Period
to 22 November 2017

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 6 months to 22 November 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
6 months to
22 Nov 2017
Same period 2016 Same period 2015
Rank 190 194 208
Rank change year-on-year +4 +14 -16
Contract jobs citing Kimball Methodology 16 24 36
As % of all contract IT jobs advertised in the North West 0.28% 0.35% 0.42%
As % of the Processes & Methodologies category 0.35% 0.42% 0.52%
Number of daily rates quoted 9 17 20
North West median daily rate £388 £413 £403
Median daily rate % change year-on-year -6.06% +2.48% +0.63%
10th Percentile £319 £295 £213
90th Percentile £452 £610 £488
England median daily rate £450 £400 £425
% change year-on-year +12.50% -5.88% -
Number of hourly rates quoted 0 0 1
North West median hourly rate - - £57.75
England median hourly rate - £46.00 £30.00
% change year-on-year - +53.33% -21.57%

Kimball Methodology is in the Processes and Methodologies category. The following 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 or methodology skills.

All Process and Methodology Skills
North West
Contract vacancies with a requirement for process or methodology skills 4628 5750 6896
As % of all contract IT jobs advertised in the North West 81.06% 83.83% 81.22%
Number of daily rates quoted 2961 3702 4181
North West median daily rate £400 £400 £400
10th Percentile £263 £263 £255
90th Percentile £588 £556 £575
England median daily rate £450 £425 £423
% change year-on-year +5.88% +0.47% +5.75%
Number of hourly rates quoted 202 166 282
North West median hourly rate £27.00 £22.42 £30.52
Median hourly rate % change year-on-year +20.41% -26.53% +74.40%
10th Percentile £11.56 £12.13 £12.37
90th Percentile £53.00 £53.00 £52.47
England median hourly rate £24.00 £24.43 £22.50
% change year-on-year -1.76% +8.58% +18.42%

Kimball Methodology
Job Vacancy Trend in the North West

Job postings citing Kimball Methodology as a percentage of all IT jobs advertised in the North West.

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 Daily Rate Histogram in the North West

The daily rate distribution of IT jobs citing Kimball Methodology in the North West over the 6 months to 22 November 2017.

Contractor daily rate histogram 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 6 months to 22 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Manchester +22 7 £400 +22.14%
Cheshire -2 3 £338 -38.64% 1
Merseyside +1 2 £451 +12.63% 1
Kimball Methodology
England

For the 6 months to 22 November 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 14 (87.50%) Data Warehouse
2 11 (68.75%) Business Intelligence
3 9 (56.25%) Data Modelling
4 8 (50.00%) SQL Server Reporting Services
4 8 (50.00%) SQL Server Integration Services
4 8 (50.00%) ETL
4 8 (50.00%) SQL Server Analysis Services
5 7 (43.75%) Dimensional Modelling
5 7 (43.75%) Microsoft
5 7 (43.75%) SQL
6 6 (37.50%) SQL Server
6 6 (37.50%) Retail
6 6 (37.50%) ETL Development
6 6 (37.50%) Power BI
7 5 (31.25%) SQL Server 2014
7 5 (31.25%) Logical Data Model
7 5 (31.25%) Data Integration
7 5 (31.25%) Snowflake Schema
7 5 (31.25%) Conceptual Models
8 4 (25.00%) Data Cleansing
9 3 (18.75%) MDX
9 3 (18.75%) Spatial Data
9 3 (18.75%) SQL Server 2016
9 3 (18.75%) Data Mart
9 3 (18.75%) T-SQL
10 2 (12.50%) SOA
10 2 (12.50%) Star Schema
10 2 (12.50%) Visual Studio
10 2 (12.50%) Advertising
10 2 (12.50%) Data Analysis Expressions (DAX)

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:

Applications
1 1 (6.25%) Microsoft Excel
Database & Business Intelligence
1 14 (87.50%) Data Warehouse
2 8 (50.00%) SQL Server Analysis Services
2 8 (50.00%) SQL Server Integration Services
2 8 (50.00%) SQL Server Reporting Services
3 6 (37.50%) Power BI
3 6 (37.50%) SQL Server
4 5 (31.25%) Snowflake Schema
4 5 (31.25%) SQL Server 2014
5 3 (18.75%) Data Mart
5 3 (18.75%) Spatial Data
5 3 (18.75%) SQL Server 2016
6 2 (12.50%) QlikView
6 2 (12.50%) SQL Server 2008
6 2 (12.50%) SQL Server 2012
6 2 (12.50%) Star Schema
7 1 (6.25%) Data Mining
7 1 (6.25%) GIS
7 1 (6.25%) OLAP
7 1 (6.25%) OLAP Cube
Development Applications
1 2 (12.50%) Team Foundation Server
1 2 (12.50%) Visual Studio
2 1 (6.25%) ERwin
General
1 6 (37.50%) Retail
2 2 (12.50%) Advertising
3 1 (6.25%) Finance
Job Titles
1 10 (62.50%) Developer
2 5 (31.25%) Business Intelligence Developer
2 5 (31.25%) Data Modeller
3 4 (25.00%) ETL Developer
4 3 (18.75%) SSIS Developer
4 3 (18.75%) SSRS Developer
5 2 (12.50%) Data Warehouse Developer
5 2 (12.50%) SQL Developer
6 1 (6.25%) Business Intelligence Consultant
6 1 (6.25%) Consultant
6 1 (6.25%) Microsoft BI Consultant
6 1 (6.25%) Microsoft Consultant
6 1 (6.25%) OLAP Consultant
6 1 (6.25%) Power BI Consultant
6 1 (6.25%) SSIS Consultant
6 1 (6.25%) SSRS Consultant
Libraries, Frameworks & Software Standards
1 3 (18.75%) MDX
Miscellaneous
1 1 (6.25%) Greenfield Project
Processes & Methodologies
1 11 (68.75%) Business Intelligence
2 9 (56.25%) Data Modelling
3 8 (50.00%) ETL
4 7 (43.75%) Dimensional Modelling
5 6 (37.50%) ETL Development
6 5 (31.25%) Conceptual Models
6 5 (31.25%) Data Integration
6 5 (31.25%) Logical Data Model
7 4 (25.00%) Data Cleansing
8 2 (12.50%) Data Visualisation
8 2 (12.50%) SOA
8 2 (12.50%) Visualisation
9 1 (6.25%) ArchiMate
9 1 (6.25%) Data Management
9 1 (6.25%) Enterprise Architecture
9 1 (6.25%) Master Data Management
9 1 (6.25%) Mathematics
9 1 (6.25%) Statistics
9 1 (6.25%) Time Management
9 1 (6.25%) TOGAF
Programming Languages
1 7 (43.75%) SQL
2 3 (18.75%) T-SQL
3 2 (12.50%) Data Analysis Expressions (DAX)
Qualifications
1 1 (6.25%) Degree
Vendors
1 7 (43.75%) Microsoft
2 2 (12.50%) Tableau