Period
to 24 November 2017

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 6 months to 24 November 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
6 months to
24 Nov 2017
Same period 2016 Same period 2015
Rank 197 218 246
Rank change year-on-year +21 +28 -46
Contract jobs citing Data Mart 6 14 3
As % of all contract IT jobs advertised in the North West 0.11% 0.21% 0.035%
As % of the Database & Business Intelligence category 0.46% 0.82% 0.16%
Number of daily rates quoted 5 10 1
North West median daily rate £338 £500 £325
Median daily rate % change year-on-year -32.50% +53.85% -21.21%
England median daily rate £450 £475 £433
% change year-on-year -5.26% +9.83% +1.76%
Number of hourly rates quoted 0 0 0
North West median hourly rate - - -
England 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 the North West with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
North West
Contract vacancies with a requirement for database or business intelligence skills 1293 1716 1908
As % of all contract IT jobs advertised in the North West 22.72% 25.21% 22.19%
Number of daily rates quoted 885 1139 1208
North West median daily rate £400 £375 £400
Median daily rate % change year-on-year +6.67% -6.25% +23.08%
10th Percentile £281 £263 £263
90th Percentile £622 £545 £530
England median daily rate £460 £425 £413
% change year-on-year +8.24% +3.03% +3.13%
Number of hourly rates quoted 34 45 42
North West median hourly rate £42.75 £35.00 £40.00
Median hourly rate % change year-on-year +22.14% -12.50% +45.45%
10th Percentile £21.30 £14.38 £18.50
90th Percentile £61.13 £59.31 £57.03
England median hourly rate £32.00 £27.75 £27.64
% change year-on-year +15.32% +0.40% +12.82%

Data Mart
Job Vacancy Trend in the North West

Job postings citing Data Mart as a percentage of all IT jobs advertised in the North West.

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 Daily Rate Histogram in the North West

The daily rate distribution of IT jobs citing Data Mart in the North West over the 6 months to 24 November 2017.

Contractor daily rate histogram 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 6 months to 24 November 2017. 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
Cheshire -1 4 £338 -32.50%
Manchester +22 2 £500 +11.11% 1
Data Mart
England

For the 6 months to 24 November 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 5 (83.33%) Business Intelligence
1 5 (83.33%) Data Warehouse
2 4 (66.67%) Data Modelling
3 3 (50.00%) ETL
3 3 (50.00%) Microsoft
3 3 (50.00%) Data Cleansing
3 3 (50.00%) Kimball Methodology
3 3 (50.00%) ETL Development
3 3 (50.00%) Spatial Data
4 2 (33.33%) Dimensional Modelling
4 2 (33.33%) SQL Server Reporting Services
4 2 (33.33%) SQL Server
5 1 (16.67%) Microsoft Project
5 1 (16.67%) RAD
5 1 (16.67%) SharePoint
5 1 (16.67%) Project Management
5 1 (16.67%) Data Management
5 1 (16.67%) Information Management
5 1 (16.67%) Quality Management
5 1 (16.67%) GIS
5 1 (16.67%) Risk Management
5 1 (16.67%) Finance
5 1 (16.67%) Strategic Management
5 1 (16.67%) SQL Server Integration Services
5 1 (16.67%) QlikView
5 1 (16.67%) Matrix Management
5 1 (16.67%) SQL Server Analysis Services
5 1 (16.67%) Data Stewardship
5 1 (16.67%) Master Data Management
5 1 (16.67%) Logical Data Model

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 (16.67%) SharePoint
Applications
1 1 (16.67%) Microsoft Project
Cloud Services
1 1 (16.67%) Microsoft Azure
Database & Business Intelligence
1 5 (83.33%) Data Warehouse
2 3 (50.00%) Spatial Data
3 2 (33.33%) SQL Server
3 2 (33.33%) SQL Server Reporting Services
4 1 (16.67%) Data Lake
4 1 (16.67%) GIS
4 1 (16.67%) Power BI
4 1 (16.67%) QlikView
4 1 (16.67%) SQL Server Analysis Services
4 1 (16.67%) SQL Server Integration Services
General
1 1 (16.67%) Finance
Job Titles
1 4 (66.67%) Developer
2 3 (50.00%) ETL Developer
3 1 (16.67%) Architect
3 1 (16.67%) Business Intelligence Architect
3 1 (16.67%) Business Intelligence Developer
3 1 (16.67%) Data Architect
3 1 (16.67%) Data Manager
3 1 (16.67%) Data Warehouse Manager
3 1 (16.67%) Data Warehouse Project Manager
3 1 (16.67%) Project Manager
Miscellaneous
1 1 (16.67%) Virtual Team
Processes & Methodologies
1 5 (83.33%) Business Intelligence
2 4 (66.67%) Data Modelling
3 3 (50.00%) Data Cleansing
3 3 (50.00%) ETL
3 3 (50.00%) ETL Development
3 3 (50.00%) Kimball Methodology
4 2 (33.33%) Dimensional Modelling
5 1 (16.67%) Data Architecture
5 1 (16.67%) Data Governance
5 1 (16.67%) Data Integration
5 1 (16.67%) Data Management
5 1 (16.67%) Data Stewardship
5 1 (16.67%) Information Management
5 1 (16.67%) Matrix Management
5 1 (16.67%) Project Management
5 1 (16.67%) Quality Management
5 1 (16.67%) RAD
5 1 (16.67%) Risk Management
5 1 (16.67%) Strategic Management
5 1 (16.67%) Visualisation
Programming Languages
1 1 (16.67%) SQL
Quality Assurance & Compliance
1 1 (16.67%) Data Quality
Vendors
1 3 (50.00%) Microsoft