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 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
UK > England
3 months to
29 Jun 2017
Same period 2016 Same period 2015
Rank 470 461 488
Rank change year-on-year -9 +27  
Contract jobs citing Kimball Methodology 124 161 153
As % of all contract IT jobs advertised in England 0.29% 0.33% 0.30%
As % of the Processes & Methodologies category 0.34% 0.39% 0.37%
Number of daily rates quoted 90 121 128
England median daily rate £450 £400 £425
Median daily rate % change year-on-year +12.50% -5.88%  
10th Percentile £349 £319 £275
90th Percentile £550 £538 £583
UK median daily rate £450 £400 £425
% change year-on-year +12.50% -5.88%  
Number of hourly rates quoted 0 1 2
England median hourly rate - £49.00 £43.88
Median hourly rate % change year-on-year - +11.68%  
UK 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 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 36628 41177 41257
As % of all contract IT job vacancies advertised in England 84.72% 83.54% 80.87%
Number of daily rates quoted 92282 104544 94562
England median daily rate £450 £450 £415
Median daily rate % change year-on-year - +8.43%  
10th Percentile £306 £288 £275
90th Percentile £625 £625 £600
UK median daily rate £450 £438 £413
% change year-on-year +2.85% +6.06%  
Number of hourly rates quoted 2775 2674 2752
England median hourly rate £32.00 £27.50 £25.00
Median hourly rate % change year-on-year +16.36% +10.00%  
10th Percentile £12.03 £12.50 £11.29
90th Percentile £53.75 £50.78 £51.30
UK median hourly rate £32.50 £28.00 £27.50
% change year-on-year +16.07% +1.81%  

Kimball Methodology
Job Vacancy Trend in England

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

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 June 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 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
London -9 35 £500 +11.11% 11
South East +18 34 £475 +26.66% 5
North of England +45 28 £406 -1.51% 9
South West +10 18 £400 +18.51% 3
Yorkshire +25 14 £375 - 6
North West +10 14 £425 +3.03% 3
East of England -8 5 £425 - 4
Midlands -4 4 £340 -21.15% 2
West Midlands +8 2 £358 -22.70% 2
East Midlands -8 2 £300 -22.58%
Kimball Methodology
UK

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

1 188 (88.26%) Data Warehouse
2 155 (72.77%) SQL
3 151 (70.89%) Business Intelligence
4 135 (63.38%) ETL
5 122 (57.28%) SQL Server
6 121 (56.81%) SQL Server Integration Services
7 102 (47.89%) SQL Server Reporting Services
8 99 (46.48%) SQL Server Analysis Services
9 77 (36.15%) Data Modelling
9 77 (36.15%) Microsoft
10 67 (31.46%) Finance
11 62 (29.11%) Dimensional Modelling
12 60 (28.17%) Agile Software Development
13 54 (25.35%) T-SQL
14 50 (23.47%) Performance Tuning
15 49 (23.00%) Oracle
16 46 (21.60%) MDX
17 40 (18.78%) Power BI
18 39 (18.31%) SQL Server 2012
19 35 (16.43%) SQL Server 2014
20 34 (15.96%) Talend
20 34 (15.96%) Talend Open Studio
21 32 (15.02%) Oracle Database
21 32 (15.02%) SQL Server 2016
22 30 (14.08%) PL/SQL
22 30 (14.08%) OLAP
23 29 (13.62%) SQL Server 2008
24 28 (13.15%) Tableau
25 26 (12.21%) Relational Database
26 24 (11.27%) Oracle BI EE

