Period
to 14 December 2018

The following table provides summary statistics for contract job vacancies advertised in Scotland with a requirement for Data Mart skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Mart over the 6 months to 14 December 2018 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Data Mart
UK > Scotland
6 months to
14 Dec 2018
Same period 2017 Same period 2016
Rank 191 185 184
Rank change year-on-year -6 -1 +2
Contract jobs citing Data Mart 8 1 1
As % of all contract IT jobs advertised in Scotland 0.15% 0.020% 0.024%
As % of the Database & Business Intelligence category 0.73% 0.10% 0.10%
Number of daily rates quoted 6 0 1
Scotland median daily rate £400 - £500
10th Percentile £350 - £475
90th Percentile £556 - £525
UK median daily rate £479 £450 £500
% change year-on-year +6.39% -10.00% +15.61%
Number of hourly rates quoted 0 0 0
Scotland median hourly rate - - -
UK median hourly rate - £59.00 -

Data Mart is in the Databases and Business Intelligence category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Scotland with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Scotland
Contract vacancies with a requirement for database or business intelligence skills 1,094 969 982
As % of all contract IT jobs advertised in Scotland 20.96% 19.42% 23.60%
Number of daily rates quoted 632 534 530
Scotland median daily rate £400 £388 £350
Median daily rate % change year-on-year +3.23% +10.71% -6.67%
10th Percentile £308 £288 £261
90th Percentile £538 £504 £475
UK median daily rate £475 £450 £425
% change year-on-year +5.56% +5.88% +3.03%
Number of hourly rates quoted 8 11 18
Scotland median hourly rate £31.25 £42.00 £43.50
Median hourly rate % change year-on-year -25.60% -3.45% +74.00%
10th Percentile £14.15 £13.65 £10.72
90th Percentile £35.00 £195.00 £52.00
UK median hourly rate £32.48 £31.15 £28.00
% change year-on-year +4.25% +11.25% -0.44%

Data Mart
Job Vacancy Trend in Scotland

Job postings citing Data Mart as a percentage of all IT jobs advertised in Scotland.

Job vacancy trend for Data Mart in Scotland

Data Mart
Contractor Daily Rate Trend in Scotland

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Data Mart in Scotland.

Contractor daily rate trend for Data Mart in Scotland

Data Mart
Contractor Daily Rate Histogram in Scotland

The daily rate distribution of IT jobs citing Data Mart in Scotland over the 6 months to 14 December 2018.

Contractor daily rate histogram for Data Mart in Scotland

Data Mart
Contract Job Locations in Scotland

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Mart within the Scotland region over the 6 months to 14 December 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Glasgow - 5 £350 -
Edinburgh +8 3 £450 - 1
Data Mart
UK

For the 6 months to 14 December 2018, IT contractor jobs citing Data Mart also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the Scotland region with a requirement for Data Mart.

1 8 (100.00%) SQL
2 7 (87.50%) Agile Software Development
3 5 (62.50%) Billing
3 5 (62.50%) Web Services
3 5 (62.50%) CRM
3 5 (62.50%) Amazon AWS
4 3 (37.50%) Use Case
4 3 (37.50%) ETL
4 3 (37.50%) PMP
4 3 (37.50%) Project Management
4 3 (37.50%) Oracle
4 3 (37.50%) Finance
4 3 (37.50%) Scrum
5 2 (25.00%) Banking
5 2 (25.00%) Investment Banking
5 2 (25.00%) Oracle Workflow
5 2 (25.00%) SQL Server
5 2 (25.00%) Microsoft Office
5 2 (25.00%) Oracle Reports
5 2 (25.00%) Microsoft Excel
5 2 (25.00%) Java
5 2 (25.00%) .NET
5 2 (25.00%) Informatica
5 2 (25.00%) Business Intelligence
5 2 (25.00%) Workflow
5 2 (25.00%) Microsoft PowerPoint
5 2 (25.00%) Vermilion
5 2 (25.00%) Agile Project Management
5 2 (25.00%) Talend
5 2 (25.00%) Oracle Database

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 2 (25.00%) Oracle Workflow
Applications
1 2 (25.00%) Microsoft Excel
1 2 (25.00%) Microsoft Office
1 2 (25.00%) Microsoft PowerPoint
Cloud Services
1 5 (62.50%) Amazon AWS
Database & Business Intelligence
1 2 (25.00%) Oracle Database
1 2 (25.00%) Oracle Reports
1 2 (25.00%) SQL Server
2 1 (12.50%) BusinessObjects
2 1 (12.50%) Data Warehouse
2 1 (12.50%) DataStage
General
1 5 (62.50%) Billing
2 3 (37.50%) Finance
3 2 (25.00%) Banking
3 2 (25.00%) Investment Banking
4 1 (12.50%) Financial Institution
Job Titles
1 5 (62.50%) Project Manager
2 3 (37.50%) Developer
2 3 (37.50%) Technical Manager
2 3 (37.50%) Technical Project Manager
3 2 (25.00%) IT Manager
3 2 (25.00%) IT Project Manager
4 1 (12.50%) DataStage Developer
4 1 (12.50%) DataStage ETL Developer
4 1 (12.50%) ETL Developer
4 1 (12.50%) Report Developer
4 1 (12.50%) Software Developer
4 1 (12.50%) Tools Developer
Libraries, Frameworks & Software Standards
1 5 (62.50%) Web Services
2 2 (25.00%) .NET
Miscellaneous
1 2 (25.00%) Analytical Skills
Processes & Methodologies
1 7 (87.50%) Agile Software Development
2 5 (62.50%) CRM
3 3 (37.50%) ETL
3 3 (37.50%) Project Management
3 3 (37.50%) Scrum
3 3 (37.50%) Use Case
4 2 (25.00%) Agile Project Management
4 2 (25.00%) Business Intelligence
4 2 (25.00%) SDLC
4 2 (25.00%) Workflow
5 1 (12.50%) Collaborative Working
5 1 (12.50%) Customer Requirements
5 1 (12.50%) Data Analysis
5 1 (12.50%) Data Modelling
5 1 (12.50%) Dimensional Modelling
5 1 (12.50%) Kimball Methodology
5 1 (12.50%) Process Improvement
5 1 (12.50%) Time Management
Programming Languages
1 8 (100.00%) SQL
2 2 (25.00%) Java
3 1 (12.50%) VB
Qualifications
1 3 (37.50%) PMP
2 1 (12.50%) Degree
Quality Assurance & Compliance
1 1 (12.50%) Data Quality
1 1 (12.50%) QA
Vendors
1 3 (37.50%) Oracle
2 2 (25.00%) Informatica
2 2 (25.00%) Talend
2 2 (25.00%) Vermilion