Period
to 18 February 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 18 February 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
18 Feb 2018
Same period 2017 Same period 2016
Rank 209 214 198
Rank change year-on-year +5 -16 +58
Contract jobs citing Kimball Methodology 37 20 34
As % of all contract IT jobs advertised in the City of London 0.53% 0.33% 0.50%
As % of the Processes & Methodologies category 0.60% 0.38% 0.58%
Number of daily rates quoted 33 15 29
City of London median daily rate £500 £475 £450
Median daily rate % change year-on-year +5.26% +5.56% +4.65%
10th Percentile £413 £318 £375
90th Percentile £675 £541 £544
Central London median daily rate £475 £475 £450
% change year-on-year - +5.56% +4.65%
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 6,142 5,332 5,820
As % of all contract IT jobs advertised in the City of London 87.63% 87.07% 86.25%
Number of daily rates quoted 4,902 4,236 4,657
City of London median daily rate £505 £488 £475
Median daily rate % change year-on-year +3.59% +2.63% +5.56%
10th Percentile £334 £313 £293
90th Percentile £688 £675 £650
Central London median daily rate £500 £475 £463
% change year-on-year +5.26% +2.70% +2.78%
Number of hourly rates quoted 70 53 61
City of London median hourly rate £18.70 £20.50 £21.13
Median hourly rate % change year-on-year -8.78% -2.98% +11.21%
10th Percentile £11.60 £13.55 £12.04
90th Percentile £37.38 £55.00 £51.25
Central London median hourly rate £20.00 £19.46 £21.13
% change year-on-year +2.77% -7.90% +18.21%

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 18 February 2018.

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

For the 6 months to 18 February 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 36 (97.30%) SQL
2 32 (86.49%) Data Warehouse
2 32 (86.49%) Business Intelligence
3 27 (72.97%) ETL
4 25 (67.57%) SQL Server Integration Services
5 24 (64.86%) Microsoft
6 22 (59.46%) SQL Server
7 21 (56.76%) SQL Server Analysis Services
8 17 (45.95%) Data Modelling
8 17 (45.95%) SQL Server Reporting Services
9 16 (43.24%) Dimensional Modelling
10 14 (37.84%) Finance
11 13 (35.14%) Agile Software Development
11 13 (35.14%) OLAP
12 10 (27.03%) ETL Development
12 10 (27.03%) Power BI
13 8 (21.62%) T-SQL
13 8 (21.62%) Tableau
14 7 (18.92%) Analytical Skills
14 7 (18.92%) SQL Server 2016
15 6 (16.22%) SDLC
15 6 (16.22%) PL/SQL
15 6 (16.22%) Oracle
15 6 (16.22%) XML
15 6 (16.22%) Informatica
16 5 (13.51%) IBM
16 5 (13.51%) Cognos
16 5 (13.51%) Unix
16 5 (13.51%) Linux
16 5 (13.51%) Migration

