Period
to 24 February 2018

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 February 2018 with a comparison to the same period in the previous 2 years.

The Kimball Lifecycle
Central London > City of London
6 months to
24 Feb 2018
Same period 2017 Same period 2016
Rank 267 228 304
Rank change year-on-year -39 +76 +90
Permanent jobs citing Kimball Methodology 67 105 74
As % of all permanent IT jobs advertised in the City of London 0.63% 1.00% 0.53%
As % of the Processes & Methodologies category 0.69% 1.12% 0.59%
Number of salaries quoted 58 102 63
City of London median annual salary £60,000 £53,750 £53,500
Median salary % change year-on-year +11.63% +0.47% +1.90%
10th Percentile £45,687 £43,750 £43,500
90th Percentile £81,125 £93,375 £62,500
Central London median annual salary £60,000 £57,500 £53,500
% change year-on-year +4.35% +7.48% +0.94%

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 9,732 9,371 12,591
As % of all permanent IT jobs advertised in the City of London 91.12% 89.60% 89.79%
Number of salaries quoted 8,663 8,532 11,102
City of London median annual salary £62,000 £60,000 £57,500
Median salary % change year-on-year +3.33% +4.35% +4.55%
10th Percentile £37,000 £35,775 £35,750
90th Percentile £95,000 £92,500 £90,000
Central London median annual salary £60,000 £58,000 £57,500
% change year-on-year +3.45% +0.87% +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 February 2018.

Salary histogram for Kimball Methodology in the City of London

For the 6 months to 24 February 2018, IT 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 permanent job ads across the City of London region with a requirement for Kimball Methodology.

1 58 (86.57%) Business Intelligence
2 57 (85.07%) SQL Server
3 56 (83.58%) Data Warehouse
4 51 (76.12%) ETL
5 49 (73.13%) SQL Server Integration Services
5 49 (73.13%) SQL Server Analysis Services
6 44 (65.67%) SQL
7 34 (50.75%) SQL Server Reporting Services
8 33 (49.25%) Microsoft
9 23 (34.33%) Finance
9 23 (34.33%) Power BI
10 21 (31.34%) SDLC
10 21 (31.34%) T-SQL
10 21 (31.34%) Web Services
11 20 (29.85%) .NET
11 20 (29.85%) Agile Software Development
11 20 (29.85%) SQL Server 2012
12 19 (28.36%) Enterprise Data Warehouse
12 19 (28.36%) OLAP
13 18 (26.87%) JSON
13 18 (26.87%) Mentoring
14 17 (25.37%) Time Management
15 16 (23.88%) Analytics
16 14 (20.90%) MDX
16 14 (20.90%) Star Schema
17 11 (16.42%) Data Modelling
17 11 (16.42%) Oracle
18 10 (14.93%) Dimensional Modelling
18 10 (14.93%) Inmon Methodology
19 9 (13.43%) Visualisation

