The following table provides summary statistics for contract job vacancies advertised in West Yorkshire 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 24 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.

3 months to
24 Mar 2017
Same period 2016 Same period 2015
Data Warehousing
Yorkshire / West Yorkshire
Rank 79 50 60
Rank change year-on-year -29 +10  
Contract jobs citing Data Warehouse 23 66 53
As % of all contract IT jobs advertised in West Yorkshire 1.69% 3.44% 2.94%
As % of the Database & Business Intelligence category 6.63% 15.24% 9.98%
Number of daily rates quoted 12 59 33
Median daily rate £363 £375 £350
Median daily rate % change year-on-year -3.33% +7.14%  
90% offered a daily rate of more than £278 £268 £262
10% offered a daily rate of more than £491 £535 £460
UK excluding London median daily rate £400 £413 £400
% change year-on-year -3.03% +3.12%  
Number of hourly rates quoted 1 3 0
Median hourly rate £34.24 £23.00 -
Median hourly rate % change year-on-year +48.86% -  
UK excluding London median hourly rate £35.00 £52.75 £34.00
% change year-on-year -33.64% +55.14%  

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 West Yorkshire with a requirement for database and business intelligence skills.

Contract Database & Business Intelligence Skills
West Yorkshire
Contract job vacancies with a requirement for database and business intelligence skills 347 433 531
As % of all contract IT job vacancies advertised in West Yorkshire 25.44% 22.59% 29.47%
Number of daily rates quoted 226 315 355
Median daily rate £375 £375 £363
Median daily rate % change year-on-year - +3.44%  
90% offered a daily rate of more than £300 £297 £275
10% offered a daily rate of more than £500 £540 £500
UK excluding London median daily rate £400 £388 £375
% change year-on-year +3.22% +3.33%  
Number of hourly rates quoted 5 8 8
Median hourly rate £19.00 £21.00 £18.50
Median hourly rate % change year-on-year -9.52% +13.51%  
90% offered a hourly rate of more than £18.68 £17.33 £12.58
10% offered a hourly rate of more than £34.79 £23.00 £35.00
UK excluding London median hourly rate £31.00 £32.50 £32.50
% change year-on-year -4.61% -  

Data Warehouse
Job Vacancy Trend in West Yorkshire

The job posting trend of jobs advertised in West Yorkshire 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 West Yorkshire

Data Warehouse
Contractor Daily Rate Trend in West Yorkshire

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

Contractor daily rate trend for Data Warehouse in West Yorkshire

Data Warehouse
Contractor Daily Rate Histogram in West Yorkshire

The daily rate distribution of IT jobs citing Data Warehouse in West Yorkshire over the 3 months to 24 March 2017.

Contractor daily rate histogram for Data Warehouse in West Yorkshire

Data Warehouse
Contractor Hourly Rate Trend in West Yorkshire

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

Contractor hourly rate trend for Data Warehouse in West Yorkshire

Data Warehouse
Contract Job Locations in West Yorkshire

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 West Yorkshire region over the 3 months to 24 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
Leeds -29 16 £350 -6.66% 13
Bradford -7 2 - - 5
Huddersfield - 1 £413 -
Data Warehouse
Yorkshire

Data Warehouse
Top 30 Related IT Skills in West Yorkshire

For the 6 months to 24 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 West Yorkshire region with a requirement for Data Warehouse.

1 45 (64.29%) SQL
2 44 (62.86%) Business Intelligence
3 42 (60.00%) SQL Server
4 36 (51.43%) SQL Server Integration Services
5 32 (45.71%) ETL
6 28 (40.00%) SQL Server Reporting Services
7 27 (38.57%) Microsoft
8 23 (32.86%) SQL Server Analysis Services
9 16 (22.86%) Oracle
9 16 (22.86%) T-SQL
10 14 (20.00%) SQL Server 2014
11 13 (18.57%) Analytical Skills
11 13 (18.57%) Kimball Methodology
11 13 (18.57%) Data Modelling
12 11 (15.71%) Agile Software Development
13 9 (12.86%) Finance
13 9 (12.86%) Stakeholder Management
13 9 (12.86%) SQL Server 2012
14 8 (11.43%) Power BI
14 8 (11.43%) Migration
14 8 (11.43%) Project Management
14 8 (11.43%) MS Excel
15 7 (10.00%) Cognos
15 7 (10.00%) SharePoint
15 7 (10.00%) Data Migration
16 6 (8.57%) SQL Server 2008
16 6 (8.57%) Analytics
16 6 (8.57%) MDX
17 5 (7.14%) Management Information System
17 5 (7.14%) IFRS

