The following table provides summary statistics for contract job vacancies advertised in the North West 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 26 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.

The Kimball Lifecycle
England / North West
3 months to
26 Jun 2017
Same period 2016 Same period 2015
Rank 129 136 146
Rank change year-on-year +7 +10  
Contract jobs citing Kimball Methodology 13 29 4
As % of all contract IT jobs advertised in the North West 0.44% 0.77% 0.11%
As % of the Processes & Methodologies category 0.55% 0.94% 0.14%
Number of daily rates quoted 5 25 1
Median daily rate £425 £413 £433
Median daily rate % change year-on-year +3.03% -4.62%  
UK excluding London median daily rate £425 £395 £366
% change year-on-year +7.59% +7.84%  
Number of hourly rates quoted 0 0 1
Median hourly rate - - £57.75
UK excluding London median hourly rate - £49.00 £43.88
% change year-on-year - +11.68%  

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 the North West with a requirement for process and methodology skills.

Contract Process & Methodology Skills
North West
Contract job vacancies with a requirement for process and methodology skills 2385 3083 2903
As % of all contract IT job vacancies advertised in the North West 80.90% 82.19% 78.63%
Number of daily rates quoted 1409 1941 1709
Median daily rate £410 £415 £385
Median daily rate % change year-on-year -1.20% +7.79%  
90% offered a daily rate of more than £300 £300 £275
10% offered a daily rate of more than £550 £575 £550
UK excluding London median daily rate £415 £400 £380
% change year-on-year +3.75% +5.26%  
Number of hourly rates quoted 101 77 125
Median hourly rate £40.00 £29.25 £34.00
Median hourly rate % change year-on-year +36.75% -13.97%  
90% offered a hourly rate of more than £13.00 £12.58 £14.50
10% offered a hourly rate of more than £55.00 £53.00 £54.67
UK excluding London median hourly rate £34.00 £28.50 £30.00
% change year-on-year +19.29% -5.00%  

Kimball Methodology
Job Vacancy Trend in the North West

The job posting trend of jobs advertised in the North West 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 the North West

Kimball Methodology
Contractor Daily Rate Trend in the North West

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

Contractor daily rate trend for Kimball Methodology in the North West

Kimball Methodology
Contractor Hourly Rate Trend in the North West

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing Kimball Methodology in the North West.

Contractor hourly rate trend for Kimball Methodology in the North West

Kimball Methodology
Contract Job Locations in the North West

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 North West region over the 3 months to 26 June 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
Manchester +11 6 £388 -13.88% 2
Cheshire +12 5 £450 +9.09%
Merseyside -4 1 £425 - 1
Kimball Methodology
England

For the 6 months to 26 June 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 North West region with a requirement for Kimball Methodology.

1 16 (84.21%) Data Warehouse
2 13 (68.42%) ETL
3 12 (63.16%) SQL
3 12 (63.16%) SQL Server
3 12 (63.16%) SQL Server Integration Services
4 11 (57.89%) SQL Server Reporting Services
4 11 (57.89%) SQL Server Analysis Services
4 11 (57.89%) Business Intelligence
5 7 (36.84%) Microsoft
6 6 (31.58%) Dimensional Modelling
7 5 (26.32%) Retail
7 5 (26.32%) T-SQL
7 5 (26.32%) SQL Server 2014
8 4 (21.05%) Power BI
8 4 (21.05%) SQL Server 2012
8 4 (21.05%) MDX
9 3 (15.79%) Java
9 3 (15.79%) Finance
9 3 (15.79%) SQL Server 2000
9 3 (15.79%) OLAP
9 3 (15.79%) E-Commerce
9 3 (15.79%) Jenkins
9 3 (15.79%) Vertica
9 3 (15.79%) Big Data
9 3 (15.79%) Continuous Integration
9 3 (15.79%) OLAP Cube
9 3 (15.79%) ETL Development
10 2 (10.53%) Apache Spark
10 2 (10.53%) Data Transformation
10 2 (10.53%) Oracle Database