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 5 (7.46%) Apache Spark
2 4 (5.97%) Apache
3 3 (4.48%) SAS
4 2 (2.99%) SharePoint
Applications
1 1 (1.49%) Microsoft Excel
1 1 (1.49%) MS Visio
Cloud Services
1 7 (10.45%) Microsoft Azure
2 1 (1.49%) Cloud Computing
2 1 (1.49%) GitHub
2 1 (1.49%) PaaS
2 1 (1.49%) SaaS
Database & Business Intelligence
1 57 (85.07%) SQL Server
2 56 (83.58%) Data Warehouse
3 49 (73.13%) SQL Server Analysis Services
3 49 (73.13%) SQL Server Integration Services
4 34 (50.75%) SQL Server Reporting Services
5 23 (34.33%) Power BI
6 20 (29.85%) SQL Server 2012
7 19 (28.36%) Enterprise Data Warehouse
7 19 (28.36%) OLAP
8 14 (20.90%) Star Schema
9 8 (11.94%) Big Data
10 7 (10.45%) QlikView
11 6 (8.96%) Oracle OLAP
11 6 (8.96%) SQL Server 2008
12 5 (7.46%) Hadoop
12 5 (7.46%) HBase
12 5 (7.46%) NoSQL
12 5 (7.46%) OLTP
12 5 (7.46%) RDBMS
12 5 (7.46%) Relational Database
Development Applications
1 5 (7.46%) ERwin
2 2 (2.99%) Subversion
2 2 (2.99%) Team Foundation Server
2 2 (2.99%) Visual Studio
3 1 (1.49%) Jenkins
3 1 (1.49%) JIRA
3 1 (1.49%) Toad
3 1 (1.49%) VSS/SourceSafe
General
1 23 (34.33%) Finance
2 9 (13.43%) Advertising
3 4 (5.97%) Banking
4 2 (2.99%) Retail
5 1 (1.49%) Back Office
5 1 (1.49%) Electronics
5 1 (1.49%) Investment Banking
5 1 (1.49%) Legal
5 1 (1.49%) Pharmaceutical
Job Titles
1 49 (73.13%) Developer
2 27 (40.30%) ETL Developer
3 24 (35.82%) Business Intelligence Developer
4 15 (22.39%) SQL Developer
4 15 (22.39%) SSIS Developer
5 13 (19.40%) SSAS Developer
5 13 (19.40%) SSRS Developer
6 11 (16.42%) T-SQL Developer
7 9 (13.43%) SQL BI Developer
8 8 (11.94%) OLAP Developer
8 8 (11.94%) SQL Server Developer
9 7 (10.45%) SQL Server BI Developer
10 5 (7.46%) Architect
10 5 (7.46%) Data Modeller
11 4 (5.97%) Business Developer
11 4 (5.97%) Database Developer
11 4 (5.97%) Senior Business Intelligence Developer
11 4 (5.97%) Senior Developer
11 4 (5.97%) SQL Database Developer
11 4 (5.97%) Technical Leader
Libraries, Frameworks & Software Standards
1 21 (31.34%) Web Services
2 20 (29.85%) .NET
3 18 (26.87%) JSON
4 14 (20.90%) MDX
5 4 (5.97%) XML
6 2 (2.99%) XSD
7 1 (1.49%) HTML
7 1 (1.49%) REST
7 1 (1.49%) RESTful
7 1 (1.49%) SOAP
7 1 (1.49%) WSDL
7 1 (1.49%) XML Messaging
Miscellaneous
1 9 (13.43%) Fintech
2 8 (11.94%) Virtual Team
3 4 (5.97%) Analytical Skills
4 3 (4.48%) Replication
5 2 (2.99%) Enterprise Software
5 2 (2.99%) Greenfield Project
5 2 (2.99%) Market Risk
6 1 (1.49%) Computer Science
6 1 (1.49%) Credit Risk
6 1 (1.49%) Data Structures
Operating Systems
1 5 (7.46%) Linux
2 2 (2.99%) Windows
3 1 (1.49%) AIX
3 1 (1.49%) HPUX
3 1 (1.49%) Solaris
3 1 (1.49%) Unix
3 1 (1.49%) Windows Server 2008
3 1 (1.49%) Windows Server 2012
Processes & Methodologies
1 58 (86.57%) Business Intelligence
2 51 (76.12%) ETL
3 21 (31.34%) SDLC
4 20 (29.85%) Agile Software Development
5 18 (26.87%) Mentoring
6 17 (25.37%) Time Management
7 16 (23.88%) Analytics
8 11 (16.42%) Data Modelling
9 10 (14.93%) Dimensional Modelling
9 10 (14.93%) Inmon Methodology
10 9 (13.43%) Visualisation
11 8 (11.94%) Data Visualisation
12 7 (10.45%) Data Integration
13 6 (8.96%) Data Management
13 6 (8.96%) Logical Data Model
13 6 (8.96%) Performance Tuning
14 5 (7.46%) Data Governance
14 5 (7.46%) Migration
14 5 (7.46%) Open Source
15 4 (5.97%) Data Architecture
Programming Languages
1 44 (65.67%) SQL
2 21 (31.34%) T-SQL
3 5 (7.46%) Java
3 5 (7.46%) Python
4 4 (5.97%) PL/SQL
5 3 (4.48%) C#
6 1 (1.49%) Data Analysis Expressions (DAX)
6 1 (1.49%) R
6 1 (1.49%) SAS Macro
6 1 (1.49%) VB
Qualifications
1 4 (5.97%) Degree
2 3 (4.48%) MBA
3 1 (1.49%) ITIL Certification
Quality Assurance & Compliance
1 7 (10.45%) Data Quality
Systems Management
1 1 (1.49%) Rundeck
Vendors
1 33 (49.25%) Microsoft
2 11 (16.42%) Oracle
3 9 (13.43%) Tableau
4 2 (2.99%) Cognos
4 2 (2.99%) IBM
4 2 (2.99%) SAP
5 1 (1.49%) Callidus
5 1 (1.49%) Guidewire
5 1 (1.49%) Informatica
5 1 (1.49%) Netezza
5 1 (1.49%) Salesforce.com
5 1 (1.49%) Vertica