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 (3.76%) Tomcat
2 7 (3.29%) SharePoint
3 3 (1.41%) Apache Spark
4 2 (0.94%) SharePoint 2010
5 1 (0.47%) Apache
5 1 (0.47%) CMS
5 1 (0.47%) Confluence
5 1 (0.47%) IIS
5 1 (0.47%) Mule
5 1 (0.47%) Oracle Workflow
5 1 (0.47%) SAS
5 1 (0.47%) SharePoint Server
Applications
1 11 (5.16%) Microsoft Office
2 10 (4.69%) Microsoft Excel
3 3 (1.41%) S-PLUS
Business Applications
1 3 (1.41%) SAP Oil and Gas
1 3 (1.41%) Siebel CRM
2 2 (0.94%) Dynamics CRM
2 2 (0.94%) Oracle ERP
3 1 (0.47%) Dynamics AX
3 1 (0.47%) Lorenzo
3 1 (0.47%) Markit EDM
Cloud Services
1 22 (10.33%) Microsoft Azure
2 8 (3.76%) Amazon AWS
3 6 (2.82%) Azure Data Factory
3 6 (2.82%) PaaS
4 5 (2.35%) Data Lake Analytics
4 5 (2.35%) IaaS
5 2 (0.94%) Boomi
5 2 (0.94%) Cloud Computing
5 2 (0.94%) GitHub
6 1 (0.47%) Azure Machine Learning
6 1 (0.47%) Google Analytics
6 1 (0.47%) Google Cloud Platform
6 1 (0.47%) Office 365
Communications & Networking
1 2 (0.94%) FTP
Database & Business Intelligence
1 188 (88.26%) Data Warehouse
2 122 (57.28%) SQL Server
3 121 (56.81%) SQL Server Integration Services
4 102 (47.89%) SQL Server Reporting Services
5 99 (46.48%) SQL Server Analysis Services
6 40 (18.78%) Power BI
7 39 (18.31%) SQL Server 2012
8 35 (16.43%) SQL Server 2014
9 32 (15.02%) Oracle Database
9 32 (15.02%) SQL Server 2016
10 30 (14.08%) OLAP
11 29 (13.62%) SQL Server 2008
12 26 (12.21%) Relational Database
13 24 (11.27%) Oracle BI EE
14 20 (9.39%) Microsoft Analysis Services
15 19 (8.92%) Star Schema
16 17 (7.98%) BusinessObjects
16 17 (7.98%) QlikView
17 14 (6.57%) OLAP Cube
17 14 (6.57%) Oracle Database 11g
Development Applications
1 34 (15.96%) Talend Open Studio
2 10 (4.69%) Team Foundation Server
3 6 (2.82%) Visual Studio
4 5 (2.35%) ERwin
5 4 (1.88%) Jenkins
5 4 (1.88%) JIRA
6 3 (1.41%) Octopus Deploy
6 3 (1.41%) PowerBuilder
6 3 (1.41%) Subversion
6 3 (1.41%) Toad
7 1 (0.47%) Git (software)
7 1 (0.47%) Sonatype Nexus
General
1 67 (31.46%) Finance
2 20 (9.39%) Banking
3 13 (6.10%) Marketing
3 13 (6.10%) Retail
4 10 (4.69%) Legal
5 8 (3.76%) Investment Banking
6 7 (3.29%) Publishing
7 6 (2.82%) Telecoms
8 3 (1.41%) Electronics
8 3 (1.41%) Law
8 3 (1.41%) Manufacturing
9 1 (0.47%) Advertising
9 1 (0.47%) Automotive
Job Titles
1 170 (79.81%) Developer
2 64 (30.05%) Business Intelligence Developer
3 60 (28.17%) SQL Developer
4 59 (27.70%) Data Warehouse Developer
5 42 (19.72%) ETL Developer
6 41 (19.25%) SSIS Developer
7 34 (15.96%) SSRS Developer
8 28 (13.15%) SSAS Developer
9 22 (10.33%) Business Developer
10 18 (8.45%) SQL Server Developer
11 17 (7.98%) SQL BI Developer
12 16 (7.51%) Analyst
13 15 (7.04%) Microsoft Developer
14 14 (6.57%) Microsoft BI Developer
15 12 (5.63%) Talend Developer
16 10 (4.69%) Power BI Developer
17 9 (4.23%) Architect
17 9 (4.23%) OBIEE Developer
18 8 (3.76%) SQL Server BI Developer
19 7 (3.29%) Consultant
Libraries, Frameworks & Software Standards
1 46 (21.60%) MDX
2 9 (4.23%) .NET
3 5 (2.35%) XML
4 4 (1.88%) COM
4 4 (1.88%) HTML
5 3 (1.41%) J2EE
5 3 (1.41%) JSON
5 3 (1.41%) JSP
5 3 (1.41%) RESTful
6 2 (0.94%) REST
6 2 (0.94%) SOAP
6 2 (0.94%) Web Services
7 1 (0.47%) AngularJS
