The table below looks at the statistics for Kimball Methodology skills in IT contracts advertised for the England region. Included is a guide to the contractor rates offered in IT contracts that have cited Kimball Methodology over the 3 months to 24 August 2016 with a comparison to the same period over the previous 2 years.

Note that daily contractor rates and hourly contractor rates are treated separately. When calculating average contractor rates, daily rates are not derived from quoted hourly rates or vice versa.

3 months to
24 Aug 2016
Same period 2015 Same period 2014
The Kimball Lifecycle
Rank 481 441 505
Rank change year-on-year
-40 +64
Contract jobs citing Kimball Methodology 152 196 103
As % of all contract IT jobs located in England 0.30% 0.37% 0.21%
As % of the Processes & Methodologies category 0.36% 0.46% 0.26%
Number of daily rates quoted 113 153 73
Median daily rate £400 £415 £425
Median daily rate % change year-on-year
-3.61% -2.35%
90% offered a daily rate of more than £325 £323 £325
10% offered a daily rate of more than £570 £550 £500
UK excluding London median daily rate £375 £400 £350
% change year-on-year
-6.25% +14.28%
Number of hourly rates quoted 4 4 0
Median hourly rate £46.00 £30.00 -
Median hourly rate % change year-on-year
+53.33% -
UK excluding London median hourly rate £46.00 £30.00 -
% change year-on-year
+53.33% -
Kimball Methodology
UK

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in contract jobs advertised in the England region.

Processes & Methodologies Category
England
Contract IT job ads with a match in the
Processes & Methodologies category
42027 42615 39492
As % of all contract IT jobs located in England 83.07% 80.42% 78.80%
Number of daily rates quoted 28004 28221 24921
Median daily rate £450 £425 £413
Median daily rate % change year-on-year
+5.88% +3.03%
90% offered a daily rate of more than £300 £290 £275
10% offered a daily rate of more than £600 £588 £575
UK excluding London median daily rate £400 £395 £375
% change year-on-year
+1.26% +5.33%
Number of hourly rates quoted 1004 1151 1103
Median hourly rate £30.00 £30.00 £23.00
Median hourly rate % change year-on-year
- +30.43%
90% offered a hourly rate of more than £12.75 £12.91 £12.50
10% offered a hourly rate of more than £52.00 £51.30 £45.00
UK excluding London median hourly rate £30.50 £32.50 £25.75
% change year-on-year
-6.15% +26.21%

Kimball Methodology
Jobs Demand Trend in England

The demand trend of contract jobs across the England region citing Kimball Methodology as a proportion of all IT contracts with a match in the Processes & Methodologies category.

Kimball Methodology Jobs Demand Trend in England

Kimball Methodology
Daily Rate Trend in England

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

Kimball Methodology Daily Rate Trend in England

Kimball Methodology
Daily Rate Histogram in England

This chart provides a histogram of daily rates quoted in contract IT jobs citing Kimball Methodology across the England region over the 3 months to 24 August 2016.

Kimball Methodology Daily Rate Histogram in England

Kimball Methodology
Hourly Rate Trend in England

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

Kimball Methodology Hourly Rate Trend 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 24 August 2016. 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
(Click see detailed
statistics and trends)
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 -44 42 £475 +5.55% 11
South East +11 29 £375 -4.76% 2
Yorkshire +11 25 £375 +15.38% 3
North West +12 16 £500 +20.12% 2
West Midlands -21 13 £331 -11.66% 5
East of England +18 10 £445 -22.60% 3
South West -10 10 £325 -13.33% 2
East Midlands -1 3 £325 -31.57%
North East - 3 £525 -
Kimball Methodology
UK

Kimball Methodology
Top 30 Related IT Skills in England

For the 6 months to 24 August 2016, 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.

1 222 (76.29%) Data Warehouse
2 208 (71.48%) Business Intelligence
3 196 (67.35%) ETL
4 177 (60.82%) SQL
5 169 (58.08%) SQL Server
6 165 (56.70%) SQL Server Integration Services
7 152 (52.23%) SQL Server Analysis Services
8 125 (42.96%) SQL Server Reporting Services
9 97 (33.33%) Microsoft
10 78 (26.80%) Data Modelling
11 77 (26.46%) Dimensional Modelling
12 72 (24.74%) Finance
13 71 (24.40%) T-SQL
14 67 (23.02%) Agile Software Development
15 62 (21.31%) OLAP
16 59 (20.27%) SQL Server 2008
17 54 (18.56%) Analytics
18 52 (17.87%) SQL Server 2012
18 52 (17.87%) Big Data
19 48 (16.49%) ETL Development
20 46 (15.81%) OLAP Cube
20 46 (15.81%) MDX
21 43 (14.78%) Java
21 43 (14.78%) Oracle
22 40 (13.75%) Inmon Methodology
23 36 (12.37%) Continuous Integration
23 36 (12.37%) Informatica
24 35 (12.03%) Tableau
25 33 (11.34%) Talend Open Studio
25 33 (11.34%) Talend

