Period
to 24 November 2017

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 24 November 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.

The Kimball Lifecycle
Central London > City of London
6 months to
24 Nov 2017
Same period 2016 Same period 2015
Rank 194 214 211
Rank change year-on-year +20 -3 +48
Contract jobs citing Kimball Methodology 47 26 60
As % of all contract IT jobs advertised in the City of London 0.66% 0.39% 0.66%
As % of the Processes & Methodologies category 0.74% 0.45% 0.79%
Number of daily rates quoted 43 20 46
City of London median daily rate £475 £469 £450
Median daily rate % change year-on-year +1.33% +4.17% +2.86%
10th Percentile £401 £312 £381
90th Percentile £675 £630 £544
Central London median daily rate £474 £469 £450
% change year-on-year +1.07% +4.17% +2.86%
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 6319 5832 7631
As % of all contract IT jobs advertised in the City of London 88.37% 87.48% 83.96%
Number of daily rates quoted 5024 4654 6069
City of London median daily rate £511 £475 £465
Median daily rate % change year-on-year +7.63% +2.15% +3.33%
10th Percentile £325 £318 £288
90th Percentile £688 £675 £650
Central London median daily rate £500 £475 £460
% change year-on-year +5.26% +3.26% +3.37%
Number of hourly rates quoted 58 53 74
City of London median hourly rate £20.25 £20.00 £21.13
Median hourly rate % change year-on-year +1.25% -5.33% +11.18%
10th Percentile £13.34 £13.55 £10.91
90th Percentile £32.36 £54.03 £45.15
Central London median hourly rate £20.86 £19.00 £21.00
% change year-on-year +9.80% -9.52% +16.67%

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 24 November 2017.

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

For the 6 months to 24 November 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 across the City of London region with a requirement for Kimball Methodology.

