The table below looks at the statistics for Kimball Methodology skills in IT jobs advertised for the London region. Included is a guide to the salaries offered in IT jobs that have cited Kimball Methodology over the 3 months to 18 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
18 Jan 2017
Same period 2016 Same period 2015
The Kimball Lifecycle
England / London
Rank 456 434 459
Rank change year-on-year
-22 +25
Permanent jobs citing Kimball Methodology 132 221 178
As % of all permanent IT jobs located in London 0.40% 0.54% 0.44%
As % of the Processes & Methodologies category 0.44% 0.61% 0.51%
Number of salaries quoted 125 175 152
Median salary £55,000 £57,500 £58,750
Median salary % change year-on-year
-4.34% -2.12%
90% offered a salary of more than £46,000 £42,500 £47,500
10% offered a salary of more than £70,000 £80,000 £70,000
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 London region.

Processes & Methodologies Category
London
Permanent IT job ads with a match in the
Processes & Methodologies category
29731 35973 34999
As % of all permanent IT jobs located in London 89.12% 88.44% 86.35%
Number of salaries quoted 25074 30674 29527
Median salary £60,000 £57,500 £55,000
Median salary % change year-on-year
+4.34% +4.54%
90% offered a salary of more than £39,000 £40,000 £37,500
10% offered a salary of more than £85,000 £80,000 £85,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Kimball Methodology
Jobs Demand Trend in London

The demand trend of job ads across the 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 London

Kimball Methodology
Salary Trend in London

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

Kimball Methodology Salary Trend in London

Kimball Methodology
Salary Histogram in London

This chart provides a salary histogram for IT jobs citing Kimball Methodology across the London region over the 3 months to 18 January 2017.

Kimball Methodology Salary Histogram in London

Kimball Methodology
Job Locations in 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 London region over the 3 months to 18 January 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
City of London +42 58 £52,500 - 4
Edgware - 1 £50,000 -
Southwark - 1 £57,500 -
Kimball Methodology
England

Kimball Methodology
Top 30 Related IT Skills in London

For the 6 months to 18 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 London region with a requirement for Kimball Methodology.

1 245 (85.66%) SQL
2 235 (82.17%) Business Intelligence
3 231 (80.77%) Data Warehouse
4 215 (75.17%) SQL Server
5 193 (67.48%) SQL Server Integration Services
6 164 (57.34%) ETL
7 162 (56.64%) SQL Server Reporting Services
8 154 (53.85%) T-SQL
9 151 (52.80%) SQL Server Analysis Services
10 138 (48.25%) Microsoft
11 103 (36.01%) Power BI
12 95 (33.22%) MDX
13 90 (31.47%) Agile Software Development
14 73 (25.52%) Analytics
15 71 (24.83%) Microsoft Azure
16 70 (24.48%) .NET
17 67 (23.43%) Dimensional Modelling
18 66 (23.08%) Oracle
19 65 (22.73%) Tableau
20 62 (21.68%) C#
21 59 (20.63%) MS Excel
22 56 (19.58%) Data Analysis Expressions (DAX)
23 54 (18.88%) SQL Server 2012
24 51 (17.83%) Legal
25 50 (17.48%) Finance
26 47 (16.43%) OLAP
27 46 (16.08%) Relational Database
28 44 (15.38%) Microsoft Analysis Services
28 44 (15.38%) Visualisation
29 42 (14.69%) Big Data

