The following table provides summary statistics for contract job vacancies advertised in Leeds 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 26 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
26 Mar 2017
Same period 2016 Same period 2015
Data Warehousing
Rank 72 43 65
Rank change year-on-year -29 +22  
Contract jobs citing Data Warehouse 16 56 26
As % of all contract IT jobs advertised in Leeds 1.59% 3.93% 2.23%
As % of the Database & Business Intelligence category 5.82% 16.00% 7.45%
Number of daily rates quoted 9 53 22
Median daily rate £350 £375 £344
Median daily rate % change year-on-year -6.66% +9.09%  
90% offered a daily rate of more than £275 £302 £262
10% offered a daily rate of more than £420 £565 £448
UK excluding London median daily rate £400 £413 £400
% change year-on-year -3.03% +3.12%  
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
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 Leeds with a requirement for database and business intelligence skills.

Contract Database & Business Intelligence Skills
Leeds
Contract job vacancies with a requirement for database and business intelligence skills 275 350 349
As % of all contract IT job vacancies advertised in Leeds 27.25% 24.54% 29.96%
Number of daily rates quoted 189 257 245
Median daily rate £375 £380 £363
Median daily rate % change year-on-year -1.31% +4.82%  
90% offered a daily rate of more than £300 £300 £275
10% offered a daily rate of more than £500 £568 £535
UK excluding London median daily rate £400 £388 £375
% change year-on-year +3.22% +3.33%  
Number of hourly rates quoted 1 0 4
Median hourly rate £19.00 - £22.00
UK excluding London median hourly rate £31.00 £32.50 £32.50
% change year-on-year -4.61% -  

Data Warehouse
Job Vacancy Trend in Leeds

The job posting trend of jobs advertised in Leeds 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 Leeds

Data Warehouse
Contractor Daily Rate Trend in Leeds

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

Contractor daily rate trend for Data Warehouse in Leeds

Data Warehouse
Contractor Daily Rate Histogram in Leeds

The daily rate distribution of IT jobs citing Data Warehouse in Leeds over the 3 months to 26 March 2017.

Contractor daily rate histogram for Data Warehouse in Leeds

Data Warehouse
Contractor Hourly Rate Trend in Leeds

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

Contractor hourly rate trend for Data Warehouse in Leeds

Data Warehouse
Top 30 Related IT Skills in Leeds

For the 6 months to 26 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 Leeds region with a requirement for Data Warehouse.

1 35 (70.00%) SQL
2 33 (66.00%) Business Intelligence
3 32 (64.00%) SQL Server
4 27 (54.00%) SQL Server Integration Services
5 22 (44.00%) SQL Server Reporting Services
6 20 (40.00%) ETL
7 19 (38.00%) SQL Server Analysis Services
8 18 (36.00%) Microsoft
9 12 (24.00%) Oracle
10 11 (22.00%) T-SQL
10 11 (22.00%) SQL Server 2014
11 10 (20.00%) Kimball Methodology
11 10 (20.00%) Analytical Skills
12 9 (18.00%) Data Modelling
13 8 (16.00%) Project Management
13 8 (16.00%) Stakeholder Management
13 8 (16.00%) Agile Software Development
14 7 (14.00%) Cognos
14 7 (14.00%) SQL Server 2012
15 6 (12.00%) Power BI
15 6 (12.00%) SharePoint
15 6 (12.00%) Finance
15 6 (12.00%) SQL Server 2008
16 5 (10.00%) Data Integration
16 5 (10.00%) Microsoft Azure
16 5 (10.00%) MDX
16 5 (10.00%) MS Excel
16 5 (10.00%) IFRS
16 5 (10.00%) IFRS 9
16 5 (10.00%) Data Analysis Expressions (DAX)

