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 28 August 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
28 Aug 2016
Same period 2015 Same period 2014
The Kimball Lifecycle
Rank 137 135 135
Rank change year-on-year
-2 0
Contract jobs citing Kimball Methodology 14 25 7
As % of all contract IT jobs located in the North West 0.41% 0.59% 0.22%
As % of the Processes & Methodologies category 0.50% 0.73% 0.29%
Number of daily rates quoted 8 16 6
Median daily rate £500 £403 £413
Median daily rate % change year-on-year
+24.22% -2.42%
90% offered a daily rate of more than £375 £338 £331
10% offered a daily rate of more than £600 £480 £425
UK excluding London median daily rate £375 £400 £350
% change year-on-year
-6.25% +14.28%
Number of hourly rates quoted 0 1 0
Median hourly rate - £57.75 -
UK excluding London median hourly rate £46.00 £30.00 -
% change year-on-year
+53.33% -
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
2798 3429 2390
As % of all contract IT jobs located in the North West 81.31% 80.51% 75.70%
Number of daily rates quoted 1765 2090 1329
Median daily rate £400 £401 £375
Median daily rate % change year-on-year
-0.12% +6.80%
90% offered a daily rate of more than £288 £288 £263
10% offered a daily rate of more than £525 £550 £525
UK excluding London median daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 83 137 109
Median hourly rate £22.00 £40.00 £27.50
Median hourly rate % change year-on-year
-45.00% +45.45%
90% offered a hourly rate of more than £12.00 £16.16 £12.50
10% offered a hourly rate of more than £59.31 £59.50 £67.00
UK excluding London median hourly rate £30.00 £33.00 £26.00
% change year-on-year
-9.09% +26.92%

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 28 August 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 28 August 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
Cheshire +12 11 £550 +37.50%
Manchester -2 1 £450 +50.00% 1
Kimball Methodology
England

Kimball Methodology
Top 30 Related IT Skills in the North West

For the 6 months to 28 August 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 31 (73.81%) ETL
2 30 (71.43%) Business Intelligence
2 30 (71.43%) SQL Server Analysis Services
3 26 (61.90%) Dimensional Modelling
3 26 (61.90%) Vertica
3 26 (61.90%) OLAP Cube
3 26 (61.90%) OLAP
3 26 (61.90%) Linux
4 25 (59.52%) Java
4 25 (59.52%) Jenkins
4 25 (59.52%) Continuous Integration
5 24 (57.14%) SQL Server
6 23 (54.76%) SQL
7 21 (50.00%) E-Commerce
7 21 (50.00%) Talend Open Studio
7 21 (50.00%) Big Data
7 21 (50.00%) Talend
8 19 (45.24%) Analytics
9 11 (26.19%) CRM
10 10 (23.81%) Data Warehouse
10 10 (23.81%) Data Modelling
10 10 (23.81%) Tableau
11 7 (16.67%) ERP
11 7 (16.67%) Logical Data Model
11 7 (16.67%) Physical Data Model
12 6 (14.29%) Digital Media
12 6 (14.29%) Analytical Skills
12 6 (14.29%) Inmon Methodology
12 6 (14.29%) Network Security
12 6 (14.29%) Web Development

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:

Applications
1 2 (4.76%) MS Excel
Business Applications
1 5 (11.90%) SAP CRM
1 5 (11.90%) SAP hybris
Communications & Networking
1 6 (14.29%) Network Security
Database & Business Intelligence
1 30 (71.43%) SQL Server Analysis Services
2 26 (61.90%) OLAP
2 26 (61.90%) OLAP Cube
3 24 (57.14%) SQL Server
4 21 (50.00%) Big Data
5 10 (23.81%) Data Warehouse
6 4 (9.52%) BusinessObjects
6 4 (9.52%) SAP BW
6 4 (9.52%) SQL Server Integration Services
6 4 (9.52%) SQL Server Reporting Services
6 4 (9.52%) Star Schema
7 3 (7.14%) Enterprise Data Warehouse
7 3 (7.14%) Power BI
8 2 (4.76%) Essbase
8 2 (4.76%) Relational Database
9 1 (2.38%) Data Mining
9 1 (2.38%) DB2
9 1 (2.38%) MySQL
9 1 (2.38%) Oracle ODI
9 1 (2.38%) SQL Server 2012
Development Applications
1 25 (59.52%) Jenkins
2 21 (50.00%) Talend Open Studio
General
1 2 (4.76%) Finance
2 1 (2.38%) Advertising
2 1 (2.38%) Banking
2 1 (2.38%) Legal
2 1 (2.38%) Marketing
Job Titles
1 19 (45.24%) Developer
2 10 (23.81%) Talend Developer
3 9 (21.43%) DBA
4 5 (11.90%) Data Modeller
4 5 (11.90%) ETL Developer
5 4 (9.52%) Analyst
5 4 (9.52%) Business Intelligence Developer
6 3 (7.14%) Architect
6 3 (7.14%) Business Analyst
6 3 (7.14%) Data Architect
7 2 (4.76%) Business Developer
7 2 (4.76%) Data Engineer
7 2 (4.76%) Data Warehouse Developer
7 2 (4.76%) Report Analyst
7 2 (4.76%) SQL Developer
7 2 (4.76%) SSAS Developer
7 2 (4.76%) SSIS Developer
7 2 (4.76%) SSRS Developer
7 2 (4.76%) Technical Analyst
7 2 (4.76%) Technical Business Analyst
Libraries, Frameworks & Software Standards
1 1 (2.38%) MDX
Miscellaneous
1 6 (14.29%) Analytical Skills
1 6 (14.29%) Digital Media
2 3 (7.14%) NHS
3 2 (4.76%) Visualisation
4 1 (2.38%) Taxonomies
Operating Systems
1 26 (61.90%) Linux
Processes & Methodologies
1 31 (73.81%) ETL
2 30 (71.43%) Business Intelligence
3 26 (61.90%) Dimensional Modelling
4 25 (59.52%) Continuous Integration
5 21 (50.00%) E-Commerce
6 19 (45.24%) Analytics
7 11 (26.19%) CRM
8 10 (23.81%) Data Modelling
9 7 (16.67%) ERP
9 7 (16.67%) Logical Data Model
9 7 (16.67%) Physical Data Model
10 6 (14.29%) Agile Software Development
10 6 (14.29%) Inmon Methodology
10 6 (14.29%) Web Development
11 4 (9.52%) ERD
12 3 (7.14%) Migration
12 3 (7.14%) Scrum
13 2 (4.76%) Business Analysis
13 2 (4.76%) Data Management
13 2 (4.76%) Data Mapping
Programming Languages
1 25 (59.52%) Java
2 23 (54.76%) SQL
3 6 (14.29%) JavaScript
3 6 (14.29%) PHP
4 1 (2.38%) Data Analysis Expressions (DAX)
4 1 (2.38%) Python
4 1 (2.38%) T-SQL
4 1 (2.38%) VBA
Quality Assurance & Compliance
1 2 (4.76%) Data Quality
Vendors
1 26 (61.90%) Vertica
2 21 (50.00%) Talend
3 10 (23.81%) Tableau
4 5 (11.90%) hybris
4 5 (11.90%) SAP
5 3 (7.14%) Microsoft
5 3 (7.14%) Oracle
6 1 (2.38%) Teradata