The table below looks at the statistics for Kimball Methodology skills in IT contracts advertised across the UK. Included is a guide to the contractor rates offered in IT contracts that have cited Kimball Methodology over the 3 months to 25 July 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
25 Jul 2016
Same period 2015 Same period 2014
The Kimball Lifecycle
Rank 465 466 474
Rank change year-on-year
+1 +8
Contract jobs citing Kimball Methodology 196 179 136
As % of all contract IT jobs located in the UK 0.36% 0.31% 0.25%
As % of the Processes & Methodologies category 0.44% 0.39% 0.32%
Number of daily rates quoted 141 145 97
Median daily rate £400 £425 £425
Median daily rate % change year-on-year
-5.88% -
90% offered a daily rate of more than £313 £308 £325
10% offered a daily rate of more than £550 £575 £500
UK excluding London median daily rate £388 £388 £363
% change year-on-year
- +6.89%
Number of hourly rates quoted 1 4 0
Median hourly rate £49.00 £30.00 -
Median hourly rate % change year-on-year
+63.33% -
UK excluding London median hourly rate £49.00 £30.00 -
% change year-on-year
+63.33% -

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

Processes & Methodologies Category
UK
Contract IT job ads with a match in the
Processes & Methodologies category
44695 45488 42364
As % of all contract IT jobs located in the UK 82.73% 79.85% 78.62%
Number of daily rates quoted 29540 29430 26290
Median daily rate £438 £413 £400
Median daily rate % change year-on-year
+6.06% +3.12%
90% offered a daily rate of more than £295 £283 £275
10% offered a daily rate of more than £600 £575 £563
UK excluding London median daily rate £400 £388 £375
% change year-on-year
+3.22% +3.33%
Number of hourly rates quoted 1044 1183 1185
Median hourly rate £28.50 £28.50 £25.00
Median hourly rate % change year-on-year
- +14.00%
90% offered a hourly rate of more than £12.50 £12.50 £13.00
10% offered a hourly rate of more than £51.50 £52.17 £47.50
UK excluding London median hourly rate £30.00 £30.50 £26.98
% change year-on-year
-1.63% +13.06%

Kimball Methodology
Jobs Demand Trend

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

Kimball Methodology Jobs Demand Trend in the UK

Kimball Methodology
Daily Rate Trend

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

Kimball Methodology Daily Rate Trend in the UK

Kimball Methodology
Daily Rate Histogram

This chart provides a histogram of daily rates quoted in contract IT jobs citing Kimball Methodology within the UK over the 3 months to 25 July 2016.

Kimball Methodology Daily Rate Histogram in the UK

Kimball Methodology
Hourly Rate Trend

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

Kimball Methodology Hourly Rate Trend in the UK

Kimball Methodology
Top 30 Contract Locations

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 UK over the 3 months to 25 July 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
England +4 177 £400 -5.88% 39
London -31 50 £440 -6.13% 15
South East +2 38 £375 -4.76% 3
North West +30 29 £413 +3.12% 7
West Midlands -10 20 £413 +15.78% 4
Yorkshire -3 18 £375 +15.38% 7
Oxfordshire +17 17 £375 -14.77%
Cheshire +16 17 £413 +3.12% 1
City of London +29 14 £450 - 6
Chester - 14 £413 -
Berkshire -3 12 £350 +55.55% 1
Birmingham - 12 £444 - 2
Oxford +1 11 £375 -14.77%
North Yorkshire - 10 £388 - 2
York - 10 £388 - 2
East of England +24 8 £445 -22.60%
Manchester -3 8 £450 +20.00% 3
Wales - 8 £394 - 1
South West -23 7 £225 -38.77% 1
Glasgow - 7 £450 -
Scotland - 7 £450 -
Slough +7 6 £325 +1.96% 1
South Wales - 6 £405 - 1
East Midlands 0 5 £375 -21.05% 1
West Yorkshire -3 4 £350 +16.66% 5
South Yorkshire -5 4 £375 +15.38%
Rotherham - 4 £375 -
Warwickshire - 4 £450 -
Cardiff - 4 £375 - 1
Buckinghamshire +12 3 £375 -14.28%

Kimball Methodology
Top 30 Related IT Skills

For the 6 months to 25 July 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 with a requirement for Kimball Methodology.

