The following table provides summary statistics for contract job vacancies advertised in 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 29 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
England / Yorkshire
3 months to
29 Mar 2017
Same period 2016 Same period 2015
Rank 114 132 116
Rank change year-on-year +18 -16  
Contract jobs citing Kimball Methodology 8 8 20
As % of all contract IT jobs advertised in Yorkshire 0.38% 0.28% 0.75%
As % of the Processes & Methodologies category 0.45% 0.34% 0.91%
Number of daily rates quoted 7 6 16
Median daily rate £400 £350 £425
Median daily rate % change year-on-year +14.28% -17.64%  
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 Yorkshire with a requirement for process and methodology skills.

Contract Process & Methodology Skills
Yorkshire
Contract job vacancies with a requirement for process and methodology skills 1759 2332 2198
As % of all contract IT job vacancies advertised in Yorkshire 82.85% 81.11% 82.11%
Number of daily rates quoted 1127 1595 1422
Median daily rate £410 £413 £375
Median daily rate % change year-on-year -0.60% +10.00%  
90% offered a daily rate of more than £300 £300 £250
10% offered a daily rate of more than £550 £600 £475
UK excluding London median daily rate £410 £400 £396
% change year-on-year +2.50% +1.01%  
Number of hourly rates quoted 36 65 64
Median hourly rate £13.00 £16.50 £18.00
Median hourly rate % change year-on-year -21.21% -8.33%  
90% offered a hourly rate of more than £8.82 £10.20 £9.25
10% offered a hourly rate of more than £39.10 £37.00 £35.50
UK excluding London median hourly rate £35.75 £38.50 £30.00
% change year-on-year -7.14% +28.33%  

Kimball Methodology
Job Vacancy Trend in Yorkshire

The job posting trend of jobs advertised in 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 Yorkshire

Kimball Methodology
Contractor Daily Rate Trend in Yorkshire

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

Contractor daily rate trend for Kimball Methodology in Yorkshire

Kimball Methodology
Contract Job Locations in 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 Yorkshire region over the 3 months to 29 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
West Yorkshire +20 5 £381 -15.27% 2
South Yorkshire 0 2 £375 +15.38%
North Yorkshire +6 1 £400 -11.11%
Kimball Methodology
England

For the 6 months to 29 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 Yorkshire region with a requirement for Kimball Methodology.

1 24 (100.00%) Data Warehouse
2 23 (95.83%) SQL Server Integration Services
3 22 (91.67%) ETL
4 21 (87.50%) SQL Server
5 17 (70.83%) SQL
5 17 (70.83%) Business Intelligence
6 15 (62.50%) Microsoft
6 15 (62.50%) SQL Server Analysis Services
7 14 (58.33%) SQL Server Reporting Services
8 13 (54.17%) SQL Server 2014
9 8 (33.33%) SQL Server 2012
10 7 (29.17%) SQL Server 2000
11 6 (25.00%) MDX
12 5 (20.83%) Security Cleared
13 4 (16.67%) ETL Development
13 4 (16.67%) NHS
13 4 (16.67%) T-SQL
14 3 (12.50%) Data Modelling
14 3 (12.50%) C#
14 3 (12.50%) Power BI
14 3 (12.50%) SQL Server 2016
14 3 (12.50%) Data Analysis Expressions (DAX)
14 3 (12.50%) Performance Tuning
14 3 (12.50%) Complex ETL
15 2 (8.33%) SC Cleared
15 2 (8.33%) PowerShell
15 2 (8.33%) SQL Server 2008
15 2 (8.33%) RedGate
15 2 (8.33%) High Availability
15 2 (8.33%) Microsoft Azure

Kimball Methodology
Co-occurring IT Skills in 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 (4.17%) ArcGIS
1 1 (4.17%) GeoServer
1 1 (4.17%) SharePoint
Cloud Services
1 2 (8.33%) Microsoft Azure
Database & Business Intelligence
1 24 (100.00%) Data Warehouse
2 23 (95.83%) SQL Server Integration Services
3 21 (87.50%) SQL Server
4 15 (62.50%) SQL Server Analysis Services
5 14 (58.33%) SQL Server Reporting Services
6 13 (54.17%) SQL Server 2014
7 8 (33.33%) SQL Server 2012
8 7 (29.17%) SQL Server 2000
9 3 (12.50%) Power BI
9 3 (12.50%) SQL Server 2016
10 2 (8.33%) Microsoft Analysis Services
10 2 (8.33%) OLAP
10 2 (8.33%) SQL Server 2008
11 1 (4.17%) Azure SQL Database
11 1 (4.17%) MS Access
11 1 (4.17%) PostgreSQL
11 1 (4.17%) QlikView
11 1 (4.17%) Relational Database
11 1 (4.17%) Star Schema
Development Applications
1 1 (4.17%) Team Foundation Server
Job Titles
1 21 (87.50%) Developer
2 18 (75.00%) SSIS Developer
3 16 (66.67%) Data Warehouse Developer
3 16 (66.67%) ETL Developer
3 16 (66.67%) SQL Developer
4 8 (33.33%) SQL Server Data Warehouse Developer
4 8 (33.33%) SQL Server Developer
5 7 (29.17%) SSAS Developer
5 7 (29.17%) SSRS Developer
6 4 (16.67%) Business Intelligence Developer
7 3 (12.50%) Microsoft Developer
8 2 (8.33%) Administrator
8 2 (8.33%) DBA
8 2 (8.33%) Microsoft BI Developer
8 2 (8.33%) SQL BI Developer
8 2 (8.33%) SQL Server BI Developer
9 1 (4.17%) Data Modeller
9 1 (4.17%) Power BI Developer
9 1 (4.17%) T-SQL Developer
Libraries, Frameworks & Software Standards
1 6 (25.00%) MDX
2 1 (4.17%) .NET
2 1 (4.17%) ASP.NET
2 1 (4.17%) CSS
2 1 (4.17%) HTML
2 1 (4.17%) PostGIS
Miscellaneous
1 4 (16.67%) NHS
2 1 (4.17%) Private Cloud
Processes & Methodologies
1 22 (91.67%) ETL
2 17 (70.83%) Business Intelligence
3 4 (16.67%) ETL Development
4 3 (12.50%) Complex ETL
4 3 (12.50%) Data Modelling
4 3 (12.50%) Performance Tuning
5 2 (8.33%) Disaster Recovery
5 2 (8.33%) High Availability
5 2 (8.33%) Performance Metrics
6 1 (4.17%) Business Analysis
6 1 (4.17%) Data Management
6 1 (4.17%) Migration
6 1 (4.17%) Visualisation
6 1 (4.17%) Workflow
Programming Languages
1 17 (70.83%) SQL
2 4 (16.67%) T-SQL
3 3 (12.50%) C#
3 3 (12.50%) Data Analysis Expressions (DAX)
4 2 (8.33%) PowerShell
5 1 (4.17%) JavaScript
5 1 (4.17%) VBA
Qualifications
1 5 (20.83%) Security Cleared
2 2 (8.33%) SC Cleared
Vendors
1 15 (62.50%) Microsoft
2 2 (8.33%) IDERA
2 2 (8.33%) RedGate
3 1 (4.17%) ESRI
3 1 (4.17%) Tableau