The table below looks at the statistics for Kimball Methodology skills in IT jobs advertised for the England 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
UK / England
Rank 580 544 641
Rank change year-on-year
-36 +97
Permanent jobs citing Kimball Methodology 245 381 302
As % of all permanent IT jobs located in England 0.31% 0.41% 0.31%
As % of the Processes & Methodologies category 0.35% 0.46% 0.36%
Number of salaries quoted 234 298 249
Median salary £52,500 £52,500 £55,000
Median salary % change year-on-year
- -4.54%
90% offered a salary of more than £37,500 £37,500 £40,000
10% offered a salary of more than £67,500 £75,000 £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 England region.

Processes & Methodologies Category
England
Permanent IT job ads with a match in the
Processes & Methodologies category
69474 82049 82909
As % of all permanent IT jobs located in England 88.16% 87.73% 86.04%
Number of salaries quoted 57643 69032 68875
Median salary £50,000 £50,000 £48,000
Median salary % change year-on-year
- +4.16%
90% offered a salary of more than £32,500 £32,500 £31,500
10% offered a salary of more than £77,500 £72,500 £77,500
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Kimball Methodology
Jobs Demand Trend in England

The demand trend of job ads across the England 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 England

Kimball Methodology
Salary Trend in England

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

Kimball Methodology Salary Trend in England

Kimball Methodology
Salary Histogram in England

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

Kimball Methodology Salary Histogram in England

Kimball Methodology
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Kimball Methodology within the England 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
London -22 132 £55,000 -4.34% 16
South East +47 48 £53,500 +18.88% 7
North West +4 24 £37,500 -11.76% 2
East of England +27 10 £52,500 +5.00% 1
Yorkshire +2 9 £40,000 +6.66% 1
West Midlands -10 6 £46,000 -3.15% 3
East Midlands +13 5 £47,500 -11.62% 3
South West -14 2 £48,750 +34.48%
Kimball Methodology
UK

Kimball Methodology
Top 30 Related IT Skills in England

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 England region with a requirement for Kimball Methodology.

1 449 (84.72%) Business Intelligence
2 445 (83.96%) SQL
3 430 (81.13%) Data Warehouse
4 367 (69.25%) SQL Server
5 361 (68.11%) SQL Server Integration Services
6 316 (59.62%) ETL
7 311 (58.68%) SQL Server Reporting Services
8 285 (53.77%) SQL Server Analysis Services
9 262 (49.43%) T-SQL
10 211 (39.81%) Microsoft
11 171 (32.26%) Agile Software Development
12 163 (30.75%) Data Modelling
13 153 (28.87%) Oracle
14 148 (27.92%) Power BI
15 121 (22.83%) MDX
16 109 (20.57%) Analytics
17 104 (19.62%) Dimensional Modelling
18 102 (19.25%) Finance
19 98 (18.49%) .NET
20 95 (17.92%) OLAP
21 91 (17.17%) Microsoft Azure
22 88 (16.60%) SQL Server 2012
23 87 (16.42%) Big Data
24 85 (16.04%) Performance Tuning
25 84 (15.85%) Tableau
26 79 (14.91%) MS Excel
27 78 (14.72%) SQL Server 2014
28 72 (13.58%) C#
29 71 (13.40%) Data Analysis Expressions (DAX)
30 70 (13.21%) Relational Database

