The following table provides summary statistics for contract job vacancies 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 24 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.

3 months to
24 Mar 2017
Same period 2016 Same period 2015
The Kimball Lifecycle
UK
Rank 506 511 497
Rank change year-on-year +5 -14  
Contract jobs citing Kimball Methodology 90 131 124
As % of all contract IT jobs advertised in the UK 0.20% 0.25% 0.24%
As % of the Processes & Methodologies category 0.24% 0.30% 0.30%
Number of daily rates quoted 74 108 97
Median daily rate £450 £425 £425
Median daily rate % change year-on-year +5.88% -  
90% offered a daily rate of more than £300 £350 £300
10% offered a daily rate of more than £525 £558 £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 with a requirement for process and methodology skills.

Contract Process & Methodology Skills
UK
Contract job vacancies with a requirement for process and methodology skills 37647 43912 41983
As % of all contract IT job vacancies advertised in the UK 83.11% 82.85% 79.79%
Number of daily rates quoted 24815 28793 26009
Median daily rate £450 £425 £420
Median daily rate % change year-on-year +5.88% +1.19%  
90% offered a daily rate of more than £300 £300 £275
10% offered a daily rate of more than £600 £600 £575
UK excluding London median daily rate £410 £400 £400
% change year-on-year +2.50% -  
Number of hourly rates quoted 953 1109 1205
Median hourly rate £35.00 £37.50 £28.19
Median hourly rate % change year-on-year -6.66% +33.02%  
90% offered a hourly rate of more than £13.00 £13.00 £12.10
10% offered a hourly rate of more than £53.00 £55.00 £49.50
UK excluding London median hourly rate £36.00 £39.00 £30.00
% change year-on-year -7.69% +30.00%  

Kimball Methodology
Job Vacancy Trend

The job posting trend of jobs advertised 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 UK

Kimball Methodology
Contractor Daily Rate Trend

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

Contractor daily rate trend for Kimball Methodology in the UK

Kimball Methodology
Contractor Daily Rate Histogram

The daily rate distribution of IT jobs citing Kimball Methodology over the 3 months to 24 March 2017.

Contractor daily rate histogram for Kimball Methodology in the UK

Kimball Methodology
Contractor Hourly Rate Trend

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

Contractor hourly rate trend for Kimball Methodology 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 24 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
England -6 85 £450 +5.88% 34
London +13 36 £500 +8.10% 15
South East +23 16 £451 +6.17% 1
Yorkshire +11 7 £400 +14.28% 2
West Midlands +6 7 £388 -29.54% 2
South West -6 7 £350 -26.31% 2
North West +29 6 £406 -10.12% 6
Berkshire +24 6 £350 -
Oxfordshire -11 6 £464 +3.05%
Birmingham +1 5 £394 +6.41% 1
City of London +1 5 £475 +2.70% 6
West Yorkshire +13 4 £381 -15.27% 2
Cheshire +32 3 £419 -1.47% 3
Reading +22 3 £350 -
Oxford -7 3 £475 +5.55%
East Midlands -14 3 £300 -28.35% 2
Somerset - 3 £325 - 1
Warrington +30 2 £388 - 1
Leeds +8 2 £381 -15.27% 2
Nottingham +6 2 £300 -36.84%
Gloucestershire +5 2 £313 -33.51%
Nottinghamshire +4 2 £300 -36.84%
Hertfordshire +3 2 £338 -15.62%
East of England -4 2 £338 -10.00% 4
South Yorkshire -6 2 £375 +15.38%
Bath - 2 £325 - 1
Edinburgh +19 1 - -
Scotland +17 1 - -
York +12 1 £400 -11.11%
Hampshire +9 1 £375 -16.66%

Kimball Methodology
Top 30 Related IT Skills

For the 6 months to 24 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 with a requirement for Kimball Methodology.

1 195 (87.84%) Data Warehouse
2 168 (75.68%) Business Intelligence
3 165 (74.32%) SQL
4 150 (67.57%) SQL Server
5 144 (64.86%) SQL Server Integration Services
6 135 (60.81%) ETL
7 119 (53.60%) SQL Server Reporting Services
8 113 (50.90%) SQL Server Analysis Services
9 90 (40.54%) Microsoft
10 66 (29.73%) Agile Software Development
11 65 (29.28%) T-SQL
12 62 (27.93%) SQL Server 2012
13 58 (26.13%) Finance
14 55 (24.77%) Oracle
14 55 (24.77%) Data Modelling
15 47 (21.17%) SQL Server 2014
16 42 (18.92%) Dimensional Modelling
17 32 (14.41%) SQL Server 2016
17 32 (14.41%) Power BI
17 32 (14.41%) Tableau
18 31 (13.96%) Analytics
19 30 (13.51%) C#
20 29 (13.06%) OLAP
20 29 (13.06%) MDX
20 29 (13.06%) Oracle Database
21 28 (12.61%) Performance Tuning
22 25 (11.26%) Talend
22 25 (11.26%) Relational Database
22 25 (11.26%) Talend Open Studio
22 25 (11.26%) QlikView

