The following table provides summary statistics for contract job vacancies advertised in Merseyside with a requirement for Data Warehouse skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Warehouse over the 3 months to 24 March 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.

3 months to
24 Mar 2017
Same period 2016 Same period 2015
Data Warehousing
North West / Merseyside
Rank 33 34 38
Rank change year-on-year +1 +4  
Contract jobs citing Data Warehouse 5 5 1
As % of all contract IT jobs advertised in Merseyside 1.54% 1.47% 0.29%
As % of the Database & Business Intelligence category 7.58% 4.17% 1.52%
Number of daily rates quoted 4 3 0
Median daily rate £406 £450 -
Median daily rate % change year-on-year -9.72% -  
UK excluding London median daily rate £400 £413 £400
% change year-on-year -3.03% +3.12%  
Number of hourly rates quoted 0 0 1
Median hourly rate - - £16.50
UK excluding London median hourly rate £35.00 £52.75 £34.00
% change year-on-year -33.64% +55.14%  

Data Warehouse 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 Merseyside with a requirement for database and business intelligence skills.

Contract Database & Business Intelligence Skills
Merseyside
Contract job vacancies with a requirement for database and business intelligence skills 66 120 66
As % of all contract IT job vacancies advertised in Merseyside 20.37% 35.40% 19.02%
Number of daily rates quoted 42 85 37
Median daily rate £375 £413 £351
Median daily rate % change year-on-year -9.09% +17.43%  
90% offered a daily rate of more than £275 £308 £200
10% offered a daily rate of more than £600 £475 £425
UK excluding London median daily rate £400 £388 £375
% change year-on-year +3.22% +3.33%  
Number of hourly rates quoted 2 0 1
Median hourly rate £12.00 - £16.50
UK excluding London median hourly rate £31.00 £32.50 £32.50
% change year-on-year -4.61% -  

Data Warehouse
Job Vacancy Trend in Merseyside

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

Job vacancy trend for Data Warehouse in Merseyside

Data Warehouse
Contractor Daily Rate Trend in Merseyside

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

Contractor daily rate trend for Data Warehouse in Merseyside

Data Warehouse
Contractor Daily Rate Histogram in Merseyside

The daily rate distribution of IT jobs citing Data Warehouse in Merseyside over the 3 months to 24 March 2017.

Contractor daily rate histogram for Data Warehouse in Merseyside

Data Warehouse
Contractor Hourly Rate Trend in Merseyside

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

Contractor hourly rate trend for Data Warehouse in Merseyside

Data Warehouse
Contract Job Locations in Merseyside

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Warehouse within the Merseyside region over the 3 months to 24 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
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Liverpool +3 5 £406 -9.72% 1
Data Warehouse
North West

Data Warehouse
Top 30 Related IT Skills in Merseyside

For the 6 months to 24 March 2017, IT contractor jobs citing Data Warehouse 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 Merseyside region with a requirement for Data Warehouse.

1 9 (81.82%) SQL Server
1 9 (81.82%) SQL
2 8 (72.73%) Business Intelligence
2 8 (72.73%) ETL
3 7 (63.64%) Data Modelling
4 5 (45.45%) SQL Server Reporting Services
4 5 (45.45%) SQL Server Integration Services
4 5 (45.45%) Data Extraction
5 4 (36.36%) Oracle
6 3 (27.27%) Microsoft
6 3 (27.27%) Data Management
6 3 (27.27%) Dimensional Modelling
6 3 (27.27%) Oracle BI EE
6 3 (27.27%) Logical Data Model
6 3 (27.27%) Physical Data Model
7 2 (18.18%) Dashboard Development
7 2 (18.18%) Kalman Filter
7 2 (18.18%) Analytical Skills
7 2 (18.18%) Product Management
7 2 (18.18%) Data Architecture
7 2 (18.18%) Logistics
7 2 (18.18%) Degree
7 2 (18.18%) SQL Server Analysis Services
7 2 (18.18%) Visualisation
7 2 (18.18%) REST
7 2 (18.18%) Data Quality
7 2 (18.18%) Tableau
7 2 (18.18%) Kimball Methodology
7 2 (18.18%) Analytics
7 2 (18.18%) Oracle Database 12c

