The following table provides summary statistics for permanent job vacancies advertised in Yorkshire 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 3 months to 24 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
24 Mar 2017
Same period 2016 Same period 2015
The Kimball Lifecycle
England / Yorkshire
Rank 225 230 258
Rank change year-on-year +5 +28  
Permanent jobs citing Kimball Methodology 13 29 14
As % of all permanent IT jobs advertised in Yorkshire 0.24% 0.45% 0.19%
As % of the Processes & Methodologies category 0.27% 0.51% 0.21%
Number of salaries quoted 13 11 12
Median salary £40,000 £37,500 £45,000
Median salary % change year-on-year +6.66% -16.66%  
90% offered a salary of more than £35,500 £32,500 £36,600
10% offered a salary of more than £42,500 £40,000 £63,750
UK excluding London median salary £47,500 £42,500 £45,000
% change year-on-year +11.76% -5.55%  

Kimball Methodology is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Yorkshire with a requirement for process and methodology skills.

Process & Methodology Skills
Yorkshire
Permanent job vacancies with a requirement for process and methodology skills 4869 5691 6648
As % of all permanent IT job vacancies advertised in Yorkshire 90.74% 88.26% 90.13%
Number of salaries quoted 4236 4721 5329
Median salary £44,512 £42,000 £40,000
Median salary % change year-on-year +5.97% +5.00%  
90% offered a salary of more than £30,000 £30,000 £27,500
10% offered a salary of more than £60,000 £55,000 £61,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Kimball Methodology
Job Vacancy Trend in Yorkshire

The job posting trend of jobs advertised in Yorkshire citing Kimball Methodology as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Kimball Methodology in Yorkshire

Kimball Methodology
Salary Trend in Yorkshire

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

Salary trend for Kimball Methodology in Yorkshire

Kimball Methodology
Job Locations in Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Kimball Methodology within the Yorkshire region over the 3 months to 24 March 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
West Yorkshire +6 13 £40,000 +14.28% 4
Kimball Methodology
England

Kimball Methodology
Top 30 Related IT Skills in Yorkshire

For the 6 months to 24 March 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 Yorkshire region with a requirement for Kimball Methodology.

1 23 (100.00%) SQL
2 19 (82.61%) ETL
2 19 (82.61%) SQL Server Integration Services
3 16 (69.57%) Business Intelligence
3 16 (69.57%) Data Warehouse
3 16 (69.57%) T-SQL
3 16 (69.57%) SQL Server
3 16 (69.57%) SQL Server Reporting Services
4 15 (65.22%) SQL Server Analysis Services
5 14 (60.87%) Data Modelling
5 14 (60.87%) Microsoft
6 12 (52.17%) Inmon Methodology
7 9 (39.13%) SQL Server 2014
8 7 (30.43%) Hadoop
8 7 (30.43%) Microsoft Azure
8 7 (30.43%) Amazon AWS
8 7 (30.43%) Apache Hive
8 7 (30.43%) Splunk
8 7 (30.43%) MySQL
8 7 (30.43%) C#
8 7 (30.43%) Python
8 7 (30.43%) SQL Server 2016
8 7 (30.43%) Big Data
9 6 (26.09%) .NET
10 5 (21.74%) VB
11 4 (17.39%) ITIL
11 4 (17.39%) Snowflake Schema
11 4 (17.39%) Dell
11 4 (17.39%) Degree
11 4 (17.39%) Computer Science

Kimball Methodology
Top Related IT Skills in Yorkshire 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 1 (4.35%) SharePoint
Applications
1 1 (4.35%) MS Excel
Cloud Services
1 7 (30.43%) Amazon AWS
1 7 (30.43%) Microsoft Azure
Database & Business Intelligence
1 19 (82.61%) SQL Server Integration Services
2 16 (69.57%) Data Warehouse
2 16 (69.57%) SQL Server
2 16 (69.57%) SQL Server Reporting Services
3 15 (65.22%) SQL Server Analysis Services
4 9 (39.13%) SQL Server 2014
5 7 (30.43%) Apache Hive
5 7 (30.43%) Big Data
5 7 (30.43%) Hadoop
5 7 (30.43%) MySQL
5 7 (30.43%) SQL Server 2016
6 4 (17.39%) Snowflake Schema
7 1 (4.35%) Data Mining
7 1 (4.35%) MOLAP
7 1 (4.35%) OLAP
7 1 (4.35%) OLTP
7 1 (4.35%) QlikView
7 1 (4.35%) ROLAP
7 1 (4.35%) SQL Server 2008
7 1 (4.35%) SQL Server 2012
Development Applications
1 1 (4.35%) Git (software)
1 1 (4.35%) JIRA
1 1 (4.35%) SQL Server Management Studio (SSMS)
General
1 2 (8.70%) Advertising
Job Titles
1 18 (78.26%) Developer
2 8 (34.78%) SQL Developer
2 8 (34.78%) SSIS Developer
3 7 (30.43%) Business Intelligence Developer
4 6 (26.09%) Data Warehouse Developer
5 4 (17.39%) ETL Developer
5 4 (17.39%) Senior Data Warehouse Developer
5 4 (17.39%) Senior Developer
5 4 (17.39%) SQL BI Developer
5 4 (17.39%) SQL Server BI Developer
5 4 (17.39%) SQL Server Developer
6 3 (13.04%) 3rd Line Support
6 3 (13.04%) T-SQL Developer
7 2 (8.70%) Business Developer
8 1 (4.35%) Applications Developer
8 1 (4.35%) Applications Support
8 1 (4.35%) SSRS Developer
Libraries, Frameworks & Software Standards
1 6 (26.09%) .NET
2 2 (8.70%) MDX
3 1 (4.35%) Web Services
3 1 (4.35%) WinForms
Miscellaneous
1 4 (17.39%) Computer Science
2 2 (8.70%) NHS
3 1 (4.35%) Analytical Skills
Operating Systems
1 1 (4.35%) Windows
Processes & Methodologies
1 19 (82.61%) ETL
2 16 (69.57%) Business Intelligence
3 14 (60.87%) Data Modelling
4 12 (52.17%) Inmon Methodology
5 4 (17.39%) ITIL
6 3 (13.04%) Mentoring
6 3 (13.04%) Migration
7 2 (8.70%) ETL Development
7 2 (8.70%) Logical Data Model
7 2 (8.70%) Physical Data Model
7 2 (8.70%) Stakeholder Management
8 1 (4.35%) Agile Software Development
8 1 (4.35%) Change Control
8 1 (4.35%) Data Architecture
8 1 (4.35%) Data Integration
8 1 (4.35%) Data Visualisation
8 1 (4.35%) Dimensional Modelling
8 1 (4.35%) Requirements Analysis
8 1 (4.35%) Statistics
8 1 (4.35%) Visualisation
Programming Languages
1 23 (100.00%) SQL
2 16 (69.57%) T-SQL
3 7 (30.43%) C#
3 7 (30.43%) Python
4 5 (21.74%) VB
5 1 (4.35%) Data Analysis Expressions (DAX)
5 1 (4.35%) VB.NET
Qualifications
1 4 (17.39%) Degree
2 1 (4.35%) MCSE
2 1 (4.35%) Microsoft Certification
Quality Assurance & Compliance
1 3 (13.04%) SNOMED CT
2 1 (4.35%) Data Quality
Vendors
1 14 (60.87%) Microsoft
2 7 (30.43%) Splunk
3 4 (17.39%) Dell
4 3 (13.04%) RedGate
5 1 (4.35%) Cognos
5 1 (4.35%) Sun
5 1 (4.35%) Tableau
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