Kimball Methodology
Top Related IT Skills in England 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 32 (6.04%) SharePoint
2 8 (1.51%) Apache Pig
3 6 (1.13%) SAS
4 3 (0.57%) Confluence
4 3 (0.57%) SharePoint 2013
5 2 (0.38%) Apache Spark
5 2 (0.38%) OpenStack
5 2 (0.38%) Oracle SOA Suite
5 2 (0.38%) SharePoint 2010
Applications
1 79 (14.91%) MS Excel
2 2 (0.38%) SPSS
3 1 (0.19%) MS Visio
Business Applications
1 30 (5.66%) Cognos Business Intelligence
2 16 (3.02%) Cognos Planning
3 11 (2.08%) Oracle Applications
4 7 (1.32%) Oracle EBS
5 5 (0.94%) Dynamics AX
6 4 (0.75%) Dynamics CRM
7 3 (0.57%) Markit EDM
8 2 (0.38%) Dynamics NAV
8 2 (0.38%) FastStats
9 1 (0.19%) Oracle ERP
9 1 (0.19%) Oracle Financials
Cloud Services
1 91 (17.17%) Microsoft Azure
2 25 (4.72%) Amazon AWS
3 19 (3.58%) Data Lake Analytics
3 19 (3.58%) GitHub
4 9 (1.70%) Azure Machine Learning
5 5 (0.94%) Amazon S3
6 3 (0.57%) Google Analytics
7 2 (0.38%) AWS Lambda
7 2 (0.38%) Google Cloud Platform
7 2 (0.38%) IaaS
7 2 (0.38%) PaaS
7 2 (0.38%) SaaS
Database & Business Intelligence
1 430 (81.13%) Data Warehouse
2 367 (69.25%) SQL Server
3 361 (68.11%) SQL Server Integration Services
4 311 (58.68%) SQL Server Reporting Services
5 285 (53.77%) SQL Server Analysis Services
6 148 (27.92%) Power BI
7 95 (17.92%) OLAP
8 88 (16.60%) SQL Server 2012
9 87 (16.42%) Big Data
10 78 (14.72%) SQL Server 2014
11 70 (13.21%) Oracle BI EE
11 70 (13.21%) Relational Database
12 67 (12.64%) Star Schema
13 56 (10.57%) Microsoft Analysis Services
14 54 (10.19%) Oracle Database
14 54 (10.19%) SQL Server 2008
15 52 (9.81%) Oracle ODI
16 51 (9.62%) QlikView
17 47 (8.87%) Azure SQL Database
18 46 (8.68%) Hadoop
Development Applications
1 40 (7.55%) Talend Open Studio
2 35 (6.60%) JIRA
3 29 (5.47%) Visual Studio
4 20 (3.77%) SQL Server Management Studio (SSMS)
5 15 (2.83%) Team Foundation Server
6 9 (1.70%) Jenkins
6 9 (1.70%) Vagrant
7 8 (1.51%) Visual Studio Tools for Office
8 7 (1.32%) FishEye
8 7 (1.32%) Liquibase
9 5 (0.94%) Cucumber
9 5 (0.94%) ERwin
9 5 (0.94%) Toad
10 2 (0.38%) Oracle Forms
10 2 (0.38%) Subversion
11 1 (0.19%) Git (software)
11 1 (0.19%) Octopus Deploy
11 1 (0.19%) Ranorex
11 1 (0.19%) TeamCity
General
1 102 (19.25%) Finance
2 55 (10.38%) Legal
3 33 (6.23%) Advertising
4 25 (4.72%) Banking
5 20 (3.77%) Marketing
6 13 (2.45%) Retail
7 5 (0.94%) Billing
7 5 (0.94%) Financial Institution
7 5 (0.94%) Games
7 5 (0.94%) Investment Banking
8 4 (0.75%) Local Government
9 3 (0.57%) Front Office
9 3 (0.57%) Telecoms
10 2 (0.38%) Music Industry
11 1 (0.19%) Manufacturing
11 1 (0.19%) Publishing
Job Titles
1 284 (53.58%) Developer
2 151 (28.49%) Business Intelligence Developer
3 118 (22.26%) SQL Developer
4 94 (17.74%) Consultant
5 67 (12.64%) Analyst
5 67 (12.64%) SSIS Developer
6 59 (11.13%) SQL BI Developer
7 53 (10.00%) SSRS Developer
8 51 (9.62%) Data Warehouse Developer
9 47 (8.87%) ETL Developer
10 45 (8.49%) Business Intelligence Analyst
11 43 (8.11%) SSAS Developer
12 41 (7.74%) Senior Developer
13 39 (7.36%) Business Developer
13 39 (7.36%) Business Intelligence Consultant
14 38 (7.17%) Business Intelligence Lead
15 34 (6.42%) SQL Server Developer
16 32 (6.04%) Architect
16 32 (6.04%) SQL Server BI Developer
17 28 (5.28%) Business Intelligence Specialist
Libraries, Frameworks & Software Standards
1 121 (22.83%) MDX
2 98 (18.49%) .NET
3 20 (3.77%) Web Services
4 13 (2.45%) HTML
5 12 (2.26%) XML
6 10 (1.89%) D3.js
6 10 (1.89%) HTML5
7 9 (1.70%) .NET Framework
8 8 (1.51%) Leaflet
8 8 (1.51%) Oracle GoldenGate
9 7 (1.32%) ASP.NET
9 7 (1.32%) Grails
9 7 (1.32%) JRuby
