The following table provides summary statistics for contract job vacancies advertised in England 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 29 March 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
UK / England
3 months to
29 Mar 2017
Same period 2016 Same period 2015
Rank 488 501 479
Rank change year-on-year +13 -22  
Contract jobs citing Kimball Methodology 89 125 127
As % of all contract IT jobs advertised in England 0.21% 0.25% 0.26%
As % of the Processes & Methodologies category 0.26% 0.30% 0.33%
Number of daily rates quoted 74 103 102
Median daily rate £450 £425 £425
Median daily rate % change year-on-year +5.88% -  
90% offered a daily rate of more than £350 £350 £300
10% offered a daily rate of more than £534 £570 £500
UK excluding London median daily rate £388 £425 £371
% change year-on-year -8.82% +14.47%  
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - - -

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 England with a requirement for process and methodology skills.

Contract Process & Methodology Skills
England
Contract job vacancies with a requirement for process and methodology skills 34744 41185 38836
As % of all contract IT job vacancies advertised in England 83.25% 82.92% 80.01%
Number of daily rates quoted 23057 27403 24454
Median daily rate £450 £438 £425
Median daily rate % change year-on-year +2.85% +2.94%  
90% offered a daily rate of more than £300 £300 £280
10% offered a daily rate of more than £600 £600 £580
UK excluding London median daily rate £410 £400 £396
% change year-on-year +2.50% +1.01%  
Number of hourly rates quoted 869 998 1135
Median hourly rate £35.00 £36.00 £27.50
Median hourly rate % change year-on-year -2.77% +30.90%  
90% offered a hourly rate of more than £13.00 £13.00 £12.00
10% offered a hourly rate of more than £52.50 £52.50 £49.50
UK excluding London median hourly rate £35.75 £38.50 £30.00
% change year-on-year -7.14% +28.33%  

Kimball Methodology
Job Vacancy Trend in England

The job posting trend of jobs advertised in England 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 England

Kimball Methodology
Contractor Daily Rate Trend in England

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

Contractor daily rate trend for Kimball Methodology in England

Kimball Methodology
Contractor Daily Rate Histogram in England

The daily rate distribution of IT jobs citing Kimball Methodology in England over the 3 months to 29 March 2017.

Contractor daily rate histogram for Kimball Methodology in England

Kimball Methodology
Contractor Hourly Rate Trend in England

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

Contractor hourly rate trend for Kimball Methodology in England

Kimball Methodology
Contract Job Locations in England

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 England region over the 3 months to 29 March 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
London +20 40 £500 +8.10% 12
South East +13 15 £451 +6.17% 3
Yorkshire +18 8 £400 +14.28% 2
West Midlands +13 8 £381 -30.68% 1
North West +32 7 £406 -10.12% 6
South West -10 7 £350 -26.31% 1
East of England -4 2 £338 -15.62% 3
East Midlands -16 2 £388 -8.82% 2
Kimball Methodology
UK

For the 6 months to 29 March 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 England region with a requirement for Kimball Methodology.

1 181 (88.29%) Data Warehouse
2 152 (74.15%) Business Intelligence
3 147 (71.71%) SQL
4 137 (66.83%) SQL Server
5 130 (63.41%) SQL Server Integration Services
6 126 (61.46%) ETL
7 105 (51.22%) SQL Server Reporting Services
8 104 (50.73%) SQL Server Analysis Services
9 88 (42.93%) Microsoft
10 64 (31.22%) Agile Software Development
11 58 (28.29%) T-SQL
12 55 (26.83%) Finance
13 54 (26.34%) SQL Server 2012
14 47 (22.93%) Oracle
15 46 (22.44%) Data Modelling
16 45 (21.95%) SQL Server 2014
17 41 (20.00%) Dimensional Modelling
18 31 (15.12%) MDX
19 29 (14.15%) OLAP
19 29 (14.15%) SQL Server 2016
19 29 (14.15%) Power BI
19 29 (14.15%) Performance Tuning
20 27 (13.17%) C#
21 26 (12.68%) Analytics
22 25 (12.20%) Relational Database
22 25 (12.20%) Oracle Database
23 24 (11.71%) Tableau
23 24 (11.71%) QlikView
24 23 (11.22%) SQL Server 2008
24 23 (11.22%) Talend Open Studio