7 1 (0.47%) Apache Drill
7 1 (0.47%) Java EE
7 1 (0.47%) jQuery
7 1 (0.47%) Twitter Bootstrap
7 1 (0.47%) XML Schema
Miscellaneous
1 20 (9.39%) Analytical Skills
2 9 (4.23%) Greenfield Project
3 8 (3.76%) NHS
4 4 (1.88%) Computer Science
5 3 (1.41%) Foreign Exchange (FX)
6 2 (0.94%) Reference Data
7 1 (0.47%) Credit Risk
7 1 (0.47%) Data Protection Act
7 1 (0.47%) Data Structures
7 1 (0.47%) Management Information System
Operating Systems
1 11 (5.16%) Windows
2 9 (4.23%) Unix
3 8 (3.76%) Windows Server
3 8 (3.76%) Windows Server 2012
4 2 (0.94%) Linux
Processes & Methodologies
1 151 (70.89%) Business Intelligence
2 135 (63.38%) ETL
3 77 (36.15%) Data Modelling
4 62 (29.11%) Dimensional Modelling
5 60 (28.17%) Agile Software Development
6 50 (23.47%) Performance Tuning
7 23 (10.80%) Waterfall
8 22 (10.33%) Migration
9 19 (8.92%) ETL Development
10 18 (8.45%) Analytics
10 18 (8.45%) SDLC
11 17 (7.98%) Data Analysis
12 15 (7.04%) Data Migration
12 15 (7.04%) Software Engineering
13 14 (6.57%) Data Integration
14 13 (6.10%) Inmon Methodology
15 12 (5.63%) Logical Data Model
16 11 (5.16%) Physical Data Model
16 11 (5.16%) Stakeholder Management
17 9 (4.23%) Scrum
Programming Languages
1 155 (72.77%) SQL
2 54 (25.35%) T-SQL
3 30 (14.08%) PL/SQL
4 19 (8.92%) Data Analysis Expressions (DAX)
5 12 (5.63%) Java
6 6 (2.82%) C#
7 5 (2.35%) C
7 5 (2.35%) Shell Script
8 4 (1.88%) JavaScript
8 4 (1.88%) PowerShell
9 3 (1.41%) C++
9 3 (1.41%) MATLAB
9 3 (1.41%) R
9 3 (1.41%) VBA
10 1 (0.47%) VB
10 1 (0.47%) VB.NET
Qualifications
1 10 (4.69%) Degree
2 5 (2.35%) HNC
2 5 (2.35%) HND
2 5 (2.35%) Security Cleared
3 3 (1.41%) MCITP
3 3 (1.41%) MCSE
3 3 (1.41%) Microsoft Certification
3 3 (1.41%) SC Cleared
4 2 (0.94%) BC Cleared
5 1 (0.47%) Computer Science Degree
5 1 (0.47%) ISEB
5 1 (0.47%) ISTQB
Quality Assurance & Compliance
1 5 (2.35%) Data Quality
2 2 (0.94%) Disclosure Scotland
2 2 (0.94%) Solvency II
3 1 (0.47%) Basel II
3 1 (0.47%) GCP
3 1 (0.47%) IFRS
3 1 (0.47%) IFRS 9
3 1 (0.47%) ISO 9000
3 1 (0.47%) QA
3 1 (0.47%) Sarbanes-Oxley
3 1 (0.47%) SLA
System Software
1 5 (2.35%) Virtual Machines
2 1 (0.47%) Docker
Systems Management
1 3 (1.41%) Control-M
Vendors
1 77 (36.15%) Microsoft
2 49 (23.00%) Oracle
3 34 (15.96%) Talend
4 28 (13.15%) Tableau
5 10 (4.69%) SAP
5 10 (4.69%) Teradata
6 7 (3.29%) Informatica
6 7 (3.29%) MicroStrategy
6 7 (3.29%) Vertica
7 6 (2.82%) Netezza
8 5 (2.35%) IBM
9 3 (1.41%) Cognos
9 3 (1.41%) RedGate
9 3 (1.41%) Siebel
10 2 (0.94%) Ab Initio
10 2 (0.94%) Dell
10 2 (0.94%) Embarcadero
10 2 (0.94%) Google
10 2 (0.94%) Salesforce.com
11 1 (0.47%) JD Edwards
West Sussex
Austin Fraser
Posted: Yesterday
Yorkshire
Nigel Frank International Ltd
Rate: £400 - £450 per annum
Posted: 3 days ago
Watford, Hertfordshire
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Posted: 2 days ago
City, London
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Rate: £450.00 per day
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Rate: £475 - £535 per day
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Rate: From £36,000 to £42,700 per annum dependent on experience & assessment
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