Data Warehouse
Top Related IT Skills in Merseyside 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 (9.09%) Apache Spark
1 1 (9.09%) SAS
Database & Business Intelligence
1 9 (81.82%) SQL Server
2 5 (45.45%) SQL Server Integration Services
2 5 (45.45%) SQL Server Reporting Services
3 3 (27.27%) Oracle BI EE
4 2 (18.18%) DB2
4 2 (18.18%) Oracle Database 12c
4 2 (18.18%) Oracle Reports
4 2 (18.18%) SQL Server Analysis Services
5 1 (9.09%) Apache Hive
5 1 (9.09%) Big Data
5 1 (9.09%) Hadoop
5 1 (9.09%) OLAP
5 1 (9.09%) OLAP Cube
5 1 (9.09%) OLTP
5 1 (9.09%) Oracle Database
5 1 (9.09%) Pentaho
5 1 (9.09%) PostgreSQL
5 1 (9.09%) SQL Server 2012
5 1 (9.09%) Star Schema
Development Applications
1 1 (9.09%) SQL Server Management Studio (SSMS)
1 1 (9.09%) Talend Open Studio
1 1 (9.09%) Team Foundation Server
1 1 (9.09%) Visual Studio
General
1 1 (9.09%) Back Office
1 1 (9.09%) Banking
1 1 (9.09%) Retail
Job Titles
1 7 (63.64%) Developer
2 4 (36.36%) Business Intelligence Developer
2 4 (36.36%) Data Warehouse Developer
3 3 (27.27%) SQL Developer
3 3 (27.27%) SSIS Developer
3 3 (27.27%) SSRS Developer
4 2 (18.18%) Business Developer
4 2 (18.18%) Consultant
4 2 (18.18%) Oracle BI Developer
4 2 (18.18%) Oracle Developer
4 2 (18.18%) SQL Server Data Warehouse Developer
4 2 (18.18%) SQL Server Developer
4 2 (18.18%) Tableau Consultant
5 1 (9.09%) Analyst
5 1 (9.09%) Data Architect
5 1 (9.09%) ETL Developer
5 1 (9.09%) Microsoft Developer
5 1 (9.09%) OBIEE Developer
5 1 (9.09%) Solutions Architect
5 1 (9.09%) Test Analyst
Libraries, Frameworks & Software Standards
1 2 (18.18%) REST
Miscellaneous
1 2 (18.18%) Analytical Skills
2 1 (9.09%) Data Structures
Processes & Methodologies
1 8 (72.73%) Business Intelligence
1 8 (72.73%) ETL
2 7 (63.64%) Data Modelling
3 5 (45.45%) Data Extraction
4 3 (27.27%) Data Management
4 3 (27.27%) Dimensional Modelling
4 3 (27.27%) Logical Data Model
4 3 (27.27%) Physical Data Model
5 2 (18.18%) Analytics
5 2 (18.18%) Dashboard Development
5 2 (18.18%) Data Architecture
5 2 (18.18%) Kalman Filter
5 2 (18.18%) Kimball Methodology
5 2 (18.18%) Logistics
5 2 (18.18%) Product Management
5 2 (18.18%) Visualisation
6 1 (9.09%) Business Analytics
6 1 (9.09%) Change Data Capture
6 1 (9.09%) Requirements Analysis
6 1 (9.09%) System Testing
Programming Languages
1 9 (81.82%) SQL
2 1 (9.09%) T-SQL
Qualifications
1 2 (18.18%) Degree
Quality Assurance & Compliance
1 2 (18.18%) Data Quality
Vendors
1 4 (36.36%) Oracle
2 3 (27.27%) Microsoft
3 2 (18.18%) Tableau
3 2 (18.18%) Teradata
4 1 (9.09%) Talend