Period
to 19 June 2018

The following table provides summary statistics for contract job vacancies advertised in Yorkshire 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 19 June 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 > Yorkshire
6 months to
19 Jun 2018
Same period 2017 Same period 2016
Rank 193 159 190
Rank change year-on-year -34 +31 -17
Contract jobs citing Kimball Methodology 9 23 17
As % of all contract IT jobs advertised in Yorkshire 0.19% 0.55% 0.31%
As % of the Processes & Methodologies category 0.21% 0.66% 0.36%
Number of daily rates quoted 6 15 15
Yorkshire median daily rate £438 £375 £375
Median daily rate % change year-on-year +16.67% - -11.76%
10th Percentile £356 £318 £313
90th Percentile £488 £495 £450
England median daily rate £450 £450 £413
% change year-on-year - +9.09% -2.94%
Number of hourly rates quoted 0 0 0
Yorkshire median hourly rate - - -
England median hourly rate - - £49.00

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 Yorkshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Yorkshire
Contract vacancies with a requirement for process or methodology skills 4,201 3,505 4,712
As % of all contract IT jobs advertised in Yorkshire 86.49% 84.38% 84.70%
Number of daily rates quoted 2,774 2,258 3,211
Yorkshire median daily rate £400 £400 £400
10th Percentile £269 £269 £275
90th Percentile £538 £550 £575
England median daily rate £463 £450 £425
% change year-on-year +2.78% +5.88% +4.94%
Number of hourly rates quoted 119 89 106
Yorkshire median hourly rate £20.61 £13.00 £15.75
Median hourly rate % change year-on-year +58.54% -17.46% -5.80%
10th Percentile £10.60 £8.88 £10.20
90th Percentile £44.60 £35.09 £39.38
England median hourly rate £22.00 £25.00 £25.00
% change year-on-year -12.00% - +19.05%

Kimball Methodology
Job Vacancy Trend in Yorkshire

Job postings citing Kimball Methodology as a percentage of all IT jobs advertised in Yorkshire.

Job vacancy trend for Kimball Methodology in Yorkshire

Kimball Methodology
Contractor Daily Rate Trend in Yorkshire

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

Contractor daily rate trend for Kimball Methodology in Yorkshire

Kimball Methodology
Contractor Daily Rate Histogram in Yorkshire

The daily rate distribution of IT jobs citing Kimball Methodology in Yorkshire over the 6 months to 19 June 2018.

Contractor daily rate histogram for Kimball Methodology in Yorkshire

Kimball Methodology
Contract Job Locations in Yorkshire

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 Yorkshire region over the 6 months to 19 June 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
South Yorkshire -12 4 £450 +16.13% 1
West Yorkshire -22 4 £450 +20.00% 5
Kimball Methodology
England

For the 6 months to 19 June 2018, IT contractor jobs citing Kimball Methodology also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the Yorkshire region with a requirement for Kimball Methodology.

1 9 (100.00%) SQL
1 9 (100.00%) Business Intelligence
2 7 (77.78%) ETL
2 7 (77.78%) Data Warehouse
3 5 (55.56%) T-SQL
3 5 (55.56%) SQL Server
3 5 (55.56%) SQL Server Reporting Services
3 5 (55.56%) SQL Server Integration Services
3 5 (55.56%) Relational Database
4 4 (44.44%) Oracle
4 4 (44.44%) Data Modelling
4 4 (44.44%) SQL Server 2016
5 3 (33.33%) Oracle ODI
5 3 (33.33%) Problem-Solving
5 3 (33.33%) OLAP
5 3 (33.33%) Star Schema
5 3 (33.33%) PL/SQL
5 3 (33.33%) Toad
5 3 (33.33%) Inmon Methodology
5 3 (33.33%) Change Data Capture
5 3 (33.33%) Oracle OLAP
5 3 (33.33%) SQL Server 2008
6 2 (22.22%) Data Migration
6 2 (22.22%) Data Integration
6 2 (22.22%) Data Quality
6 2 (22.22%) QA
6 2 (22.22%) Analytics
6 2 (22.22%) Management Information System
6 2 (22.22%) Migration
6 2 (22.22%) Microsoft