1 250 (77.16%) Data Warehouse
2 235 (72.53%) Business Intelligence
3 212 (65.43%) ETL
4 204 (62.96%) SQL
5 191 (58.95%) SQL Server
6 174 (53.70%) SQL Server Integration Services
7 151 (46.60%) SQL Server Analysis Services
8 137 (42.28%) SQL Server Reporting Services
9 109 (33.64%) Data Modelling
10 95 (29.32%) Microsoft
11 88 (27.16%) Agile Software Development
12 83 (25.62%) Finance
13 82 (25.31%) Dimensional Modelling
14 78 (24.07%) T-SQL
15 71 (21.91%) SQL Server 2008
16 67 (20.68%) Analytics
17 63 (19.44%) OLAP
18 56 (17.28%) Oracle
19 53 (16.36%) Big Data
20 51 (15.74%) Inmon Methodology
21 49 (15.12%) SQL Server 2012
22 46 (14.20%) OLAP Cube
23 44 (13.58%) MDX
24 40 (12.35%) BusinessObjects
25 37 (11.42%) ETL Development
26 35 (10.80%) Informatica
27 34 (10.49%) MS Excel
28 33 (10.19%) Star Schema
28 33 (10.19%) Data Management
28 33 (10.19%) Oracle Database

Kimball Methodology
Top Related IT Skills 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 12 (3.70%) SharePoint
2 7 (2.16%) SAS
3 2 (0.62%) SharePoint 2010
4 1 (0.31%) BizTalk Server
Applications
1 34 (10.49%) MS Excel
2 5 (1.54%) MS Office
3 4 (1.23%) Spreadsheet
3 4 (1.23%) SPSS
4 1 (0.31%) MS Visio
Business Applications
1 7 (2.16%) Cognos Business Intelligence
2 5 (1.54%) SAP CRM
2 5 (1.54%) SAP hybris
3 1 (0.31%) Cognos TM1
Cloud Services
1 8 (2.47%) Boomi
2 5 (1.54%) Microsoft Azure
3 2 (0.62%) Amazon AWS
3 2 (0.62%) Google Cloud Platform
4 1 (0.31%) Azure Machine Learning
4 1 (0.31%) Data Lake Analytics
4 1 (0.31%) GitHub
4 1 (0.31%) IaaS
4 1 (0.31%) PaaS
4 1 (0.31%) SaaS
Communications & Networking
1 8 (2.47%) FTP
2 7 (2.16%) Network Security
3 2 (0.62%) LAN
Database & Business Intelligence
1 250 (77.16%) Data Warehouse
2 191 (58.95%) SQL Server
3 174 (53.70%) SQL Server Integration Services
4 151 (46.60%) SQL Server Analysis Services
5 137 (42.28%) SQL Server Reporting Services
6 71 (21.91%) SQL Server 2008
7 63 (19.44%) OLAP
8 53 (16.36%) Big Data
9 49 (15.12%) SQL Server 2012
10 46 (14.20%) OLAP Cube
11 40 (12.35%) BusinessObjects
12 33 (10.19%) Oracle Database
12 33 (10.19%) Star Schema
13 29 (8.95%) Power BI
13 29 (8.95%) SQL Server 2014
14 24 (7.41%) Relational Database
15 22 (6.79%) Microsoft Analysis Services
16 17 (5.25%) QlikView
17 16 (4.94%) Hadoop
18 14 (4.32%) Enterprise Data Warehouse
Development Applications
1 30 (9.26%) Talend Open Studio
2 24 (7.41%) Jenkins
3 17 (5.25%) SQL Server Management Studio (SSMS)
4 14 (4.32%) Visual Studio
5 11 (3.40%) Oracle APEX
6 6 (1.85%) ERwin
6 6 (1.85%) Team Foundation Server
6 6 (1.85%) Toad
7 2 (0.62%) VSS/SourceSafe
8 1 (0.31%) JIRA
8 1 (0.31%) tSQLt
8 1 (0.31%) Visual Studio Tools for Office
General
1 83 (25.62%) Finance
2 25 (7.72%) Banking
3 16 (4.94%) Advertising
4 10 (3.09%) Investment Banking
4 10 (3.09%) Legal
5 8 (2.47%) Retail
6 7 (2.16%) Law
6 7 (2.16%) Marketing
7 5 (1.54%) Telecoms
8 4 (1.23%) Front Office
9 3 (0.93%) Publishing
10 2 (0.62%) Local Government
10 2 (0.62%) Manufacturing
11 1 (0.31%) Retail Banking
Job Titles
1 206 (63.58%) Developer
2 105 (32.41%) Business Intelligence Developer
3 67 (20.68%) SQL Developer
4 66 (20.37%) SSIS Developer
5 42 (12.96%) SSAS Developer
6 38 (11.73%) Data Warehouse Developer
6 38 (11.73%) SSRS Developer
7 37 (11.42%) Analyst
7 37 (11.42%) Architect
7 37 (11.42%) SQL BI Developer
