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 23 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
3 months to
23 Jun 2017
Same period 2016 Same period 2015
Rank 75 67 51
Rank change year-on-year -8 -16  
Contract jobs citing Data Warehouse 15 36 56
As % of all contract IT jobs advertised in Leeds 1.37% 2.38% 3.73%
As % of the Database & Business Intelligence category 5.88% 10.14% 12.17%
Number of daily rates quoted 9 25 48
Median daily rate £400 £400 £375
Median daily rate % change year-on-year - +6.66%  
90% offered a daily rate of more than £375 £313 £299
10% offered a daily rate of more than £435 £465 £530
UK excluding London median daily rate £400 £413 £375
% change year-on-year -3.03% +10.00%  
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 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 255 355 460
As % of all contract IT job vacancies advertised in Leeds 23.25% 23.51% 30.61%
Number of daily rates quoted 171 260 338
Median daily rate £400 £400 £350
Median daily rate % change year-on-year - +14.28%  
90% offered a daily rate of more than £315 £300 £293
10% offered a daily rate of more than £450 £478 £425
UK excluding London median daily rate £400 £388 £350
% change year-on-year +3.22% +10.71%  
Number of hourly rates quoted 2 1 4
Median hourly rate £17.50 £16.09 £17.50
Median hourly rate % change year-on-year +8.76% -8.05%  
UK excluding London median hourly rate £38.00 £30.35 £26.00
% change year-on-year +25.19% +16.74%  

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 Hourly Rate Trend in Leeds

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

Contractor hourly rate trend for Data Warehouse in Leeds

For the 6 months to 23 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 Leeds region with a requirement for Data Warehouse.

1 17 (54.84%) SQL
2 15 (48.39%) SQL Server
2 15 (48.39%) ETL
2 15 (48.39%) Business Intelligence
3 13 (41.94%) SQL Server Integration Services
4 12 (38.71%) Microsoft
4 12 (38.71%) SQL Server Analysis Services
5 9 (29.03%) SQL Server Reporting Services
6 8 (25.81%) MDX
7 6 (19.35%) Kimball Methodology
7 6 (19.35%) Oracle
8 5 (16.13%) OLAP
8 5 (16.13%) Finance
8 5 (16.13%) Power BI
8 5 (16.13%) ETL Development
9 4 (12.90%) Performance Tuning
9 4 (12.90%) Java
9 4 (12.90%) Linux
9 4 (12.90%) Agile Software Development
9 4 (12.90%) Data Management
9 4 (12.90%) Microsoft Analysis Services
10 3 (9.68%) Stakeholder Management
10 3 (9.68%) Data Integration
10 3 (9.68%) Python
10 3 (9.68%) Data Modelling
10 3 (9.68%) T-SQL
10 3 (9.68%) Management Information System
10 3 (9.68%) Project Management
10 3 (9.68%) Complex ETL
10 3 (9.68%) Analytics