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 (10.81%) SAS
2 3 (8.11%) SharePoint
3 2 (5.41%) Apache Spark
Applications
1 4 (10.81%) MS Visio
Cloud Services
1 5 (13.51%) Microsoft Azure
2 2 (5.41%) Amazon AWS
2 2 (5.41%) Cloud Computing
2 2 (5.41%) GitHub
2 2 (5.41%) PaaS
2 2 (5.41%) SaaS
Database & Business Intelligence
1 32 (86.49%) Data Warehouse
2 25 (67.57%) SQL Server Integration Services
3 22 (59.46%) SQL Server
4 21 (56.76%) SQL Server Analysis Services
5 17 (45.95%) SQL Server Reporting Services
6 13 (35.14%) OLAP
7 10 (27.03%) Power BI
8 7 (18.92%) SQL Server 2016
9 5 (13.51%) IBM PureData
9 5 (13.51%) SQL Server 2008
10 4 (10.81%) Enterprise Data Warehouse
10 4 (10.81%) Oracle BI EE
10 4 (10.81%) Oracle Discoverer
10 4 (10.81%) Oracle OLAP
10 4 (10.81%) Snowflake Schema
11 3 (8.11%) Azure SQL Database
11 3 (8.11%) BusinessObjects
11 3 (8.11%) QlikView
11 3 (8.11%) SQL Server 2012
11 3 (8.11%) Star Schema
Development Applications
1 4 (10.81%) ERwin
2 3 (8.11%) Visual Studio
3 2 (5.41%) Jenkins
3 2 (5.41%) Subversion
3 2 (5.41%) Toad
4 1 (2.70%) Team Foundation Server
General
1 14 (37.84%) Finance
2 4 (10.81%) Banking
3 2 (5.41%) Advertising
3 2 (5.41%) Investment Banking
4 1 (2.70%) Law
4 1 (2.70%) Retail
Job Titles
1 23 (62.16%) Developer
2 17 (45.95%) Business Intelligence Developer
3 15 (40.54%) SSIS Developer
4 11 (29.73%) SSAS Developer
5 10 (27.03%) SSRS Developer
6 9 (24.32%) SQL Developer
7 7 (18.92%) SQL BI Developer
8 5 (13.51%) Business Intelligence Lead
8 5 (13.51%) Team Leader
9 4 (10.81%) Business Developer
9 4 (10.81%) Data Modeller
10 3 (8.11%) Microsoft BI Developer
10 3 (8.11%) Microsoft Developer
10 3 (8.11%) Power BI Developer
10 3 (8.11%) Tableau Developer
11 2 (5.41%) Agile Developer
11 2 (5.41%) AWS Engineer
11 2 (5.41%) Data Engineer
11 2 (5.41%) Linux Developer
11 2 (5.41%) Netezza Developer
Libraries, Frameworks & Software Standards
1 6 (16.22%) XML
2 3 (8.11%) MDX
3 2 (5.41%) JSON
3 2 (5.41%) SOAP
3 2 (5.41%) Web Services
3 2 (5.41%) XSD
Miscellaneous
1 7 (18.92%) Analytical Skills
2 5 (13.51%) Reinsurance
3 4 (10.81%) Market Risk
4 3 (8.11%) Greenfield Project
5 2 (5.41%) Data Structures
6 1 (2.70%) Digital Media
Operating Systems
1 5 (13.51%) Linux
1 5 (13.51%) Unix
Processes & Methodologies
1 32 (86.49%) Business Intelligence
2 27 (72.97%) ETL
3 17 (45.95%) Data Modelling
4 16 (43.24%) Dimensional Modelling
5 13 (35.14%) Agile Software Development
6 10 (27.03%) ETL Development
7 6 (16.22%) SDLC
8 5 (13.51%) IT Strategy
8 5 (13.51%) Migration
8 5 (13.51%) Scrum
9 4 (10.81%) Data Analysis
9 4 (10.81%) Data Architecture
9 4 (10.81%) Data Mapping
9 4 (10.81%) Performance Tuning
9 4 (10.81%) UML
10 3 (8.11%) Data Extraction
10 3 (8.11%) Data Migration
10 3 (8.11%) Predictive Modelling
10 3 (8.11%) Release Management
10 3 (8.11%) Visualisation
Programming Languages
1 36 (97.30%) SQL
2 8 (21.62%) T-SQL
3 6 (16.22%) PL/SQL
4 3 (8.11%) Shell Script
5 2 (5.41%) Python
5 2 (5.41%) R
5 2 (5.41%) SAS Macro
Qualifications
1 5 (13.51%) Degree
2 2 (5.41%) Computer Science Degree
Quality Assurance & Compliance
1 5 (13.51%) QA
Systems Management
1 2 (5.41%) Control-M
1 2 (5.41%) Rundeck
Vendors
1 24 (64.86%) Microsoft
2 8 (21.62%) Tableau
3 6 (16.22%) Informatica
3 6 (16.22%) Oracle
4 5 (13.51%) Cognos
4 5 (13.51%) IBM
4 5 (13.51%) Netezza
5 2 (5.41%) BMC
5 2 (5.41%) Salesforce.com
5 2 (5.41%) Vertica