Period
to 17 November 2017

The following table provides summary statistics for permanent job vacancies advertised in the West Midlands 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 17 November 2017 with a comparison to the same period in the previous 2 years.

The Kimball Lifecycle
England > West Midlands
6 months to
17 Nov 2017
Same period 2016 Same period 2015
Rank 300 291 294
Rank change year-on-year -9 +3 -51
Permanent jobs citing Kimball Methodology 24 49 37
As % of all permanent IT jobs advertised in the West Midlands 0.24% 0.42% 0.34%
As % of the Processes & Methodologies category 0.27% 0.48% 0.38%
Number of salaries quoted 22 23 37
West Midlands median annual salary £42,500 £43,500 £47,500
Median salary % change year-on-year -2.30% -8.42% +23.38%
10th Percentile £37,500 £27,250 £37,500
90th Percentile £49,875 £53,500 £65,500
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 the West Midlands with a requirement for process or methodology skills.

All Process and Methodology Skills
West Midlands
Permanent vacancies with a requirement for process or methodology skills 9042 10303 9657
As % of all permanent IT jobs advertised in the West Midlands 88.87% 89.10% 87.71%
Number of salaries quoted 7335 8059 7968
West Midlands median annual salary £40,000 £40,000 £40,000
10th Percentile £25,500 £25,000 £24,750
90th Percentile £65,000 £63,750 £64,500
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

Kimball Methodology
Job Vacancy Trend in the West Midlands

Job postings citing Kimball Methodology as a percentage of all IT jobs advertised in the West Midlands.

Job vacancy trend for Kimball Methodology in the West Midlands

Kimball Methodology
Salary Trend in the West Midlands

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

Salary trend for Kimball Methodology in the West Midlands

Kimball Methodology
Salary Histogram in the West Midlands

The salary distribution of IT jobs citing Kimball Methodology in the West Midlands over the 6 months to 17 November 2017.

Salary histogram for Kimball Methodology in the West Midlands

Kimball Methodology
Job Locations in the West Midlands

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Kimball Methodology within the West Midlands region over the 6 months to 17 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
Birmingham +35 15 £40,000 -11.11%
Warwickshire +2 2 £42,500 -10.53%
Solihull - 2 £40,000 -
Staffordshire +3 1 £35,000 +18.64% 1
Kimball Methodology
England

For the 6 months to 17 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 West Midlands region with a requirement for Kimball Methodology.

1 21 (87.50%) SQL
2 19 (79.17%) SQL Server
2 19 (79.17%) Business Intelligence
2 19 (79.17%) SQL Server Integration Services
3 18 (75.00%) ETL
4 17 (70.83%) SQL Server Analysis Services
5 16 (66.67%) Microsoft Azure
5 16 (66.67%) SQL Server Reporting Services
5 16 (66.67%) Microsoft
5 16 (66.67%) Power BI
6 14 (58.33%) Tableau
6 14 (58.33%) T-SQL
7 13 (54.17%) MDX
7 13 (54.17%) Retail
7 13 (54.17%) QlikView
8 12 (50.00%) Data Warehouse
9 11 (45.83%) C#
9 11 (45.83%) .NET
9 11 (45.83%) Legal
9 11 (45.83%) Data Analysis Expressions (DAX)
10 10 (41.67%) SQL Server 2008
11 9 (37.50%) Mentoring
12 7 (29.17%) Oracle
12 7 (29.17%) Data Modelling
13 5 (20.83%) Dimensional Modelling
14 4 (16.67%) Visualisation
14 4 (16.67%) Analytics
15 3 (12.50%) BusinessObjects
15 3 (12.50%) PL/SQL
15 3 (12.50%) Oracle Database 11g