Kimball Methodology
Co-occurring IT Skills in England 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 8 (3.90%) SharePoint
2 3 (1.46%) SAS
3 2 (0.98%) Apache Spark
4 1 (0.49%) ArcGIS
4 1 (0.49%) GeoServer
4 1 (0.49%) Oracle Workflow
4 1 (0.49%) SharePoint Server
Applications
1 19 (9.27%) MS Excel
2 3 (1.46%) MS Office
2 3 (1.46%) S-PLUS
Business Applications
1 3 (1.46%) SAP Oil and Gas
2 2 (0.98%) Dynamics CRM
2 2 (0.98%) Oracle ERP
3 1 (0.49%) Cognos Business Intelligence
3 1 (0.49%) Markit EDM
Cloud Services
1 22 (10.73%) Microsoft Azure
2 10 (4.88%) Data Lake Analytics
3 9 (4.39%) IaaS
3 9 (4.39%) PaaS
4 7 (3.41%) Amazon AWS
5 4 (1.95%) Boomi
Communications & Networking
1 5 (2.44%) FTP
Database & Business Intelligence
1 181 (88.29%) Data Warehouse
2 137 (66.83%) SQL Server
3 130 (63.41%) SQL Server Integration Services
4 105 (51.22%) SQL Server Reporting Services
5 104 (50.73%) SQL Server Analysis Services
6 54 (26.34%) SQL Server 2012
7 45 (21.95%) SQL Server 2014
8 29 (14.15%) OLAP
8 29 (14.15%) Power BI
8 29 (14.15%) SQL Server 2016
9 25 (12.20%) Oracle Database
9 25 (12.20%) Relational Database
10 24 (11.71%) QlikView
11 23 (11.22%) SQL Server 2008
12 18 (8.78%) OLAP Cube
13 16 (7.80%) Microsoft Analysis Services
14 15 (7.32%) BusinessObjects
14 15 (7.32%) Star Schema
15 13 (6.34%) Azure SQL Database
16 10 (4.88%) SQL Server 2000
Development Applications
1 23 (11.22%) Talend Open Studio
2 13 (6.34%) Team Foundation Server
3 10 (4.88%) Jenkins
4 7 (3.41%) JIRA
4 7 (3.41%) Sonatype Nexus
4 7 (3.41%) Visual Studio
5 6 (2.93%) Git (software)
6 3 (1.46%) ERwin
6 3 (1.46%) PowerBuilder
6 3 (1.46%) Subversion
6 3 (1.46%) Toad
7 2 (0.98%) VSS/SourceSafe
8 1 (0.49%) SQL Server Management Studio (SSMS)
General
1 55 (26.83%) Finance
2 16 (7.80%) Banking
3 7 (3.41%) Publishing
3 7 (3.41%) Retail
4 6 (2.93%) Legal
4 6 (2.93%) Marketing
5 4 (1.95%) Manufacturing
5 4 (1.95%) Telecoms
6 3 (1.46%) Electronics
7 2 (0.98%) Advertising
7 2 (0.98%) Investment Banking
7 2 (0.98%) Law
8 1 (0.49%) Front Office
8 1 (0.49%) Pharmaceutical
Job Titles
1 146 (71.22%) Developer
2 62 (30.24%) SQL Developer
3 55 (26.83%) Business Intelligence Developer
3 55 (26.83%) Data Warehouse Developer
4 54 (26.34%) ETL Developer
5 52 (25.37%) SSIS Developer
6 33 (16.10%) SSRS Developer
7 25 (12.20%) SSAS Developer
8 23 (11.22%) SQL BI Developer
9 21 (10.24%) Architect
10 19 (9.27%) SQL Server Developer
11 17 (8.29%) Consultant
12 15 (7.32%) Data Architect
13 14 (6.83%) Business Developer
14 13 (6.34%) Microsoft BI Developer
14 13 (6.34%) Microsoft Developer
15 11 (5.37%) SQL Server Data Warehouse Developer
16 9 (4.39%) Business Intelligence Lead
16 9 (4.39%) SQL Server BI Developer
17 8 (3.90%) Business Intelligence Consultant
Libraries, Frameworks & Software Standards
1 31 (15.12%) MDX
2 23 (11.22%) .NET
3 14 (6.83%) XML
4 11 (5.37%) RESTful
4 11 (5.37%) SOAP
5 9 (4.39%) JSON
6 7 (3.41%) Java EE
6 7 (3.41%) XML Schema
7 6 (2.93%) REST
8 5 (2.44%) HTML
9 3 (1.46%) ASP.NET
9 3 (1.46%) J2EE
9 3 (1.46%) JSP
9 3 (1.46%) Web Services
10 2 (0.98%) Kafka
