Period
to 19 August 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 19 August 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
19 Aug 2018
Same period 2017 Same period 2016
Rank 229 215 217
Rank change year-on-year -14 +2 +15
Contract jobs citing Kimball Methodology 18 25 30
As % of all contract IT jobs advertised in the City of London 0.26% 0.38% 0.44%
As % of the Processes & Methodologies category 0.30% 0.42% 0.51%
Number of daily rates quoted 17 23 25
City of London median daily rate £438 £460 £450
Median daily rate % change year-on-year -4.89% +2.22% -1.37%
10th Percentile £398 £378 £365
90th Percentile £530 £585 £560
Central London median daily rate £438 £461 £450
% change year-on-year -5.15% +2.50% -2.70%
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 6,101 5,917 5,938
As % of all contract IT jobs advertised in the City of London 87.27% 88.88% 87.84%
Number of daily rates quoted 4,830 4,577 4,778
City of London median daily rate £513 £500 £475
Median daily rate % change year-on-year +2.50% +5.26% +5.56%
10th Percentile £327 £325 £313
90th Percentile £688 £675 £650
Central London median daily rate £500 £500 £475
% change year-on-year - +5.26% +5.56%
Number of hourly rates quoted 107 55 43
City of London median hourly rate £18.70 £20.54 £20.00
Median hourly rate % change year-on-year -8.96% +2.70% -5.33%
10th Percentile £13.29 £13.33 £11.25
90th Percentile £28.55 £31.20 £46.31
Central London median hourly rate £18.70 £19.00 £20.00
% change year-on-year -1.58% -5.00% -4.76%

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 19 August 2018.

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

Kimball Methodology
Contract Job Locations in the City of London

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 City of London region over the 6 months to 19 August 2018. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
London Bridge - 1 £400 -
Kimball Methodology
Central London

For the 6 months to 19 August 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 18 (100.00%) Data Warehouse
2 13 (72.22%) Business Intelligence
3 12 (66.67%) ETL
3 12 (66.67%) SQL
3 12 (66.67%) SQL Server
4 10 (55.56%) SQL Server Integration Services
5 8 (44.44%) T-SQL
6 7 (38.89%) Oracle
6 7 (38.89%) Agile Software Development
6 7 (38.89%) Analytics
7 6 (33.33%) Power BI
7 6 (33.33%) Oracle Database
7 6 (33.33%) SQL Server Reporting Services
7 6 (33.33%) Finance
7 6 (33.33%) Star Schema
8 5 (27.78%) Microsoft
8 5 (27.78%) Tableau
8 5 (27.78%) Oracle Database 11g
8 5 (27.78%) SQL Server 2008
8 5 (27.78%) SQL Server 2012
9 4 (22.22%) Master Data Management
9 4 (22.22%) Inmon Methodology
9 4 (22.22%) Microsoft Azure
9 4 (22.22%) Visualisation
9 4 (22.22%) High Availability
9 4 (22.22%) Data Quality
9 4 (22.22%) Big Data
9 4 (22.22%) Performance Tuning
9 4 (22.22%) Cognos
10 3 (16.67%) Scrum

