Period
to 20 June 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 June 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 Jun 2018
Same period 2017 Same period 2016
Rank 271 295 299
Rank change year-on-year +24 +4 +108
Permanent jobs citing Kimball Methodology 75 47 90
As % of all permanent IT jobs advertised in the City of London 0.68% 0.46% 0.67%
As % of the Processes & Methodologies category 0.74% 0.51% 0.73%
Number of salaries quoted 64 43 77
City of London median annual salary £62,500 £52,500 £55,000
Median salary % change year-on-year +19.05% -4.55% +4.76%
10th Percentile £42,500 £41,250 £42,500
90th Percentile £85,000 £74,000 £66,750
Central London median annual salary £60,000 £52,500 £54,500
% change year-on-year +14.29% -3.67% +9.00%

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 10,203 9,193 12,312
As % of all permanent IT jobs advertised in the City of London 92.38% 90.77% 91.31%
Number of salaries quoted 9,026 8,279 11,096
City of London median annual salary £62,500 £60,000 £57,500
Median salary % change year-on-year +4.17% +4.35% +4.55%
10th Percentile £37,500 £36,200 £35,250
90th Percentile £93,750 £91,250 £87,500
Central London median annual salary £60,000 £60,000 £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 20 June 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 June 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 - 8 £45,000 -
Kimball Methodology
Central London

For the 6 months to 20 June 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 72 (96.00%) Data Warehouse
2 63 (84.00%) SQL Server
3 62 (82.67%) SQL Server Integration Services
4 59 (78.67%) SQL
5 56 (74.67%) ETL
6 53 (70.67%) Business Intelligence
7 41 (54.67%) SQL Server Analysis Services
8 34 (45.33%) .NET
9 33 (44.00%) Microsoft
10 31 (41.33%) Agile Software Development
11 29 (38.67%) T-SQL
11 29 (38.67%) Finance
12 27 (36.00%) SQL Server Reporting Services
12 27 (36.00%) Analytics
13 25 (33.33%) SQL Server 2012
14 21 (28.00%) SDLC
14 21 (28.00%) Power BI
14 21 (28.00%) Self-Motivation
15 20 (26.67%) Web Services
16 18 (24.00%) Mentoring
17 17 (22.67%) OLAP
18 16 (21.33%) C#
18 16 (21.33%) Enterprise Data Warehouse
18 16 (21.33%) Problem-Solving
19 15 (20.00%) JSON
19 15 (20.00%) Time Management
19 15 (20.00%) Dimensional Modelling
20 13 (17.33%) Star Schema
20 13 (17.33%) Fintech
21 12 (16.00%) Banking

