Period
to 19 December 2018

The following table provides summary statistics for contract job vacancies advertised in South 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 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
Yorkshire > South Yorkshire
6 months to
19 Dec 2018
Same period 2017 Same period 2016
Rank 67 72 76
Rank change year-on-year +5 +4 -11
Contract jobs citing Kimball Methodology 9 1 15
As % of all contract IT jobs advertised in South Yorkshire 0.96% 0.12% 1.22%
As % of the Processes & Methodologies category 1.10% 0.14% 1.49%
Number of daily rates quoted 9 1 13
South Yorkshire median daily rate £450 £413 £375
Median daily rate % change year-on-year +9.09% +10.00% -17.13%
10th Percentile £413 £406 £299
90th Percentile £713 £419 £413
Yorkshire median daily rate £425 £350 £363
% change year-on-year +21.43% -3.45% -17.14%
Number of hourly rates quoted 1 0 0
South Yorkshire median hourly rate £70.00 - -
Yorkshire median hourly rate £70.00 - -

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 South Yorkshire with a requirement for process or methodology skills.

All Process and Methodology Skills
South Yorkshire
Contract vacancies with a requirement for process or methodology skills 815 727 1,007
As % of all contract IT jobs advertised in South Yorkshire 87.35% 84.24% 82.14%
Number of daily rates quoted 548 394 685
South Yorkshire median daily rate £423 £425 £425
Median daily rate % change year-on-year -0.41% - +6.25%
10th Percentile £254 £263 £261
90th Percentile £554 £600 £575
Yorkshire median daily rate £415 £410 £400
% change year-on-year +1.22% +2.50% +5.26%
Number of hourly rates quoted 19 12 40
South Yorkshire median hourly rate £15.50 £29.35 £22.00
Median hourly rate % change year-on-year -47.19% +33.42% +58.56%
10th Percentile £9.31 £15.31 £11.94
90th Percentile £27.00 £47.23 £47.75
Yorkshire median hourly rate £17.41 £16.00 £14.57
% change year-on-year +8.81% +9.85% +0.45%

Kimball Methodology
Job Vacancy Trend in South Yorkshire

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

Job vacancy trend for Kimball Methodology in South Yorkshire

Kimball Methodology
Contractor Daily Rate Trend in South Yorkshire

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

Contractor daily rate trend for Kimball Methodology in South Yorkshire

Kimball Methodology
Contractor Daily Rate Histogram in South Yorkshire

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

Contractor daily rate histogram for Kimball Methodology in South Yorkshire

Kimball Methodology
Contract Job Locations in South 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 South Yorkshire region over the 6 months to 19 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
Sheffield 0 2 £675 +63.64%
Kimball Methodology
Yorkshire

For the 6 months to 19 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 South Yorkshire region with a requirement for Kimball Methodology.

1 9 (100.00%) SQL
1 9 (100.00%) Business Intelligence
1 9 (100.00%) Data Modelling
2 8 (88.89%) Data Warehouse
2 8 (88.89%) Inmon Methodology
3 7 (77.78%) Change Data Capture
3 7 (77.78%) Oracle ODI
3 7 (77.78%) OLAP
3 7 (77.78%) Oracle
3 7 (77.78%) Star Schema
3 7 (77.78%) ETL
3 7 (77.78%) Oracle OLAP
4 6 (66.67%) Toad
4 6 (66.67%) Data Integration
4 6 (66.67%) PL/SQL
5 2 (22.22%) Agile Software Development
5 2 (22.22%) Analytical Skills
6 1 (11.11%) Oracle GoldenGate
6 1 (11.11%) Enterprise Data Warehouse
6 1 (11.11%) ETL Development
6 1 (11.11%) Power BI
6 1 (11.11%) Data Lake
6 1 (11.11%) Data Development
6 1 (11.11%) Technical Leadership
6 1 (11.11%) Data Analysis Expressions (DAX)
6 1 (11.11%) Kalman Filter
6 1 (11.11%) Analytics
6 1 (11.11%) Metadata Management
6 1 (11.11%) SQL Server Reporting Services
6 1 (11.11%) SQL Server Integration Services

Kimball Methodology
Co-occurring IT Skills in South 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 1 (11.11%) Spreadsheet
Database & Business Intelligence
1 8 (88.89%) Data Warehouse
2 7 (77.78%) OLAP
2 7 (77.78%) Oracle ODI
2 7 (77.78%) Oracle OLAP
2 7 (77.78%) Star Schema
3 1 (11.11%) Big Data
3 1 (11.11%) BusinessObjects
3 1 (11.11%) Data Lake
3 1 (11.11%) Enterprise Data Warehouse
3 1 (11.11%) Power BI
3 1 (11.11%) SAP Data Services
3 1 (11.11%) SQL Server
3 1 (11.11%) SQL Server Analysis Services
3 1 (11.11%) SQL Server Integration Services
3 1 (11.11%) SQL Server Reporting Services
Development Applications
1 6 (66.67%) Toad
General
1 1 (11.11%) Manufacturing
Job Titles
1 7 (77.78%) Developer
2 6 (66.67%) ETL Developer
3 1 (11.11%) Architect
3 1 (11.11%) Business Intelligence Consultant
3 1 (11.11%) Consultant
3 1 (11.11%) Data Architect
3 1 (11.11%) Power BI Consultant
3 1 (11.11%) Senior Architect
3 1 (11.11%) Senior Data Architect
Libraries, Frameworks & Software Standards
1 1 (11.11%) Oracle GoldenGate
Miscellaneous
1 2 (22.22%) Analytical Skills
Processes & Methodologies
1 9 (100.00%) Business Intelligence
1 9 (100.00%) Data Modelling
2 8 (88.89%) Inmon Methodology
3 7 (77.78%) Change Data Capture
3 7 (77.78%) ETL
4 6 (66.67%) Data Integration
5 2 (22.22%) Agile Software Development
6 1 (11.11%) Analytics
6 1 (11.11%) Continuous Improvement
6 1 (11.11%) Data Governance
6 1 (11.11%) Dimensional Modelling
6 1 (11.11%) ETL Development
6 1 (11.11%) High Availability
6 1 (11.11%) Kalman Filter
6 1 (11.11%) Metadata Management
6 1 (11.11%) Reverse Engineering
6 1 (11.11%) Stakeholder Engagement
6 1 (11.11%) Stakeholder Management
6 1 (11.11%) Statistics
6 1 (11.11%) Visualisation
Programming Languages
1 9 (100.00%) SQL
2 6 (66.67%) PL/SQL
3 1 (11.11%) Data Analysis Expressions (DAX)
3 1 (11.11%) T-SQL
Quality Assurance & Compliance
1 1 (11.11%) Data Quality
Vendors
1 7 (77.78%) Oracle
2 1 (11.11%) Microsoft
2 1 (11.11%) SAP