Period
to 24 November 2017

The following table provides summary statistics for permanent job vacancies advertised in the City of London with a requirement for Kimball Methodology skills. Included is a benchmarking guide to the salaries 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.

The Kimball Lifecycle
Central London > City of London
6 months to
24 Nov 2017
Same period 2016 Same period 2015
Rank 280 243 344
Rank change year-on-year -37 +101 +23
Permanent jobs citing Kimball Methodology 46 112 80
As % of all permanent IT jobs advertised in the City of London 0.45% 0.96% 0.47%
As % of the Processes & Methodologies category 0.50% 1.08% 0.53%
Number of salaries quoted 38 110 66
City of London median annual salary £60,000 £60,000 £55,000
Median salary % change year-on-year - +9.09% -5.98%
10th Percentile £44,219 £43,750 £41,500
90th Percentile £79,750 £90,375 £64,375
Central London median annual salary £57,500 £60,000 £55,000
% change year-on-year -4.17% +9.09% -4.35%

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

All Process and Methodology Skills
City of London
Permanent vacancies with a requirement for process or methodology skills 9209 10393 15217
As % of all permanent IT jobs advertised in the City of London 90.14% 89.42% 89.17%
Number of salaries quoted 8310 9470 13192
City of London median annual salary £60,000 £60,000 £57,500
Median salary % change year-on-year - +4.35% +4.55%
10th Percentile £36,250 £35,000 £33,750
90th Percentile £95,000 £90,000 £87,500
Central London median annual salary £60,000 £57,500 £57,500
% change year-on-year +4.35% - +4.55%

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
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 in the City of London.

Salary trend for Kimball Methodology in the City of London

Kimball Methodology
Salary Histogram in the City of London

The salary distribution of IT jobs citing Kimball Methodology in the City of London over the 6 months to 24 November 2017.

Salary histogram for Kimball Methodology in the City of London

For the 6 months to 24 November 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 42 (91.30%) Business Intelligence
2 39 (84.78%) Data Warehouse
3 37 (80.43%) SQL Server
4 36 (78.26%) SQL Server Integration Services
5 31 (67.39%) SQL
5 31 (67.39%) ETL
6 29 (63.04%) SQL Server Analysis Services
7 27 (58.70%) SQL Server Reporting Services
8 24 (52.17%) Microsoft
9 19 (41.30%) T-SQL
10 15 (32.61%) Finance
11 13 (28.26%) Power BI
12 12 (26.09%) SDLC
12 12 (26.09%) SQL Server 2012
13 11 (23.91%) Data Modelling
13 11 (23.91%) Agile Software Development
13 11 (23.91%) Dimensional Modelling
14 10 (21.74%) MDX
14 10 (21.74%) Web Services
14 10 (21.74%) .NET
14 10 (21.74%) OLAP
14 10 (21.74%) Mentoring
14 10 (21.74%) Enterprise Data Warehouse
15 9 (19.57%) QlikView
16 8 (17.39%) JSON
16 8 (17.39%) Advertising
16 8 (17.39%) Tableau
17 7 (15.22%) Microsoft Azure
17 7 (15.22%) OLAP Cube
17 7 (15.22%) Time Management

