Period
to 21 July 2017

The following table provides summary statistics for contract job vacancies advertised in the South 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 21 July 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 > South West
6 months to
21 Jul 2017
Same period 2016 Same period 2015
Rank 180 191 180
Rank change year-on-year +11 -11 +15
Contract jobs citing Kimball Methodology 24 18 33
As % of all contract IT jobs advertised in the South West 0.43% 0.30% 0.52%
As % of the Processes & Methodologies category 0.52% 0.38% 0.65%
Number of daily rates quoted 18 14 30
South West median daily rate £400 £356 £368
Median daily rate % change year-on-year +12.28% -3.06% +13.08%
10th Percentile £303 £213 £275
90th Percentile £440 £793 £476
England median daily rate £450 £413 £425
% change year-on-year +9.09% -2.94% -
Number of hourly rates quoted 0 1 3
South West median hourly rate - £49.00 £30.00
Median hourly rate % change year-on-year - +63.33% -
England median hourly rate - £49.00 £30.00
% change year-on-year - +63.33% -

Kimball Methodology is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in the South West with a requirement for process and methodology skills.

Contract Process & Methodology Skills
South West
Contract job vacancies with a requirement for process and methodology skills 4573 4788 5062
As % of all contract IT job vacancies advertised in the South West 82.68% 79.40% 79.06%
Number of daily rates quoted 2932 3167 3325
South West median daily rate £400 £375 £375
Median daily rate % change year-on-year +6.67% - +0.67%
10th Percentile £250 £256 £259
90th Percentile £538 £550 £528
England median daily rate £450 £425 £407
% change year-on-year +5.88% +4.55% +1.63%
Number of hourly rates quoted 203 241 216
South West median hourly rate £40.00 £39.00 £35.00
Median hourly rate % change year-on-year +2.56% +11.43% +42.86%
10th Percentile £13.10 £12.63 £12.50
90th Percentile £52.50 £51.50 £50.50
England median hourly rate £25.00 £25.00 £21.91
% change year-on-year - +14.10% +6.88%

Kimball Methodology
Job Vacancy Trend in the South West

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

Job vacancy trend for Kimball Methodology in the South West

Kimball Methodology
Contractor Daily Rate Trend in the South West

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

Contractor daily rate trend for Kimball Methodology in the South West

Kimball Methodology
Contractor Daily Rate Histogram in the South West

The daily rate distribution of IT jobs citing Kimball Methodology in the South West over the 6 months to 21 July 2017.

Contractor daily rate histogram for Kimball Methodology in the South West

Kimball Methodology
Contractor Hourly Rate Trend in the South West

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing Kimball Methodology in the South West.

Contractor hourly rate trend for Kimball Methodology in the South West

Kimball Methodology
Contract Job Locations in the South 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 South West region over the 6 months to 21 July 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
Gloucestershire +13 5 £425 -1.73% 2
Wiltshire +7 5 £400 -15.79%
Bristol -2 5 £400 +18.52%
Somerset 0 3 £325 +12.07%
Dorset +6 1 - -
Devon -18 1 £320 -11.72%
Kimball Methodology
England

For the 6 months to 21 July 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 South West region with a requirement for Kimball Methodology.

1 19 (79.17%) Data Warehouse
2 18 (75.00%) Business Intelligence
3 16 (66.67%) SQL
4 13 (54.17%) Dimensional Modelling
5 11 (45.83%) SQL Server
5 11 (45.83%) Data Modelling
5 11 (45.83%) Finance
6 9 (37.50%) ETL
6 9 (37.50%) SQL Server Integration Services
7 8 (33.33%) SQL Server Reporting Services
7 8 (33.33%) Data Analysis
7 8 (33.33%) Microsoft
7 8 (33.33%) Relational Database
8 7 (29.17%) SDLC
8 7 (29.17%) Star Schema
8 7 (29.17%) Oracle
8 7 (29.17%) SQL Server Analysis Services
9 6 (25.00%) Marketing
9 6 (25.00%) Degree
9 6 (25.00%) Teradata
9 6 (25.00%) T-SQL
9 6 (25.00%) Oracle ODI
10 5 (20.83%) Analytical Skills
10 5 (20.83%) HNC
10 5 (20.83%) HND
10 5 (20.83%) Unix
10 5 (20.83%) Shell Script
10 5 (20.83%) Banking
11 4 (16.67%) Investment Banking
11 4 (16.67%) Validation

