The following table provides summary statistics for contract job vacancies advertised in the North West 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 30 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.

Data Warehousing
England / North West
3 months to
30 Mar 2017
Same period 2016 Same period 2015
Rank 59 99 42
Rank change year-on-year +40 -57  
Contract jobs citing Data Warehouse 76 62 134
As % of all contract IT jobs advertised in the North West 2.92% 1.59% 3.71%
As % of the Database & Business Intelligence category 11.99% 7.83% 16.38%
Number of daily rates quoted 41 44 94
Median daily rate £375 £425 £469
Median daily rate % change year-on-year -11.76% -9.33%  
90% offered a daily rate of more than £219 £191 £298
10% offered a daily rate of more than £450 £650 £693
UK excluding London median daily rate £400 £415 £400
% change year-on-year -3.61% +3.75%  
Number of hourly rates quoted 2 1 1
Median hourly rate £28.25 £62.50 £16.50
Median hourly rate % change year-on-year -54.80% +278.78%  
UK excluding London median hourly rate £35.00 £43.00 £34.00
% change year-on-year -18.60% +26.47%  

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 the North West with a requirement for database and business intelligence skills.

Contract Database & Business Intelligence Skills
North West
Contract job vacancies with a requirement for database and business intelligence skills 634 792 818
As % of all contract IT job vacancies advertised in the North West 24.38% 20.36% 22.65%
Number of daily rates quoted 409 496 472
Median daily rate £375 £375 £400
Median daily rate % change year-on-year - -6.25%  
90% offered a daily rate of more than £275 £250 £275
10% offered a daily rate of more than £514 £525 £600
UK excluding London median daily rate £400 £388 £375
% change year-on-year +3.22% +3.33%  
Number of hourly rates quoted 18 36 12
Median hourly rate £35.00 £33.75 £38.75
Median hourly rate % change year-on-year +3.70% -12.90%  
90% offered a hourly rate of more than £16.50 £17.00 £15.75
10% offered a hourly rate of more than £44.00 £47.83 £46.09
UK excluding London median hourly rate £35.00 £32.50 £32.50
% change year-on-year +7.69% -  

Data Warehouse
Job Vacancy Trend in the North West

The job posting trend of jobs advertised in the North West 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 the North West

Data Warehouse
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 Warehouse in the North West.

Contractor daily rate trend for Data Warehouse in the North West

Data Warehouse
Contractor Daily Rate Histogram in the North West

The daily rate distribution of IT jobs citing Data Warehouse in the North West over the 3 months to 30 March 2017.

Contractor daily rate histogram for Data Warehouse in the North West

Data Warehouse
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 Warehouse in the North West.

Contractor hourly rate trend for Data Warehouse in the North West

Data Warehouse
Contractor Hourly Rate Histogram in the North West

The hourly rate distribution of IT jobs citing Data Warehouse in the North West over the 3 months to 30 March 2017.

Contractor hourly rate histogram for Data Warehouse in the North West

Data Warehouse
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 Warehouse within the North West region over the 3 months to 30 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
Manchester +30 31 £284 -29.00% 30
Cheshire +45 30 £375 -3.22% 9
Merseyside 0 5 £406 +1.56% 2
Lancashire +9 1 - - 4
Data Warehouse
England

For the 6 months to 30 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 North West region with a requirement for Data Warehouse.

1 87 (56.13%) Business Intelligence
2 80 (51.61%) SQL
3 70 (45.16%) ETL
4 54 (34.84%) SQL Server
5 50 (32.26%) SQL Server Integration Services
6 46 (29.68%) SQL Server Reporting Services
7 39 (25.16%) Oracle
7 39 (25.16%) Finance
8 38 (24.52%) SQL Server Analysis Services
9 29 (18.71%) Agile Software Development
9 29 (18.71%) Data Modelling
10 28 (18.06%) Microsoft
11 25 (16.13%) Analytics
12 21 (13.55%) Big Data
13 20 (12.90%) T-SQL
14 18 (11.61%) Analytical Skills
15 14 (9.03%) Migration
15 14 (9.03%) Python
16 13 (8.39%) SQL Server 2012
17 12 (7.74%) MDX
17 12 (7.74%) QlikView
17 12 (7.74%) Data Migration
18 11 (7.10%) Tableau
18 11 (7.10%) Retail
18 11 (7.10%) Kimball Methodology
18 11 (7.10%) SQL Server 2014
19 10 (6.45%) Process Improvement
19 10 (6.45%) Data Transformation
19 10 (6.45%) Data Management
19 10 (6.45%) Data Integration

