Period
to 22 January 2018

The following table provides summary statistics for contract job vacancies advertised in the East of England 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 January 2018 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 > East of England
6 months to
22 Jan 2018
Same period 2017 Same period 2016
Rank 193 173 193
Rank change year-on-year -20 +20 +1
Contract jobs citing Kimball Methodology 10 9 7
As % of all contract IT jobs advertised in the East of England 0.21% 0.20% 0.13%
As % of the Processes & Methodologies category 0.25% 0.25% 0.17%
Number of daily rates quoted 4 9 6
East of England median daily rate £450 £400 £369
Median daily rate % change year-on-year +12.50% +8.47% -1.67%
10th Percentile £343 £334 £319
90th Percentile £497 £478 £425
England median daily rate £450 £400 £428
% change year-on-year +12.50% -6.43% +0.88%
Number of hourly rates quoted 0 0 0
East of England median hourly rate - - -
England median hourly rate - £44.00 £45.00
% change year-on-year - -2.22% +17.65%

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 East of England with a requirement for process or methodology skills.

All Process and Methodology Skills
East of England
Contract vacancies with a requirement for process or methodology skills 3,968 3,614 4,133
As % of all contract IT jobs advertised in the East of England 84.00% 81.25% 79.16%
Number of daily rates quoted 2,287 2,083 2,378
East of England median daily rate £425 £400 £400
Median daily rate % change year-on-year +6.25% - +0.95%
10th Percentile £262 £214 £240
90th Percentile £588 £545 £575
England median daily rate £450 £434 £425
% change year-on-year +3.72% +2.09% +6.12%
Number of hourly rates quoted 224 286 400
East of England median hourly rate £33.92 £33.25 £30.00
Median hourly rate % change year-on-year +2.00% +10.83% +21.21%
10th Percentile £11.86 £13.63 £12.48
90th Percentile £49.75 £47.50 £50.59
England median hourly rate £23.50 £25.00 £23.00
% change year-on-year -6.00% +8.70% +15.00%

Kimball Methodology
Job Vacancy Trend in the East of England

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

Job vacancy trend for Kimball Methodology in the East of England

Kimball Methodology
Contractor Daily Rate Trend in the East of England

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

Contractor daily rate trend for Kimball Methodology in the East of England

Kimball Methodology
Contractor Daily Rate Histogram in the East of England

The daily rate distribution of IT jobs citing Kimball Methodology in the East of England over the 6 months to 22 January 2018.

Contractor daily rate histogram for Kimball Methodology in the East of England

Kimball Methodology
Contract Job Locations in the East of England

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 East of England region over the 6 months to 22 January 2018. 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
Hertfordshire -5 5 £375 +7.14%
Suffolk - 5 £488 - 1
Kimball Methodology
England

For the 6 months to 22 January 2018, 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 East of England region with a requirement for Kimball Methodology.

1 10 (100.00%) SQL
1 10 (100.00%) T-SQL
2 9 (90.00%) SQL Server Integration Services
2 9 (90.00%) Business Intelligence
2 9 (90.00%) Power BI
3 8 (80.00%) Data Warehouse
3 8 (80.00%) SQL Server Analysis Services
4 7 (70.00%) Microsoft
4 7 (70.00%) Data Modelling
4 7 (70.00%) Team Foundation Server
5 6 (60.00%) C#
5 6 (60.00%) Visual Studio
5 6 (60.00%) Finance
6 5 (50.00%) SQL Server
7 4 (40.00%) Visualisation
7 4 (40.00%) Analytics
7 4 (40.00%) SQL Server 2014
7 4 (40.00%) Analytical Skills
7 4 (40.00%) ETL
8 3 (30.00%) .NET
8 3 (30.00%) SQL Server 2012
9 2 (20.00%) ETL Development
9 2 (20.00%) Database Tuning
9 2 (20.00%) SQL Server 2016
9 2 (20.00%) Inmon Methodology
9 2 (20.00%) Performance Tuning
9 2 (20.00%) REST
9 2 (20.00%) Migration
9 2 (20.00%) SQL Server Reporting Services
9 2 (20.00%) MDX

Kimball Methodology
Co-occurring IT Skills in the East of England 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:

Database & Business Intelligence
1 9 (90.00%) Power BI
1 9 (90.00%) SQL Server Integration Services
2 8 (80.00%) Data Warehouse
2 8 (80.00%) SQL Server Analysis Services
3 5 (50.00%) SQL Server
4 4 (40.00%) SQL Server 2014
5 3 (30.00%) SQL Server 2012
6 2 (20.00%) MS Access
6 2 (20.00%) SQL Server 2016
6 2 (20.00%) SQL Server Reporting Services
7 1 (10.00%) Big Data
7 1 (10.00%) Data Lake
7 1 (10.00%) OLAP
7 1 (10.00%) OLAP Cube
7 1 (10.00%) RDBMS
7 1 (10.00%) Relational Database
7 1 (10.00%) SQL Server 2008
Development Applications
1 7 (70.00%) Team Foundation Server
2 6 (60.00%) Visual Studio
General
1 6 (60.00%) Finance
Job Titles
1 10 (100.00%) Developer
2 5 (50.00%) SSAS Developer
3 3 (30.00%) Business Intelligence Developer
3 3 (30.00%) Data Warehouse Developer
3 3 (30.00%) SQL Developer
3 3 (30.00%) SSIS Developer
4 1 (10.00%) Analyst
4 1 (10.00%) Analyst Developer
4 1 (10.00%) Business Intelligence Analyst
4 1 (10.00%) Developer Analyst
4 1 (10.00%) ETL Developer
4 1 (10.00%) SQL Server Developer
4 1 (10.00%) T-SQL Developer
Libraries, Frameworks & Software Standards
1 3 (30.00%) .NET
2 2 (20.00%) MDX
2 2 (20.00%) REST
2 2 (20.00%) SOAP
2 2 (20.00%) Web Services
Miscellaneous
1 4 (40.00%) Analytical Skills
Processes & Methodologies
1 9 (90.00%) Business Intelligence
2 7 (70.00%) Data Modelling
3 4 (40.00%) Analytics
3 4 (40.00%) ETL
3 4 (40.00%) Visualisation
4 2 (20.00%) Data Migration
4 2 (20.00%) Database Tuning
4 2 (20.00%) ETL Development
4 2 (20.00%) Inmon Methodology
4 2 (20.00%) Migration
4 2 (20.00%) Performance Tuning
4 2 (20.00%) Unit Testing
5 1 (10.00%) Agile Software Development
5 1 (10.00%) Workflow
Programming Languages
1 10 (100.00%) SQL
1 10 (100.00%) T-SQL
2 6 (60.00%) C#
3 2 (20.00%) PowerShell
3 2 (20.00%) VBA
4 1 (10.00%) VB.NET
Quality Assurance & Compliance
1 1 (10.00%) Data Quality
Vendors
1 7 (70.00%) Microsoft
2 2 (20.00%) Cognos
2 2 (20.00%) IBM