The following table provides summary statistics for contract job vacancies advertised in the North West 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 3 months to 22 June 2017 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
England / North West
3 months to
22 Jun 2017
Same period 2016 Same period 2015
Rank 134 156 148
Rank change year-on-year +22 -8  
Contract jobs citing Data Mart 3 5 3
As % of all contract IT jobs advertised in the North West 0.10% 0.13% 0.081%
As % of the Database & Business Intelligence category 0.49% 0.61% 0.35%
Number of daily rates quoted 2 3 3
Median daily rate £550 £525 £375
Median daily rate % change year-on-year +4.76% +40.00%  
UK excluding London median daily rate £475 £390 £375
% change year-on-year +21.79% +4.00%  
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - - -

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 contract job vacancies advertised in the North West with a requirement for database and business intelligence skills.

Contract Database & Business Intelligence Skills
North West
Contract job vacancies with a requirement for database and business intelligence skills 611 826 857
As % of all contract IT job vacancies advertised in the North West 20.85% 21.49% 23.06%
Number of daily rates quoted 353 525 537
Median daily rate £375 £388 £370
Median daily rate % change year-on-year -3.22% +4.72%  
90% offered a daily rate of more than £300 £263 £275
10% offered a daily rate of more than £525 £525 £550
UK excluding London median daily rate £400 £388 £351
% change year-on-year +3.22% +10.55%  
Number of hourly rates quoted 14 15 24
Median hourly rate £42.50 £20.50 £33.00
Median hourly rate % change year-on-year +107.31% -37.87%  
90% offered a hourly rate of more than £14.25 £16.45 £14.50
10% offered a hourly rate of more than £44.00 £41.95 £56.50
UK excluding London median hourly rate £38.00 £31.27 £26.75
% change year-on-year +21.52% +16.89%  

Data Mart
Job Vacancy Trend in the North West

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

Job vacancy trend for Data Mart in the North West

Data Mart
Contractor Daily Rate Trend in the North West

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

Contractor daily rate trend for Data Mart in the North West

Data Mart
Contractor Hourly Rate Trend in the North West

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing Data Mart in the North West.

Contractor hourly rate trend for Data Mart in the North West

Data Mart
Contract Job Locations in the North West

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 North West region over the 3 months to 22 June 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
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Cheshire +21 2 £550 +4.76%
Manchester +11 1 - -
Data Mart
England

For the 6 months to 22 June 2017, IT contractor 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 contract ads across the North West region with a requirement for Data Mart.

1 3 (60.00%) Oracle
1 3 (60.00%) ERwin
2 2 (40.00%) Business Intelligence
2 2 (40.00%) Star Schema
2 2 (40.00%) Microsoft
2 2 (40.00%) Hyperion
2 2 (40.00%) ITIL
2 2 (40.00%) Data Warehouse
2 2 (40.00%) Data Modelling
2 2 (40.00%) ETL
2 2 (40.00%) Service Management
2 2 (40.00%) Finance
2 2 (40.00%) Essbase
2 2 (40.00%) SQL Server Reporting Services
2 2 (40.00%) SQL Server Integration Services
2 2 (40.00%) MDX
2 2 (40.00%) Retail
2 2 (40.00%) SQL Server Analysis Services
2 2 (40.00%) Performance Management
2 2 (40.00%) Data Integration
2 2 (40.00%) Talend Open Studio
2 2 (40.00%) Amazon AWS
2 2 (40.00%) Talend
2 2 (40.00%) Analytics
2 2 (40.00%) Performance Tuning
2 2 (40.00%) Performance Monitoring
2 2 (40.00%) Oracle BI EE
2 2 (40.00%) Amazon Redshift
3 1 (20.00%) Reference Data Management
3 1 (20.00%) Mentoring

Data Mart
Co-occurring IT Skills in the North West 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 (20.00%) SAS
Cloud Services
1 2 (40.00%) Amazon AWS
Database & Business Intelligence
1 2 (40.00%) Amazon Redshift
1 2 (40.00%) Data Warehouse
1 2 (40.00%) Essbase
1 2 (40.00%) Oracle BI EE
1 2 (40.00%) SQL Server Analysis Services
1 2 (40.00%) SQL Server Integration Services
1 2 (40.00%) SQL Server Reporting Services
1 2 (40.00%) Star Schema
2 1 (20.00%) OLAP
2 1 (20.00%) Oracle OLAP
2 1 (20.00%) Oracle Reports
2 1 (20.00%) Relational Database
Development Applications
1 3 (60.00%) ERwin
2 2 (40.00%) Talend Open Studio
General
1 2 (40.00%) Finance
1 2 (40.00%) Retail
2 1 (20.00%) Pharmaceutical
Job Titles
1 2 (40.00%) Business Intelligence Lead
1 2 (40.00%) Team Leader
2 1 (20.00%) Consultant
2 1 (20.00%) Developer
2 1 (20.00%) OBIEE Consultant
2 1 (20.00%) OBIEE Developer
2 1 (20.00%) Technical Consultant
Libraries, Frameworks & Software Standards
1 2 (40.00%) MDX
Miscellaneous
1 1 (20.00%) Management Information System
1 1 (20.00%) Reference Data
Processes & Methodologies
1 2 (40.00%) Analytics
1 2 (40.00%) Business Intelligence
1 2 (40.00%) Data Integration
1 2 (40.00%) Data Modelling
1 2 (40.00%) ETL
1 2 (40.00%) ITIL
1 2 (40.00%) Performance Management
1 2 (40.00%) Performance Monitoring
1 2 (40.00%) Performance Tuning
1 2 (40.00%) Service Management
2 1 (20.00%) Agile Software Development
2 1 (20.00%) Dashboard Development
2 1 (20.00%) Data Management
2 1 (20.00%) Dimensional Modelling
2 1 (20.00%) Mentoring
2 1 (20.00%) Reference Data Management
2 1 (20.00%) Scrum
Vendors
1 3 (60.00%) Oracle
2 2 (40.00%) Hyperion
2 2 (40.00%) Microsoft
2 2 (40.00%) Talend
3 1 (20.00%) Teradata