Period
to 21 May 2018

The following table provides summary statistics for contract job vacancies advertised in the City of London 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 6 months to 21 May 2018 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
Central London > City of London
6 months to
21 May 2018
Same period 2017 Same period 2016
Rank 239 217 206
Rank change year-on-year -22 -11 +37
Contract jobs citing Kimball Methodology 16 11 22
As % of all contract IT jobs advertised in the City of London 0.23% 0.18% 0.34%
As % of the Processes & Methodologies category 0.26% 0.21% 0.39%
Number of daily rates quoted 14 9 19
City of London median daily rate £475 £475 £450
Median daily rate % change year-on-year - +5.56% -5.26%
10th Percentile £437 £395 £373
90th Percentile £534 £545 £545
Central London median daily rate £475 £488 £450
% change year-on-year -2.56% +8.33% -5.26%
Number of hourly rates quoted 0 0 0
City of London median hourly rate - - -
Central London median hourly rate - - -

Kimball Methodology is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in the City of London with a requirement for process or methodology skills.

All Process and Methodology Skills
City of London
Contract vacancies with a requirement for process or methodology skills 6,059 5,334 5,683
As % of all contract IT jobs advertised in the City of London 87.56% 87.26% 87.86%
Number of daily rates quoted 4,790 4,118 4,556
City of London median daily rate £505 £500 £475
Median daily rate % change year-on-year +1.00% +5.26% +5.56%
10th Percentile £338 £313 £306
90th Percentile £688 £675 £650
Central London median daily rate £500 £475 £464
% change year-on-year +5.26% +2.48% +3.00%
Number of hourly rates quoted 94 43 59
City of London median hourly rate £18.70 £18.70 £20.00
Median hourly rate % change year-on-year - -6.50% -2.18%
10th Percentile £12.01 £12.90 £11.50
90th Percentile £38.10 £29.77 £54.50
Central London median hourly rate £19.50 £16.92 £20.50
% change year-on-year +15.25% -17.46% +0.27%

Kimball Methodology
Job Vacancy Trend in the City of London

Job postings citing Kimball Methodology as a percentage of all IT jobs advertised in the City of London.

Job vacancy trend for Kimball Methodology in the City of London

Kimball Methodology
Contractor Daily Rate Trend in the City of London

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

Contractor daily rate trend for Kimball Methodology in the City of London

Kimball Methodology
Contractor Daily Rate Histogram in the City of London

The daily rate distribution of IT jobs citing Kimball Methodology in the City of London over the 6 months to 21 May 2018.

Contractor daily rate histogram for Kimball Methodology in the City of London

For the 6 months to 21 May 2018, IT contractor jobs citing Kimball Methodology also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the City of London region with a requirement for Kimball Methodology.

1 15 (93.75%) Data Warehouse
2 12 (75.00%) Business Intelligence
2 12 (75.00%) SQL
3 11 (68.75%) SQL Server
3 11 (68.75%) Microsoft
3 11 (68.75%) SQL Server Integration Services
4 10 (62.50%) SQL Server Reporting Services
5 9 (56.25%) ETL
6 7 (43.75%) SQL Server Analysis Services
6 7 (43.75%) Power BI
7 6 (37.50%) Tableau
8 5 (31.25%) Dimensional Modelling
8 5 (31.25%) Agile Software Development
9 4 (25.00%) Finance
9 4 (25.00%) IBM
9 4 (25.00%) Data Modelling
9 4 (25.00%) Oracle
9 4 (25.00%) T-SQL
9 4 (25.00%) Visualisation
9 4 (25.00%) SQL Server 2012
10 3 (18.75%) Oracle Database
10 3 (18.75%) Dashboard Development
10 3 (18.75%) ETL Development
10 3 (18.75%) Enterprise Data Warehouse
10 3 (18.75%) Analytics
10 3 (18.75%) Oracle Database 11g
10 3 (18.75%) Data Cleansing
10 3 (18.75%) Microsoft Azure
10 3 (18.75%) Linux
10 3 (18.75%) Cognos