Kimball Methodology
Co-occurring IT Skills in the West Midlands 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 2 (8.33%) SharePoint
Business Applications
1 1 (4.17%) Dynamics AX
Cloud Services
1 16 (66.67%) Microsoft Azure
2 3 (12.50%) Azure Data Factory
3 1 (4.17%) Cortana Intelligence Suite
Database & Business Intelligence
1 19 (79.17%) SQL Server
1 19 (79.17%) SQL Server Integration Services
2 17 (70.83%) SQL Server Analysis Services
3 16 (66.67%) Power BI
3 16 (66.67%) SQL Server Reporting Services
4 13 (54.17%) QlikView
5 12 (50.00%) Data Warehouse
6 10 (41.67%) SQL Server 2008
7 3 (12.50%) Azure SQL Data Warehouse
7 3 (12.50%) Azure SQL Database
7 3 (12.50%) BusinessObjects
7 3 (12.50%) Oracle Database
7 3 (12.50%) Oracle Database 11g
7 3 (12.50%) Oracle Database 12c
8 2 (8.33%) Big Data
8 2 (8.33%) Crystal Reports
8 2 (8.33%) Data Mining
8 2 (8.33%) OLAP
8 2 (8.33%) SQL Server 2014
8 2 (8.33%) SQL Server 2016
Development Applications
1 3 (12.50%) Team Foundation Server
General
1 13 (54.17%) Retail
2 11 (45.83%) Legal
Job Titles
1 20 (83.33%) Developer
2 13 (54.17%) Business Intelligence Developer
3 9 (37.50%) SQL BI Developer
3 9 (37.50%) SQL Developer
4 7 (29.17%) SQL Server BI Developer
4 7 (29.17%) SQL Server Developer
5 5 (20.83%) SSAS Developer
5 5 (20.83%) SSIS Developer
5 5 (20.83%) SSRS Developer
6 4 (16.67%) Applications Developer
6 4 (16.67%) Data Warehouse Developer
7 3 (12.50%) Oracle Data Warehouse Developer
7 3 (12.50%) Oracle Developer
8 2 (8.33%) Architect
8 2 (8.33%) Data Architect
8 2 (8.33%) Data Modeller
8 2 (8.33%) Microsoft BI Developer
8 2 (8.33%) Senior Business Intelligence Developer
8 2 (8.33%) Senior Developer
9 1 (4.17%) Business Developer
Libraries, Frameworks & Software Standards
1 13 (54.17%) MDX
2 11 (45.83%) .NET
3 2 (8.33%) XML
3 2 (8.33%) XML Messaging
Miscellaneous
1 2 (8.33%) Analytical Skills
Processes & Methodologies
1 19 (79.17%) Business Intelligence
2 18 (75.00%) ETL
3 9 (37.50%) Mentoring
4 7 (29.17%) Data Modelling
5 5 (20.83%) Dimensional Modelling
6 4 (16.67%) Analytics
6 4 (16.67%) Visualisation
7 2 (8.33%) Data Cleansing
7 2 (8.33%) Data Integration
7 2 (8.33%) Inmon Methodology
7 2 (8.33%) TOGAF
7 2 (8.33%) UML
8 1 (4.17%) Business Analysis
8 1 (4.17%) Data Conversion
8 1 (4.17%) Data Management
8 1 (4.17%) Data Visualisation
8 1 (4.17%) ERP
8 1 (4.17%) Predictive Analytics
8 1 (4.17%) Stakeholder Management
8 1 (4.17%) Use Case
Programming Languages
1 21 (87.50%) SQL
2 14 (58.33%) T-SQL
3 11 (45.83%) C#
3 11 (45.83%) Data Analysis Expressions (DAX)
4 3 (12.50%) PL/SQL
Qualifications
1 1 (4.17%) SC Cleared
1 1 (4.17%) Security Cleared
Quality Assurance & Compliance
1 1 (4.17%) Data Quality
Vendors
1 16 (66.67%) Microsoft
2 14 (58.33%) Tableau
3 7 (29.17%) Oracle
4 1 (4.17%) JD Edwards