11 1 (0.49%) .NET Framework
11 1 (0.49%) AngularJS
11 1 (0.49%) jQuery
11 1 (0.49%) PostGIS
11 1 (0.49%) Twitter Bootstrap
Miscellaneous
1 17 (8.29%) Analytical Skills
2 12 (5.85%) NHS
3 10 (4.88%) Computer Science
4 4 (1.95%) Management Information System
5 3 (1.46%) Data Protection Act
5 3 (1.46%) Foreign Exchange (FX)
6 2 (0.98%) Credit Risk
6 2 (0.98%) Freedom of Information
6 2 (0.98%) Freedom of Information Act
6 2 (0.98%) Reference Data
7 1 (0.49%) iSeries
7 1 (0.49%) Private Cloud
Operating Systems
1 9 (4.39%) Unix
2 4 (1.95%) Windows
3 2 (0.98%) Linux
Processes & Methodologies
1 152 (74.15%) Business Intelligence
2 126 (61.46%) ETL
3 64 (31.22%) Agile Software Development
4 46 (22.44%) Data Modelling
5 41 (20.00%) Dimensional Modelling
6 29 (14.15%) Performance Tuning
7 26 (12.68%) Analytics
8 19 (9.27%) Scrum
9 15 (7.32%) Inmon Methodology
9 15 (7.32%) Waterfall
10 14 (6.83%) Migration
11 13 (6.34%) Data Management
11 13 (6.34%) SDLC
11 13 (6.34%) Stakeholder Management
12 12 (5.85%) Data Integration
13 11 (5.37%) Continuous Integration
13 11 (5.37%) Data Migration
13 11 (5.37%) TDD
14 10 (4.88%) Dashboard Development
14 10 (4.88%) Unit Testing
Programming Languages
1 147 (71.71%) SQL
2 58 (28.29%) T-SQL
3 27 (13.17%) C#
4 22 (10.73%) Java
5 17 (8.29%) PL/SQL
6 7 (3.41%) Data Analysis Expressions (DAX)
7 6 (2.93%) VB
8 5 (2.44%) C
8 5 (2.44%) JavaScript
9 4 (1.95%) Shell Script
9 4 (1.95%) VB.NET
10 3 (1.46%) C++
10 3 (1.46%) MATLAB
10 3 (1.46%) R
10 3 (1.46%) VBA
11 2 (0.98%) PowerShell
11 2 (0.98%) Scala
Qualifications
1 14 (6.83%) Security Cleared
2 12 (5.85%) Degree
3 9 (4.39%) SC Cleared
4 3 (1.46%) ISEB
4 3 (1.46%) ISTQB
5 1 (0.49%) BPSS Clearance
5 1 (0.49%) HNC
5 1 (0.49%) HND
5 1 (0.49%) ITIL Certification
5 1 (0.49%) MCSA
5 1 (0.49%) MCSE
5 1 (0.49%) Microsoft Certification
Quality Assurance & Compliance
1 5 (2.44%) QA
2 3 (1.46%) ISO 9000
3 2 (0.98%) Basel II
3 2 (0.98%) Data Quality
3 2 (0.98%) Sarbanes-Oxley
4 1 (0.49%) Disclosure Scotland
4 1 (0.49%) IFRS
4 1 (0.49%) IFRS 9
4 1 (0.49%) Solvency II
System Software
1 9 (4.39%) Virtual Machines
2 2 (0.98%) HDFS
Systems Management
1 5 (2.44%) Control-M
2 2 (0.98%) Hadoop YARN
Vendors
1 88 (42.93%) Microsoft
2 47 (22.93%) Oracle
3 24 (11.71%) Tableau
4 23 (11.22%) Talend
5 14 (6.83%) Informatica
5 14 (6.83%) Teradata
6 9 (4.39%) SAP
7 7 (3.41%) MicroStrategy
8 5 (2.44%) Cognos
8 5 (2.44%) Netezza
8 5 (2.44%) Salesforce.com
9 4 (1.95%) Dell
9 4 (1.95%) Vertica
10 3 (1.46%) BMC
10 3 (1.46%) Siebel
11 2 (0.98%) IBM
11 2 (0.98%) IDERA
11 2 (0.98%) RedGate
12 1 (0.49%) Embarcadero
12 1 (0.49%) ESRI
Reading
Vivid Resourcing
Posted: 2 days ago
Oxfordshire
TEKsystems
Rate: £449 - £501 per day
Posted: Yesterday
City of London
Lawrence Harvey
Rate: £500.00 - £600.00 per day
Posted: 7 days ago
London
Nigel Frank International Ltd
Rate: £550 - £650 per day
Posted: 6 days ago
Cheshire
Oscar
Rate: £350 - £500 per day
Posted: 4 days ago
Cheshire
Vivid Resourcing
Posted: 14 days ago
West London
Vadis People
Rate: c£60,000 - £65,000 Pro Rota
Posted: 6 days ago