The following table provides summary statistics for permanent job vacancies advertised in Scotland with a requirement for Data Mart skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Mart over the 3 months to 27 June 2017 with a comparison to the same period in the previous 2 years.

Data Mart
UK / Scotland
3 months to
27 Jun 2017
Same period 2016 Same period 2015
Rank - - 158
Permanent jobs citing Data Mart 0 0 8
As % of all permanent IT jobs advertised in Scotland - - 0.26%
As % of the Database & Business Intelligence category - - 0.75%
Number of salaries quoted 0 0 6
Median salary - - £49,500
UK excluding London median salary £42,500 £47,500 £46,500
% change year-on-year -10.52% +2.15%  

Data Mart is in the database and business intelligence skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Scotland with a requirement for database and business intelligence skills.

Database & Business Intelligence Skills
Scotland
Permanent job vacancies with a requirement for database and business intelligence skills 1007 911 1060
As % of all permanent IT job vacancies advertised in Scotland 37.10% 31.79% 34.01%
Number of salaries quoted 635 434 676
Median salary £43,000 £45,000 £42,500
Median salary % change year-on-year -4.44% +5.88%  
90% offered a salary of more than £30,500 £31,000 £30,000
10% offered a salary of more than £70,000 £60,000 £60,000
UK excluding London median salary £42,500 £42,500 £41,500
% change year-on-year - +2.40%  

Data Mart
Job Vacancy Trend in Scotland

The job posting trend of jobs advertised in Scotland citing Data Mart as a proportion of all permanent or contract IT jobs with a match in the Database & Business Intelligence category.

Job vacancy trend for Data Mart in Scotland

Data Mart
Salary Trend in Scotland

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Mart in Scotland.

Salary trend for Data Mart in Scotland

For the 6 months to 27 June 2017, IT jobs citing Data Mart 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 Scotland region with a requirement for Data Mart.

1 3 (100.00%) Data Warehouse
1 3 (100.00%) PL/SQL
1 3 (100.00%) SQL
1 3 (100.00%) Oracle
1 3 (100.00%) Unix
1 3 (100.00%) Oracle Database
1 3 (100.00%) Finance
2 2 (66.67%) Requirements Analysis
2 2 (66.67%) Oracle Database 11g
2 2 (66.67%) Data Modelling
3 1 (33.33%) SAS
3 1 (33.33%) Business Intelligence
3 1 (33.33%) RDBMS
3 1 (33.33%) BusinessObjects
3 1 (33.33%) MicroStrategy
3 1 (33.33%) DataStage
3 1 (33.33%) Quality Management
3 1 (33.33%) Cognos
3 1 (33.33%) SAP
3 1 (33.33%) Unit Testing
3 1 (33.33%) Oracle BI EE
3 1 (33.33%) Waterfall
3 1 (33.33%) Big Data
3 1 (33.33%) Performance Tuning
3 1 (33.33%) Relational Database
3 1 (33.33%) Logical Data Model
3 1 (33.33%) Physical Data Model
3 1 (33.33%) Software Delivery
3 1 (33.33%) SDLC
3 1 (33.33%) Greenfield Project

Data Mart
Co-occurring IT Skills in Scotland 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 1 (33.33%) SAS
Database & Business Intelligence
1 3 (100.00%) Data Warehouse
1 3 (100.00%) Oracle Database
2 2 (66.67%) Oracle Database 11g
3 1 (33.33%) Big Data
3 1 (33.33%) BusinessObjects
3 1 (33.33%) DataStage
3 1 (33.33%) Oracle BI EE
3 1 (33.33%) RDBMS
3 1 (33.33%) Relational Database
General
1 3 (100.00%) Finance
Job Titles
1 3 (100.00%) Developer
2 2 (66.67%) Oracle Developer
3 1 (33.33%) Business Intelligence Developer
3 1 (33.33%) Data Warehouse Developer
3 1 (33.33%) Designer
3 1 (33.33%) Oracle Financials Developer
3 1 (33.33%) Senior Business Intelligence Developer
3 1 (33.33%) Senior Data Warehouse Developer
3 1 (33.33%) Senior Designer
3 1 (33.33%) Senior Developer
Miscellaneous
1 1 (33.33%) Greenfield Project
Operating Systems
1 3 (100.00%) Unix
Processes & Methodologies
1 2 (66.67%) Data Modelling
1 2 (66.67%) Requirements Analysis
2 1 (33.33%) Agile Software Development
2 1 (33.33%) Business Intelligence
2 1 (33.33%) Logical Data Model
2 1 (33.33%) Performance Tuning
2 1 (33.33%) Physical Data Model
2 1 (33.33%) Quality Management
2 1 (33.33%) SDLC
2 1 (33.33%) Software Delivery
2 1 (33.33%) Unit Testing
2 1 (33.33%) Waterfall
Programming Languages
1 3 (100.00%) PL/SQL
1 3 (100.00%) SQL
Vendors
1 3 (100.00%) Oracle
2 1 (33.33%) Cognos
2 1 (33.33%) MicroStrategy
2 1 (33.33%) SAP