Data Warehouse
Co-occurring 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 2 (6.45%) SAS
2 1 (3.23%) BizTalk Server
2 1 (3.23%) SharePoint
2 1 (3.23%) WebSphere
Applications
1 1 (3.23%) Microsoft Project
1 1 (3.23%) MS Visio
Business Applications
1 1 (3.23%) Oracle Cash Management
1 1 (3.23%) Oracle EBS
1 1 (3.23%) Oracle EBS R12
1 1 (3.23%) Oracle General Ledger
1 1 (3.23%) Oracle iProcurement
1 1 (3.23%) Oracle Payables
1 1 (3.23%) Oracle Procure-to-Pay
1 1 (3.23%) SAP IS-U
Cloud Services
1 1 (3.23%) Amazon AWS
1 1 (3.23%) Microsoft Azure
Database & Business Intelligence
1 15 (48.39%) SQL Server
2 13 (41.94%) SQL Server Integration Services
3 12 (38.71%) SQL Server Analysis Services
4 9 (29.03%) SQL Server Reporting Services
5 5 (16.13%) OLAP
5 5 (16.13%) Power BI
6 4 (12.90%) Microsoft Analysis Services
7 3 (9.68%) SQL Server 2012
7 3 (9.68%) SQL Server 2014
8 2 (6.45%) BusinessObjects
8 2 (6.45%) DTS
8 2 (6.45%) Enterprise Data Warehouse
8 2 (6.45%) MOLAP
8 2 (6.45%) MS Access
8 2 (6.45%) Pentaho
8 2 (6.45%) QlikView
8 2 (6.45%) Relational Database
8 2 (6.45%) ROLAP
8 2 (6.45%) Star Schema
9 1 (3.23%) RDBMS
Development Applications
1 2 (6.45%) Toad
2 1 (3.23%) Eclipse
2 1 (3.23%) JUnit
General
1 5 (16.13%) Finance
2 2 (6.45%) Billing
2 2 (6.45%) Retail
3 1 (3.23%) Marketing
Job Titles
1 19 (61.29%) Developer
2 9 (29.03%) Business Intelligence Developer
3 7 (22.58%) ETL Developer
3 7 (22.58%) SSAS Developer
4 6 (19.35%) Analyst
4 6 (19.35%) SQL Developer
5 5 (16.13%) SQL BI Developer
6 4 (12.90%) Project Manager
7 3 (9.68%) Data Analyst
7 3 (9.68%) Data Warehouse Developer
7 3 (9.68%) Microsoft BI Developer
7 3 (9.68%) Microsoft Developer
7 3 (9.68%) Power BI Developer
7 3 (9.68%) Python Developer
8 2 (6.45%) Business Intelligence Project Manager
8 2 (6.45%) Data Warehouse Manager
8 2 (6.45%) Data Warehouse Project Manager
8 2 (6.45%) SQL Analyst
8 2 (6.45%) SSIS Developer
8 2 (6.45%) SSRS Developer
Libraries, Frameworks & Software Standards
1 8 (25.81%) MDX
2 1 (3.23%) .NET
2 1 (3.23%) CPAN
2 1 (3.23%) Hibernate
2 1 (3.23%) iBATIS
2 1 (3.23%) J2EE
2 1 (3.23%) Java EE
2 1 (3.23%) Middleware
2 1 (3.23%) Spring
2 1 (3.23%) XML
Miscellaneous
1 3 (9.68%) Management Information System
2 2 (6.45%) Analytical Skills
2 2 (6.45%) NHS
3 1 (3.23%) iPad
Operating Systems
1 4 (12.90%) Linux
2 2 (6.45%) Unix
Processes & Methodologies
1 15 (48.39%) Business Intelligence
1 15 (48.39%) ETL
2 6 (19.35%) Kimball Methodology
3 5 (16.13%) ETL Development
4 4 (12.90%) Agile Software Development
4 4 (12.90%) Data Management
4 4 (12.90%) Performance Tuning
5 3 (9.68%) Analytics
5 3 (9.68%) Complex ETL
5 3 (9.68%) Data Integration
5 3 (9.68%) Data Modelling
5 3 (9.68%) Project Management
5 3 (9.68%) Stakeholder Management
6 2 (6.45%) Business Analysis
6 2 (6.45%) Data Strategy
6 2 (6.45%) Master Data Management
6 2 (6.45%) Mathematics
6 2 (6.45%) Statistics
7 1 (3.23%) Facilities Management
7 1 (3.23%) Supplier Management
Programming Languages
1 17 (54.84%) SQL
2 4 (12.90%) Java
3 3 (9.68%) Python
3 3 (9.68%) T-SQL
4 2 (6.45%) Shell Script
4 2 (6.45%) VB
4 2 (6.45%) VBA
5 1 (3.23%) C#
5 1 (3.23%) Data Analysis Expressions (DAX)
5 1 (3.23%) Perl
5 1 (3.23%) PL/SQL
5 1 (3.23%) VB.NET
Qualifications
1 2 (6.45%) Degree
2 1 (3.23%) SC Cleared
2 1 (3.23%) Security Cleared
Quality Assurance & Compliance
1 2 (6.45%) Data Quality
2 1 (3.23%) IFRS
2 1 (3.23%) IFRS 9
Vendors
1 12 (38.71%) Microsoft
2 6 (19.35%) Oracle
3 3 (9.68%) Tableau
4 2 (6.45%) SAP
5 1 (3.23%) Cognos
5 1 (3.23%) MicroStrategy