Data Warehouse
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 10 (6.45%) SAS
2 6 (3.87%) IIS
3 4 (2.58%) SharePoint
4 3 (1.94%) PowerExchange
5 2 (1.29%) Apache Spark
6 1 (0.65%) Apache Pig
6 1 (0.65%) SharePoint 2013
6 1 (0.65%) SharePoint Foundation
6 1 (0.65%) SharePoint Server
Applications
1 10 (6.45%) MS Excel
2 1 (0.65%) Mingle
2 1 (0.65%) MS Office
Business Applications
1 2 (1.29%) Dynamics CRM
2 1 (0.65%) Cognos Business Intelligence
2 1 (0.65%) Dynamics NAV
2 1 (0.65%) Oracle ERP
2 1 (0.65%) Oracle Retail
Cloud Services
1 8 (5.16%) Amazon AWS
2 5 (3.23%) Cloud Computing
3 2 (1.29%) Office 365
4 1 (0.65%) Amazon EMR
4 1 (0.65%) Amazon Kinesis
4 1 (0.65%) Microsoft Azure
4 1 (0.65%) Trello
Communications & Networking
1 2 (1.29%) Internet
2 1 (0.65%) Intranet
Database & Business Intelligence
1 54 (34.84%) SQL Server
2 50 (32.26%) SQL Server Integration Services
3 46 (29.68%) SQL Server Reporting Services
4 38 (24.52%) SQL Server Analysis Services
5 21 (13.55%) Big Data
6 13 (8.39%) SQL Server 2012
7 12 (7.74%) QlikView
8 11 (7.10%) SQL Server 2014
9 9 (5.81%) Hadoop
9 9 (5.81%) Power BI
10 7 (4.52%) SQL Server 2008
11 6 (3.87%) Amazon Redshift
11 6 (3.87%) Apache Hive
11 6 (3.87%) MongoDB
11 6 (3.87%) Oracle BI EE
11 6 (3.87%) PostgreSQL
11 6 (3.87%) Relational Database
12 5 (3.23%) BusinessObjects
12 5 (3.23%) MySQL
12 5 (3.23%) Oracle Database
Development Applications
1 7 (4.52%) Talend Open Studio
2 5 (3.23%) Team Foundation Server
3 3 (1.94%) JIRA
4 2 (1.29%) ERwin
5 1 (0.65%) HP UFT
5 1 (0.65%) Oracle Forms
5 1 (0.65%) Sahi
5 1 (0.65%) Selenium
5 1 (0.65%) SQL Server Management Studio (SSMS)
5 1 (0.65%) Visual Studio
5 1 (0.65%) WATIR
General
1 39 (25.16%) Finance
2 11 (7.10%) Retail
3 5 (3.23%) Banking
4 2 (1.29%) Legal
4 2 (1.29%) Local Government
4 2 (1.29%) Marketing
4 2 (1.29%) Pharmaceutical
Job Titles
1 77 (49.68%) Developer
2 28 (18.06%) Business Intelligence Developer
3 20 (12.90%) Analyst
4 18 (11.61%) SQL Developer
5 16 (10.32%) Architect
6 13 (8.39%) Data Warehouse Developer
6 13 (8.39%) ETL Developer
7 12 (7.74%) Data Architect
7 12 (7.74%) Oracle Developer
8 11 (7.10%) SSIS Developer
9 10 (6.45%) Business Analyst
9 10 (6.45%) Consultant
9 10 (6.45%) SSRS Developer
10 8 (5.16%) DBA
10 8 (5.16%) SQL DBA
11 7 (4.52%) SSAS Developer
12 6 (3.87%) Oracle ETL Developer
12 6 (3.87%) Project Manager
12 6 (3.87%) Telephony Manager
13 5 (3.23%) Python Developer
Libraries, Frameworks & Software Standards
1 12 (7.74%) MDX