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 (6.67%) Apache
1 5 (6.67%) Apache Spark
1 5 (6.67%) SAS
Applications
1 4 (5.33%) Microsoft Excel
Business Applications
1 8 (10.67%) Salesforce.com CRM
Cloud Services
1 9 (12.00%) Microsoft Azure
2 6 (8.00%) Data Lake Analytics
3 1 (1.33%) Amazon AWS
3 1 (1.33%) Azure Data Factory
Database & Business Intelligence
1 72 (96.00%) Data Warehouse
2 63 (84.00%) SQL Server
3 62 (82.67%) SQL Server Integration Services
4 41 (54.67%) SQL Server Analysis Services
5 27 (36.00%) SQL Server Reporting Services
6 25 (33.33%) SQL Server 2012
7 21 (28.00%) Power BI
8 17 (22.67%) OLAP
9 16 (21.33%) Enterprise Data Warehouse
10 13 (17.33%) Star Schema
11 11 (14.67%) Big Data
11 11 (14.67%) SQL Server 2008
12 10 (13.33%) NoSQL
13 9 (12.00%) PowerPivot
14 8 (10.67%) Azure SQL Database
15 7 (9.33%) Relational Database
16 6 (8.00%) Data Lake
16 6 (8.00%) Hadoop
16 6 (8.00%) HBase
16 6 (8.00%) HDInsight
Development Applications
1 9 (12.00%) Team Foundation Server
2 2 (2.67%) Visual Studio
3 1 (1.33%) ER Studio
3 1 (1.33%) ERwin
3 1 (1.33%) JIRA
3 1 (1.33%) RStudio
3 1 (1.33%) Subversion
General
1 29 (38.67%) Finance
2 12 (16.00%) Banking
3 8 (10.67%) Marketing
4 4 (5.33%) Back Office
5 1 (1.33%) Advertising
5 1 (1.33%) Investment Banking
Job Titles
1 54 (72.00%) Developer
2 32 (42.67%) ETL Developer
3 29 (38.67%) Business Intelligence Developer
4 23 (30.67%) SSIS Developer
5 20 (26.67%) SSRS Developer
6 16 (21.33%) SQL Developer
7 15 (20.00%) SSAS Developer
8 10 (13.33%) OLAP Developer
8 10 (13.33%) SQL Server Developer
9 8 (10.67%) Database Engineer
9 8 (10.67%) SQL BI Developer
9 8 (10.67%) SQL Server BI Developer
9 8 (10.67%) T-SQL Developer
10 7 (9.33%) Data Warehouse Developer
11 6 (8.00%) Business Developer
11 6 (8.00%) Business Intelligence Lead
11 6 (8.00%) Lead Developer
11 6 (8.00%) Power BI Developer
11 6 (8.00%) Senior Developer
11 6 (8.00%) Technical Leader
Libraries, Frameworks & Software Standards
1 34 (45.33%) .NET
2 20 (26.67%) Web Services
3 15 (20.00%) JSON
4 11 (14.67%) MDX
5 9 (12.00%) COM
6 5 (6.67%) HTML
6 5 (6.67%) XML
7 1 (1.33%) PySpark
Miscellaneous
1 21 (28.00%) Self-Motivation
2 13 (17.33%) Fintech
3 11 (14.67%) Analytical Skills
4 10 (13.33%) Greenfield Project
5 8 (10.67%) Virtual Team
6 5 (6.67%) Credit Risk
6 5 (6.67%) Market Risk
7 1 (1.33%) Data Structures
7 1 (1.33%) Hedge funds
7 1 (1.33%) Management Information System
7 1 (1.33%) Reinsurance
7 1 (1.33%) Replication
Operating Systems
1 6 (8.00%) Windows
2 5 (6.67%) AIX
2 5 (6.67%) HPUX
2 5 (6.67%) Solaris
2 5 (6.67%) Unix
3 4 (5.33%) Linux
4 1 (1.33%) Windows Server
4 1 (1.33%) Windows Server 2012
Processes & Methodologies
1 56 (74.67%) ETL
2 53 (70.67%) Business Intelligence
3 31 (41.33%) Agile Software Development
4 27 (36.00%) Analytics
5 21 (28.00%) SDLC
6 18 (24.00%) Mentoring
7 16 (21.33%) Problem-Solving
8 15 (20.00%) Dimensional Modelling
8 15 (20.00%) Time Management
9 10 (13.33%) Data Integration
10 9 (12.00%) Performance Tuning
11 8 (10.67%) CRM
11 8 (10.67%) Data Management
11 8 (10.67%) Digital Marketing
11 8 (10.67%) Performance Optimisation
12 7 (9.33%) Machine Learning
12 7 (9.33%) Technical Architecture
13 6 (8.00%) Inmon Methodology
13 6 (8.00%) Visualisation
14 5 (6.67%) Mathematics
Programming Languages
1 59 (78.67%) SQL
2 29 (38.67%) T-SQL
3 16 (21.33%) C#
4 9 (12.00%) Java
5 5 (6.67%) Python
5 5 (6.67%) VB
6 1 (1.33%) Data Analysis Expressions (DAX)
6 1 (1.33%) R
Qualifications
1 8 (10.67%) Degree
2 3 (4.00%) MBA
3 1 (1.33%) Computer Science Degree
Quality Assurance & Compliance
1 10 (13.33%) Data Quality
2 1 (1.33%) IFRS
Systems Management
1 1 (1.33%) Control-M
Vendors
1 33 (44.00%) Microsoft
2 11 (14.67%) Oracle
3 9 (12.00%) Informatica
4 8 (10.67%) Salesforce.com
5 6 (8.00%) Tableau
6 3 (4.00%) MicroStrategy
7 1 (1.33%) Cognos
7 1 (1.33%) IBM