Kimball Methodology
Co-occurring IT Skills in Yorkshire 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 1 (11.11%) SAS
Cloud Services
1 1 (11.11%) GitHub
1 1 (11.11%) Microsoft Azure
Database & Business Intelligence
1 7 (77.78%) Data Warehouse
2 5 (55.56%) Relational Database
2 5 (55.56%) SQL Server
2 5 (55.56%) SQL Server Integration Services
2 5 (55.56%) SQL Server Reporting Services
3 4 (44.44%) SQL Server 2016
4 3 (33.33%) OLAP
4 3 (33.33%) Oracle ODI
4 3 (33.33%) Oracle OLAP
4 3 (33.33%) SQL Server 2008
4 3 (33.33%) Star Schema
5 1 (11.11%) Big Data
5 1 (11.11%) BusinessObjects
5 1 (11.11%) Data Lake
5 1 (11.11%) Data Mart
5 1 (11.11%) NoSQL
5 1 (11.11%) Power BI
5 1 (11.11%) SQL Server 2014
5 1 (11.11%) SQL Server Analysis Services
5 1 (11.11%) SSDT
Development Applications
1 3 (33.33%) Toad
2 1 (11.11%) Bitbucket
2 1 (11.11%) ERwin
2 1 (11.11%) Git (software)
2 1 (11.11%) TeamCity
2 1 (11.11%) Visual Studio
General
1 1 (11.11%) Law
Job Titles
1 8 (88.89%) Developer
2 3 (33.33%) Business Intelligence Developer
2 3 (33.33%) SQL Developer
3 1 (11.11%) Business Developer
3 1 (11.11%) Data Engineer
3 1 (11.11%) Data Integration Developer
3 1 (11.11%) Data Modeller
3 1 (11.11%) ETL Developer
3 1 (11.11%) Integration Developer
3 1 (11.11%) Oracle BI Developer
3 1 (11.11%) Oracle Developer
3 1 (11.11%) Report Developer
3 1 (11.11%) Senior Data Engineer
3 1 (11.11%) Senior Data Modeller
3 1 (11.11%) SSRS Developer
Miscellaneous
1 2 (22.22%) Management Information System
2 1 (11.11%) Analytical Skills
2 1 (11.11%) Enterprise Software
Operating Systems
1 1 (11.11%) Unix
Processes & Methodologies
1 9 (100.00%) Business Intelligence
2 7 (77.78%) ETL
3 4 (44.44%) Data Modelling
4 3 (33.33%) Change Data Capture
4 3 (33.33%) Inmon Methodology
4 3 (33.33%) Problem-Solving
5 2 (22.22%) Analytics
5 2 (22.22%) Data Integration
5 2 (22.22%) Data Migration
5 2 (22.22%) ETL Development
5 2 (22.22%) Migration
5 2 (22.22%) Performance Tuning
6 1 (11.11%) Agile Software Development
6 1 (11.11%) Continuous Integration
6 1 (11.11%) Data Architecture
6 1 (11.11%) Data Extraction
6 1 (11.11%) Data Management
6 1 (11.11%) Dimensional Modelling
6 1 (11.11%) Mathematics
6 1 (11.11%) Project Management
Programming Languages
1 9 (100.00%) SQL
2 5 (55.56%) T-SQL
3 3 (33.33%) PL/SQL
4 1 (11.11%) Shell Script
Quality Assurance & Compliance
1 2 (22.22%) Data Quality
1 2 (22.22%) QA
Vendors
1 4 (44.44%) Oracle
2 2 (22.22%) Microsoft
3 1 (11.11%) CA
3 1 (11.11%) Cloudera
3 1 (11.11%) Hortonworks
3 1 (11.11%) Informatica