Data Warehouse
Top Related IT Skills in West Yorkshire 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 7 (10.00%) SharePoint
2 1 (1.43%) ArcGIS
2 1 (1.43%) BizTalk Server
2 1 (1.43%) GeoServer
2 1 (1.43%) Oracle Spatial
Applications
1 8 (11.43%) MS Excel
2 1 (1.43%) MS Office
Business Applications
1 2 (2.86%) Oracle EBS
1 2 (2.86%) Oracle EBS R12
2 1 (1.43%) Oracle Cash Management
2 1 (1.43%) Oracle General Ledger
2 1 (1.43%) Oracle iProcurement
2 1 (1.43%) Oracle Payables
2 1 (1.43%) Oracle Procure-to-Pay
2 1 (1.43%) Oracle SCM
Cloud Services
1 5 (7.14%) Microsoft Azure
2 1 (1.43%) Amazon AWS
2 1 (1.43%) Google Analytics
Database & Business Intelligence
1 42 (60.00%) SQL Server
2 36 (51.43%) SQL Server Integration Services
3 28 (40.00%) SQL Server Reporting Services
4 23 (32.86%) SQL Server Analysis Services
5 14 (20.00%) SQL Server 2014
6 9 (12.86%) SQL Server 2012
7 8 (11.43%) Power BI
8 6 (8.57%) SQL Server 2008
9 5 (7.14%) Oracle Database
10 4 (5.71%) Big Data
10 4 (5.71%) BusinessObjects
10 4 (5.71%) OLAP
10 4 (5.71%) Oracle Database 11g
11 3 (4.29%) SQL Server 2000
12 2 (2.86%) Data Mining
12 2 (2.86%) Enterprise Data Warehouse
12 2 (2.86%) OLAP Cube
12 2 (2.86%) Oracle Database 12c
12 2 (2.86%) QlikView
12 2 (2.86%) SQL Server 2016
Development Applications
1 4 (5.71%) Visual Studio
2 1 (1.43%) Team Foundation Server
General
1 9 (12.86%) Finance
2 3 (4.29%) Retail
3 2 (2.86%) Manufacturing
4 1 (1.43%) Games
4 1 (1.43%) Marketing
Job Titles
1 37 (52.86%) Developer
2 18 (25.71%) SQL Developer
3 16 (22.86%) Business Intelligence Developer
4 15 (21.43%) ETL Developer
5 14 (20.00%) SSIS Developer
6 10 (14.29%) Analyst
6 10 (14.29%) Data Warehouse Developer
7 8 (11.43%) Architect
8 7 (10.00%) SQL BI Developer
8 7 (10.00%) SSAS Developer
9 6 (8.57%) DBA
9 6 (8.57%) Solutions Architect
9 6 (8.57%) SQL Server Developer
9 6 (8.57%) SSRS Developer
10 5 (7.14%) SQL Server Data Warehouse Developer
11 4 (5.71%) Administrator
11 4 (5.71%) Data Analyst
11 4 (5.71%) Senior Developer
12 3 (4.29%) Consultant
12 3 (4.29%) Oracle DBA
Libraries, Frameworks & Software Standards
1 6 (8.57%) MDX
2 2 (2.86%) .NET
3 1 (1.43%) ASP.NET
3 1 (1.43%) CSS
3 1 (1.43%) HTML
3 1 (1.43%) Middleware
3 1 (1.43%) PostGIS
3 1 (1.43%) XML
Miscellaneous
1 13 (18.57%) Analytical Skills
2 5 (7.14%) Management Information System
3 4 (5.71%) NHS
4 2 (2.86%) Computer Science
4 2 (2.86%) Tandem
5 1 (1.43%) Data Centre
5 1 (1.43%) Private Cloud
Operating Systems
1 4 (5.71%) Linux
2 1 (1.43%) Unix
Processes & Methodologies
1 44 (62.86%) Business Intelligence
2 32 (45.71%) ETL
3 13 (18.57%) Data Modelling
3 13 (18.57%) Kimball Methodology
4 11 (15.71%) Agile Software Development
5 9 (12.86%) Stakeholder Management
6 8 (11.43%) Migration
6 8 (11.43%) Project Management
7 7 (10.00%) Data Migration
8 6 (8.57%) Analytics
9 5 (7.14%) Data Integration
9 5 (7.14%) Data Mapping
10 4 (5.71%) Business Transformation
10 4 (5.71%) Complex ETL
10 4 (5.71%) Data Management
10 4 (5.71%) Supplier Management
10 4 (5.71%) Waterfall
11 3 (4.29%) Business Analysis
11 3 (4.29%) ETL Development
11 3 (4.29%) Performance Tuning
Programming Languages
1 45 (64.29%) SQL
2 16 (22.86%) T-SQL
3 5 (7.14%) Data Analysis Expressions (DAX)
4 4 (5.71%) Python
5 3 (4.29%) C#
5 3 (4.29%) Java
6 2 (2.86%) PowerShell
7 1 (1.43%) C
7 1 (1.43%) JavaScript
7 1 (1.43%) PL/SQL
7 1 (1.43%) VB.NET
7 1 (1.43%) VBA
Qualifications
1 3 (4.29%) Degree
2 1 (1.43%) SC Cleared
2 1 (1.43%) Security Cleared
Quality Assurance & Compliance
1 5 (7.14%) IFRS
1 5 (7.14%) IFRS 9
2 3 (4.29%) Data Quality
3 1 (1.43%) GDPR
3 1 (1.43%) PCI DSS
3 1 (1.43%) QA
System Software
1 2 (2.86%) Oracle RAC
Systems Management
1 1 (1.43%) Data Guard
1 1 (1.43%) Oracle RMAN
1 1 (1.43%) Oracle Statspack
Vendors
1 27 (38.57%) Microsoft
2 16 (22.86%) Oracle
3 7 (10.00%) Cognos
4 4 (5.71%) Tableau
5 2 (2.86%) IDERA
5 2 (2.86%) RedGate
6 1 (1.43%) CA
6 1 (1.43%) Cerner
6 1 (1.43%) ESRI
6 1 (1.43%) Google
6 1 (1.43%) IBM
6 1 (1.43%) MicroStrategy
6 1 (1.43%) Netezza
6 1 (1.43%) Splunk
6 1 (1.43%) Sybase