The table below looks at the statistics for Kimball Methodology skills in IT contracts advertised for the North West region. Included is a guide to the contractor rates offered in IT contracts that have cited Kimball Methodology over the 3 months to 7 December 2016 with a comparison to the same period over the previous 2 years.

Note that daily contractor rates and hourly contractor rates are treated separately. When calculating average contractor rates, daily rates are not derived from quoted hourly rates or vice versa.

3 months to
7 Dec 2016
Same period 2015 Same period 2014
The Kimball Lifecycle
Rank 148 158 139
Rank change year-on-year
+10 -19
Contract jobs citing Kimball Methodology 9 4 3
As % of all contract IT jobs located in the North West 0.28% 0.096% 0.093%
As % of the Processes & Methodologies category 0.33% 0.12% 0.12%
Number of daily rates quoted 8 0 1
Median daily rate £388 - £325
UK excluding London median daily rate £389 £430 £375
% change year-on-year
-9.59% +14.66%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £41.00 - £38.25
Kimball Methodology
England

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in contract jobs advertised in the North West region.

Processes & Methodologies Category
North West
Contract IT job ads with a match in the
Processes & Methodologies category
2696 3326 2514
As % of all contract IT jobs located in the North West 83.94% 79.44% 77.66%
Number of daily rates quoted 1800 2033 1489
Median daily rate £413 £413 £375
Median daily rate % change year-on-year
- +10.00%
90% offered a daily rate of more than £300 £275 £250
10% offered a daily rate of more than £575 £600 £525
UK excluding London median daily rate £413 £400 £385
% change year-on-year
+3.12% +3.89%
Number of hourly rates quoted 60 129 106
Median hourly rate £27.50 £30.15 £27.50
Median hourly rate % change year-on-year
-8.78% +9.63%
90% offered a hourly rate of more than £14.54 £12.35 £13.50
10% offered a hourly rate of more than £45.40 £47.71 £45.00
UK excluding London median hourly rate £31.00 £35.00 £25.00
% change year-on-year
-11.42% +40.00%

Kimball Methodology
Jobs Demand Trend in the North West

The demand trend of contract jobs across the North West region citing Kimball Methodology as a proportion of all IT contracts with a match in the Processes & Methodologies category.

Kimball Methodology Jobs Demand Trend in the North West

Kimball Methodology
Daily Rate Trend in the North West

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

Kimball Methodology Daily Rate Trend in the North West

Kimball Methodology
Daily Rate Histogram in the North West

This chart provides a histogram of daily rates quoted in contract IT jobs citing Kimball Methodology across the North West region over the 3 months to 7 December 2016.

Kimball Methodology Daily Rate Histogram in the North West

Kimball Methodology
Hourly Rate Trend in the North West

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

Kimball Methodology Hourly Rate Trend 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 7 December 2016. 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
(Click see detailed
statistics and trends)
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
Merseyside - 6 £400 -
Manchester +1 1 £205 -
Cumbria - 1 - -
Lancashire - 1 £325 -
Kimball Methodology
England

Kimball Methodology
Top 30 Related IT Skills in the North West

For the 6 months to 7 December 2016, 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 (76.19%) Business Intelligence
2 13 (61.90%) ETL
3 12 (57.14%) SQL Server Analysis Services
4 10 (47.62%) Dimensional Modelling
4 10 (47.62%) OLAP
4 10 (47.62%) OLAP Cube
5 9 (42.86%) Java
5 9 (42.86%) Linux
5 9 (42.86%) Vertica
5 9 (42.86%) Jenkins
5 9 (42.86%) Continuous Integration
6 8 (38.10%) Agile Software Development
6 8 (38.10%) Talend
6 8 (38.10%) Talend Open Studio
7 7 (33.33%) SQL
7 7 (33.33%) SQL Server
8 6 (28.57%) Data Warehouse
8 6 (28.57%) Data Modelling
9 5 (23.81%) E-Commerce
9 5 (23.81%) Big Data
9 5 (23.81%) SQL Server Integration Services
10 4 (19.05%) SQL Server Reporting Services
10 4 (19.05%) Teradata
10 4 (19.05%) Oracle BI EE
10 4 (19.05%) Oracle
10 4 (19.05%) T-SQL
10 4 (19.05%) Finance
10 4 (19.05%) Analytics
11 3 (14.29%) Logical Data Model
11 3 (14.29%) Physical Data Model

