The following table provides summary statistics for contract job vacancies advertised in the South East 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 3 months to 28 June 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 East
3 months to
28 Jun 2017
Same period 2016 Same period 2015
Rank 209 237 235
Rank change year-on-year +28 -2  
Contract jobs citing Kimball Methodology 34 32 25
As % of all contract IT jobs advertised in the South East 0.44% 0.36% 0.27%
As % of the Processes & Methodologies category 0.53% 0.43% 0.33%
Number of daily rates quoted 30 28 19
Median daily rate £475 £375 £350
Median daily rate % change year-on-year +26.66% +7.14%  
90% offered a daily rate of more than £375 £350 £220
10% offered a daily rate of more than £550 £410 £560
UK excluding London median daily rate £425 £395 £365
% change year-on-year +7.59% +8.21%  
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - £49.00 £43.88
% change year-on-year - +11.68%  

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 East with a requirement for process and methodology skills.

Contract Process & Methodology Skills
South East
Contract job vacancies with a requirement for process and methodology skills 6409 7357 7524
As % of all contract IT job vacancies advertised in the South East 82.94% 81.95% 80.85%
Number of daily rates quoted 3744 4499 4351
Median daily rate £425 £413 £400
Median daily rate % change year-on-year +3.03% +3.12%  
90% offered a daily rate of more than £300 £288 £275
10% offered a daily rate of more than £550 £538 £513
UK excluding London median daily rate £415 £400 £385
% change year-on-year +3.75% +3.89%  
Number of hourly rates quoted 236 269 254
Median hourly rate £29.92 £32.00 £25.00
Median hourly rate % change year-on-year -6.50% +28.00%  
90% offered a hourly rate of more than £12.00 £12.50 £12.40
10% offered a hourly rate of more than £55.00 £52.50 £47.79
UK excluding London median hourly rate £34.75 £28.50 £30.00
% change year-on-year +21.92% -5.00%  

Kimball Methodology
Job Vacancy Trend in the South East

The job posting trend of jobs advertised in the South East citing Kimball Methodology as a proportion of all contract or permanent IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Kimball Methodology in the South East

Kimball Methodology
Contractor Daily Rate Trend in the South East

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

Contractor daily rate trend for Kimball Methodology in the South East

Kimball Methodology
Contractor Daily Rate Histogram in the South East

The daily rate distribution of IT jobs citing Kimball Methodology in the South East over the 3 months to 28 June 2017.

Contractor daily rate histogram for Kimball Methodology in the South East

Kimball Methodology
Contract Job Locations in the South East

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 East region over the 3 months to 28 June 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Oxfordshire +2 24 £478 +27.33%
Berkshire +18 6 £375 +1.69% 3
Surrey - 3 £450 - 1
Hampshire - 1 £425 - 1
Kimball Methodology
England

For the 6 months to 28 June 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 East region with a requirement for Kimball Methodology.

1 41 (83.67%) Data Warehouse
2 39 (79.59%) SQL
3 34 (69.39%) Business Intelligence
4 33 (67.35%) ETL
5 29 (59.18%) Agile Software Development
6 27 (55.10%) Talend Open Studio
6 27 (55.10%) Talend
7 26 (53.06%) Data Modelling
8 25 (51.02%) Performance Tuning
9 21 (42.86%) PL/SQL
10 20 (40.82%) Oracle
11 19 (38.78%) Oracle BI EE
12 18 (36.73%) Dimensional Modelling
12 18 (36.73%) Waterfall
12 18 (36.73%) SQL Server
12 18 (36.73%) Oracle Database
13 17 (34.69%) Finance
13 17 (34.69%) SQL Server Integration Services
14 15 (30.61%) Software Engineering
15 12 (24.49%) SQL Server Reporting Services
16 9 (18.37%) Java
16 9 (18.37%) T-SQL
17 7 (14.29%) SQL Server Analysis Services
18 6 (12.24%) Data Integration
18 6 (12.24%) SQL Server 2008
19 5 (10.20%) Stakeholder Management
19 5 (10.20%) Publishing
19 5 (10.20%) Microsoft
19 5 (10.20%) XML
20 4 (8.16%) SQL Server 2014

