1 1 (4.76%) MS Excel
1 1 (4.76%) SPSS
Business Applications
1 1 (4.76%) SAP APO
Cloud Services
1 5 (23.81%) Microsoft Azure
1 5 (23.81%) Office 365
Database & Business Intelligence
1 21 (100.00%) Data Warehouse
2 17 (80.95%) Star Schema
3 15 (71.43%) SQL Server
3 15 (71.43%) SQL Server Analysis Services
3 15 (71.43%) SQL Server Integration Services
3 15 (71.43%) SQL Server Reporting Services
4 12 (57.14%) Data Mart
4 12 (57.14%) OLAP
5 11 (52.38%) Power BI
5 11 (52.38%) RDBMS
5 11 (52.38%) Relational Database
6 7 (33.33%) BusinessObjects
7 5 (23.81%) SQL Server 2008
8 4 (19.05%) QlikView
9 3 (14.29%) Microsoft Analysis Services
10 2 (9.52%) Data Mining
11 1 (4.76%) Big Data
11 1 (4.76%) Hadoop
11 1 (4.76%) HBase
11 1 (4.76%) OLTP
Development Applications
1 6 (28.57%) Visual Studio
2 1 (4.76%) ERwin
General
1 1 (4.76%) Pharmaceutical
Job Titles
1 15 (71.43%) Developer
2 14 (66.67%) Analyst
3 11 (52.38%) Business Intelligence Analyst
3 11 (52.38%) Business Intelligence Developer
4 10 (47.62%) Analyst Developer
4 10 (47.62%) Developer Analyst
5 6 (28.57%) Report Analyst
5 6 (28.57%) Report Developer
6 4 (19.05%) Business Developer
6 4 (19.05%) MicroStrategy Developer
7 3 (14.29%) Business Analyst
7 3 (14.29%) Data Business Analyst
7 3 (14.29%) Data Warehouse Analyst
7 3 (14.29%) Data Warehouse Business Analyst
7 3 (14.29%) SQL Analyst
7 3 (14.29%) SQL Data Analyst
8 2 (9.52%) Architect
8 2 (9.52%) Data Architect
9 1 (4.76%) Junior
9 1 (4.76%) Junior Developer
Libraries, Frameworks & Software Standards
1 12 (57.14%) MDX
2 6 (28.57%) SOAP
2 6 (28.57%) Web Services
2 6 (28.57%) XML
2 6 (28.57%) XSL
Miscellaneous
1 6 (28.57%) Data Structures
2 4 (19.05%) Analytical Skills
3 1 (4.76%) Fintech
Processes & Methodologies
1 20 (95.24%) Business Intelligence
2 16 (76.19%) ETL
3 15 (71.43%) Kimball Methodology
4 13 (61.90%) Data Modelling
5 11 (52.38%) Refactoring
6 6 (28.57%) Test Scripting
7 5 (23.81%) Agile Software Development
7 5 (23.81%) Open Source
8 4 (19.05%) Analytics
8 4 (19.05%) Data Cleansing
8 4 (19.05%) Data Transformation
8 4 (19.05%) Enterprise Architecture
8 4 (19.05%) High Availability
8 4 (19.05%) Performance Tuning
9 3 (14.29%) Business Analysis
9 3 (14.29%) Business Process Mapping
9 3 (14.29%) Change Management
9 3 (14.29%) Dimensional Modelling
9 3 (14.29%) Project Management
9 3 (14.29%) Stakeholder Management
Programming Languages
1 19 (90.48%) SQL
2 9 (42.86%) T-SQL
3 6 (28.57%) C#
3 6 (28.57%) VB
4 1 (4.76%) Bash Shell
4 1 (4.76%) C-shell
4 1 (4.76%) Java
4 1 (4.76%) Python
Qualifications
1 4 (19.05%) Degree
System Software
1 1 (4.76%) Apache Flume
Systems Management
1 6 (28.57%) OpenView
2 1 (4.76%) Hadoop YARN
2 1 (4.76%) Oozie
Vendors
1 10 (47.62%) Microsoft
2 7 (33.33%) MicroStrategy
3 3 (14.29%) Cognos
3 3 (14.29%) Informatica
3 3 (14.29%) Oracle
3 3 (14.29%) Tableau
4 1 (4.76%) Cloudera
4 1 (4.76%) Hortonworks
4 1 (4.76%) IBM
4 1 (4.76%) MapR
4 1 (4.76%) SAP