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 27 June 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
27 Jun 2017
Same period 2016 Same period 2015
Rank 63 64 54
Rank change year-on-year +1 -10  
Contract jobs citing Data Warehouse 40 34 39
As % of all contract IT jobs advertised in the East Midlands 2.60% 2.20% 2.49%
As % of the Database & Business Intelligence category 12.46% 10.83% 9.77%
Number of daily rates quoted 21 24 30
Median daily rate £400 £550 £323
Median daily rate % change year-on-year -27.27% +70.54%  
90% offered a daily rate of more than £250 £360 £140
10% offered a daily rate of more than £475 £570 £513
UK excluding London median daily rate £400 £410 £375
% change year-on-year -2.43% +9.33%  
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £52.00 £20.50 £31.50
% change year-on-year +153.65% -34.92%  

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 321 314 399
As % of all contract IT job vacancies advertised in the East Midlands 20.87% 20.30% 25.51%
Number of daily rates quoted 190 203 239
Median daily rate £393 £375 £325
Median daily rate % change year-on-year +4.66% +15.38%  
90% offered a daily rate of more than £270 £238 £160
10% offered a daily rate of more than £500 £525 £475
UK excluding London median daily rate £400 £383 £350
% change year-on-year +4.57% +9.28%  
Number of hourly rates quoted 13 3 3
Median hourly rate £48.50 £14.50 £41.25
Median hourly rate % change year-on-year +234.48% -64.84%  
90% offered a hourly rate of more than £14.00 £14.50 £37.50
10% offered a hourly rate of more than £50.00 £16.09 £45.00
UK excluding London median hourly rate £38.00 £31.14 £26.00
% change year-on-year +22.04% +19.75%  

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 27 June 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 27 June 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 +16 22 £400 - 5
Derbyshire -6 8 £369 -1.66% 1
Northamptonshire -9 8 - - 5
Lincolnshire -7 1 £350 -20.45% 1
Data Warehouse
England