Kimball Methodology
Top Related 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 10 (3.44%) SharePoint
2 7 (2.41%) SAS
3 3 (1.03%) SharePoint 2010
Applications
1 32 (11.00%) MS Excel
2 4 (1.37%) MS Office
3 3 (1.03%) SPSS
4 1 (0.34%) MS Visio
Business Applications
1 6 (2.06%) Cognos Business Intelligence
2 5 (1.72%) SAP CRM
2 5 (1.72%) SAP hybris
3 1 (0.34%) Cognos TM1
Cloud Services
1 8 (2.75%) Amazon AWS
1 8 (2.75%) Boomi
2 7 (2.41%) Microsoft Azure
3 2 (0.69%) Google Cloud Platform
4 1 (0.34%) Azure Machine Learning
4 1 (0.34%) Data Lake Analytics
4 1 (0.34%) GitHub
4 1 (0.34%) IaaS
4 1 (0.34%) PaaS
4 1 (0.34%) SaaS
Communications & Networking
1 9 (3.09%) FTP
2 7 (2.41%) Network Security
3 2 (0.69%) LAN
Database & Business Intelligence
1 222 (76.29%) Data Warehouse
2 169 (58.08%) SQL Server
3 165 (56.70%) SQL Server Integration Services
4 152 (52.23%) SQL Server Analysis Services
5 125 (42.96%) SQL Server Reporting Services
6 62 (21.31%) OLAP
7 59 (20.27%) SQL Server 2008
8 52 (17.87%) Big Data
8 52 (17.87%) SQL Server 2012
9 46 (15.81%) OLAP Cube
10 30 (10.31%) BusinessObjects
10 30 (10.31%) SQL Server 2014
11 26 (8.93%) Star Schema
12 22 (7.56%) Microsoft Analysis Services
13 19 (6.53%) Oracle Database
13 19 (6.53%) QlikView
14 18 (6.19%) Power BI
15 17 (5.84%) Hadoop
16 14 (4.81%) Relational Database
17 13 (4.47%) Enterprise Data Warehouse
Development Applications
1 33 (11.34%) Talend Open Studio
2 30 (10.31%) Jenkins
3 16 (5.50%) SQL Server Management Studio (SSMS)
4 13 (4.47%) Visual Studio
5 11 (3.78%) Oracle APEX
6 9 (3.09%) Team Foundation Server
7 6 (2.06%) ERwin
7 6 (2.06%) Toad
8 2 (0.69%) VSS/SourceSafe
9 1 (0.34%) JIRA
9 1 (0.34%) tSQLt
9 1 (0.34%) Visual Studio Tools for Office
General
1 72 (24.74%) Finance
2 23 (7.90%) Advertising
3 19 (6.53%) Banking
4 9 (3.09%) Investment Banking
5 8 (2.75%) Legal
6 7 (2.41%) Law
6 7 (2.41%) Marketing
7 5 (1.72%) Retail
8 4 (1.37%) Front Office
9 2 (0.69%) Local Government
9 2 (0.69%) Manufacturing
9 2 (0.69%) Publishing
10 1 (0.34%) Games
10 1 (0.34%) Retail Banking
10 1 (0.34%) Telecoms
Job Titles
1 199 (68.38%) Developer
2 96 (32.99%) Business Intelligence Developer
3 60 (20.62%) SSIS Developer
4 55 (18.90%) SQL Developer
5 45 (15.46%) ETL Developer
6 41 (14.09%) SSAS Developer
7 38 (13.06%) Data Warehouse Developer
8 35 (12.03%) SSRS Developer
9 34 (11.68%) Business Developer
10 27 (9.28%) Architect
11 26 (8.93%) SQL BI Developer
12 22 (7.56%) Senior Developer
13 20 (6.87%) Analyst
14 17 (5.84%) Data Architect
15 16 (5.50%) DBA
16 14 (4.81%) Database Developer
16 14 (4.81%) SQL Server Developer
17 13 (4.47%) Data Modeller
18 11 (3.78%) Talend Developer
19 10 (3.44%) Senior Business Intelligence Developer
Libraries, Frameworks & Software Standards
1 46 (15.81%) MDX
2 9 (3.09%) .NET
3 8 (2.75%) RESTful