Kimball Methodology
Top Related IT Skills in 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 22 (7.69%) SharePoint
2 3 (1.05%) SAS
2 3 (1.05%) SharePoint 2013
3 2 (0.70%) Apache Pig
3 2 (0.70%) Apache Spark
3 2 (0.70%) OpenStack
3 2 (0.70%) SharePoint 2010
Applications
1 59 (20.63%) MS Excel
2 2 (0.70%) SPSS
Business Applications
1 26 (9.09%) Cognos Business Intelligence
2 16 (5.59%) Cognos Planning
3 11 (3.85%) Oracle Applications
4 7 (2.45%) Oracle EBS
5 3 (1.05%) Dynamics AX
5 3 (1.05%) Markit EDM
6 2 (0.70%) FastStats
Cloud Services
1 71 (24.83%) Microsoft Azure
2 19 (6.64%) Data Lake Analytics
3 8 (2.80%) Azure Machine Learning
4 7 (2.45%) Amazon AWS
5 2 (0.70%) AWS Lambda
5 2 (0.70%) Google Analytics
5 2 (0.70%) Google Cloud Platform
5 2 (0.70%) IaaS
5 2 (0.70%) PaaS
5 2 (0.70%) SaaS
Database & Business Intelligence
1 231 (80.77%) Data Warehouse
2 215 (75.17%) SQL Server
3 193 (67.48%) SQL Server Integration Services
4 162 (56.64%) SQL Server Reporting Services
5 151 (52.80%) SQL Server Analysis Services
6 103 (36.01%) Power BI
7 54 (18.88%) SQL Server 2012
8 47 (16.43%) OLAP
9 46 (16.08%) Relational Database
10 44 (15.38%) Microsoft Analysis Services
11 42 (14.69%) Big Data
12 41 (14.34%) SQL Server 2014
13 40 (13.99%) Azure SQL Database
14 32 (11.19%) Oracle ODI
14 32 (11.19%) SQL Server 2008
15 30 (10.49%) Data Mining
16 28 (9.79%) QlikView
17 26 (9.09%) Cognos Analysis Studio
17 26 (9.09%) Cognos Framework Manager
17 26 (9.09%) Cognos Report Studio
Development Applications
1 17 (5.94%) Visual Studio
2 16 (5.59%) SQL Server Management Studio (SSMS)
3 8 (2.80%) JIRA
3 8 (2.80%) Team Foundation Server
3 8 (2.80%) Visual Studio Tools for Office
4 7 (2.45%) FishEye
4 7 (2.45%) Liquibase
4 7 (2.45%) Talend Open Studio
5 2 (0.70%) Oracle Forms
5 2 (0.70%) Subversion
General
1 51 (17.83%) Legal
2 50 (17.48%) Finance
3 16 (5.59%) Banking
4 15 (5.24%) Marketing
5 12 (4.20%) Advertising
6 5 (1.75%) Billing
6 5 (1.75%) Financial Institution
6 5 (1.75%) Games
6 5 (1.75%) Investment Banking
7 4 (1.40%) Retail
8 3 (1.05%) Front Office
8 3 (1.05%) Telecoms
9 2 (0.70%) Music Industry
10 1 (0.35%) Publishing
Job Titles
1 128 (44.76%) Developer
2 71 (24.83%) Consultant
3 64 (22.38%) Business Intelligence Developer
4 50 (17.48%) SQL Developer
5 34 (11.89%) Analyst
6 33 (11.54%) SSAS Developer
7 32 (11.19%) SSIS Developer
8 29 (10.14%) Business Intelligence Consultant
8 29 (10.14%) SSRS Developer
9 27 (9.44%) Business Intelligence Specialist
9 27 (9.44%) ETL Developer
10 26 (9.09%) Microsoft Consultant
11 25 (8.74%) Cognos Specialist
11 25 (8.74%) SQL BI Developer
12 24 (8.39%) Senior Consultant
13 23 (8.04%) Microsoft BI Consultant
14 22 (7.69%) Business Intelligence Analyst
14 22 (7.69%) Data Warehouse Developer
15 20 (6.99%) Architect
15 20 (6.99%) Business Developer
Libraries, Frameworks & Software Standards
1 95 (33.22%) MDX