For the 6 months to 27 June 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 36 (52.17%) SQL
2 33 (47.83%) Business Intelligence
3 31 (44.93%) ETL
4 17 (24.64%) Migration
5 16 (23.19%) SQL Server Integration Services
5 16 (23.19%) Microsoft
5 16 (23.19%) Oracle
6 15 (21.74%) Informatica
7 14 (20.29%) Data Migration
8 13 (18.84%) SQL Server Reporting Services
9 12 (17.39%) Analytics
10 9 (13.04%) SQL Server
10 9 (13.04%) Agile Software Development
10 9 (13.04%) Test Scripting
10 9 (13.04%) SQL Server Analysis Services
10 9 (13.04%) Microsoft Azure
10 9 (13.04%) Big Data
11 8 (11.59%) Analytical Skills
11 8 (11.59%) Oracle Database
11 8 (11.59%) Data Modelling
12 6 (8.70%) Data Quality
12 6 (8.70%) PL/SQL
13 5 (7.25%) PowerCenter
13 5 (7.25%) Power BI
13 5 (7.25%) Performance Tuning
13 5 (7.25%) Relational Database
13 5 (7.25%) Data Structures
13 5 (7.25%) Dashboard Development
13 5 (7.25%) Data Integration
13 5 (7.25%) 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 3 (4.35%) Apache Spark
Applications
1 2 (2.90%) Microsoft Excel
1 2 (2.90%) SPSS
2 1 (1.45%) Microsoft Project
2 1 (1.45%) Mingle
Business Applications
1 1 (1.45%) Dynamics CRM
Cloud Services
1 9 (13.04%) Microsoft Azure
2 3 (4.35%) PaaS
3 2 (2.90%) Azure Data Factory
3 2 (2.90%) Azure Machine Learning
4 1 (1.45%) Amazon AWS
4 1 (1.45%) Azure Active Directory
4 1 (1.45%) IaaS
4 1 (1.45%) Office 365
4 1 (1.45%) Trello
Communications & Networking
1 1 (1.45%) Internet
Database & Business Intelligence
1 16 (23.19%) SQL Server Integration Services
2 13 (18.84%) SQL Server Reporting Services
3 9 (13.04%) Big Data
3 9 (13.04%) SQL Server
3 9 (13.04%) SQL Server Analysis Services
4 8 (11.59%) Oracle Database
5 5 (7.25%) Power BI
5 5 (7.25%) PowerCenter
5 5 (7.25%) Relational Database
6 4 (5.80%) Hadoop
7 3 (4.35%) BusinessObjects
7 3 (4.35%) Enterprise Data Warehouse
7 3 (4.35%) HDInsight
7 3 (4.35%) OLAP
7 3 (4.35%) Oracle BI EE
7 3 (4.35%) Oracle Database 11g
7 3 (4.35%) Oracle ODI
7 3 (4.35%) RDBMS
8 2 (2.90%) Kalido
8 2 (2.90%) Spotfire
Development Applications
1 5 (7.25%) Team Foundation Server
2 3 (4.35%) Git (software)
3 1 (1.45%) Oracle Forms
3 1 (1.45%) Subversion
3 1 (1.45%) TeamCity
3 1 (1.45%) Visual Studio
3 1 (1.45%) Visual Studio Team System
General
1 4 (5.80%) Back Office
2 3 (4.35%) Aerospace
2 3 (4.35%) Finance
3 2 (2.90%) Retail
4 1 (1.45%) Billing
4 1 (1.45%) Legal
4 1 (1.45%) Manufacturing
4 1 (1.45%) Pharmaceutical
Job Titles
1 23 (33.33%) Analyst
2 20 (28.99%) Developer
3 10 (14.49%) ETL Developer
3 10 (14.49%) Test Analyst
4 9 (13.04%) SQL Analyst
5 7 (10.14%) Informatica Developer
5 7 (10.14%) Informatica ETL Developer
5 7 (10.14%) Project Manager
5 7 (10.14%) Test Data Analyst
6 6 (8.70%) Business Intelligence Analyst
6 6 (8.70%) Business Intelligence Developer
6 6 (8.70%) Data Migration Analyst
6 6 (8.70%) Migration Analyst
6 6 (8.70%) SQL Developer
7 5 (7.25%) Architect
7 5 (7.25%) Business Analyst
7 5 (7.25%) Consultant
7 5 (7.25%) Data Warehouse Developer
7 5 (7.25%) SQL Data Analyst
8 4 (5.80%) Data Analyst
Libraries, Frameworks & Software Standards
1 2 (2.90%) MDX
2 1 (1.45%) .NET
2 1 (1.45%) .NET Framework
2 1 (1.45%) ADO.NET
2 1 (1.45%) AngularJS
2 1 (1.45%) ASP.NET
2 1 (1.45%) ASP.NET Web API
2 1 (1.45%) ASP.NET Web Forms
2 1 (1.45%) Entity Framework
2 1 (1.45%) WCF
2 1 (1.45%) WinForms
Miscellaneous
1 8 (11.59%) Analytical Skills
2 5 (7.25%) Data Structures
3 3 (4.35%) Management Information System
4 2 (2.90%) Greenfield Project
5 1 (1.45%) Clustering
5 1 (1.45%) Enterprise Software
5 1 (1.45%) Public Cloud
5 1 (1.45%) Replication
5 1 (1.45%) Taxonomies
Operating Systems
1 2 (2.90%) Windows
2 1 (1.45%) Windows 10
Processes & Methodologies
1 33 (47.83%) Business Intelligence
2 31 (44.93%) ETL
3 17 (24.64%) Migration
4 14 (20.29%) Data Migration
5 12 (17.39%) Analytics
6 9 (13.04%) Agile Software Development
6 9 (13.04%) Test Scripting
7 8 (11.59%) Data Modelling
8 5 (7.25%) Dashboard Development
8 5 (7.25%) Data Integration
8 5 (7.25%) Performance Tuning
9 4 (5.80%) CRM
9 4 (5.80%) Data Governance
9 4 (5.80%) Data Management
9 4 (5.80%) Manual Testing
9 4 (5.80%) Project Management
9 4 (5.80%) Stakeholder Management
9 4 (5.80%) Test Strategy
9 4 (5.80%) Visualisation
9 4 (5.80%) Waterfall
Programming Languages
1 36 (52.17%) SQL
2 6 (8.70%) PL/SQL
3 4 (5.80%) T-SQL
4 3 (4.35%) R
5 2 (2.90%) C#
5 2 (2.90%) JavaScript
5 2 (2.90%) Python
5 2 (2.90%) Scala
6 1 (1.45%) F#
6 1 (1.45%) VBA
Qualifications
1 4 (5.80%) Degree
2 1 (1.45%) ISTQB
Quality Assurance & Compliance
1 6 (8.70%) Data Quality
2 1 (1.45%) PMO
System Software
1 1 (1.45%) Active Directory
Vendors
1 16 (23.19%) Microsoft
1 16 (23.19%) Oracle
2 15 (21.74%) Informatica
3 2 (2.90%) Genesys
3 2 (2.90%) Netezza
4 1 (1.45%) Atlassian
4 1 (1.45%) SAP