The table below looks at the statistics for Kimball Methodology skills in IT jobs advertised for the City of London region. Included is a guide to the salaries offered in IT jobs that have cited Kimball Methodology over the 3 months to 24 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
24 Jan 2017
Same period 2016 Same period 2015
The Kimball Lifecycle
London / City of London
Rank 178 222 278
Rank change year-on-year
+44 +56
Permanent jobs citing Kimball Methodology 54 37 39
As % of all permanent IT jobs located in the City of London 1.07% 0.58% 0.39%
As % of the Processes & Methodologies category 1.22% 0.65% 0.45%
Number of salaries quoted 52 33 38
Median salary £52,500 £53,500 £50,000
Median salary % change year-on-year
-1.86% +7.00%
90% offered a salary of more than £45,250 £52,500 £42,450
10% offered a salary of more than £65,000 £57,000 £73,250
UK excluding London median salary £50,000 £42,750 £52,500
% change year-on-year
+16.95% -18.57%

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the City of London region.

Processes & Methodologies Category
City of London
Permanent IT job ads with a match in the
Processes & Methodologies category
4419 5680 8637
As % of all permanent IT jobs located in the City of London 87.96% 88.79% 85.41%
Number of salaries quoted 4003 5094 7456
Median salary £60,000 £60,000 £57,500
Median salary % change year-on-year
- +4.34%
90% offered a salary of more than £40,000 £42,500 £38,500
10% offered a salary of more than £90,000 £82,500 £87,500
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Kimball Methodology
Jobs Demand Trend in the City of London

The demand trend of job ads across the City of London region citing Kimball Methodology as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Kimball Methodology Jobs Demand Trend in the City of London

Kimball Methodology
Salary Trend in the City of London

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Kimball Methodology across the City of London region.

Kimball Methodology Salary Trend in the City of London

Kimball Methodology
Salary Histogram in the City of London

This chart provides a salary histogram for IT jobs citing Kimball Methodology across the City of London region over the 3 months to 24 January 2017.

Kimball Methodology Salary Histogram in the City of London

Kimball Methodology
Top 30 Related IT Skills in the City of London

For the 6 months to 24 January 2017, IT 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 job ads across the City of London region with a requirement for Kimball Methodology.

1 108 (99.08%) Business Intelligence
2 96 (88.07%) SQL Server
3 95 (87.16%) SQL
4 88 (80.73%) SQL Server Integration Services
5 85 (77.98%) T-SQL
6 80 (73.39%) SQL Server Reporting Services
7 76 (69.72%) Data Warehouse
8 61 (55.96%) MDX
8 61 (55.96%) SQL Server Analysis Services
9 59 (54.13%) ETL
10 57 (52.29%) Microsoft
11 46 (42.20%) Power BI
12 37 (33.94%) Agile Software Development
12 37 (33.94%) Dimensional Modelling
12 37 (33.94%) Analytics
13 35 (32.11%) C#
13 35 (32.11%) Visualisation
14 34 (31.19%) Data Analysis Expressions (DAX)
14 34 (31.19%) .NET
14 34 (31.19%) Legal
15 32 (29.36%) Microsoft Azure
16 31 (28.44%) Relational Database
16 31 (28.44%) Cognos
17 27 (24.77%) MS Excel
18 25 (22.94%) Data Mining
18 25 (22.94%) Tableau
19 23 (21.10%) Azure SQL Database
19 23 (21.10%) Cognos Business Intelligence
19 23 (21.10%) Cognos Analysis Studio
19 23 (21.10%) Cognos Report Studio

