The following table provides summary statistics for contract job vacancies advertised in the East Midlands 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 / East Midlands
3 months to
30 Mar 2017
Same period 2016 Same period 2015
Rank 69 55 49
Rank change year-on-year -14 -6  
Contract jobs citing Data Warehouse 31 39 49
As % of all contract IT jobs advertised in the East Midlands 2.04% 2.37% 2.93%
As % of the Database & Business Intelligence category 8.56% 11.11% 13.00%
Number of daily rates quoted 20 26 25
Median daily rate £300 £438 £350
Median daily rate % change year-on-year -31.42% +25.00%  
90% offered a daily rate of more than £240 £338 £150
10% offered a daily rate of more than £508 £550 £450
UK excluding London median daily rate £400 £415 £400
% change year-on-year -3.61% +3.75%  
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
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 East Midlands with a requirement for database and business intelligence skills.

Contract Database & Business Intelligence Skills
East Midlands
Contract job vacancies with a requirement for database and business intelligence skills 362 351 377
As % of all contract IT job vacancies advertised in the East Midlands 23.83% 21.29% 22.51%
Number of daily rates quoted 255 215 218
Median daily rate £338 £375 £350
Median daily rate % change year-on-year -10.00% +7.14%  
90% offered a daily rate of more than £145 £272 £250
10% offered a daily rate of more than £450 £500 £450
UK excluding London median daily rate £400 £388 £375
% change year-on-year +3.22% +3.33%  
Number of hourly rates quoted 5 4 7
Median hourly rate £50.00 £14.00 £22.50
Median hourly rate % change year-on-year +257.14% -37.77%  
90% offered a hourly rate of more than £18.70 £12.80 £14.50
10% offered a hourly rate of more than £59.00 £20.00 £35.80
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 East Midlands

The job posting trend of jobs advertised in the East Midlands 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 East Midlands

Data Warehouse
Contractor Daily Rate Trend in the East Midlands

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

Contractor daily rate trend for Data Warehouse in the East Midlands

Data Warehouse
Contractor Daily Rate Histogram in the East Midlands

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

Contractor daily rate histogram for Data Warehouse in the East Midlands

Data Warehouse
Contractor Hourly Rate Trend in the East Midlands

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

Contractor hourly rate trend for Data Warehouse in the East Midlands

Data Warehouse
Contract Job Locations in the East Midlands

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 East Midlands 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
Nottinghamshire +17 16 £288 -36.11% 1
Derbyshire -6 5 £583 +45.62% 4
Leicestershire 0 4 £475 +46.15% 1
Northamptonshire -18 1 £320 -34.35% 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 East Midlands region with a requirement for Data Warehouse.

1 52 (65.82%) SQL
2 38 (48.10%) Business Intelligence
3 30 (37.97%) ETL
4 28 (35.44%) Microsoft
5 22 (27.85%) SQL Server Integration Services
6 20 (25.32%) Migration
7 19 (24.05%) SQL Server
8 17 (21.52%) Oracle
8 17 (21.52%) Data Modelling
9 16 (20.25%) Agile Software Development
9 16 (20.25%) SQL Server Reporting Services
10 15 (18.99%) Data Migration
10 15 (18.99%) Power BI
11 14 (17.72%) SQL Server Analysis Services
11 14 (17.72%) PL/SQL
11 14 (17.72%) Informatica
12 13 (16.46%) Microsoft Azure
13 12 (15.19%) Analytics
14 10 (12.66%) Test Scripting
15 9 (11.39%) Analytical Skills
16 8 (10.13%) Data Management
16 8 (10.13%) QA
16 8 (10.13%) Apache Spark
16 8 (10.13%) Oracle Database
16 8 (10.13%) Machine Learning
16 8 (10.13%) Scala
16 8 (10.13%) PaaS
16 8 (10.13%) HDInsight
16 8 (10.13%) Azure Machine Learning
17 7 (8.86%) Team Foundation Server

