The following table provides summary statistics for contract job vacancies advertised in West Yorkshire with a requirement for Kimball Methodology skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Kimball Methodology over the 3 months to 28 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.

The Kimball Lifecycle
Yorkshire / West Yorkshire
3 months to
28 Mar 2017
Same period 2016 Same period 2015
Rank 95 110 99
Rank change year-on-year +15 -11  
Contract jobs citing Kimball Methodology 5 2 12
As % of all contract IT jobs advertised in West Yorkshire 0.37% 0.10% 0.65%
As % of the Processes & Methodologies category 0.44% 0.12% 0.76%
Number of daily rates quoted 4 2 9
Median daily rate £381 £450 £425
Median daily rate % change year-on-year -15.27% +5.88%  
UK excluding London median daily rate £388 £425 £371
% change year-on-year -8.82% +14.47%  
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - - -

Kimball Methodology is in the process and methodology 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 process and methodology skills.

Contract Process & Methodology Skills
West Yorkshire
Contract job vacancies with a requirement for process and methodology skills 1139 1619 1575
As % of all contract IT job vacancies advertised in West Yorkshire 85.13% 82.86% 85.18%
Number of daily rates quoted 763 1135 1008
Median daily rate £400 £410 £375
Median daily rate % change year-on-year -2.43% +9.33%  
90% offered a daily rate of more than £300 £300 £265
10% offered a daily rate of more than £550 £575 £475
UK excluding London median daily rate £410 £400 £396
% change year-on-year +2.50% +1.01%  
Number of hourly rates quoted 20 38 40
Median hourly rate £13.00 £15.75 £18.00
Median hourly rate % change year-on-year -17.46% -12.50%  
90% offered a hourly rate of more than £8.82 £9.12 £10.25
10% offered a hourly rate of more than £39.00 £21.50 £35.75
UK excluding London median hourly rate £36.00 £38.50 £30.20
% change year-on-year -6.49% +27.48%  

Kimball Methodology
Job Vacancy Trend in West Yorkshire

The job posting trend of jobs advertised in West Yorkshire citing Kimball Methodology as a proportion of all contract or permanent IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Kimball Methodology in West Yorkshire

Kimball Methodology
Contractor Daily Rate Trend in West Yorkshire

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

Contractor daily rate trend for Kimball Methodology in West Yorkshire

Kimball Methodology
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 Kimball Methodology within the West Yorkshire region over the 3 months to 28 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 +11 3 £381 -15.27% 2
Huddersfield - 1 £413 -
Kimball Methodology
Yorkshire

For the 6 months to 28 March 2017, IT contractor jobs citing Kimball Methodology 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 Kimball Methodology.

1 14 (100.00%) Data Warehouse
1 14 (100.00%) SQL Server Integration Services
2 12 (85.71%) SQL Server Analysis Services
2 12 (85.71%) ETL
2 12 (85.71%) SQL Server
3 11 (78.57%) Business Intelligence
4 10 (71.43%) SQL Server Reporting Services
4 10 (71.43%) SQL
5 9 (64.29%) Microsoft
5 9 (64.29%) SQL Server 2014
6 4 (28.57%) MDX
7 3 (21.43%) Performance Tuning
7 3 (21.43%) SQL Server 2012
7 3 (21.43%) Power BI
7 3 (21.43%) Complex ETL
7 3 (21.43%) ETL Development
7 3 (21.43%) SQL Server 2000
7 3 (21.43%) T-SQL
8 2 (14.29%) OLAP
8 2 (14.29%) Data Modelling
8 2 (14.29%) Disaster Recovery
8 2 (14.29%) Performance Metrics
8 2 (14.29%) SQL Server 2016
8 2 (14.29%) PowerShell
8 2 (14.29%) SQL Server 2008
8 2 (14.29%) Microsoft Azure
8 2 (14.29%) RedGate
8 2 (14.29%) High Availability
8 2 (14.29%) Microsoft Analysis Services
8 2 (14.29%) IDERA

Kimball Methodology
Co-occurring 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 1 (7.14%) ArcGIS
1 1 (7.14%) GeoServer
1 1 (7.14%) SharePoint
Cloud Services
1 2 (14.29%) Microsoft Azure
2 1 (7.14%) Amazon AWS
Database & Business Intelligence
1 14 (100.00%) Data Warehouse
1 14 (100.00%) SQL Server Integration Services
2 12 (85.71%) SQL Server
2 12 (85.71%) SQL Server Analysis Services
3 10 (71.43%) SQL Server Reporting Services
4 9 (64.29%) SQL Server 2014
5 3 (21.43%) Power BI
5 3 (21.43%) SQL Server 2000
5 3 (21.43%) SQL Server 2012
6 2 (14.29%) Microsoft Analysis Services
6 2 (14.29%) OLAP
6 2 (14.29%) SQL Server 2008
6 2 (14.29%) SQL Server 2016
7 1 (7.14%) Apache Hive
7 1 (7.14%) Big Data
7 1 (7.14%) Hadoop
7 1 (7.14%) MS Access
7 1 (7.14%) MySQL
7 1 (7.14%) QlikView
7 1 (7.14%) Relational Database
Development Applications
1 1 (7.14%) Team Foundation Server
Job Titles
1 11 (78.57%) Developer
2 8 (57.14%) Data Warehouse Developer
2 8 (57.14%) ETL Developer
2 8 (57.14%) SSIS Developer
3 6 (42.86%) SQL Developer
3 6 (42.86%) SSAS Developer
4 4 (28.57%) Business Intelligence Developer
4 4 (28.57%) SQL Server Data Warehouse Developer
4 4 (28.57%) SQL Server Developer
4 4 (28.57%) SSRS Developer
5 2 (14.29%) Administrator
5 2 (14.29%) DBA
5 2 (14.29%) Microsoft Developer
6 1 (7.14%) Data Modeller
6 1 (7.14%) Microsoft BI Developer
6 1 (7.14%) Power BI Developer
6 1 (7.14%) SQL BI Developer
6 1 (7.14%) SQL Server BI Developer
Libraries, Frameworks & Software Standards
1 4 (28.57%) MDX
2 1 (7.14%) .NET
2 1 (7.14%) ASP.NET
2 1 (7.14%) CSS
2 1 (7.14%) HTML
2 1 (7.14%) PostGIS
Miscellaneous
1 1 (7.14%) Private Cloud
Processes & Methodologies
1 12 (85.71%) ETL
2 11 (78.57%) Business Intelligence
3 3 (21.43%) Complex ETL
3 3 (21.43%) ETL Development
3 3 (21.43%) Performance Tuning
4 2 (14.29%) Data Modelling
4 2 (14.29%) Disaster Recovery
4 2 (14.29%) High Availability
4 2 (14.29%) Performance Metrics
5 1 (7.14%) Business Analysis
5 1 (7.14%) Data Management
5 1 (7.14%) Inmon Methodology
5 1 (7.14%) Migration
5 1 (7.14%) Visualisation
5 1 (7.14%) Workflow
Programming Languages
1 10 (71.43%) SQL
2 3 (21.43%) T-SQL
3 2 (14.29%) PowerShell
4 1 (7.14%) Data Analysis Expressions (DAX)
4 1 (7.14%) JavaScript
4 1 (7.14%) Python
4 1 (7.14%) VBA
Qualifications
1 1 (7.14%) SC Cleared
1 1 (7.14%) Security Cleared
Vendors
1 9 (64.29%) Microsoft
2 2 (14.29%) IDERA
2 2 (14.29%) RedGate
3 1 (7.14%) ESRI
3 1 (7.14%) Splunk
3 1 (7.14%) Tableau