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 (4.35%) SAS
1 2 (4.35%) SharePoint
2 1 (2.17%) Apache Spark
Applications
1 1 (2.17%) Microsoft Excel
1 1 (2.17%) MS Visio
Cloud Services
1 7 (15.22%) Microsoft Azure
2 1 (2.17%) Amazon AWS
2 1 (2.17%) Cloud Computing
2 1 (2.17%) GitHub
2 1 (2.17%) PaaS
2 1 (2.17%) SaaS
Database & Business Intelligence
1 39 (84.78%) Data Warehouse
2 37 (80.43%) SQL Server
3 36 (78.26%) SQL Server Integration Services
4 29 (63.04%) SQL Server Analysis Services
5 27 (58.70%) SQL Server Reporting Services
6 13 (28.26%) Power BI
7 12 (26.09%) SQL Server 2012
8 10 (21.74%) Enterprise Data Warehouse
8 10 (21.74%) OLAP
9 9 (19.57%) QlikView
10 7 (15.22%) OLAP Cube
11 6 (13.04%) WhereScape RED
12 5 (10.87%) OLTP
12 5 (10.87%) SQL Server 2008
13 4 (8.70%) PowerPivot
13 4 (8.70%) SQL Server 2016
14 3 (6.52%) Big Data
14 3 (6.52%) BusinessObjects
14 3 (6.52%) DataStage
15 2 (4.35%) Snowflake Schema
Development Applications
1 2 (4.35%) ERwin
1 2 (4.35%) Team Foundation Server
2 1 (2.17%) Jenkins
2 1 (2.17%) Subversion
2 1 (2.17%) TeamCity
2 1 (2.17%) Toad
2 1 (2.17%) Visual Studio
2 1 (2.17%) VSS/SourceSafe
General
1 15 (32.61%) Finance
2 8 (17.39%) Advertising
3 3 (6.52%) Retail
4 2 (4.35%) Back Office
5 1 (2.17%) Banking
5 1 (2.17%) Electronics
5 1 (2.17%) Legal
5 1 (2.17%) Pharmaceutical
Job Titles
1 25 (54.35%) Developer
2 10 (21.74%) Business Intelligence Developer
3 8 (17.39%) ETL Developer
3 8 (17.39%) SQL Developer
4 6 (13.04%) SSIS Developer
4 6 (13.04%) Technical Leader
5 5 (10.87%) SSAS Developer
5 5 (10.87%) SSRS Developer
6 4 (8.70%) Architect
6 4 (8.70%) Business Developer
6 4 (8.70%) Database Developer
6 4 (8.70%) Senior Business Intelligence Developer
6 4 (8.70%) Senior Developer
6 4 (8.70%) SQL Database Developer
6 4 (8.70%) T-SQL Developer
7 3 (6.52%) Data Architect
7 3 (6.52%) Data Engineer
8 2 (4.35%) Azure Developer
8 2 (4.35%) Designer
8 2 (4.35%) SQL BI Developer
Libraries, Frameworks & Software Standards
1 10 (21.74%) .NET
1 10 (21.74%) MDX
1 10 (21.74%) Web Services
2 8 (17.39%) JSON
3 3 (6.52%) XML
4 2 (4.35%) XSD
5 1 (2.17%) REST
5 1 (2.17%) RESTful
5 1 (2.17%) SOAP
5 1 (2.17%) WSDL
5 1 (2.17%) XML Messaging
Miscellaneous
1 3 (6.52%) Replication
2 2 (4.35%) Analytical Skills
2 2 (4.35%) Enterprise Software
3 1 (2.17%) Computer Science
3 1 (2.17%) Data Structures
3 1 (2.17%) Fintech
3 1 (2.17%) Greenfield Project
3 1 (2.17%) Market Risk
3 1 (2.17%) Virtual Team
Operating Systems
1 1 (2.17%) Linux
1 1 (2.17%) Windows
1 1 (2.17%) Windows Server 2008
1 1 (2.17%) Windows Server 2012
Processes & Methodologies
1 42 (91.30%) Business Intelligence
2 31 (67.39%) ETL
3 12 (26.09%) SDLC
4 11 (23.91%) Agile Software Development
4 11 (23.91%) Data Modelling
4 11 (23.91%) Dimensional Modelling
5 10 (21.74%) Mentoring
6 7 (15.22%) Time Management
7 6 (13.04%) Asset Management
7 6 (13.04%) Inmon Methodology
7 6 (13.04%) Performance Tuning
8 5 (10.87%) Data Visualisation
8 5 (10.87%) Visualisation
9 4 (8.70%) Data Architecture
9 4 (8.70%) Data Management
9 4 (8.70%) Enterprise Architecture
9 4 (8.70%) Migration
9 4 (8.70%) Project Management
9 4 (8.70%) Waterfall
10 3 (6.52%) Configuration Management
Programming Languages
1 31 (67.39%) SQL
2 19 (41.30%) T-SQL
3 7 (15.22%) PL/SQL
4 3 (6.52%) C#
5 2 (4.35%) Data Analysis Expressions (DAX)
6 1 (2.17%) PowerShell
6 1 (2.17%) Python
6 1 (2.17%) R
6 1 (2.17%) SAS Macro
Qualifications
1 1 (2.17%) ITIL Certification
Quality Assurance & Compliance
1 4 (8.70%) Data Quality
2 2 (4.35%) QA
Systems Management
1 1 (2.17%) Rundeck
Vendors
1 24 (52.17%) Microsoft
2 8 (17.39%) Tableau
3 4 (8.70%) Oracle
4 3 (6.52%) IBM
5 2 (4.35%) Cisco
5 2 (4.35%) Cognos
5 2 (4.35%) Netezza
5 2 (4.35%) SAP
6 1 (2.17%) Callidus
6 1 (2.17%) Guidewire
6 1 (2.17%) Informatica
6 1 (2.17%) Salesforce.com
6 1 (2.17%) Vertica