4 7 (2.41%) Web Services
5 2 (0.69%) JSON
5 2 (0.69%) Middleware
5 2 (0.69%) XML
5 2 (0.69%) XSLT
6 1 (0.34%) D3.js
6 1 (0.34%) Entity Framework
6 1 (0.34%) HTML
6 1 (0.34%) HTML5
6 1 (0.34%) Leaflet
6 1 (0.34%) REST
6 1 (0.34%) SOAP
6 1 (0.34%) XSD
Miscellaneous
1 27 (9.28%) Analytical Skills
2 26 (8.93%) Visualisation
3 18 (6.19%) Data Structures
4 10 (3.44%) Management Information System
5 7 (2.41%) Credit Risk
5 7 (2.41%) Data Extraction
5 7 (2.41%) Digital Media
5 7 (2.41%) NHS
6 6 (2.06%) Market Risk
7 4 (1.37%) Data Integration
7 4 (1.37%) Social Network
8 2 (0.69%) Computer Science
8 2 (0.69%) iPad
8 2 (0.69%) Replication
9 1 (0.34%) Data Protection Act
9 1 (0.34%) FMCG
9 1 (0.34%) Inversion of Control
9 1 (0.34%) Neural Network
9 1 (0.34%) Smart Meter
9 1 (0.34%) Taxonomies
Operating Systems
1 31 (10.65%) Linux
2 2 (0.69%) Unix
3 1 (0.34%) Windows
Processes & Methodologies
1 208 (71.48%) Business Intelligence
2 196 (67.35%) ETL
3 78 (26.80%) Data Modelling
4 77 (26.46%) Dimensional Modelling
5 67 (23.02%) Agile Software Development
6 54 (18.56%) Analytics
7 48 (16.49%) ETL Development
8 40 (13.75%) Inmon Methodology
9 36 (12.37%) Continuous Integration
10 29 (9.97%) E-Commerce
11 26 (8.93%) Data Management
12 21 (7.22%) Data Visualisation
13 16 (5.50%) Data Analysis
13 16 (5.50%) Unit Testing
14 14 (4.81%) CRM
14 14 (4.81%) ERP
15 13 (4.47%) Master Data Management
15 13 (4.47%) SDLC
16 12 (4.12%) Performance Tuning
16 12 (4.12%) Scrum
Programming Languages
1 177 (60.82%) SQL
2 71 (24.40%) T-SQL
3 43 (14.78%) Java
4 21 (7.22%) PL/SQL
5 19 (6.53%) C#
6 8 (2.75%) C
6 8 (2.75%) JavaScript
7 7 (2.41%) PHP
8 5 (1.72%) VB
8 5 (1.72%) VBA
9 4 (1.37%) R
10 3 (1.03%) Data Analysis Expressions (DAX)
10 3 (1.03%) PowerShell
10 3 (1.03%) Python
11 2 (0.69%) VBScript
12 1 (0.34%) C++
12 1 (0.34%) VB.NET
Qualifications
1 20 (6.87%) Degree
2 16 (5.50%) Security Cleared
3 14 (4.81%) SC Cleared
4 9 (3.09%) MCSA
4 9 (3.09%) MCSE
4 9 (3.09%) Microsoft Certification
5 1 (0.34%) ISEB
5 1 (0.34%) ISTQB
5 1 (0.34%) MCP
Quality Assurance & Compliance
1 18 (6.19%) Data Quality
2 6 (2.06%) Solvency II
3 5 (1.72%) QA
4 2 (0.69%) GCP
5 1 (0.34%) Disclosure Scotland
System Software
1 1 (0.34%) HDFS
1 1 (0.34%) Virtual Machines
Systems Management
1 4 (1.37%) Ambari
2 2 (0.69%) Control-M
3 1 (0.34%) HP Quality Center
Vendors
1 97 (33.33%) Microsoft
2 43 (14.78%) Oracle
3 36 (12.37%) Informatica
4 35 (12.03%) Tableau
5 33 (11.34%) Talend
6 30 (10.31%) Vertica
7 16 (5.50%) Cognos
8 10 (3.44%) SAP
9 9 (3.09%) Salesforce.com
10 8 (2.75%) Dell
10 8 (2.75%) Teradata
11 6 (2.06%) Embarcadero
11 6 (2.06%) IFS
12 5 (1.72%) hybris
13 2 (0.69%) Google
13 2 (0.69%) MicroStrategy
13 2 (0.69%) Sybase
14 1 (0.34%) Ab Initio
14 1 (0.34%) Alteryx
14 1 (0.34%) RedGate
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