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 (5.41%) SharePoint
2 4 (1.80%) Adobe Experience Manager
3 3 (1.35%) Apache Spark
3 3 (1.35%) SAS
4 1 (0.45%) Apache
4 1 (0.45%) ArcGIS
4 1 (0.45%) GeoServer
4 1 (0.45%) Luigi
4 1 (0.45%) Oracle Workflow
4 1 (0.45%) SharePoint Server
Applications
1 20 (9.01%) MS Excel
2 4 (1.80%) MS Visio
3 3 (1.35%) MS Office
3 3 (1.35%) S-PLUS
Business Applications
1 4 (1.80%) Adobe Campaign
2 3 (1.35%) Cognos Business Intelligence
2 3 (1.35%) SAP Oil and Gas
3 2 (0.90%) Dynamics CRM
3 2 (0.90%) Oracle ERP
4 1 (0.45%) Markit EDM
Cloud Services
1 24 (10.81%) Microsoft Azure
2 10 (4.50%) Data Lake Analytics
3 9 (4.05%) Amazon AWS
3 9 (4.05%) IaaS
3 9 (4.05%) PaaS
4 4 (1.80%) Adobe Analytics
4 4 (1.80%) Boomi
5 1 (0.45%) SaaS
Communications & Networking
1 5 (2.25%) FTP
Database & Business Intelligence
1 195 (87.84%) Data Warehouse
2 150 (67.57%) SQL Server
3 144 (64.86%) SQL Server Integration Services
4 119 (53.60%) SQL Server Reporting Services
5 113 (50.90%) SQL Server Analysis Services
6 62 (27.93%) SQL Server 2012
7 47 (21.17%) SQL Server 2014
8 32 (14.41%) Power BI
8 32 (14.41%) SQL Server 2016
9 29 (13.06%) OLAP
9 29 (13.06%) Oracle Database
10 25 (11.26%) QlikView
10 25 (11.26%) Relational Database
11 24 (10.81%) SQL Server 2008
12 21 (9.46%) Star Schema
13 19 (8.56%) OLAP Cube
14 16 (7.21%) Big Data
14 16 (7.21%) BusinessObjects
14 16 (7.21%) Microsoft Analysis Services
15 13 (5.86%) Azure SQL Database
Development Applications
1 25 (11.26%) Talend Open Studio
2 18 (8.11%) Team Foundation Server
3 10 (4.50%) Jenkins
4 7 (3.15%) JIRA
4 7 (3.15%) Sonatype Nexus
4 7 (3.15%) Visual Studio
5 6 (2.70%) Git (software)
6 4 (1.80%) Toad
7 3 (1.35%) ERwin
7 3 (1.35%) PowerBuilder
7 3 (1.35%) Subversion
8 2 (0.90%) VSS/SourceSafe
9 1 (0.45%) SQL Server Management Studio (SSMS)
General
1 58 (26.13%) Finance
2 15 (6.76%) Banking
3 10 (4.50%) Marketing
4 7 (3.15%) Publishing
5 6 (2.70%) Legal
6 5 (2.25%) Retail
7 4 (1.80%) Manufacturing
7 4 (1.80%) Telecoms
8 3 (1.35%) Electronics
9 2 (0.90%) Investment Banking
9 2 (0.90%) Law
10 1 (0.45%) Advertising
10 1 (0.45%) Back Office
10 1 (0.45%) Front Office
10 1 (0.45%) Pharmaceutical
Job Titles
1 160 (72.07%) Developer
2 66 (29.73%) Business Intelligence Developer
3 65 (29.28%) SQL Developer
4 60 (27.03%) Data Warehouse Developer
5 58 (26.13%) ETL Developer
6 57 (25.68%) SSIS Developer
7 36 (16.22%) SSRS Developer
8 27 (12.16%) SSAS Developer
9 25 (11.26%) SQL BI Developer
10 22 (9.91%) SQL Server Developer
11 21 (9.46%) Architect
12 19 (8.56%) Consultant
13 16 (7.21%) Data Architect
14 15 (6.76%) Business Developer
15 12 (5.41%) Microsoft BI Developer
15 12 (5.41%) Microsoft Developer
16 11 (4.95%) SQL Server BI Developer
16 11 (4.95%) SQL Server Data Warehouse Developer
17 10 (4.50%) Business Intelligence Consultant
18 9 (4.05%) Business Intelligence Lead
Libraries, Frameworks & Software Standards
1 29 (13.06%) MDX