Data Warehouse
Co-occurring IT Skills in the East Midlands 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 8 (10.13%) Apache Spark
2 1 (1.27%) JBoss
2 1 (1.27%) SharePoint
Applications
1 6 (7.59%) MS Excel
2 1 (1.27%) MS Office
2 1 (1.27%) MS Project
Business Applications
1 1 (1.27%) Oracle Applications
1 1 (1.27%) Unit4 Business World
Cloud Services
1 13 (16.46%) Microsoft Azure
2 8 (10.13%) Azure Machine Learning
2 8 (10.13%) PaaS
3 3 (3.80%) Amazon AWS
3 3 (3.80%) Boomi
4 1 (1.27%) Office 365
Communications & Networking
1 1 (1.27%) Internet
Database & Business Intelligence
1 22 (27.85%) SQL Server Integration Services
2 19 (24.05%) SQL Server
3 16 (20.25%) SQL Server Reporting Services
4 15 (18.99%) Power BI
5 14 (17.72%) SQL Server Analysis Services
6 8 (10.13%) HDInsight
6 8 (10.13%) Oracle Database
7 6 (7.59%) Big Data
8 5 (6.33%) Azure SQL Database
8 5 (6.33%) Oracle Database 11g
9 4 (5.06%) SQL Server 2016
10 3 (3.80%) BusinessObjects
10 3 (3.80%) SQL Server 2014
11 2 (2.53%) DataStage
11 2 (2.53%) Hadoop
11 2 (2.53%) Spotfire
11 2 (2.53%) SQL Server 2008
11 2 (2.53%) SQL Server 2012
12 1 (1.27%) NoSQL
12 1 (1.27%) SAP Data Services
Development Applications
1 7 (8.86%) Team Foundation Server
2 3 (3.80%) Visual Studio
3 1 (1.27%) Git (software)
3 1 (1.27%) Jenkins
General
1 7 (8.86%) Finance
2 2 (2.53%) Aerospace
2 2 (2.53%) Billing
2 2 (2.53%) Legal
3 1 (1.27%) Advertising
3 1 (1.27%) Banking
3 1 (1.27%) Pharmaceutical
3 1 (1.27%) Retail
Job Titles
1 28 (35.44%) Developer
2 27 (34.18%) Analyst
3 17 (21.52%) ETL Developer
4 12 (15.19%) Test Analyst
5 11 (13.92%) Business Intelligence Developer
5 11 (13.92%) SQL Developer
6 10 (12.66%) Test Data Analyst
7 9 (11.39%) Informatica Developer
8 8 (10.13%) Architect
9 7 (8.86%) Business Analyst
9 7 (8.86%) Data Migration Analyst
9 7 (8.86%) Data Warehouse Developer
9 7 (8.86%) Informatica ETL Developer
9 7 (8.86%) Migration Analyst
9 7 (8.86%) SQL Analyst
9 7 (8.86%) SSIS Developer
10 6 (7.59%) Azure Architect
10 6 (7.59%) Consultant
10 6 (7.59%) Data Analyst
10 6 (7.59%) SQL BI Developer
Libraries, Frameworks & Software Standards
1 3 (3.80%) MDX
1 3 (3.80%) Web Services
Miscellaneous
1 9 (11.39%) Analytical Skills
2 7 (8.86%) Mainframe
3 1 (1.27%) Data Centre
3 1 (1.27%) Data Structures
3 1 (1.27%) NHS
Operating Systems
1 1 (1.27%) Windows
1 1 (1.27%) Windows 10
Processes & Methodologies
1 38 (48.10%) Business Intelligence
2 30 (37.97%) ETL
3 20 (25.32%) Migration
4 17 (21.52%) Data Modelling
5 16 (20.25%) Agile Software Development
6 15 (18.99%) Data Migration
7 12 (15.19%) Analytics
8 10 (12.66%) Test Scripting
9 8 (10.13%) Data Management
9 8 (10.13%) Machine Learning
10 6 (7.59%) Automated Testing
10 6 (7.59%) Manual Testing
11 5 (6.33%) DevOps
11 5 (6.33%) Kimball Methodology
12 4 (5.06%) Data Analytics
12 4 (5.06%) Performance Tuning
12 4 (5.06%) Regression Testing
12 4 (5.06%) Re-Platforming
12 4 (5.06%) Waterfall
13 3 (3.80%) Project Management
Programming Languages
1 52 (65.82%) SQL
2 14 (17.72%) PL/SQL
3 8 (10.13%) Scala
4 4 (5.06%) T-SQL
5 3 (3.80%) PowerShell
6 2 (2.53%) C#
6 2 (2.53%) JavaScript
6 2 (2.53%) Python
6 2 (2.53%) VBA
7 1 (1.27%) Data Analysis Expressions (DAX)
7 1 (1.27%) Java
7 1 (1.27%) VB
Qualifications
1 3 (3.80%) Security Cleared
2 2 (2.53%) ISTQB
2 2 (2.53%) SC Cleared
3 1 (1.27%) Degree
3 1 (1.27%) PRINCE2 Practitioner
Quality Assurance & Compliance
1 8 (10.13%) QA
2 1 (1.27%) Data Quality
2 1 (1.27%) PMO
System Software
1 2 (2.53%) VMware Infrastructure
Systems Management
1 1 (1.27%) HP Quality Center
1 1 (1.27%) Opscode Chef
1 1 (1.27%) Puppet
Vendors
1 28 (35.44%) Microsoft
2 17 (21.52%) Oracle
3 14 (17.72%) Informatica
4 3 (3.80%) Dell
4 3 (3.80%) VMware
5 2 (2.53%) SAP
6 1 (1.27%) HP
6 1 (1.27%) IBM
6 1 (1.27%) Lagan
6 1 (1.27%) Mercator
6 1 (1.27%) Teradata
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