Kimball Methodology
Co-occurring IT Skills in the South East 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 2 (4.08%) SharePoint
2 1 (2.04%) Apache
2 1 (2.04%) Apache Spark
2 1 (2.04%) SharePoint Server
Applications
1 1 (2.04%) Microsoft Excel
1 1 (2.04%) Microsoft Office
Business Applications
1 3 (6.12%) Siebel CRM
2 1 (2.04%) Markit EDM
Cloud Services
1 4 (8.16%) Microsoft Azure
2 2 (4.08%) Amazon AWS
2 2 (4.08%) Boomi
3 1 (2.04%) Azure Machine Learning
3 1 (2.04%) Google Analytics
Communications & Networking
1 2 (4.08%) FTP
Database & Business Intelligence
1 41 (83.67%) Data Warehouse
2 19 (38.78%) Oracle BI EE
3 18 (36.73%) Oracle Database
3 18 (36.73%) SQL Server
4 17 (34.69%) SQL Server Integration Services
5 12 (24.49%) SQL Server Reporting Services
6 7 (14.29%) SQL Server Analysis Services
7 6 (12.24%) SQL Server 2008
8 4 (8.16%) Oracle OWB
8 4 (8.16%) SQL Server 2012
8 4 (8.16%) SQL Server 2014
9 3 (6.12%) Power BI
9 3 (6.12%) SQL Server 2016
10 2 (4.08%) Big Data
10 2 (4.08%) Data Mart
10 2 (4.08%) Hadoop
10 2 (4.08%) Microsoft Analysis Services
10 2 (4.08%) NoSQL
10 2 (4.08%) OLAP
10 2 (4.08%) OLTP
Development Applications
1 27 (55.10%) Talend Open Studio
2 2 (4.08%) JIRA
3 1 (2.04%) Git (software)
3 1 (2.04%) Jenkins
3 1 (2.04%) Sonatype Nexus
General
1 17 (34.69%) Finance
2 5 (10.20%) Publishing
3 3 (6.12%) Retail
4 2 (4.08%) Legal
5 1 (2.04%) Banking
5 1 (2.04%) Marketing
Job Titles
1 43 (87.76%) Developer
2 23 (46.94%) SQL Developer
3 18 (36.73%) Data Warehouse Developer
4 11 (22.45%) Talend Developer
5 8 (16.33%) OBIEE Developer
6 7 (14.29%) Business Intelligence Developer
7 6 (12.24%) ETL Developer
8 5 (10.20%) Architect
8 5 (10.20%) SQL BI Developer
8 5 (10.20%) SQL Server Developer
9 4 (8.16%) Data Architect
9 4 (8.16%) SSIS Developer
10 3 (6.12%) Oracle Data Warehouse Developer
10 3 (6.12%) Oracle Developer
10 3 (6.12%) SQL Server BI Developer
10 3 (6.12%) SSRS Developer
11 2 (4.08%) Senior Architect
11 2 (4.08%) Senior Data Architect
11 2 (4.08%) Senior Developer
11 2 (4.08%) Senior SQL Developer
Libraries, Frameworks & Software Standards
1 5 (10.20%) XML
2 4 (8.16%) .NET
3 3 (6.12%) HTML
3 3 (6.12%) J2EE
3 3 (6.12%) JSP
3 3 (6.12%) RESTful
4 2 (4.08%) JSON
4 2 (4.08%) MDX
5 1 (2.04%) Apache Drill
5 1 (2.04%) Java EE
5 1 (2.04%) REST
5 1 (2.04%) SOAP
5 1 (2.04%) Web Services
5 1 (2.04%) XML Schema
Miscellaneous
1 3 (6.12%) Computer Science
2 2 (4.08%) Analytical Skills
3 1 (2.04%) Greenfield Project
3 1 (2.04%) NHS
3 1 (2.04%) Reference Data
Operating Systems
1 3 (6.12%) Unix
1 3 (6.12%) Windows
Processes & Methodologies
1 34 (69.39%) Business Intelligence
2 33 (67.35%) ETL
3 29 (59.18%) Agile Software Development
4 26 (53.06%) Data Modelling
5 25 (51.02%) Performance Tuning
6 18 (36.73%) Dimensional Modelling
6 18 (36.73%) Waterfall
7 15 (30.61%) Software Engineering
8 6 (12.24%) Data Integration
9 5 (10.20%) Stakeholder Management
10 4 (8.16%) BDD
10 4 (8.16%) Data Management
10 4 (8.16%) Inmon Methodology
10 4 (8.16%) TDD
10 4 (8.16%) Test Automation
11 3 (6.12%) Continuous Improvement
11 3 (6.12%) CRM
11 3 (6.12%) Data Validation
11 3 (6.12%) Integration Testing
11 3 (6.12%) Validation
Programming Languages
1 39 (79.59%) SQL
2 21 (42.86%) PL/SQL
3 9 (18.37%) Java
3 9 (18.37%) T-SQL
4 4 (8.16%) C
5 3 (6.12%) C++
5 3 (6.12%) JavaScript
6 2 (4.08%) C#
7 1 (2.04%) Data Analysis Expressions (DAX)
7 1 (2.04%) PowerShell
7 1 (2.04%) VB
7 1 (2.04%) VB.NET
Qualifications
1 1 (2.04%) Degree
Quality Assurance & Compliance
1 2 (4.08%) Data Quality
2 1 (2.04%) IFRS
2 1 (2.04%) IFRS 9
Vendors
1 27 (55.10%) Talend
2 20 (40.82%) Oracle
3 5 (10.20%) Microsoft
4 3 (6.12%) Siebel
5 2 (4.08%) Dell
5 2 (4.08%) Salesforce.com
5 2 (4.08%) Tableau
6 1 (2.04%) Google
6 1 (2.04%) MapR
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