Period
to 20 September 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 20 September 2018 with a comparison to the same period in the previous 2 years.

The Kimball Lifecycle
Central London > City of London
6 months to
20 Sep 2018
Same period 2017 Same period 2016
Rank 289 287 259
Rank change year-on-year -2 -28 +112
Permanent jobs citing Kimball Methodology 52 41 107
As % of all permanent IT jobs advertised in the City of London 0.47% 0.40% 0.86%
As % of the Processes & Methodologies category 0.51% 0.44% 0.94%
Number of salaries quoted 46 36 99
City of London median annual salary £70,000 £52,500 £57,500
Median salary % change year-on-year +33.33% -8.70% -
10th Percentile £42,500 £41,250 £45,750
90th Percentile £102,500 £76,250 £77,000
Central London median annual salary £67,500 £52,500 £57,500
% change year-on-year +28.57% -8.70% -

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 10,156 9,299 11,443
As % of all permanent IT jobs advertised in the City of London 92.24% 91.53% 91.60%
Number of salaries quoted 9,055 8,389 10,476
City of London median annual salary £65,000 £60,000 £60,000
Median salary % change year-on-year +8.33% - +4.35%
10th Percentile £37,000 £36,250 £35,000
90th Percentile £93,750 £92,500 £87,500
Central London median annual salary £62,500 £60,000 £57,500
% change year-on-year +4.17% +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 20 September 2018.

Salary histogram for Kimball Methodology in the City of London

Kimball Methodology
Job Locations in the City of London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Kimball Methodology within the City of London region over the 6 months to 20 September 2018. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
London Bridge - 10 £45,000 -
Kimball Methodology
Central London

For the 6 months to 20 September 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 51 (98.08%) Data Warehouse
2 44 (84.62%) SQL Server Integration Services
3 41 (78.85%) SQL
4 40 (76.92%) SQL Server
5 37 (71.15%) ETL
6 26 (50.00%) Business Intelligence
7 23 (44.23%) .NET
7 23 (44.23%) C#
8 22 (42.31%) T-SQL
8 22 (42.31%) Finance
9 19 (36.54%) Microsoft
10 17 (32.69%) Analytics
11 16 (30.77%) Agile Software Development
12 15 (28.85%) SQL Server Reporting Services
12 15 (28.85%) Power BI
13 14 (26.92%) SQL Server Analysis Services
14 10 (19.23%) Informatica
14 10 (19.23%) Windows
14 10 (19.23%) Web Services
14 10 (19.23%) Digital Marketing
14 10 (19.23%) SQL Server 2008
14 10 (19.23%) Team Foundation Server
14 10 (19.23%) Marketing
14 10 (19.23%) Banking
14 10 (19.23%) PowerPivot
14 10 (19.23%) Big Data
14 10 (19.23%) Dimensional Modelling
14 10 (19.23%) Data Integration
15 9 (17.31%) Self-Motivation
15 9 (17.31%) Microsoft Azure