Kimball Methodology
Co-occurring IT Skills in the South 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:

Application Platforms
1 1 (4.17%) IIS
1 1 (4.17%) SAS
Cloud Services
1 3 (12.50%) Amazon AWS
2 1 (4.17%) Microsoft Azure
Database & Business Intelligence
1 19 (79.17%) Data Warehouse
2 11 (45.83%) SQL Server
3 9 (37.50%) SQL Server Integration Services
4 8 (33.33%) Relational Database
4 8 (33.33%) SQL Server Reporting Services
5 7 (29.17%) SQL Server Analysis Services
5 7 (29.17%) Star Schema
6 6 (25.00%) Oracle ODI
7 4 (16.67%) Data Mining
7 4 (16.67%) Oracle BI EE
7 4 (16.67%) SQL Server 2008
8 3 (12.50%) Amazon Redshift
8 3 (12.50%) MySQL
8 3 (12.50%) Power BI
8 3 (12.50%) RDBMS
8 3 (12.50%) SQL Server 2014
9 2 (8.33%) SQL Server 2012
10 1 (4.17%) BusinessObjects
10 1 (4.17%) DataStage
10 1 (4.17%) IBM InfoSphere
General
1 11 (45.83%) Finance
2 6 (25.00%) Marketing
3 5 (20.83%) Banking
4 4 (16.67%) Investment Banking
5 2 (8.33%) Electronics
5 2 (8.33%) Manufacturing
5 2 (8.33%) Telecoms
6 1 (4.17%) Retail
Job Titles
1 22 (91.67%) Developer
2 9 (37.50%) Business Intelligence Developer
3 7 (29.17%) Data Warehouse Developer
3 7 (29.17%) ETL Developer
4 5 (20.83%) SSIS Developer
4 5 (20.83%) SSRS Developer
5 3 (12.50%) Redshift Developer
5 3 (12.50%) SSAS Developer
6 2 (8.33%) Power BI Developer
6 2 (8.33%) SQL Developer
7 1 (4.17%) Analyst
7 1 (4.17%) Azure Developer
7 1 (4.17%) Oracle Developer
7 1 (4.17%) Report Developer
7 1 (4.17%) SQL BI Developer
7 1 (4.17%) Test Analyst
7 1 (4.17%) T-SQL Developer
Miscellaneous
1 5 (20.83%) Analytical Skills
2 2 (8.33%) Greenfield Project
3 1 (4.17%) Data Protection Act
3 1 (4.17%) NHS
Operating Systems
1 5 (20.83%) Unix
Processes & Methodologies
1 18 (75.00%) Business Intelligence
2 13 (54.17%) Dimensional Modelling
3 11 (45.83%) Data Modelling
4 9 (37.50%) ETL
5 8 (33.33%) Data Analysis
6 7 (29.17%) SDLC
7 4 (16.67%) Analytics
7 4 (16.67%) DevOps
7 4 (16.67%) Validation
8 3 (12.50%) Agile Software Development
8 3 (12.50%) Stakeholder Management
9 2 (8.33%) Creative Problem-Solving
9 2 (8.33%) Data Architecture
9 2 (8.33%) Data Migration
9 2 (8.33%) Digital Marketing
9 2 (8.33%) ETL Development
9 2 (8.33%) Migration
9 2 (8.33%) Programme Management
9 2 (8.33%) Scrum
10 1 (4.17%) Quality Management
Programming Languages
1 16 (66.67%) SQL
2 6 (25.00%) T-SQL
3 5 (20.83%) Shell Script
4 4 (16.67%) PL/SQL
Qualifications
1 6 (25.00%) Degree
2 5 (20.83%) HNC
2 5 (20.83%) HND
3 1 (4.17%) ISEB
3 1 (4.17%) ISTQB
Quality Assurance & Compliance
1 1 (4.17%) Basel II
1 1 (4.17%) Data Quality
1 1 (4.17%) ISO 9000
1 1 (4.17%) QA
1 1 (4.17%) Sarbanes-Oxley
Vendors
1 8 (33.33%) Microsoft
2 7 (29.17%) Oracle
3 6 (25.00%) Teradata
4 2 (8.33%) IBM
4 2 (8.33%) SAP
5 1 (4.17%) Netezza
5 1 (4.17%) Unisys