2 22 (9.91%) .NET
3 14 (6.31%) XML
4 11 (4.95%) RESTful
5 10 (4.50%) SOAP
6 8 (3.60%) JSON
7 7 (3.15%) Java EE
7 7 (3.15%) XML Schema
8 5 (2.25%) REST
9 4 (1.80%) HTML
10 3 (1.35%) ASP.NET
10 3 (1.35%) J2EE
10 3 (1.35%) JSP
11 2 (0.90%) Kafka
11 2 (0.90%) Web Services
12 1 (0.45%) .NET Framework
12 1 (0.45%) CSS
12 1 (0.45%) PostGIS
Miscellaneous
1 18 (8.11%) Analytical Skills
2 12 (5.41%) NHS
3 10 (4.50%) Computer Science
4 4 (1.80%) Management Information System
5 3 (1.35%) Data Protection Act
5 3 (1.35%) Foreign Exchange (FX)
6 2 (0.90%) Credit Risk
6 2 (0.90%) Freedom of Information
6 2 (0.90%) Freedom of Information Act
6 2 (0.90%) Reference Data
7 1 (0.45%) Data Structures
7 1 (0.45%) Fintech
7 1 (0.45%) iSeries
7 1 (0.45%) Private Cloud
Operating Systems
1 9 (4.05%) Unix
2 4 (1.80%) Windows
3 2 (0.90%) Linux
Processes & Methodologies
1 168 (75.68%) Business Intelligence
2 135 (60.81%) ETL
3 66 (29.73%) Agile Software Development
4 55 (24.77%) Data Modelling
5 42 (18.92%) Dimensional Modelling
6 31 (13.96%) Analytics
7 28 (12.61%) Performance Tuning
8 19 (8.56%) Scrum
9 16 (7.21%) Inmon Methodology
9 16 (7.21%) Waterfall
10 15 (6.76%) Data Management
10 15 (6.76%) Migration
11 14 (6.31%) Stakeholder Management
12 13 (5.86%) ETL Development
13 12 (5.41%) Data Integration
13 12 (5.41%) SDLC
14 11 (4.95%) Continuous Integration
14 11 (4.95%) Data Migration
14 11 (4.95%) TDD
14 11 (4.95%) Unit Testing
Programming Languages
1 165 (74.32%) SQL
2 65 (29.28%) T-SQL
3 30 (13.51%) C#
4 22 (9.91%) Java
5 19 (8.56%) PL/SQL
6 7 (3.15%) R
7 6 (2.70%) Data Analysis Expressions (DAX)
7 6 (2.70%) VB
8 5 (2.25%) C
9 4 (1.80%) JavaScript
9 4 (1.80%) Shell Script
9 4 (1.80%) VB.NET
10 3 (1.35%) C++
10 3 (1.35%) MATLAB
10 3 (1.35%) PowerShell
11 2 (0.90%) Python
11 2 (0.90%) Scala
11 2 (0.90%) VBA
12 1 (0.45%) Bash Shell
Qualifications
1 14 (6.31%) Security Cleared
2 12 (5.41%) Degree
3 9 (4.05%) SC Cleared
4 3 (1.35%) ISEB
4 3 (1.35%) ISTQB
5 1 (0.45%) BPSS Clearance
5 1 (0.45%) HNC
5 1 (0.45%) HND
5 1 (0.45%) ITIL Certification
5 1 (0.45%) MCSA
5 1 (0.45%) MCSE
5 1 (0.45%) Microsoft Certification
Quality Assurance & Compliance
1 5 (2.25%) QA
2 3 (1.35%) ISO 9000
3 2 (0.90%) Basel II
3 2 (0.90%) Data Quality
3 2 (0.90%) Disclosure Scotland
3 2 (0.90%) Sarbanes-Oxley
4 1 (0.45%) IFRS
4 1 (0.45%) IFRS 9
4 1 (0.45%) Solvency II
System Software
1 9 (4.05%) Virtual Machines
2 2 (0.90%) HDFS
Systems Management
1 5 (2.25%) Control-M
2 2 (0.90%) Hadoop YARN
Vendors
1 90 (40.54%) Microsoft
2 55 (24.77%) Oracle
3 32 (14.41%) Tableau
4 25 (11.26%) Talend
5 16 (7.21%) Cognos
5 16 (7.21%) Informatica
6 15 (6.76%) Teradata
7 12 (5.41%) SAP
8 7 (3.15%) MicroStrategy
9 5 (2.25%) Netezza
9 5 (2.25%) Salesforce.com
10 4 (1.80%) Adobe
10 4 (1.80%) Cisco
10 4 (1.80%) Dell
10 4 (1.80%) Vertica
11 3 (1.35%) BMC
11 3 (1.35%) IBM
11 3 (1.35%) Siebel
12 2 (0.90%) IDERA
12 2 (0.90%) RedGate
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