2 9 (5.81%) Web Services
3 6 (3.87%) XML
4 3 (1.94%) .NET
4 3 (1.94%) REST
5 1 (0.65%) ASP.NET
5 1 (0.65%) CSS
5 1 (0.65%) DHTML
5 1 (0.65%) HTML
5 1 (0.65%) Spark Streaming
Miscellaneous
1 18 (11.61%) Analytical Skills
2 9 (5.81%) Data Structures
3 7 (4.52%) NHS
4 6 (3.87%) IVR
5 5 (3.23%) Taxonomies
6 3 (1.94%) Replication
6 3 (1.94%) User Experience
7 2 (1.29%) Credit Risk
7 2 (1.29%) Data Centre
8 1 (0.65%) Freedom of Information
8 1 (0.65%) iPad
8 1 (0.65%) Management Information System
8 1 (0.65%) Mobile App
8 1 (0.65%) Private Cloud
Operating Systems
1 4 (2.58%) Unix
1 4 (2.58%) Windows
2 3 (1.94%) Windows Server
2 3 (1.94%) Windows Server 2008
Processes & Methodologies
1 87 (56.13%) Business Intelligence
2 70 (45.16%) ETL
3 29 (18.71%) Agile Software Development
3 29 (18.71%) Data Modelling
4 25 (16.13%) Analytics
5 14 (9.03%) Migration
6 12 (7.74%) Data Migration
7 11 (7.10%) Kimball Methodology
8 10 (6.45%) Data Integration
8 10 (6.45%) Data Management
8 10 (6.45%) Data Transformation
8 10 (6.45%) Process Improvement
8 10 (6.45%) Project Management
9 9 (5.81%) Change Management
9 9 (5.81%) ERP
9 9 (5.81%) Stakeholder Management
10 8 (5.16%) Data Analysis
10 8 (5.16%) Data Cleansing
10 8 (5.16%) Open Source
11 7 (4.52%) Data Extraction
Programming Languages
1 80 (51.61%) SQL
2 20 (12.90%) T-SQL
3 14 (9.03%) Python
4 7 (4.52%) PL/SQL
5 6 (3.87%) Java
6 2 (1.29%) PowerShell
6 2 (1.29%) R
6 2 (1.29%) Scala
6 2 (1.29%) Shell Script
7 1 (0.65%) ANSI SQL
7 1 (0.65%) Data Analysis Expressions (DAX)
7 1 (0.65%) JavaScript
7 1 (0.65%) Ruby
Qualifications
1 5 (3.23%) ISEB
2 4 (2.58%) Degree
2 4 (2.58%) Security Cleared
3 3 (1.94%) ISTQB
4 2 (1.29%) BPSS Clearance
5 1 (0.65%) BC Cleared
5 1 (0.65%) HND
5 1 (0.65%) MCPD
5 1 (0.65%) Microsoft Certification
Quality Assurance & Compliance
1 7 (4.52%) Data Quality
2 6 (3.87%) QA
3 2 (1.29%) Cyber Essentials
3 2 (1.29%) GDPR
3 2 (1.29%) PCI DSS
4 1 (0.65%) SLA
Systems Management
1 2 (1.29%) Control-M
1 2 (1.29%) Failover Clustering
1 2 (1.29%) HP Quality Center
Vendors
1 39 (25.16%) Oracle
2 28 (18.06%) Microsoft
3 11 (7.10%) Tableau
4 10 (6.45%) Teradata
5 7 (4.52%) Talend
6 5 (3.23%) Cognos
6 5 (3.23%) Informatica
7 4 (2.58%) MicroStrategy
7 4 (2.58%) Vertica
8 3 (1.94%) Ab Initio
8 3 (1.94%) Embarcadero
9 2 (1.29%) IBM
9 2 (1.29%) SAP
10 1 (0.65%) Alteryx
10 1 (0.65%) Atlassian
10 1 (0.65%) Google
10 1 (0.65%) Hyperion
10 1 (0.65%) JD Edwards
10 1 (0.65%) MapR
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