Period
to 22 November 2017

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 6 months to 22 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
North West > Merseyside
6 months to
22 Nov 2017
Same period 2016 Same period 2015
Rank 34 41 23
Rank change year-on-year +7 -18 -1
Contract jobs citing Data Warehouse 16 13 41
As % of all contract IT jobs advertised in Merseyside 3.29% 2.17% 5.42%
As % of the Database & Business Intelligence category 13.79% 7.34% 20.50%
Number of daily rates quoted 14 9 17
Merseyside median daily rate £425 £363 £400
Median daily rate % change year-on-year +17.24% -9.26% +33.17%
10th Percentile £286 £313 £204
90th Percentile £600 £589 £464
North West median daily rate £438 £388 £400
% change year-on-year +12.90% -3.13% +8.84%
Number of hourly rates quoted 0 0 0
Merseyside median hourly rate - - -
North West median hourly rate £39.25 £20.50 £33.00
% change year-on-year +91.46% -37.88% -50.75%

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 Merseyside with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Merseyside
Contract vacancies with a requirement for database or business intelligence skills 116 177 200
As % of all contract IT jobs advertised in Merseyside 23.82% 29.60% 26.42%
Number of daily rates quoted 81 99 82
Merseyside median daily rate £398 £375 £350
Median daily rate % change year-on-year +6.00% +7.14% +7.69%
10th Percentile £300 £291 £223
90th Percentile £488 £500 £525
North West median daily rate £400 £375 £400
% change year-on-year +6.67% -6.25% +23.08%
Number of hourly rates quoted 0 3 0
Merseyside median hourly rate - £22.50 -
North West median hourly rate £42.75 £35.75 £40.00
% change year-on-year +19.58% -10.63% +45.45%

Data Warehouse
Job Vacancy Trend in Merseyside

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

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 6 months to 22 November 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 contractor hourly rates quoted in IT 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 6 months to 22 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
Liverpool +6 14 £450 -10.00% 3
Data Warehouse
North West

For the 6 months to 22 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 Merseyside region with a requirement for Data Warehouse.

1 12 (75.00%) Business Intelligence
2 8 (50.00%) Data Modelling
3 6 (37.50%) CRM
3 6 (37.50%) Data Architecture
3 6 (37.50%) Data Governance
4 5 (31.25%) SQL Server Reporting Services
4 5 (31.25%) SQL Server Integration Services
4 5 (31.25%) Logical Data Model
5 4 (25.00%) Physical Data Model
5 4 (25.00%) Case Management
5 4 (25.00%) IT Strategy
5 4 (25.00%) Enterprise Architecture
5 4 (25.00%) SQL Server Analysis Services
5 4 (25.00%) User Experience
5 4 (25.00%) SQL
5 4 (25.00%) T-SQL
5 4 (25.00%) ETL
5 4 (25.00%) Data Management
5 4 (25.00%) Service Management
6 3 (18.75%) SAS
6 3 (18.75%) SQL Server
6 3 (18.75%) Project Management
6 3 (18.75%) Microsoft
6 3 (18.75%) Analytics
6 3 (18.75%) Big Data
6 3 (18.75%) Hadoop
6 3 (18.75%) Retail
7 2 (12.50%) Oracle BI EE
7 2 (12.50%) Apache Hive
7 2 (12.50%) Apache Spark

Data Warehouse
Co-occurring 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 3 (18.75%) SAS
2 2 (12.50%) Apache Spark
Business Applications
1 1 (6.25%) Infor LN
Cloud Services
1 1 (6.25%) Amazon AWS
1 1 (6.25%) IBM Cloud
1 1 (6.25%) SoftLayer
Communications & Networking
1 1 (6.25%) SMS
Database & Business Intelligence
1 5 (31.25%) SQL Server Integration Services
1 5 (31.25%) SQL Server Reporting Services
2 4 (25.00%) SQL Server Analysis Services
3 3 (18.75%) Big Data
3 3 (18.75%) Hadoop
3 3 (18.75%) SQL Server
4 2 (12.50%) Apache Hive
4 2 (12.50%) Oracle BI EE
4 2 (12.50%) Power BI
4 2 (12.50%) SQL Server 2008
4 2 (12.50%) SQL Server 2014
5 1 (6.25%) Apache Cassandra
5 1 (6.25%) PowerPivot
5 1 (6.25%) Qlik Sense
5 1 (6.25%) QlikView
5 1 (6.25%) Relational Database
5 1 (6.25%) Snowflake Schema
5 1 (6.25%) SQL Server 2012
5 1 (6.25%) SQL Server 2016
General
1 3 (18.75%) Retail
2 2 (12.50%) Banking
3 1 (6.25%) Aerospace
3 1 (6.25%) Finance
3 1 (6.25%) Law
3 1 (6.25%) Manufacturing
Job Titles
1 7 (43.75%) Architect
1 7 (43.75%) Data Architect
2 6 (37.50%) Developer
3 4 (25.00%) SQL Developer
4 3 (18.75%) Business Intelligence Developer
5 2 (12.50%) Analyst
5 2 (12.50%) Solutions Architect
5 2 (12.50%) SQL Server Developer
5 2 (12.50%) SSIS Developer
6 1 (6.25%) Data Modeller
6 1 (6.25%) Database Developer
6 1 (6.25%) Digital Architect
6 1 (6.25%) Domain Architect
6 1 (6.25%) Programmer
6 1 (6.25%) Report Analyst
6 1 (6.25%) Senior Analyst
6 1 (6.25%) Senior Reporting Analyst
6 1 (6.25%) SQL BI Developer
6 1 (6.25%) SQL Database Developer
6 1 (6.25%) SSAS Developer
Libraries, Frameworks & Software Standards
1 1 (6.25%) MDX
Miscellaneous
1 4 (25.00%) User Experience
2 1 (6.25%) Greenfield Project
2 1 (6.25%) Management Information System
2 1 (6.25%) Replication
Processes & Methodologies
1 12 (75.00%) Business Intelligence
2 8 (50.00%) Data Modelling
3 6 (37.50%) CRM
3 6 (37.50%) Data Architecture
3 6 (37.50%) Data Governance
4 5 (31.25%) Logical Data Model
5 4 (25.00%) Case Management
5 4 (25.00%) Data Management
5 4 (25.00%) Enterprise Architecture
5 4 (25.00%) ETL
5 4 (25.00%) IT Strategy
5 4 (25.00%) Physical Data Model
5 4 (25.00%) Service Management
6 3 (18.75%) Analytics
6 3 (18.75%) Project Management
7 2 (12.50%) Agile Software Development
7 2 (12.50%) Change Data Capture
7 2 (12.50%) Kimball Methodology
8 1 (6.25%) Conceptual Models
8 1 (6.25%) ETL Development
Programming Languages
1 4 (25.00%) SQL
1 4 (25.00%) T-SQL
2 1 (6.25%) C
2 1 (6.25%) Data Analysis Expressions (DAX)
2 1 (6.25%) Embedded C
Vendors
1 3 (18.75%) Microsoft
2 1 (6.25%) IBM
2 1 (6.25%) Infor
2 1 (6.25%) Teradata