Period
to 20 November 2017

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 6 months to 20 November 2017 with a comparison to the same period in the previous 2 years.

The Kimball Lifecycle
England > Yorkshire
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 284 280 322
Rank change year-on-year -4 +42 +15
Permanent jobs citing Kimball Methodology 35 48 36
As % of all permanent IT jobs advertised in Yorkshire 0.36% 0.44% 0.27%
As % of the Processes & Methodologies category 0.40% 0.49% 0.30%
Number of salaries quoted 26 45 36
Yorkshire median annual salary £38,000 £45,000 £40,000
Median salary % change year-on-year -15.56% +12.50% -11.11%
10th Percentile £27,625 £37,500 £32,000
90th Percentile £51,250 £48,750 £50,625
England median annual salary £50,000 £53,500 £52,500
% change year-on-year -6.54% +1.90% -4.55%

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 Yorkshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Yorkshire
Permanent vacancies with a requirement for process or methodology skills 8848 9864 11922
As % of all permanent IT jobs advertised in Yorkshire 90.17% 89.46% 90.25%
Number of salaries quoted 7407 8294 9703
Yorkshire median annual salary £42,500 £42,000 £40,000
Median salary % change year-on-year +1.19% +5.00% +1.27%
10th Percentile £26,250 £26,250 £26,000
90th Percentile £61,250 £62,500 £60,000
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

Kimball Methodology
Job Vacancy Trend in Yorkshire

Job postings citing Kimball Methodology as a percentage of all IT jobs advertised in Yorkshire.

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
Salary Histogram in Yorkshire

The salary distribution of IT jobs citing Kimball Methodology in Yorkshire over the 6 months to 20 November 2017.

Salary histogram 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 6 months to 20 November 2017. 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
West Yorkshire -3 20 £38,500 -14.44% 5
South Yorkshire +31 11 £30,500 -6.15%
East Yorkshire - 3 £45,000 -
Kimball Methodology
England

For the 6 months to 20 November 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 29 (82.86%) Data Warehouse
1 29 (82.86%) Business Intelligence
2 28 (80.00%) SQL
3 25 (71.43%) Data Modelling
4 24 (68.57%) ETL
5 22 (62.86%) SQL Server Integration Services
6 21 (60.00%) SQL Server
7 19 (54.29%) SQL Server Reporting Services
7 19 (54.29%) SQL Server Analysis Services
8 18 (51.43%) Microsoft
9 15 (42.86%) Power BI
10 14 (40.00%) Relational Database
10 14 (40.00%) Agile Software Development
11 13 (37.14%) Tableau
11 13 (37.14%) Analytics
11 13 (37.14%) Analytical Skills
12 11 (31.43%) T-SQL
13 10 (28.57%) Data Visualisation
14 9 (25.71%) Visualisation
14 9 (25.71%) Oracle
14 9 (25.71%) Star Schema
14 9 (25.71%) SQL Server 2014
14 9 (25.71%) Coaching
15 8 (22.86%) Finance
15 8 (22.86%) Alteryx
16 7 (20.00%) High Availability
16 7 (20.00%) BusinessObjects Web Intelligence
16 7 (20.00%) Marketing
16 7 (20.00%) Credit Risk
16 7 (20.00%) BusinessObjects