Kimball Methodology
Co-occurring IT Skills in the North West 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 (10.53%) Apache Spark
Applications
1 1 (5.26%) Microsoft Excel
Business Applications
1 2 (10.53%) Oracle ERP
Cloud Services
1 2 (10.53%) Cloud Computing
1 2 (10.53%) GitHub
Database & Business Intelligence
1 16 (84.21%) Data Warehouse
2 12 (63.16%) SQL Server
2 12 (63.16%) SQL Server Integration Services
3 11 (57.89%) SQL Server Analysis Services
3 11 (57.89%) SQL Server Reporting Services
4 5 (26.32%) SQL Server 2014
5 4 (21.05%) Power BI
5 4 (21.05%) SQL Server 2012
6 3 (15.79%) Big Data
6 3 (15.79%) OLAP
6 3 (15.79%) OLAP Cube
6 3 (15.79%) SQL Server 2000
7 2 (10.53%) MongoDB
7 2 (10.53%) MySQL
7 2 (10.53%) Oracle Database
7 2 (10.53%) Oracle Database 10g
7 2 (10.53%) Oracle Database 11g
8 1 (5.26%) QlikView
8 1 (5.26%) Relational Database
8 1 (5.26%) SQL Server 2016
Development Applications
1 3 (15.79%) Jenkins
2 2 (10.53%) Subversion
2 2 (10.53%) Talend Open Studio
3 1 (5.26%) ERwin
General
1 5 (26.32%) Retail
2 3 (15.79%) Finance
Job Titles
1 13 (68.42%) Developer
2 6 (31.58%) Business Intelligence Developer
3 5 (26.32%) SSIS Developer
3 5 (26.32%) SSRS Developer
4 4 (21.05%) Data Warehouse Developer
4 4 (21.05%) ETL Developer
5 3 (15.79%) Business Intelligence Consultant
5 3 (15.79%) Consultant
5 3 (15.79%) Microsoft BI Developer
5 3 (15.79%) Microsoft Developer
6 2 (10.53%) Oracle Developer
6 2 (10.53%) Power BI Consultant
6 2 (10.53%) SSAS Developer
6 2 (10.53%) SSIS Consultant
6 2 (10.53%) SSRS Consultant
7 1 (5.26%) Analyst
7 1 (5.26%) Data Modeller
7 1 (5.26%) Data Warehouse Consultant
7 1 (5.26%) DBA
7 1 (5.26%) Information Analyst
Libraries, Frameworks & Software Standards
1 4 (21.05%) MDX
Miscellaneous
1 1 (5.26%) NHS
Operating Systems
1 1 (5.26%) Linux
Processes & Methodologies
1 13 (68.42%) ETL
2 11 (57.89%) Business Intelligence
3 6 (31.58%) Dimensional Modelling
4 3 (15.79%) Continuous Integration
4 3 (15.79%) E-Commerce
4 3 (15.79%) ETL Development
5 2 (10.53%) Agile Software Development
5 2 (10.53%) Data Modelling
5 2 (10.53%) Data Transformation
5 2 (10.53%) ERP
5 2 (10.53%) Performance Tuning
5 2 (10.53%) Programme Management
6 1 (5.26%) Data Cleansing
6 1 (5.26%) Data Management
6 1 (5.26%) Data Migration
6 1 (5.26%) Enterprise Architecture
6 1 (5.26%) Mathematics
6 1 (5.26%) Statistics
6 1 (5.26%) Time Management
6 1 (5.26%) TOGAF
Programming Languages
1 12 (63.16%) SQL
2 5 (26.32%) T-SQL
3 3 (15.79%) Java
4 1 (5.26%) Data Analysis Expressions (DAX)
Qualifications
1 1 (5.26%) Degree
Vendors
1 7 (36.84%) Microsoft
2 3 (15.79%) Vertica
3 2 (10.53%) Ab Initio
3 2 (10.53%) Oracle
3 2 (10.53%) Talend
North West
Rullion
Posted: 5 days ago