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 23 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
23 Mar 2017
Same period 2016 Same period 2015
Data Mart
UK / Scotland
Rank 138 - 157
Rank change year-on-year - 0  
Permanent jobs citing Data Mart 3 0 2
As % of all permanent IT jobs advertised in Scotland 0.13% - 0.065%
As % of the Database & Business Intelligence category 0.34% - 0.22%
Number of salaries quoted 3 0 2
Median salary £45,000 - £57,000
UK excluding London median salary £45,000 £47,500 £46,500
% change year-on-year -5.26% +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 895 886 912
As % of all permanent IT job vacancies advertised in Scotland 39.29% 30.47% 29.57%
Number of salaries quoted 539 561 584
Median salary £42,500 £47,500 £40,000
Median salary % change year-on-year -10.52% +18.75%  
90% offered a salary of more than £31,500 £32,500 £32,000
10% offered a salary of more than £70,000 £55,000 £57,500
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year - +6.25%  

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

Data Mart
Salary Histogram in Scotland

The salary distribution of IT jobs citing Data Mart in Scotland over the 3 months to 23 March 2017.

Salary histogram for Data Mart in Scotland

Data Mart
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Mart within the Scotland region over the 3 months to 23 March 2017. 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 Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Glasgow - 3 £45,000 -
Data Mart
UK

Data Mart
Top 30 Related IT Skills in Scotland

For the 6 months to 23 March 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 8 (100.00%) Oracle
1 8 (100.00%) Data Warehouse
1 8 (100.00%) Finance
2 7 (87.50%) Data Modelling
3 6 (75.00%) Performance Tuning
3 6 (75.00%) Relational Database
4 5 (62.50%) Analytical Skills
4 5 (62.50%) Infrastructure Management
4 5 (62.50%) ETL Development
4 5 (62.50%) ETL
4 5 (62.50%) DB2
4 5 (62.50%) Informatica
4 5 (62.50%) ERwin
4 5 (62.50%) Teradata
4 5 (62.50%) Pega
5 3 (37.50%) Unix
5 3 (37.50%) PL/SQL
5 3 (37.50%) SQL
5 3 (37.50%) Oracle Database
6 2 (25.00%) Requirements Analysis
6 2 (25.00%) Oracle Database 11g
7 1 (12.50%) Agile Software Development
7 1 (12.50%) Unit Testing
7 1 (12.50%) Oracle BI EE
7 1 (12.50%) Waterfall
7 1 (12.50%) Big Data
7 1 (12.50%) SAP
7 1 (12.50%) SAS
7 1 (12.50%) Business Intelligence
7 1 (12.50%) RDBMS

Data Mart
Top Related 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 (12.50%) SAS
Database & Business Intelligence
1 8 (100.00%) Data Warehouse
2 6 (75.00%) Relational Database
3 5 (62.50%) DB2
4 3 (37.50%) Oracle Database
5 2 (25.00%) Oracle Database 11g
6 1 (12.50%) Big Data
6 1 (12.50%) BusinessObjects
6 1 (12.50%) DataStage
6 1 (12.50%) Oracle BI EE
6 1 (12.50%) RDBMS
Development Applications
1 5 (62.50%) ERwin
General
1 8 (100.00%) Finance
Job Titles
1 5 (62.50%) Data Modeller
2 3 (37.50%) Developer
3 2 (25.00%) Oracle Developer
4 1 (12.50%) Business Intelligence Developer
4 1 (12.50%) Data Warehouse Developer
4 1 (12.50%) Designer
4 1 (12.50%) Oracle Financials Developer
4 1 (12.50%) Senior Business Intelligence Developer
4 1 (12.50%) Senior Data Warehouse Developer
4 1 (12.50%) Senior Designer
4 1 (12.50%) Senior Developer
Miscellaneous
1 5 (62.50%) Analytical Skills
Operating Systems
1 3 (37.50%) Unix
Processes & Methodologies
1 7 (87.50%) Data Modelling
2 6 (75.00%) Performance Tuning
3 5 (62.50%) ETL
3 5 (62.50%) ETL Development
3 5 (62.50%) Infrastructure Management
4 2 (25.00%) Requirements Analysis
5 1 (12.50%) Agile Software Development
5 1 (12.50%) Business Intelligence
5 1 (12.50%) Logical Data Model
5 1 (12.50%) Physical Data Model
5 1 (12.50%) Quality Management
5 1 (12.50%) SDLC
5 1 (12.50%) Software Delivery
5 1 (12.50%) Unit Testing
5 1 (12.50%) Waterfall
Programming Languages
1 3 (37.50%) PL/SQL
1 3 (37.50%) SQL
Vendors
1 8 (100.00%) Oracle
2 5 (62.50%) Informatica
2 5 (62.50%) Pega
2 5 (62.50%) Teradata
3 1 (12.50%) Cognos
3 1 (12.50%) MicroStrategy
3 1 (12.50%) SAP