Data Warehouse
Top Related IT Skills in Leeds 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 6 (12.00%) SharePoint
2 1 (2.00%) ArcGIS
2 1 (2.00%) BizTalk Server
2 1 (2.00%) GeoServer
Applications
1 5 (10.00%) MS Excel
Business Applications
1 1 (2.00%) Oracle Cash Management
1 1 (2.00%) Oracle EBS
1 1 (2.00%) Oracle EBS R12
1 1 (2.00%) Oracle General Ledger
1 1 (2.00%) Oracle iProcurement
1 1 (2.00%) Oracle Payables
1 1 (2.00%) Oracle Procure-to-Pay
Cloud Services
1 5 (10.00%) Microsoft Azure
2 1 (2.00%) Amazon AWS
2 1 (2.00%) Google Analytics
Database & Business Intelligence
1 32 (64.00%) SQL Server
2 27 (54.00%) SQL Server Integration Services
3 22 (44.00%) SQL Server Reporting Services
4 19 (38.00%) SQL Server Analysis Services
5 11 (22.00%) SQL Server 2014
6 7 (14.00%) SQL Server 2012
7 6 (12.00%) Power BI
7 6 (12.00%) SQL Server 2008
8 4 (8.00%) OLAP
9 2 (4.00%) Big Data
9 2 (4.00%) BusinessObjects
9 2 (4.00%) OLAP Cube
9 2 (4.00%) Oracle Database
9 2 (4.00%) QlikView
9 2 (4.00%) SQL Server 2000
10 1 (2.00%) Apache Hive
10 1 (2.00%) Biml
10 1 (2.00%) Microsoft Power View
10 1 (2.00%) Relational Database
10 1 (2.00%) SQL Server 2016
Development Applications
1 4 (8.00%) Visual Studio
2 1 (2.00%) Team Foundation Server
General
1 6 (12.00%) Finance
2 3 (6.00%) Retail
3 1 (2.00%) Games
3 1 (2.00%) Marketing
Job Titles
1 28 (56.00%) Developer
2 15 (30.00%) Business Intelligence Developer
3 13 (26.00%) SQL Developer
4 11 (22.00%) SSIS Developer
5 8 (16.00%) ETL Developer
6 7 (14.00%) Architect
6 7 (14.00%) Data Warehouse Developer
7 6 (12.00%) Analyst
7 6 (12.00%) Solutions Architect
7 6 (12.00%) SQL BI Developer
7 6 (12.00%) SSAS Developer
8 5 (10.00%) SSRS Developer
9 4 (8.00%) DBA
9 4 (8.00%) Senior Developer
10 3 (6.00%) Python Developer
10 3 (6.00%) SQL Server Developer
11 2 (4.00%) Business Intelligence Architect
11 2 (4.00%) Business Intelligence Manager
11 2 (4.00%) Senior Python Developer
11 2 (4.00%) SQL Server Data Warehouse Developer
Libraries, Frameworks & Software Standards
1 5 (10.00%) MDX
2 2 (4.00%) .NET
3 1 (2.00%) ASP.NET
3 1 (2.00%) CSS
3 1 (2.00%) HTML
3 1 (2.00%) Middleware
3 1 (2.00%) PostGIS
3 1 (2.00%) XML
Miscellaneous
1 10 (20.00%) Analytical Skills
2 2 (4.00%) Computer Science
2 2 (4.00%) Management Information System
3 1 (2.00%) NHS
3 1 (2.00%) Private Cloud
Operating Systems
1 3 (6.00%) Linux
2 1 (2.00%) Unix
Processes & Methodologies
1 33 (66.00%) Business Intelligence
2 20 (40.00%) ETL
3 10 (20.00%) Kimball Methodology
4 9 (18.00%) Data Modelling
5 8 (16.00%) Agile Software Development
5 8 (16.00%) Project Management
5 8 (16.00%) Stakeholder Management
6 5 (10.00%) Data Integration
7 4 (8.00%) Business Transformation
7 4 (8.00%) Data Migration
7 4 (8.00%) Migration
7 4 (8.00%) Supplier Management
7 4 (8.00%) Waterfall
8 3 (6.00%) Analytics
8 3 (6.00%) Business Analysis
8 3 (6.00%) Complex ETL
8 3 (6.00%) Data Management
9 2 (4.00%) Disaster Recovery
9 2 (4.00%) High Availability
9 2 (4.00%) Performance Management
Programming Languages
1 35 (70.00%) SQL
2 11 (22.00%) T-SQL
3 5 (10.00%) Data Analysis Expressions (DAX)
4 4 (8.00%) Python
5 3 (6.00%) Java
6 2 (4.00%) PowerShell
7 1 (2.00%) C
7 1 (2.00%) C#
7 1 (2.00%) JavaScript
7 1 (2.00%) VB.NET
7 1 (2.00%) VBA
Qualifications
1 1 (2.00%) Degree
1 1 (2.00%) SC Cleared
1 1 (2.00%) Security Cleared
Quality Assurance & Compliance
1 5 (10.00%) IFRS
1 5 (10.00%) IFRS 9
2 2 (4.00%) Data Quality
3 1 (2.00%) QA
Vendors
1 18 (36.00%) Microsoft
2 12 (24.00%) Oracle
3 7 (14.00%) Cognos
4 4 (8.00%) Tableau
5 2 (4.00%) IDERA
5 2 (4.00%) RedGate
6 1 (2.00%) CA
6 1 (2.00%) ESRI
6 1 (2.00%) Google
6 1 (2.00%) MicroStrategy
6 1 (2.00%) Splunk
6 1 (2.00%) Sybase