Period
to 13 December 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 13 December 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
13 Dec 2018
Same period 2017 Same period 2016
Rank 169 169 153
Rank change year-on-year 0 -16 +58
Contract jobs citing Kimball Methodology 22 14 49
As % of all contract IT jobs advertised in Yorkshire 0.44% 0.31% 0.92%
As % of the Processes & Methodologies category 0.51% 0.37% 1.08%
Number of daily rates quoted 15 10 42
Yorkshire median daily rate £425 £350 £375
Median daily rate % change year-on-year +21.43% -6.67% -11.76%
10th Percentile £320 £350 £307
90th Percentile £623 £438 £443
England median daily rate £450 £450 £400
% change year-on-year - +12.50% -5.88%
Number of hourly rates quoted 1 0 0
Yorkshire median hourly rate £70.00 - -
England median hourly rate £70.00 - £44.00

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 4,344 3,809 4,553
As % of all contract IT jobs advertised in Yorkshire 87.00% 85.50% 85.53%
Number of daily rates quoted 2,949 2,522 2,950
Yorkshire median daily rate £413 £405 £400
Median daily rate % change year-on-year +1.85% +1.25% +6.67%
10th Percentile £281 £261 £260
90th Percentile £556 £550 £538
England median daily rate £475 £450 £425
% change year-on-year +5.56% +5.88% -
Number of hourly rates quoted 119 100 142
Yorkshire median hourly rate £17.00 £16.00 £14.53
Median hourly rate % change year-on-year +6.25% +10.10% +0.22%
10th Percentile £10.70 £10.50 £10.52
90th Percentile £41.50 £40.00 £34.83
England median hourly rate £22.00 £24.69 £22.84
% change year-on-year -10.88% +8.10% +3.80%

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 13 December 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 13 December 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
West Yorkshire -7 13 £340 -2.86% 1
South Yorkshire -3 9 £450 +9.09%
Kimball Methodology
England

For the 6 months to 13 December 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 21 (95.45%) Business Intelligence
2 18 (81.82%) Data Warehouse
2 18 (81.82%) SQL
3 17 (77.27%) ETL
4 14 (63.64%) SQL Server
4 14 (63.64%) SQL Server Integration Services
5 13 (59.09%) Data Modelling
6 11 (50.00%) SQL Server Reporting Services
7 8 (36.36%) Inmon Methodology
7 8 (36.36%) SQL Server 2016
8 7 (31.82%) Oracle ODI
8 7 (31.82%) Change Data Capture
8 7 (31.82%) Star Schema
8 7 (31.82%) OLAP
8 7 (31.82%) Oracle
8 7 (31.82%) Oracle OLAP
9 6 (27.27%) Data Integration
9 6 (27.27%) PL/SQL
9 6 (27.27%) T-SQL
9 6 (27.27%) Toad
9 6 (27.27%) SQL Server 2012
10 5 (22.73%) Relational Database
10 5 (22.73%) Agile Software Development
10 5 (22.73%) SQL Server Analysis Services
11 4 (18.18%) NoSQL
11 4 (18.18%) VBA
11 4 (18.18%) Python
11 4 (18.18%) SQL Server 2008
11 4 (18.18%) Hadoop
11 4 (18.18%) Mentoring

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:

Applications
1 2 (9.09%) Microsoft Excel
2 1 (4.55%) Microsoft Office
2 1 (4.55%) Microsoft PowerPoint
2 1 (4.55%) Spreadsheet
Cloud Services
1 1 (4.55%) Amazon AWS
1 1 (4.55%) Microsoft Azure
Database & Business Intelligence
1 18 (81.82%) Data Warehouse
2 14 (63.64%) SQL Server
2 14 (63.64%) SQL Server Integration Services
3 11 (50.00%) SQL Server Reporting Services
4 8 (36.36%) SQL Server 2016
5 7 (31.82%) OLAP
5 7 (31.82%) Oracle ODI
5 7 (31.82%) Oracle OLAP
5 7 (31.82%) Star Schema
6 6 (27.27%) SQL Server 2012
7 5 (22.73%) Relational Database
7 5 (22.73%) SQL Server Analysis Services
8 4 (18.18%) Hadoop
8 4 (18.18%) NoSQL
8 4 (18.18%) SQL Server 2008
9 2 (9.09%) Power BI
10 1 (4.55%) Big Data
10 1 (4.55%) Data Lake
10 1 (4.55%) Enterprise Data Warehouse
10 1 (4.55%) SQL Server 2014
Development Applications
1 6 (27.27%) Toad
2 3 (13.64%) Octopus Deploy
2 3 (13.64%) TeamCity
3 2 (9.09%) SpecFlow
General
1 2 (9.09%) Finance
2 1 (4.55%) Manufacturing
2 1 (4.55%) Retail
Job Titles
1 18 (81.82%) Developer
2 8 (36.36%) ETL Developer
3 7 (31.82%) SSIS Developer
4 6 (27.27%) SQL Developer
5 4 (18.18%) Data Engineer
5 4 (18.18%) Senior Data Engineer
5 4 (18.18%) Senior Developer
6 2 (9.09%) SQL Server Developer
7 1 (4.55%) Analyst
7 1 (4.55%) Architect
7 1 (4.55%) Business Intelligence Analyst
7 1 (4.55%) Business Intelligence Consultant
7 1 (4.55%) Consultant
7 1 (4.55%) Data Architect
7 1 (4.55%) Data Warehouse Developer
7 1 (4.55%) Designer
7 1 (4.55%) Senior Architect
7 1 (4.55%) Senior Data Architect
7 1 (4.55%) Test Analyst
7 1 (4.55%) Tester
Libraries, Frameworks & Software Standards
1 1 (4.55%) Oracle GoldenGate
1 1 (4.55%) Pandas
1 1 (4.55%) PySpark
Miscellaneous
1 3 (13.64%) Analytical Skills
2 1 (4.55%) Data Structures
Processes & Methodologies
1 21 (95.45%) Business Intelligence
2 17 (77.27%) ETL
3 13 (59.09%) Data Modelling
4 8 (36.36%) Inmon Methodology
5 7 (31.82%) Change Data Capture
6 6 (27.27%) Data Integration
7 5 (22.73%) Agile Software Development
8 4 (18.18%) Mentoring
8 4 (18.18%) Performance Tuning
9 3 (13.64%) ETL Development
9 3 (13.64%) Problem-Solving
10 2 (9.09%) API Testing
10 2 (9.09%) Deployment Automation
10 2 (9.09%) DevOps
10 2 (9.09%) Dimensional Modelling
10 2 (9.09%) Technical Leadership
10 2 (9.09%) Test Automation
10 2 (9.09%) Test Scripting
10 2 (9.09%) Visualisation
11 1 (4.55%) Data Migration
Programming Languages
1 18 (81.82%) SQL
2 6 (27.27%) PL/SQL
2 6 (27.27%) T-SQL
3 4 (18.18%) Python
3 4 (18.18%) VBA
4 1 (4.55%) Data Analysis Expressions (DAX)
4 1 (4.55%) PowerShell
Quality Assurance & Compliance
1 1 (4.55%) Data Quality
1 1 (4.55%) QA
Vendors
1 7 (31.82%) Oracle
2 3 (13.64%) Microsoft
3 1 (4.55%) RedGate
3 1 (4.55%) SAP
3 1 (4.55%) Tableau