Kimball Methodology
Top Related 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 7 (6.42%) SharePoint
2 2 (1.83%) SAS
Applications
1 27 (24.77%) MS Excel
Business Applications
1 23 (21.10%) Cognos Business Intelligence
2 16 (14.68%) Cognos Planning
3 1 (0.92%) Dynamics AX
Cloud Services
1 32 (29.36%) Microsoft Azure
2 11 (10.09%) Data Lake Analytics
Database & Business Intelligence
1 96 (88.07%) SQL Server
2 88 (80.73%) SQL Server Integration Services
3 80 (73.39%) SQL Server Reporting Services
4 76 (69.72%) Data Warehouse
5 61 (55.96%) SQL Server Analysis Services
6 46 (42.20%) Power BI
7 31 (28.44%) Relational Database
8 25 (22.94%) Data Mining
9 23 (21.10%) Azure SQL Database
9 23 (21.10%) Cognos Analysis Studio
9 23 (21.10%) Cognos Event Studio
9 23 (21.10%) Cognos Framework Manager
9 23 (21.10%) Cognos Report Studio
10 21 (19.27%) Microsoft Analysis Services
11 19 (17.43%) SQL Server 2012
11 19 (17.43%) SQL Server 2014
12 15 (13.76%) SQL Server 2008
13 13 (11.93%) Big Data
13 13 (11.93%) SQL Server 2005
14 12 (11.01%) QlikView
Development Applications
1 16 (14.68%) SQL Server Management Studio (SSMS)
2 7 (6.42%) FishEye
2 7 (6.42%) JIRA
2 7 (6.42%) Liquibase
3 1 (0.92%) Visual Studio
3 1 (0.92%) Visual Studio Tools for Office
General
1 34 (31.19%) Legal
2 22 (20.18%) Finance
3 8 (7.34%) Banking
4 5 (4.59%) Billing
5 4 (3.67%) Advertising
6 1 (0.92%) Telecoms
Job Titles
1 40 (36.70%) Developer
2 36 (33.03%) Business Intelligence Developer
3 33 (30.28%) Consultant
4 22 (20.18%) Business Intelligence Specialist
4 22 (20.18%) Cognos Specialist
5 17 (15.60%) SQL BI Developer
5 17 (15.60%) SQL Developer
5 17 (15.60%) SSAS Developer
6 14 (12.84%) Business Developer
6 14 (12.84%) Business Intelligence Consultant
6 14 (12.84%) SQL Server BI Developer
6 14 (12.84%) SQL Server Developer
7 12 (11.01%) Microsoft BI Consultant
7 12 (11.01%) Microsoft Consultant
8 11 (10.09%) SSIS Developer
8 11 (10.09%) SSRS Developer
9 10 (9.17%) Architect
9 10 (9.17%) Business Intelligence Lead
9 10 (9.17%) Data Architect
9 10 (9.17%) Data Consultant
Libraries, Frameworks & Software Standards
1 61 (55.96%) MDX
2 34 (31.19%) .NET
3 7 (6.42%) Grails
3 7 (6.42%) JRuby
4 1 (0.92%) D3.js
4 1 (0.92%) HTML
4 1 (0.92%) HTML5
4 1 (0.92%) JSON
4 1 (0.92%) Leaflet
4 1 (0.92%) Web Services
4 1 (0.92%) XML
Miscellaneous
1 35 (32.11%) Visualisation
2 6 (5.50%) Replication
3 5 (4.59%) Management Information System
4 3 (2.75%) Computer Science
5 2 (1.83%) Analytical Skills
6 1 (0.92%) User Experience
Processes & Methodologies
1 108 (99.08%) Business Intelligence
2 59 (54.13%) ETL
3 37 (33.94%) Agile Software Development
3 37 (33.94%) Analytics
3 37 (33.94%) Dimensional Modelling
4 22 (20.18%) Mentoring
4 22 (20.18%) Presales
5 19 (17.43%) ETL Development
6 16 (14.68%) Technical Architecture
7 12 (11.01%) Scrum
8 11 (10.09%) Data Modelling
9 10 (9.17%) Waterfall
10 9 (8.26%) Performance Tuning
10 9 (8.26%) SDLC
11 8 (7.34%) Migration
12 7 (6.42%) Data Analytics
12 7 (6.42%) Data Visualisation
12 7 (6.42%) OO
12 7 (6.42%) OOP
12 7 (6.42%) Project Planning
Programming Languages
1 95 (87.16%) SQL
2 85 (77.98%) T-SQL
3 35 (32.11%) C#
4 34 (31.19%) Data Analysis Expressions (DAX)
5 14 (12.84%) Java
6 7 (6.42%) C++
6 7 (6.42%) Clojure
6 7 (6.42%) Groovy
6 7 (6.42%) Jython
6 7 (6.42%) Python
6 7 (6.42%) Scala
7 6 (5.50%) VBA
8 1 (0.92%) JavaScript
8 1 (0.92%) PowerShell
Qualifications
1 8 (7.34%) Microsoft Certification
2 3 (2.75%) Degree
Quality Assurance & Compliance
1 12 (11.01%) Data Quality
2 3 (2.75%) SLA
Vendors
1 57 (52.29%) Microsoft
2 31 (28.44%) Cognos
3 25 (22.94%) Tableau
4 8 (7.34%) Oracle
5 1 (0.92%) SAP
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