8 35 (10.80%) ETL Developer
9 30 (9.26%) Business Developer
10 23 (7.10%) Data Architect
11 16 (4.94%) Business Intelligence Analyst
11 16 (4.94%) Data Modeller
12 15 (4.63%) Database Developer
12 15 (4.63%) Senior Developer
12 15 (4.63%) SQL Server Developer
13 13 (4.01%) Business Analyst
14 12 (3.70%) Data Analyst
Libraries, Frameworks & Software Standards
1 44 (13.58%) MDX
2 8 (2.47%) .NET
2 8 (2.47%) RESTful
3 5 (1.54%) XML
4 3 (0.93%) JSON
4 3 (0.93%) Web Services
5 2 (0.62%) .NET Framework
5 2 (0.62%) ASP.NET
5 2 (0.62%) ASP.NET MVC
5 2 (0.62%) Middleware
5 2 (0.62%) XSLT
6 1 (0.31%) D3.js
6 1 (0.31%) HTML
6 1 (0.31%) HTML5
6 1 (0.31%) Leaflet
6 1 (0.31%) REST
6 1 (0.31%) SOAP
6 1 (0.31%) XSD
Miscellaneous
1 23 (7.10%) Analytical Skills
1 23 (7.10%) Visualisation
2 22 (6.79%) Data Structures
3 13 (4.01%) Data Integration
4 9 (2.78%) Management Information System
5 8 (2.47%) Data Extraction
6 7 (2.16%) Credit Risk
6 7 (2.16%) Digital Media
7 6 (1.85%) Market Risk
7 6 (1.85%) NHS
8 4 (1.23%) Social Network
9 2 (0.62%) Computer Science
9 2 (0.62%) iPad
9 2 (0.62%) Replication
10 1 (0.31%) Data Protection Act
10 1 (0.31%) Mobile App
10 1 (0.31%) Neural Network
10 1 (0.31%) Reinsurance
10 1 (0.31%) Smart Energy
10 1 (0.31%) Taxonomies
Operating Systems
1 25 (7.72%) Linux
2 3 (0.93%) Windows
3 2 (0.62%) Unix
Processes & Methodologies
1 235 (72.53%) Business Intelligence
2 212 (65.43%) ETL
3 109 (33.64%) Data Modelling
4 88 (27.16%) Agile Software Development
5 82 (25.31%) Dimensional Modelling
6 67 (20.68%) Analytics
7 51 (15.74%) Inmon Methodology
8 37 (11.42%) ETL Development
9 33 (10.19%) Data Management
10 30 (9.26%) Continuous Integration
11 22 (6.79%) Data Analysis
11 22 (6.79%) Logical Data Model
11 22 (6.79%) Physical Data Model
11 22 (6.79%) Stakeholder Management
12 21 (6.48%) E-Commerce
13 18 (5.56%) Data Visualisation
14 17 (5.25%) Migration
14 17 (5.25%) SDLC
15 15 (4.63%) Master Data Management
15 15 (4.63%) Scrum
Programming Languages
1 204 (62.96%) SQL
2 78 (24.07%) T-SQL
3 32 (9.88%) Java
4 21 (6.48%) PL/SQL
5 14 (4.32%) C#
6 8 (2.47%) C
6 8 (2.47%) JavaScript
6 8 (2.47%) VB
7 7 (2.16%) PHP
8 5 (1.54%) R
9 3 (0.93%) Python
9 3 (0.93%) VBA
10 2 (0.62%) Data Analysis Expressions (DAX)
11 1 (0.31%) C++
11 1 (0.31%) PowerShell
11 1 (0.31%) VB.NET
Qualifications
1 16 (4.94%) Degree
2 11 (3.40%) Security Cleared
3 6 (1.85%) Microsoft Certification
3 6 (1.85%) SC Cleared
4 5 (1.54%) ISEB
4 5 (1.54%) MCSA
4 5 (1.54%) MCSE
5 1 (0.31%) ISTQB
5 1 (0.31%) MCP
Quality Assurance & Compliance
1 30 (9.26%) Data Quality
2 7 (2.16%) Solvency II
3 5 (1.54%) QA
4 3 (0.93%) Disclosure Scotland
5 2 (0.62%) GCP
6 1 (0.31%) GAAP
System Software
1 1 (0.31%) HDFS
1 1 (0.31%) Virtual Machines
Systems Management
1 5 (1.54%) Ambari
2 2 (0.62%) Control-M
3 1 (0.31%) HP Quality Center
Vendors
1 95 (29.32%) Microsoft
2 56 (17.28%) Oracle
3 35 (10.80%) Informatica
4 32 (9.88%) Cognos
4 32 (9.88%) Tableau
5 30 (9.26%) Talend
6 24 (7.41%) Vertica
7 13 (4.01%) SAP
8 9 (2.78%) Salesforce.com
9 8 (2.47%) Dell
9 8 (2.47%) IBM
10 7 (2.16%) MicroStrategy
11 5 (1.54%) Embarcadero
11 5 (1.54%) hybris
11 5 (1.54%) Netezza
12 4 (1.23%) Teradata
13 2 (0.62%) Google
13 2 (0.62%) Rally
13 2 (0.62%) Sybase
14 1 (0.31%) Sage
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