Period
to 18 November 2017

The following table provides summary statistics for contract job vacancies advertised in Liverpool 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 6 months to 18 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 Warehousing
Merseyside > Liverpool
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 33 37 20
Rank change year-on-year +4 -17 +5
Contract jobs citing Data Warehouse 14 9 36
As % of all contract IT jobs advertised in Liverpool 3.43% 2.03% 5.95%
As % of the Database & Business Intelligence category 14.58% 6.92% 22.64%
Number of daily rates quoted 13 5 15
Liverpool median daily rate £450 £500 £400
Median daily rate % change year-on-year -10.00% +25.00% +14.29%
10th Percentile £283 £394 £280
90th Percentile £600 £607 £483
Merseyside median daily rate £425 £363 £400
% change year-on-year +17.24% -9.26% +33.17%
Number of hourly rates quoted 0 0 0
Liverpool median hourly rate - - -
Merseyside median hourly rate - - -

Data Warehouse 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 Liverpool with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Liverpool
Contract vacancies with a requirement for database or business intelligence skills 96 130 159
As % of all contract IT jobs advertised in Liverpool 23.53% 29.35% 26.28%
Number of daily rates quoted 68 74 65
Liverpool median daily rate £386 £375 £400
Median daily rate % change year-on-year +3.00% -6.13% +14.14%
10th Percentile £297 £291 £243
90th Percentile £500 £509 £538
Merseyside median daily rate £388 £375 £350
% change year-on-year +3.33% +7.14% +7.69%
Number of hourly rates quoted 0 3 0
Liverpool median hourly rate - £22.50 -
Merseyside median hourly rate - £22.50 -

Data Warehouse
Job Vacancy Trend in Liverpool

Job postings citing Data Warehouse as a percentage of all IT jobs advertised in Liverpool.

Job vacancy trend for Data Warehouse in Liverpool

Data Warehouse
Contractor Daily Rate Trend in Liverpool

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

Contractor daily rate trend for Data Warehouse in Liverpool

Data Warehouse
Contractor Daily Rate Histogram in Liverpool

The daily rate distribution of IT jobs citing Data Warehouse in Liverpool over the 6 months to 18 November 2017.

Contractor daily rate histogram for Data Warehouse in Liverpool

Data Warehouse
Contractor Hourly Rate Trend in Liverpool

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

Contractor hourly rate trend for Data Warehouse in Liverpool

For the 6 months to 18 November 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 10 (71.43%) Business Intelligence
2 7 (50.00%) Data Modelling
3 6 (42.86%) Data Architecture
3 6 (42.86%) Data Governance
4 5 (35.71%) Logical Data Model
4 5 (35.71%) CRM
5 4 (28.57%) ETL
5 4 (28.57%) Data Management
5 4 (28.57%) Service Management
5 4 (28.57%) Physical Data Model
5 4 (28.57%) SQL Server Integration Services
5 4 (28.57%) Enterprise Architecture
5 4 (28.57%) SQL Server Reporting Services
5 4 (28.57%) Case Management
5 4 (28.57%) User Experience
5 4 (28.57%) IT Strategy
6 3 (21.43%) SQL Server Analysis Services
6 3 (21.43%) SQL
6 3 (21.43%) T-SQL
6 3 (21.43%) SQL Server
6 3 (21.43%) Project Management
6 3 (21.43%) Microsoft
7 2 (14.29%) SAS
7 2 (14.29%) Agile Software Development
7 2 (14.29%) Banking
7 2 (14.29%) Retail
7 2 (14.29%) Oracle BI EE
7 2 (14.29%) SQL Server 2008
7 2 (14.29%) Hadoop
7 2 (14.29%) Apache Hive

Data Warehouse
Co-occurring 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 (14.29%) Apache Spark
1 2 (14.29%) SAS
Business Applications
1 1 (7.14%) Infor LN
Communications & Networking
1 1 (7.14%) SMS
Database & Business Intelligence
1 4 (28.57%) SQL Server Integration Services
1 4 (28.57%) SQL Server Reporting Services
2 3 (21.43%) SQL Server
2 3 (21.43%) SQL Server Analysis Services
3 2 (14.29%) Apache Hive
3 2 (14.29%) Big Data
3 2 (14.29%) Hadoop
3 2 (14.29%) Oracle BI EE
3 2 (14.29%) Power BI
3 2 (14.29%) SQL Server 2008
3 2 (14.29%) SQL Server 2014
4 1 (7.14%) PowerPivot
4 1 (7.14%) Qlik Sense
4 1 (7.14%) QlikView
4 1 (7.14%) Relational Database
4 1 (7.14%) Snowflake Schema
4 1 (7.14%) SQL Server 2012
4 1 (7.14%) SQL Server 2016
General
1 2 (14.29%) Banking
1 2 (14.29%) Retail
2 1 (7.14%) Aerospace
2 1 (7.14%) Finance
2 1 (7.14%) Law
2 1 (7.14%) Manufacturing
Job Titles
1 6 (42.86%) Architect
1 6 (42.86%) Data Architect
2 5 (35.71%) Developer
3 3 (21.43%) Business Intelligence Developer
3 3 (21.43%) SQL Developer
4 2 (14.29%) Analyst
4 2 (14.29%) Solutions Architect
4 2 (14.29%) SQL Server Developer
4 2 (14.29%) SSIS Developer
5 1 (7.14%) Data Modeller
5 1 (7.14%) Database Developer
5 1 (7.14%) Digital Architect
5 1 (7.14%) Domain Architect
5 1 (7.14%) Programmer
5 1 (7.14%) Report Analyst
5 1 (7.14%) Senior Analyst
5 1 (7.14%) Senior Reporting Analyst
5 1 (7.14%) SQL BI Developer
5 1 (7.14%) SQL Database Developer
5 1 (7.14%) SSAS Developer
Libraries, Frameworks & Software Standards
1 1 (7.14%) MDX
Miscellaneous
1 4 (28.57%) User Experience
2 1 (7.14%) Greenfield Project
2 1 (7.14%) Management Information System
Processes & Methodologies
1 10 (71.43%) Business Intelligence
2 7 (50.00%) Data Modelling
3 6 (42.86%) Data Architecture
3 6 (42.86%) Data Governance
4 5 (35.71%) CRM
4 5 (35.71%) Logical Data Model
5 4 (28.57%) Case Management
5 4 (28.57%) Data Management
5 4 (28.57%) Enterprise Architecture
5 4 (28.57%) ETL
5 4 (28.57%) IT Strategy
5 4 (28.57%) Physical Data Model
5 4 (28.57%) Service Management
6 3 (21.43%) Project Management
7 2 (14.29%) Agile Software Development
7 2 (14.29%) Analytics
7 2 (14.29%) Change Data Capture
7 2 (14.29%) Kimball Methodology
8 1 (7.14%) Data Integration
8 1 (7.14%) ETL Development
Programming Languages
1 3 (21.43%) SQL
1 3 (21.43%) T-SQL
2 1 (7.14%) C
2 1 (7.14%) Data Analysis Expressions (DAX)
2 1 (7.14%) Embedded C
Vendors
1 3 (21.43%) Microsoft
2 1 (7.14%) Infor