Kimball Methodology
Top Related 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:

Business Applications
1 1 (4.76%) Cognos Business Intelligence
Database & Business Intelligence
1 12 (57.14%) SQL Server Analysis Services
2 10 (47.62%) OLAP
2 10 (47.62%) OLAP Cube
3 7 (33.33%) SQL Server
4 6 (28.57%) Data Warehouse
5 5 (23.81%) Big Data
5 5 (23.81%) SQL Server Integration Services
6 4 (19.05%) Oracle BI EE
6 4 (19.05%) SQL Server Reporting Services
7 2 (9.52%) Relational Database
7 2 (9.52%) SQL Server 2012
8 1 (4.76%) Cognos Framework Manager
8 1 (4.76%) Cognos Report Studio
8 1 (4.76%) OLTP
8 1 (4.76%) Pentaho
8 1 (4.76%) PostgreSQL
8 1 (4.76%) RDBMS
8 1 (4.76%) SQL Server 2008
8 1 (4.76%) SQL Server 2014
8 1 (4.76%) Star Schema
Development Applications
1 9 (42.86%) Jenkins
2 8 (38.10%) Talend Open Studio
3 1 (4.76%) SQL Server Management Studio (SSMS)
3 1 (4.76%) Team Foundation Server
3 1 (4.76%) Visual Studio
General
1 4 (19.05%) Finance
2 1 (4.76%) Advertising
2 1 (4.76%) Back Office
Job Titles
1 8 (38.10%) Developer
2 5 (23.81%) DBA
3 4 (19.05%) Business Intelligence Lead
3 4 (19.05%) Technical Leader
4 3 (14.29%) Business Intelligence Developer
4 3 (14.29%) Data Warehouse Developer
4 3 (14.29%) Talend Developer
5 2 (9.52%) Data Modeller
5 2 (9.52%) SSIS Developer
6 1 (4.76%) Analyst
6 1 (4.76%) Business Analyst
6 1 (4.76%) Cognos Developer
6 1 (4.76%) Data Engineer
6 1 (4.76%) Database Developer
6 1 (4.76%) Linux Engineer
6 1 (4.76%) NHS Business Analyst
6 1 (4.76%) SQL Developer
6 1 (4.76%) SSAS Developer
6 1 (4.76%) SSRS Developer
6 1 (4.76%) Technical Business Analyst
Libraries, Frameworks & Software Standards
1 1 (4.76%) MDX
Miscellaneous
1 2 (9.52%) Data Extraction
2 1 (4.76%) Data Structures
2 1 (4.76%) NHS
Operating Systems
1 9 (42.86%) Linux
Processes & Methodologies
1 16 (76.19%) Business Intelligence
2 13 (61.90%) ETL
3 10 (47.62%) Dimensional Modelling
4 9 (42.86%) Continuous Integration
5 8 (38.10%) Agile Software Development
6 6 (28.57%) Data Modelling
7 5 (23.81%) E-Commerce
8 4 (19.05%) Analytics
9 3 (14.29%) Logical Data Model
9 3 (14.29%) Physical Data Model
10 2 (9.52%) Data Mapping
10 2 (9.52%) Migration
11 1 (4.76%) B2C
11 1 (4.76%) Business Analytics
11 1 (4.76%) Data Architecture
11 1 (4.76%) Data Management
11 1 (4.76%) Data Transformation
11 1 (4.76%) Project Management
11 1 (4.76%) Scrum
11 1 (4.76%) Waterfall
Programming Languages
1 9 (42.86%) Java
2 7 (33.33%) SQL
3 4 (19.05%) T-SQL
4 1 (4.76%) VBA
Vendors
1 9 (42.86%) Vertica
2 8 (38.10%) Talend
3 4 (19.05%) Oracle
3 4 (19.05%) Teradata
4 3 (14.29%) Microsoft
4 3 (14.29%) Tableau
5 1 (4.76%) Cognos