The table below looks at the statistics for Data Warehouse skills in IT contracts advertised for the Liverpool region. Included is a guide to the contractor rates offered in IT contracts that have cited Data Warehouse over the 3 months to 24 February 2017 with a comparison to the same period over the previous 2 years.

Note that daily contractor rates and hourly contractor rates are treated separately. When calculating average contractor rates, daily rates are not derived from quoted hourly rates or vice versa.

3 months to
24 Feb 2017
Same period 2016 Same period 2015
Data Warehousing
Merseyside / Liverpool
Rank 28 23 28
Rank change year-on-year
-5 +5
Contract jobs citing Data Warehouse 8 7 4
As % of all contract IT jobs located in Liverpool 3.35% 3.00% 1.79%
As % of the Database & Business Intelligence category 16.00% 12.50% 8.16%
Number of daily rates quoted 5 6 1
Median daily rate £400 £450 £263
Median daily rate % change year-on-year
-11.11% +71.42%
UK excluding London median daily rate £400 £400 £400
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £40.00 £59.25 £38.50
% change year-on-year
-32.48% +53.89%

The following table is for comparison with the above and provides statistics for the entire Database & Business Intelligence category in contract jobs advertised in the Liverpool region.

Database & Business Intelligence Category
Liverpool
Contract IT job ads with a match in the
Database & Business Intelligence category
50 56 49
As % of all contract IT jobs located in Liverpool 20.92% 24.03% 21.88%
Number of daily rates quoted 36 51 28
Median daily rate £375 £438 £350
Median daily rate % change year-on-year
-14.28% +25.00%
90% offered a daily rate of more than £238 £325 £200
10% offered a daily rate of more than £600 £475 £450
UK excluding London median daily rate £400 £375 £370
% change year-on-year
+6.66% +1.35%
Number of hourly rates quoted 4 1 0
Median hourly rate £14.00 £13.50 -
Median hourly rate % change year-on-year
+3.70% -
UK excluding London median hourly rate £38.00 £32.50 £32.50
% change year-on-year
+16.92% -

Data Warehouse
Jobs Demand Trend in Liverpool

The demand trend of contract jobs across the Liverpool region citing Data Warehouse as a proportion of all IT contracts with a match in the Database & Business Intelligence category.

Data Warehouse Jobs Demand Trend in Liverpool

Data Warehouse
Daily Rate Trend in Liverpool

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

Data Warehouse Daily Rate Trend in Liverpool

Data Warehouse
Daily Rate Histogram in Liverpool

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Warehouse across the Liverpool region over the 3 months to 24 February 2017.

Data Warehouse Daily Rate Histogram in Liverpool

Data Warehouse
Hourly Rate Trend in Liverpool

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

Data Warehouse Hourly Rate Trend in Liverpool

Data Warehouse
Top 30 Related IT Skills in Liverpool

For the 6 months to 24 February 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 Liverpool region with a requirement for Data Warehouse.

1 7 (63.64%) SQL Server
1 7 (63.64%) SQL
1 7 (63.64%) Business Intelligence
1 7 (63.64%) Data Modelling
1 7 (63.64%) ETL
2 4 (36.36%) Oracle
2 4 (36.36%) Analytical Skills
3 3 (27.27%) SQL Server Integration Services
3 3 (27.27%) Dimensional Modelling
3 3 (27.27%) Oracle BI EE
3 3 (27.27%) Data Extraction
3 3 (27.27%) Data Architecture
3 3 (27.27%) Degree
3 3 (27.27%) Data Quality
3 3 (27.27%) Microsoft
3 3 (27.27%) SQL Server Reporting Services
4 2 (18.18%) Data Management
4 2 (18.18%) Teradata
4 2 (18.18%) SAS
4 2 (18.18%) Oracle Reports
4 2 (18.18%) DB2
4 2 (18.18%) Big Data
4 2 (18.18%) Analytics
4 2 (18.18%) Oracle Database 12c
4 2 (18.18%) Visualisation
4 2 (18.18%) REST
4 2 (18.18%) Tableau
4 2 (18.18%) SQL Server Analysis Services
4 2 (18.18%) Product Management
4 2 (18.18%) Kimball Methodology

Data Warehouse
Top Related IT Skills in Liverpool 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 (18.18%) SAS
2 1 (9.09%) Apache Spark
Database & Business Intelligence
1 7 (63.64%) SQL Server
2 3 (27.27%) Oracle BI EE
2 3 (27.27%) SQL Server Integration Services
2 3 (27.27%) SQL Server Reporting Services
3 2 (18.18%) Big Data
3 2 (18.18%) DB2
3 2 (18.18%) Oracle Database 12c
3 2 (18.18%) Oracle Reports
3 2 (18.18%) SQL Server Analysis Services
4 1 (9.09%) Apache Hive
4 1 (9.09%) Hadoop
4 1 (9.09%) OLAP
4 1 (9.09%) OLAP Cube
4 1 (9.09%) OLTP
4 1 (9.09%) Oracle Database
4 1 (9.09%) Pentaho
4 1 (9.09%) PostgreSQL
4 1 (9.09%) SAS Data Integration Studio
4 1 (9.09%) SQL Server 2012
4 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 6 (54.55%) Developer
2 4 (36.36%) Business Intelligence Developer
3 2 (18.18%) Architect
3 2 (18.18%) Business Developer
3 2 (18.18%) Consultant
3 2 (18.18%) Data Architect
3 2 (18.18%) Data Warehouse Developer
3 2 (18.18%) ETL Developer
3 2 (18.18%) Oracle BI Developer
3 2 (18.18%) Oracle Developer
3 2 (18.18%) Tableau Consultant
4 1 (9.09%) Database Developer
4 1 (9.09%) Microsoft BI Developer
4 1 (9.09%) SAS Data Integration Studio Developer
4 1 (9.09%) SAS Developer
4 1 (9.09%) Solutions Architect
4 1 (9.09%) SQL Developer
4 1 (9.09%) SSAS Developer
4 1 (9.09%) SSIS Developer
4 1 (9.09%) SSRS Developer
Libraries, Frameworks & Software Standards
1 2 (18.18%) REST
Miscellaneous
1 4 (36.36%) Analytical Skills
2 1 (9.09%) Data Structures
2 1 (9.09%) Management Information System
Processes & Methodologies
1 7 (63.64%) Business Intelligence
1 7 (63.64%) Data Modelling
1 7 (63.64%) ETL
2 3 (27.27%) Data Architecture
2 3 (27.27%) Data Extraction
2 3 (27.27%) Dimensional Modelling
3 2 (18.18%) Analytics
3 2 (18.18%) Dashboard Development
3 2 (18.18%) Data Management
3 2 (18.18%) Kalman Filter
3 2 (18.18%) Kimball Methodology
3 2 (18.18%) Logistics
3 2 (18.18%) Product Management
3 2 (18.18%) Visualisation
4 1 (9.09%) B2C
4 1 (9.09%) Data Acquisition
4 1 (9.09%) e-GIF
4 1 (9.09%) Enterprise Architecture
4 1 (9.09%) Requirements Analysis
4 1 (9.09%) System Testing
Programming Languages
1 7 (63.64%) SQL
2 1 (9.09%) T-SQL
Qualifications
1 3 (27.27%) Degree
Quality Assurance & Compliance
1 3 (27.27%) Data Quality
2 1 (9.09%) ISO20022
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