2 70 (24.48%) .NET
3 14 (4.90%) Web Services
4 11 (3.85%) HTML
5 10 (3.50%) HTML5
6 9 (3.15%) XML
7 8 (2.80%) D3.js
7 8 (2.80%) Leaflet
7 8 (2.80%) Oracle GoldenGate
8 7 (2.45%) Grails
8 7 (2.45%) JRuby
9 4 (1.40%) .NET Framework
10 3 (1.05%) CSS
11 2 (0.70%) AngularJS
11 2 (0.70%) ASP.NET
11 2 (0.70%) CSS3
11 2 (0.70%) REST
11 2 (0.70%) Twitter Bootstrap
11 2 (0.70%) WCF
11 2 (0.70%) WinForms
Miscellaneous
1 44 (15.38%) Visualisation
2 16 (5.59%) Analytical Skills
3 14 (4.90%) Replication
4 10 (3.50%) User Experience
5 9 (3.15%) Statistics
6 7 (2.45%) Data Integration
7 6 (2.10%) Computer Science
7 6 (2.10%) Economics
7 6 (2.10%) Fintech
7 6 (2.10%) Management Information System
8 5 (1.75%) Mobile App
9 4 (1.40%) Data Extraction
10 3 (1.05%) Mathematics
11 2 (0.70%) Enterprise Software
11 2 (0.70%) Foreign Exchange (FX)
11 2 (0.70%) Neural Network
11 2 (0.70%) Online Games
11 2 (0.70%) Reference Data
11 2 (0.70%) Xbox
12 1 (0.35%) Client/Server
Operating Systems
1 3 (1.05%) Unix
2 2 (0.70%) Windows
3 1 (0.35%) Android
3 1 (0.35%) Apple iOS
Processes & Methodologies
1 235 (82.17%) Business Intelligence
2 164 (57.34%) ETL
3 90 (31.47%) Agile Software Development
4 73 (25.52%) Analytics
5 67 (23.43%) Dimensional Modelling
6 41 (14.34%) Data Modelling
7 38 (13.29%) Waterfall
8 36 (12.59%) Performance Tuning
9 35 (12.24%) Scrum
10 31 (10.84%) ETL Development
11 28 (9.79%) Mentoring
11 28 (9.79%) Presales
12 23 (8.04%) Inmon Methodology
13 22 (7.69%) Business Analysis
14 20 (6.99%) Data Analytics
15 19 (6.64%) Data Management
16 18 (6.29%) Technical Architecture
17 17 (5.94%) Data Analysis
18 16 (5.59%) Migration
19 15 (5.24%) OOP
Programming Languages
1 245 (85.66%) SQL
2 154 (53.85%) T-SQL
3 62 (21.68%) C#
4 56 (19.58%) Data Analysis Expressions (DAX)
5 20 (6.99%) Java
6 19 (6.64%) PL/SQL
7 14 (4.90%) JavaScript
8 11 (3.85%) Python
9 9 (3.15%) R
9 9 (3.15%) Scala
10 7 (2.45%) C++
10 7 (2.45%) Clojure
10 7 (2.45%) Groovy
10 7 (2.45%) Jython
11 6 (2.10%) VBA
12 5 (1.75%) VB.NET
13 3 (1.05%) Shell Script
14 2 (0.70%) Go
14 2 (0.70%) PowerShell
14 2 (0.70%) TypeScript
Qualifications
1 27 (9.44%) Degree
2 25 (8.74%) Microsoft Certification
3 2 (0.70%) MCITP
3 2 (0.70%) MCTS
4 1 (0.35%) MCP
Quality Assurance & Compliance
1 33 (11.54%) Data Quality
2 16 (5.59%) QA
3 3 (1.05%) SLA
4 1 (0.35%) PCI DSS
System Software
1 2 (0.70%) Virtual Machines
Vendors
1 138 (48.25%) Microsoft
2 66 (23.08%) Oracle
3 65 (22.73%) Tableau
4 40 (13.99%) Cognos
5 31 (10.84%) Informatica
6 7 (2.45%) Talend
7 2 (0.70%) Ab Initio
7 2 (0.70%) Adobe
7 2 (0.70%) Google
7 2 (0.70%) Hyperion
7 2 (0.70%) IBM
7 2 (0.70%) Netezza
7 2 (0.70%) Qubit
7 2 (0.70%) Salesforce.com
7 2 (0.70%) SAP
7 2 (0.70%) Vertica
8 1 (0.35%) Atlassian
8 1 (0.35%) Facebook
8 1 (0.35%) Jaspersoft
8 1 (0.35%) MicroStrategy
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