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 6 (11.54%) SAS
2 3 (5.77%) Apache Spark
3 2 (3.85%) IIS
4 1 (1.92%) Apache
Applications
1 7 (13.46%) Microsoft Excel
Business Applications
1 3 (5.77%) Salesforce.com CRM
Cloud Services
1 9 (17.31%) Microsoft Azure
2 6 (11.54%) Data Lake Analytics
3 2 (3.85%) Amazon AWS
4 1 (1.92%) Azure Data Factory
Database & Business Intelligence
1 51 (98.08%) Data Warehouse
2 44 (84.62%) SQL Server Integration Services
3 40 (76.92%) SQL Server
4 15 (28.85%) Power BI
4 15 (28.85%) SQL Server Reporting Services
5 14 (26.92%) SQL Server Analysis Services
6 10 (19.23%) Big Data
6 10 (19.23%) PowerPivot
6 10 (19.23%) SQL Server 2008
7 9 (17.31%) SQL Server 2012
8 8 (15.38%) OLAP
9 7 (13.46%) Azure SQL Database
9 7 (13.46%) Data Lake
9 7 (13.46%) NoSQL
9 7 (13.46%) Relational Database
10 6 (11.54%) HDInsight
11 5 (9.62%) Enterprise Data Warehouse
11 5 (9.62%) SQL Server 2016
12 4 (7.69%) Hadoop
12 4 (7.69%) Microsoft Power View
Development Applications
1 10 (19.23%) Team Foundation Server
2 4 (7.69%) Visual Studio
3 2 (3.85%) ER Studio
3 2 (3.85%) ERwin
4 1 (1.92%) RStudio
General
1 22 (42.31%) Finance
2 10 (19.23%) Banking
2 10 (19.23%) Marketing
3 4 (7.69%) Back Office
Job Titles
1 25 (48.08%) Developer
2 12 (23.08%) Business Intelligence Developer
2 12 (23.08%) SSIS Developer
3 11 (21.15%) ETL Developer
4 10 (19.23%) Database Engineer
4 10 (19.23%) SSRS Developer
5 9 (17.31%) SQL Developer
6 8 (15.38%) Business Developer
6 8 (15.38%) Business Intelligence Lead
7 7 (13.46%) Senior Developer
7 7 (13.46%) Technical Leader
8 6 (11.54%) Data Warehouse Developer
8 6 (11.54%) Senior Business Intelligence Developer
8 6 (11.54%) SSAS Developer
9 5 (9.62%) .NET Developer
9 5 (9.62%) C# .NET Developer
9 5 (9.62%) C# Developer
9 5 (9.62%) Lead Developer
9 5 (9.62%) Power BI Developer
9 5 (9.62%) SQL Server Developer
Libraries, Frameworks & Software Standards
1 23 (44.23%) .NET
2 10 (19.23%) Web Services
3 7 (13.46%) XML
4 6 (11.54%) HTML
5 5 (9.62%) MDX
6 4 (7.69%) COM
6 4 (7.69%) JSON
7 2 (3.85%) LAMP
8 1 (1.92%) Oracle GoldenGate
8 1 (1.92%) PySpark
Miscellaneous
1 9 (17.31%) Self-Motivation
2 7 (13.46%) Fintech
3 6 (11.54%) Credit Risk
3 6 (11.54%) Market Risk
4 5 (9.62%) Replication
5 4 (7.69%) Analytical Skills
5 4 (7.69%) Greenfield Project
5 4 (7.69%) Reinsurance
6 1 (1.92%) Data Structures
6 1 (1.92%) Digital Media
6 1 (1.92%) Management Information System
6 1 (1.92%) Virtual Team
Operating Systems
1 10 (19.23%) Windows
2 6 (11.54%) AIX
2 6 (11.54%) HPUX
2 6 (11.54%) Solaris
2 6 (11.54%) Unix
3 4 (7.69%) Windows Server
3 4 (7.69%) Windows Server 2012
Processes & Methodologies
1 37 (71.15%) ETL
2 26 (50.00%) Business Intelligence
3 17 (32.69%) Analytics
4 16 (30.77%) Agile Software Development
5 10 (19.23%) Data Integration
5 10 (19.23%) Digital Marketing
5 10 (19.23%) Dimensional Modelling
6 9 (17.31%) Machine Learning
7 8 (15.38%) ETL Development
8 7 (13.46%) Data Analytics
8 7 (13.46%) SDLC
8 7 (13.46%) Technical Architecture
9 6 (11.54%) Data Governance
9 6 (11.54%) Data Lineage
9 6 (11.54%) Data Management
9 6 (11.54%) Data Modelling
9 6 (11.54%) Inmon Methodology
9 6 (11.54%) Mentoring
9 6 (11.54%) Project Management
9 6 (11.54%) Waterfall
Programming Languages
1 41 (78.85%) SQL
2 23 (44.23%) C#
3 22 (42.31%) T-SQL
4 7 (13.46%) Java
5 6 (11.54%) VB
6 4 (7.69%) Data Analysis Expressions (DAX)
6 4 (7.69%) Python
7 3 (5.77%) R
8 2 (3.85%) JavaScript
8 2 (3.85%) PowerShell
9 1 (1.92%) PL/SQL
Qualifications
1 5 (9.62%) Degree
2 1 (1.92%) Computer Science Degree
Quality Assurance & Compliance
1 7 (13.46%) Data Quality
2 1 (1.92%) IFRS
Vendors
1 19 (36.54%) Microsoft
2 10 (19.23%) Informatica
3 7 (13.46%) Oracle
3 7 (13.46%) Tableau
4 3 (5.77%) MicroStrategy
4 3 (5.77%) Salesforce.com
5 1 (1.92%) SAP
5 1 (1.92%) Talend