Period
to 20 November 2017

The following table provides summary statistics for permanent job vacancies advertised in the East of England 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 > East of England
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 321 351 381
Rank change year-on-year +30 +30 -8
Permanent jobs citing Kimball Methodology 36 9 13
As % of all permanent IT jobs advertised in the East of England 0.30% 0.069% 0.085%
As % of the Processes & Methodologies category 0.34% 0.078% 0.097%
Number of salaries quoted 30 9 13
East of England median annual salary £50,000 £61,000 £50,000
Median salary % change year-on-year -18.03% +22.00% -6.98%
10th Percentile £34,875 £54,300 £33,000
90th Percentile £55,000 £77,500 £73,550
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 East of England with a requirement for process or methodology skills.

All Process and Methodology Skills
East of England
Permanent vacancies with a requirement for process or methodology skills 10617 11542 13379
As % of all permanent IT jobs advertised in the East of England 88.05% 88.51% 87.15%
Number of salaries quoted 8626 9519 10992
East of England median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - +3.45%
10th Percentile £27,500 £26,750 £26,250
90th Percentile £70,000 £70,000 £67,500
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 East of England

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

Job vacancy trend for Kimball Methodology in the East of England

Kimball Methodology
Salary Trend in the East of England

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

Salary trend for Kimball Methodology in the East of England

Kimball Methodology
Salary Histogram in the East of England

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

Salary histogram for Kimball Methodology in the East of England

Kimball Methodology
Job Locations in the East of 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 East of England 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
Hertfordshire +18 24 £55,000 -9.84% 2
Essex +25 5 £37,500 -50.00%
Bedfordshire +30 2 £50,000 -16.67%
Cambridgeshire - 2 - - 1
Suffolk - 2 £50,000 -
Norfolk - 1 £35,000 -
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 East of England region with a requirement for Kimball Methodology.

1 36 (100.00%) SQL Server
1 36 (100.00%) SQL Server Integration Services
2 35 (97.22%) Data Warehouse
3 34 (94.44%) ETL
3 34 (94.44%) Business Intelligence
4 33 (91.67%) SQL
4 33 (91.67%) SQL Server Analysis Services
5 31 (86.11%) T-SQL
6 29 (80.56%) Microsoft
7 22 (61.11%) SQL Server 2012
8 19 (52.78%) MDX
8 19 (52.78%) Power BI
8 19 (52.78%) SQL Server 2014
8 19 (52.78%) Data Modelling
8 19 (52.78%) .NET
9 18 (50.00%) SQL Server Reporting Services
9 18 (50.00%) Performance Tuning
9 18 (50.00%) Inmon Methodology
10 17 (47.22%) SQL Server 2016
10 17 (47.22%) ETL Development
10 17 (47.22%) Cognos
11 16 (44.44%) IBM
11 16 (44.44%) VBA
11 16 (44.44%) SOAP
11 16 (44.44%) Web Services
11 16 (44.44%) MS Access
11 16 (44.44%) Unit Testing
11 16 (44.44%) REST
11 16 (44.44%) PowerShell
11 16 (44.44%) Database Tuning

Kimball Methodology
Co-occurring IT Skills in the East of 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:

Applications
1 4 (11.11%) Microsoft Excel
Cloud Services
1 1 (2.78%) Amazon AWS
1 1 (2.78%) Microsoft Azure
Communications & Networking
1 14 (38.89%) DNS
1 14 (38.89%) Firewall
Database & Business Intelligence
1 36 (100.00%) SQL Server
1 36 (100.00%) SQL Server Integration Services
2 35 (97.22%) Data Warehouse
3 33 (91.67%) SQL Server Analysis Services
4 22 (61.11%) SQL Server 2012
5 19 (52.78%) Power BI
5 19 (52.78%) SQL Server 2014
6 18 (50.00%) SQL Server Reporting Services
7 17 (47.22%) SQL Server 2016
8 16 (44.44%) MS Access
9 14 (38.89%) SAP Data Services
10 11 (30.56%) OLAP
11 9 (25.00%) SAP BW
12 6 (16.67%) OLAP Cube
13 4 (11.11%) Big Data
13 4 (11.11%) NoSQL
13 4 (11.11%) OLTP
13 4 (11.11%) Star Schema
14 3 (8.33%) SQL Server 2005
14 3 (8.33%) SQL Server 2008
Development Applications
1 16 (44.44%) Team Foundation Server
2 5 (13.89%) SQL Server Management Studio (SSMS)
3 2 (5.56%) Visual Studio
General
1 8 (22.22%) Advertising
2 6 (16.67%) Finance
3 2 (5.56%) Banking
Job Titles
1 31 (86.11%) Developer
2 24 (66.67%) Business Intelligence Developer
3 8 (22.22%) Data Warehouse Developer
4 7 (19.44%) SQL Developer
4 7 (19.44%) SSAS Developer
5 5 (13.89%) SSRS Developer
6 4 (11.11%) Business Developer
6 4 (11.11%) Microsoft BI Developer
6 4 (11.11%) SSIS Developer
7 3 (8.33%) Analyst
7 3 (8.33%) ETL Developer
7 3 (8.33%) Microsoft Developer
7 3 (8.33%) SQL BI Developer
8 2 (5.56%) Business Intelligence Analyst
8 2 (5.56%) DBA
8 2 (5.56%) Lead Developer
8 2 (5.56%) SQL DBA
8 2 (5.56%) SQL Server Data Warehouse Developer
8 2 (5.56%) SQL Server Developer
8 2 (5.56%) T-SQL Developer
Libraries, Frameworks & Software Standards
1 19 (52.78%) .NET
1 19 (52.78%) MDX
2 16 (44.44%) REST
2 16 (44.44%) SOAP
2 16 (44.44%) Web Services
3 2 (5.56%) .NET Framework
3 2 (5.56%) XML
Miscellaneous
1 4 (11.11%) Analytical Skills
2 2 (5.56%) Clustering
2 2 (5.56%) Credit Risk
2 2 (5.56%) Greenfield Project
3 1 (2.78%) Computer Science
3 1 (2.78%) Management Information System
3 1 (2.78%) Replication
Operating Systems
1 1 (2.78%) Windows
1 1 (2.78%) Windows Server
Processes & Methodologies
1 34 (94.44%) Business Intelligence
1 34 (94.44%) ETL
2 19 (52.78%) Data Modelling
3 18 (50.00%) Inmon Methodology
3 18 (50.00%) Performance Tuning
4 17 (47.22%) ETL Development
5 16 (44.44%) Database Tuning
5 16 (44.44%) Unit Testing
6 4 (11.11%) Dimensional Modelling
7 3 (8.33%) Visualisation
8 2 (5.56%) Data Architecture
8 2 (5.56%) Data Protection
8 2 (5.56%) Data Visualisation
8 2 (5.56%) Performance Monitoring
8 2 (5.56%) Single Customer View
8 2 (5.56%) Stakeholder Management
9 1 (2.78%) Agile Software Development
9 1 (2.78%) Data Acquisition
9 1 (2.78%) ITIL
9 1 (2.78%) Workflow
Programming Languages
1 33 (91.67%) SQL
2 31 (86.11%) T-SQL
3 16 (44.44%) PowerShell
3 16 (44.44%) VBA
4 5 (13.89%) C#
5 2 (5.56%) Go
5 2 (5.56%) Python
6 1 (2.78%) Data Analysis Expressions (DAX)
6 1 (2.78%) VB.NET
Qualifications
1 1 (2.78%) Degree
1 1 (2.78%) Microsoft Certification
Quality Assurance & Compliance
1 1 (2.78%) Data Quality
Systems Management
1 1 (2.78%) Failover Clustering
1 1 (2.78%) Perfmon
Vendors
1 29 (80.56%) Microsoft
2 17 (47.22%) Cognos
3 16 (44.44%) IBM
4 11 (30.56%) SAP
5 1 (2.78%) Google
5 1 (2.78%) Informatica
5 1 (2.78%) Oracle
5 1 (2.78%) Tableau
5 1 (2.78%) Twitter