Kimball Methodology
Co-occurring IT Skills in the City of London 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 2 (12.50%) SharePoint
2 1 (6.25%) Apache
2 1 (6.25%) Apache Spark
2 1 (6.25%) Oracle Workflow
Cloud Services
1 3 (18.75%) Microsoft Azure
2 1 (6.25%) Amazon AWS
2 1 (6.25%) Amazon S3
Database & Business Intelligence
1 15 (93.75%) Data Warehouse
2 11 (68.75%) SQL Server
2 11 (68.75%) SQL Server Integration Services
3 10 (62.50%) SQL Server Reporting Services
4 7 (43.75%) Power BI
4 7 (43.75%) SQL Server Analysis Services
5 4 (25.00%) SQL Server 2012
6 3 (18.75%) Enterprise Data Warehouse
6 3 (18.75%) Oracle Database
6 3 (18.75%) Oracle Database 11g
7 2 (12.50%) IBM PureData
7 2 (12.50%) OLAP
7 2 (12.50%) SQL Server 2005
7 2 (12.50%) SQL Server 2008
7 2 (12.50%) SQL Server 2016
7 2 (12.50%) Star Schema
8 1 (6.25%) Azure SQL Data Warehouse
8 1 (6.25%) DB2
8 1 (6.25%) MySQL
8 1 (6.25%) SQL Server 2014
Development Applications
1 1 (6.25%) Git (software)
1 1 (6.25%) Jenkins
1 1 (6.25%) Team Foundation Server
1 1 (6.25%) Visual Studio
General
1 4 (25.00%) Finance
2 2 (12.50%) Retail
3 1 (6.25%) Advertising
3 1 (6.25%) Banking
Job Titles
1 13 (81.25%) Developer
2 8 (50.00%) Business Intelligence Developer
3 6 (37.50%) SSIS Developer
4 4 (25.00%) SQL Developer
4 4 (25.00%) SSAS Developer
4 4 (25.00%) SSRS Developer
4 4 (25.00%) Tableau Developer
5 3 (18.75%) Data Warehouse Developer
6 2 (12.50%) Business Developer
6 2 (12.50%) Cognos Developer
6 2 (12.50%) Power BI Developer
6 2 (12.50%) Report Developer
6 2 (12.50%) SQL BI Developer
7 1 (6.25%) Agile Developer
7 1 (6.25%) Consultant
7 1 (6.25%) Data Engineer
7 1 (6.25%) Microsoft BI Developer
7 1 (6.25%) Netezza Developer
7 1 (6.25%) Python Engineer
7 1 (6.25%) T-SQL Developer
Libraries, Frameworks & Software Standards
1 1 (6.25%) Kafka
1 1 (6.25%) LAMP
1 1 (6.25%) LAPP Stack
1 1 (6.25%) MDX
1 1 (6.25%) RabbitMQ
1 1 (6.25%) Web Services
1 1 (6.25%) XML
Miscellaneous
1 1 (6.25%) Analytical Skills
1 1 (6.25%) Data Structures
1 1 (6.25%) Greenfield Project
1 1 (6.25%) Replication
Operating Systems
1 3 (18.75%) Linux
2 2 (12.50%) Unix
Processes & Methodologies
1 12 (75.00%) Business Intelligence
2 9 (56.25%) ETL
3 5 (31.25%) Agile Software Development
3 5 (31.25%) Dimensional Modelling
4 4 (25.00%) Data Modelling
4 4 (25.00%) Visualisation
5 3 (18.75%) Analytics
5 3 (18.75%) Dashboard Development
5 3 (18.75%) Data Cleansing
5 3 (18.75%) ETL Development
6 2 (12.50%) Migration
6 2 (12.50%) Performance Tuning
6 2 (12.50%) Scrum
7 1 (6.25%) Business Analysis
7 1 (6.25%) Data Analysis
7 1 (6.25%) Data Management
7 1 (6.25%) Data Security
7 1 (6.25%) Project Planning
7 1 (6.25%) Statistics
7 1 (6.25%) Validation
Programming Languages
1 12 (75.00%) SQL
2 4 (25.00%) T-SQL
3 2 (12.50%) Shell Script
4 1 (6.25%) HiveQL
4 1 (6.25%) Java
4 1 (6.25%) PL/SQL
4 1 (6.25%) Python
4 1 (6.25%) Scala
Qualifications
1 1 (6.25%) Degree
Quality Assurance & Compliance
1 2 (12.50%) Data Quality
2 1 (6.25%) GDPR
2 1 (6.25%) QA
System Software
1 1 (6.25%) Docker
Systems Management
1 1 (6.25%) Kibana
Vendors
1 11 (68.75%) Microsoft
2 6 (37.50%) Tableau
3 4 (25.00%) IBM
3 4 (25.00%) Oracle
4 3 (18.75%) Cognos
5 2 (12.50%) Netezza
6 1 (6.25%) Cloudera
6 1 (6.25%) Informatica
6 1 (6.25%) Splunk
6 1 (6.25%) Talend