10 3 (0.57%) CSS
10 3 (0.57%) WinForms
11 2 (0.38%) AngularJS
11 2 (0.38%) J2EE
11 2 (0.38%) JSP
11 2 (0.38%) Oracle Fusion
11 2 (0.38%) WCF
Miscellaneous
1 54 (10.19%) Visualisation
2 26 (4.91%) Analytical Skills
3 23 (4.34%) Management Information System
4 22 (4.15%) Computer Science
5 18 (3.40%) Replication
6 17 (3.21%) Data Integration
6 17 (3.21%) Statistics
7 10 (1.89%) User Experience
8 9 (1.70%) Fintech
9 7 (1.32%) Mobile App
10 6 (1.13%) Economics
11 5 (0.94%) Data Extraction
12 4 (0.75%) Neural Network
12 4 (0.75%) Semantic Web
13 3 (0.57%) Clustering
13 3 (0.57%) Mathematics
13 3 (0.57%) Private Cloud
14 2 (0.38%) Online Games
14 2 (0.38%) Reference Data
14 2 (0.38%) Taxonomies
Operating Systems
1 10 (1.89%) Unix
2 5 (0.94%) Linux
2 5 (0.94%) Windows
3 1 (0.19%) Android
3 1 (0.19%) Apple iOS
Processes & Methodologies
1 449 (84.72%) Business Intelligence
2 316 (59.62%) ETL
3 171 (32.26%) Agile Software Development
4 163 (30.75%) Data Modelling
5 109 (20.57%) Analytics
6 104 (19.62%) Dimensional Modelling
7 85 (16.04%) Performance Tuning
8 66 (12.45%) Scrum
9 57 (10.75%) Waterfall
10 48 (9.06%) Inmon Methodology
11 38 (7.17%) Mentoring
12 34 (6.42%) ETL Development
13 32 (6.04%) Data Management
14 30 (5.66%) Stakeholder Management
15 28 (5.28%) Data Analysis
15 28 (5.28%) Presales
16 27 (5.09%) Migration
17 24 (4.53%) Business Analysis
17 24 (4.53%) Data Analytics
18 21 (3.96%) Data Architecture
Programming Languages
1 445 (83.96%) SQL
2 262 (49.43%) T-SQL
3 72 (13.58%) C#
4 71 (13.40%) Data Analysis Expressions (DAX)
5 60 (11.32%) PL/SQL
6 33 (6.23%) Java
7 19 (3.58%) VBA
8 17 (3.21%) Python
9 16 (3.02%) JavaScript
10 11 (2.08%) R
11 9 (1.70%) PowerShell
11 9 (1.70%) Scala
12 8 (1.51%) Shell Script
13 7 (1.32%) C++
13 7 (1.32%) Clojure
13 7 (1.32%) Groovy
13 7 (1.32%) Jython
14 6 (1.13%) VB.NET
15 5 (0.94%) VB
16 3 (0.57%) C
Qualifications
1 48 (9.06%) Degree
2 29 (5.47%) Microsoft Certification
3 5 (0.94%) SC Cleared
3 5 (0.94%) Security Cleared
4 2 (0.38%) MCITP
4 2 (0.38%) MCTS
5 1 (0.19%) ISEB
5 1 (0.19%) ITIL Certification
5 1 (0.19%) MCP
5 1 (0.19%) PRINCE2 Certification
Quality Assurance & Compliance
1 43 (8.11%) Data Quality
2 17 (3.21%) QA
3 3 (0.57%) SLA
4 2 (0.38%) COBIT
4 2 (0.38%) SNOMED CT
5 1 (0.19%) PCI DSS
System Software
1 5 (0.94%) HDFS
2 2 (0.38%) Virtual Machines
Systems Management
1 19 (3.58%) Puppet
Vendors
1 211 (39.81%) Microsoft
2 153 (28.87%) Oracle
3 84 (15.85%) Tableau
4 69 (13.02%) Cognos
5 59 (11.13%) Informatica
6 40 (7.55%) Talend
7 11 (2.08%) SAP
8 5 (0.94%) Hyperion
8 5 (0.94%) Splunk
9 4 (0.75%) Netezza
10 3 (0.57%) Ab Initio
10 3 (0.57%) Google
10 3 (0.57%) IBM
10 3 (0.57%) Jaspersoft
11 2 (0.38%) Adobe
11 2 (0.38%) Dell
11 2 (0.38%) Qubit
11 2 (0.38%) RedGate
11 2 (0.38%) Salesforce.com
11 2 (0.38%) Teradata
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Salary: £50000 - £55000 per annum + Benefits
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Venturi
Salary: £50000 - £60000 per annum + company benefits
Posted: Yesterday
London
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Salary: £50000 - £55000 per annum + Bonus + Benefits + Home Working
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Salary: £42000 - £55000 per annum + Pension
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Salary: £35000 - £42000 per annum + + Benefits
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Salary: £50000 - £55000 per annum + bonus and benefits
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London
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