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 (11.11%) SharePoint
2 1 (5.56%) Apache
2 1 (5.56%) Apache Spark
2 1 (5.56%) Oracle Workflow
Applications
1 1 (5.56%) Microsoft Excel
Cloud Services
1 4 (22.22%) Microsoft Azure
2 1 (5.56%) Amazon AWS
2 1 (5.56%) Amazon S3
Database & Business Intelligence
1 18 (100.00%) Data Warehouse
2 12 (66.67%) SQL Server
3 10 (55.56%) SQL Server Integration Services
4 6 (33.33%) Oracle Database
4 6 (33.33%) Power BI
4 6 (33.33%) SQL Server Reporting Services
4 6 (33.33%) Star Schema
5 5 (27.78%) Oracle Database 11g
5 5 (27.78%) SQL Server 2008
5 5 (27.78%) SQL Server 2012
6 4 (22.22%) Big Data
7 3 (16.67%) SQL Server Analysis Services
8 2 (11.11%) Oracle BI EE
8 2 (11.11%) Relational Database
9 1 (5.56%) Enterprise Data Warehouse
9 1 (5.56%) Hadoop
9 1 (5.56%) Impala
9 1 (5.56%) Oracle ODI
9 1 (5.56%) Oracle OLAP
9 1 (5.56%) Pentaho
Development Applications
1 1 (5.56%) ERwin
1 1 (5.56%) Git (software)
1 1 (5.56%) Jenkins
1 1 (5.56%) Team Foundation Server
General
1 6 (33.33%) Finance
2 1 (5.56%) Banking
2 1 (5.56%) Law
2 1 (5.56%) Marketing
2 1 (5.56%) Retail
Job Titles
1 9 (50.00%) Developer
2 4 (22.22%) DBA
2 4 (22.22%) SQL DBA
3 3 (16.67%) Database Engineer
3 3 (16.67%) SQL Developer
4 2 (11.11%) Business Intelligence Developer
4 2 (11.11%) Cognos Developer
4 2 (11.11%) Consultant
4 2 (11.11%) Data Warehouse Developer
4 2 (11.11%) Data Warehouse Specialist
4 2 (11.11%) Database Developer
4 2 (11.11%) Report Developer
4 2 (11.11%) Report Specialist
4 2 (11.11%) SQL Database Developer
4 2 (11.11%) SQL Server Consultant
4 2 (11.11%) SQL Server DBA
4 2 (11.11%) Tableau Developer
5 1 (5.56%) Data Architect
5 1 (5.56%) Data Modeller
5 1 (5.56%) ETL Developer
Libraries, Frameworks & Software Standards
1 1 (5.56%) Kafka
1 1 (5.56%) LAMP
1 1 (5.56%) LAPP Stack
1 1 (5.56%) RabbitMQ
Miscellaneous
1 3 (16.67%) Analytical Skills
2 2 (11.11%) Replication
3 1 (5.56%) Data Structures
3 1 (5.56%) Virtual Team
Operating Systems
1 1 (5.56%) Linux
Processes & Methodologies
1 13 (72.22%) Business Intelligence
2 12 (66.67%) ETL
3 7 (38.89%) Agile Software Development
3 7 (38.89%) Analytics
4 4 (22.22%) High Availability
4 4 (22.22%) Inmon Methodology
4 4 (22.22%) Master Data Management
4 4 (22.22%) Performance Tuning
4 4 (22.22%) Visualisation
5 3 (16.67%) Dashboard Development
5 3 (16.67%) Data Cleansing
5 3 (16.67%) Decision-Making
5 3 (16.67%) Scrum
6 2 (11.11%) Business Analysis
6 2 (11.11%) Data Analysis
6 2 (11.11%) Data Modelling
6 2 (11.11%) ETL Development
6 2 (11.11%) Migration
6 2 (11.11%) Presales
6 2 (11.11%) Regression Testing
Programming Languages
1 12 (66.67%) SQL
2 8 (44.44%) T-SQL
3 3 (16.67%) PL/SQL
4 1 (5.56%) HiveQL
4 1 (5.56%) Java
4 1 (5.56%) Python
4 1 (5.56%) Scala
4 1 (5.56%) Shell Script
Quality Assurance & Compliance
1 4 (22.22%) Data Quality
2 1 (5.56%) GDPR
System Software
1 1 (5.56%) Docker
1 1 (5.56%) Oracle RAC
Systems Management
1 1 (5.56%) Kibana
Vendors
1 7 (38.89%) Oracle
2 5 (27.78%) Microsoft
2 5 (27.78%) Tableau
3 4 (22.22%) Cognos
4 3 (16.67%) IBM
5 2 (11.11%) Informatica
6 1 (5.56%) Cloudera
6 1 (5.56%) Splunk
6 1 (5.56%) Talend