1 42 (89.36%) Data Warehouse
2 39 (82.98%) SQL
3 38 (80.85%) Business Intelligence
4 35 (74.47%) SQL Server Integration Services
5 34 (72.34%) ETL
6 28 (59.57%) SQL Server
7 27 (57.45%) Microsoft
7 27 (57.45%) SQL Server Analysis Services
8 23 (48.94%) SQL Server Reporting Services
8 23 (48.94%) Data Modelling
9 21 (44.68%) Finance
10 19 (40.43%) T-SQL
10 19 (40.43%) Dimensional Modelling
11 16 (34.04%) Power BI
12 13 (27.66%) Agile Software Development
12 13 (27.66%) OLAP
13 11 (23.40%) SQL Server 2016
14 8 (17.02%) Data Analysis
14 8 (17.02%) MDX
14 8 (17.02%) Tableau
15 7 (14.89%) Analytical Skills
15 7 (14.89%) Logical Data Model
15 7 (14.89%) SDLC
15 7 (14.89%) ETL Development
16 6 (12.77%) PowerPivot
16 6 (12.77%) IT Strategy
16 6 (12.77%) SQL Server 2014
16 6 (12.77%) SQL Server 2008
16 6 (12.77%) Microsoft Azure
16 6 (12.77%) 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 4 (8.51%) SAS
2 2 (4.26%) Apache Spark
2 2 (4.26%) SharePoint
Applications
1 4 (8.51%) MS Visio
2 3 (6.38%) Microsoft Excel
Business Applications
1 1 (2.13%) Dynamics AX
Cloud Services
1 6 (12.77%) Microsoft Azure
2 3 (6.38%) Amazon AWS
3 2 (4.26%) Cloud Computing
3 2 (4.26%) GitHub
3 2 (4.26%) PaaS
3 2 (4.26%) SaaS
4 1 (2.13%) Data Lake Analytics
Database & Business Intelligence
1 42 (89.36%) Data Warehouse
2 35 (74.47%) SQL Server Integration Services
3 28 (59.57%) SQL Server
4 27 (57.45%) SQL Server Analysis Services
5 23 (48.94%) SQL Server Reporting Services
6 16 (34.04%) Power BI
7 13 (27.66%) OLAP
8 11 (23.40%) SQL Server 2016
9 6 (12.77%) PowerPivot
9 6 (12.77%) SQL Server 2008
9 6 (12.77%) SQL Server 2014
10 5 (10.64%) QlikView
10 5 (10.64%) SQL Server 2012
11 4 (8.51%) Oracle BI EE
11 4 (8.51%) Oracle Discoverer
11 4 (8.51%) Oracle OLAP
11 4 (8.51%) Snowflake Schema
12 3 (6.38%) Azure SQL Database
12 3 (6.38%) BusinessObjects
12 3 (6.38%) Star Schema
Development Applications
1 4 (8.51%) ERwin
2 3 (6.38%) Subversion
3 2 (4.26%) Jenkins
3 2 (4.26%) Toad
3 2 (4.26%) Visual Studio
4 1 (2.13%) Team Foundation Server
General
1 21 (44.68%) Finance
2 5 (10.64%) Banking
3 4 (8.51%) Legal
4 3 (6.38%) Advertising
4 3 (6.38%) Investment Banking
5 2 (4.26%) Retail
6 1 (2.13%) Law
Job Titles
1 28 (59.57%) Developer
2 22 (46.81%) Business Intelligence Developer
3 15 (31.91%) SSIS Developer
4 12 (25.53%) SSAS Developer
4 12 (25.53%) SSRS Developer
5 9 (19.15%) SQL Developer
6 6 (12.77%) Business Intelligence Lead
6 6 (12.77%) SQL BI Developer
6 6 (12.77%) Team Leader
7 5 (10.64%) Power BI Developer
8 4 (8.51%) Business Developer
8 4 (8.51%) Data Modeller
8 4 (8.51%) Data Warehouse Developer
8 4 (8.51%) Microsoft BI Developer
8 4 (8.51%) Microsoft Developer
9 3 (6.38%) Analyst
9 3 (6.38%) Business Analyst
9 3 (6.38%) Consultant
9 3 (6.38%) Data Analyst
9 3 (6.38%) Data Consultant
Libraries, Frameworks & Software Standards
1 8 (17.02%) MDX
2 5 (10.64%) XML
3 3 (6.38%) COM
4 2 (4.26%) JSON
4 2 (4.26%) SOAP
4 2 (4.26%) XSD
5 1 (2.13%) .NET
5 1 (2.13%) Web Services
Miscellaneous
1 7 (14.89%) Analytical Skills
2 5 (10.64%) Reinsurance
3 4 (8.51%) Greenfield Project
3 4 (8.51%) Market Risk
4 2 (4.26%) Data Structures
5 1 (2.13%) Digital Media
5 1 (2.13%) NHS
Operating Systems
1 4 (8.51%) Linux
2 3 (6.38%) Unix
Processes & Methodologies
1 38 (80.85%) Business Intelligence
2 34 (72.34%) ETL
3 23 (48.94%) Data Modelling
4 19 (40.43%) Dimensional Modelling
5 13 (27.66%) Agile Software Development
6 8 (17.02%) Data Analysis
7 7 (14.89%) ETL Development
7 7 (14.89%) Logical Data Model
7 7 (14.89%) SDLC
8 6 (12.77%) IT Strategy
8 6 (12.77%) Scrum
9 5 (10.64%) Data Architecture
9 5 (10.64%) Migration
9 5 (10.64%) Physical Data Model
10 4 (8.51%) Analytics
10 4 (8.51%) Data Mapping
10 4 (8.51%) UML
11 3 (6.38%) Business Analysis
11 3 (6.38%) Kanban
11 3 (6.38%) Unit Testing
Programming Languages
1 39 (82.98%) SQL
2 19 (40.43%) T-SQL
3 6 (12.77%) PL/SQL
4 5 (10.64%) Data Analysis Expressions (DAX)
5 3 (6.38%) R
6 2 (4.26%) Python
6 2 (4.26%) SAS Macro
6 2 (4.26%) Shell Script
7 1 (2.13%) C#
Qualifications
1 5 (10.64%) Degree
2 2 (4.26%) Computer Science Degree
Quality Assurance & Compliance
1 4 (8.51%) QA
2 1 (2.13%) SLA
Systems Management
1 2 (4.26%) Control-M
1 2 (4.26%) Rundeck
Vendors
1 27 (57.45%) Microsoft
2 8 (17.02%) Tableau
3 6 (12.77%) Informatica
3 6 (12.77%) Oracle
4 5 (10.64%) Cognos
5 4 (8.51%) MicroStrategy
6 3 (6.38%) IBM
6 3 (6.38%) Netezza
7 2 (4.26%) BMC
7 2 (4.26%) Salesforce.com
7 2 (4.26%) Vertica
8 1 (2.13%) Cisco