Kimball Methodology
Co-occurring 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 7 (20.00%) SAS
2 2 (5.71%) SharePoint
Applications
1 7 (20.00%) SPSS
2 4 (11.43%) Microsoft Excel
3 3 (8.57%) Microsoft Office
Cloud Services
1 6 (17.14%) Microsoft Azure
2 2 (5.71%) Cortana Intelligence Suite
3 1 (2.86%) Amazon AWS
Database & Business Intelligence
1 29 (82.86%) Data Warehouse
2 22 (62.86%) SQL Server Integration Services
3 21 (60.00%) SQL Server
4 19 (54.29%) SQL Server Analysis Services
4 19 (54.29%) SQL Server Reporting Services
5 15 (42.86%) Power BI
6 14 (40.00%) Relational Database
7 9 (25.71%) SQL Server 2014
7 9 (25.71%) Star Schema
8 7 (20.00%) BusinessObjects
8 7 (20.00%) BusinessObjects Web Intelligence
8 7 (20.00%) Lumira
8 7 (20.00%) Oracle Discoverer
9 6 (17.14%) RDBMS
9 6 (17.14%) SQL Server 2012
9 6 (17.14%) SQL Server 2016
10 5 (14.29%) Data Mining
11 4 (11.43%) Microsoft Analysis Services
11 4 (11.43%) SQL Server 2008
12 3 (8.57%) Hadoop
Development Applications
1 7 (20.00%) Toad
2 5 (14.29%) Team Foundation Server
3 3 (8.57%) SQL Server Management Studio (SSMS)
3 3 (8.57%) Visual Studio
4 1 (2.86%) Talend Open Studio
General
1 8 (22.86%) Finance
2 7 (20.00%) Marketing
3 5 (14.29%) Advertising
4 2 (5.71%) Retail
Job Titles
1 14 (40.00%) Analyst
1 14 (40.00%) Business Intelligence Analyst
1 14 (40.00%) Developer
2 8 (22.86%) Data Warehouse Developer
3 5 (14.29%) Business Intelligence Developer
4 4 (11.43%) SSIS Developer
5 3 (8.57%) Senior Analyst
5 3 (8.57%) Senior Business Intelligence Analyst
6 2 (5.71%) Architect
6 2 (5.71%) Business Consultant
6 2 (5.71%) Business Intelligence Consultant
6 2 (5.71%) Consultant
6 2 (5.71%) Data Architect
6 2 (5.71%) Data Modeller
6 2 (5.71%) Data Warehouse Architect
6 2 (5.71%) ETL Developer
6 2 (5.71%) Microsoft BI Consultant
6 2 (5.71%) Microsoft Consultant
7 1 (2.86%) Lead Data Architect
7 1 (2.86%) Senior Architect
Libraries, Frameworks & Software Standards
1 3 (8.57%) .NET
2 2 (5.71%) Middleware
3 1 (2.86%) CSS
3 1 (2.86%) HTML
Miscellaneous
1 13 (37.14%) Analytical Skills
2 7 (20.00%) Credit Risk
3 6 (17.14%) Computer Science
Processes & Methodologies
1 29 (82.86%) Business Intelligence
2 25 (71.43%) Data Modelling
3 24 (68.57%) ETL
4 14 (40.00%) Agile Software Development
5 13 (37.14%) Analytics
6 10 (28.57%) Data Visualisation
7 9 (25.71%) Coaching
7 9 (25.71%) Visualisation
8 7 (20.00%) High Availability
9 6 (17.14%) Economics
9 6 (17.14%) ERP
9 6 (17.14%) Marketing Analytics
9 6 (17.14%) Statistics
9 6 (17.14%) Time Management
10 4 (11.43%) Data Architecture
10 4 (11.43%) Data Governance
10 4 (11.43%) Data Mapping
10 4 (11.43%) Disaster Recovery
11 3 (8.57%) Data Analysis
11 3 (8.57%) Unit Testing
Programming Languages
1 28 (80.00%) SQL
2 11 (31.43%) T-SQL
3 7 (20.00%) MATLAB
3 7 (20.00%) R
4 6 (17.14%) VBA
5 3 (8.57%) C#
5 3 (8.57%) Java
5 3 (8.57%) VB
5 3 (8.57%) VB.NET
6 1 (2.86%) Data Analysis Expressions (DAX)
6 1 (2.86%) JavaScript
6 1 (2.86%) PowerShell
6 1 (2.86%) Python
Qualifications
1 6 (17.14%) Degree
1 6 (17.14%) Postgraduate
2 3 (8.57%) MCP
2 3 (8.57%) MCSA
2 3 (8.57%) Microsoft Certification
3 2 (5.71%) SC Cleared
3 2 (5.71%) Security Cleared
Quality Assurance & Compliance
1 4 (11.43%) Data Quality
Vendors
1 18 (51.43%) Microsoft
2 13 (37.14%) Tableau
3 9 (25.71%) Oracle
4 8 (22.86%) Alteryx
5 4 (11.43%) Cognos
5 4 (11.43%) RedGate
6 3 (8.57%) Progress
7 2 (5.71%) SAP
8 1 (2.86%) IDERA
8 1 (2.86%) Informatica
8 1 (2.86%) Logi
8 1 (2.86%) Logi Analytics
8 1 (2.86%) MicroStrategy
8 1 (2.86%) Splunk
8 1 (2.86%) Talend