The following table provides summary statistics for permanent job vacancies advertised in Ipswich 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 28 June 2017 with a comparison to the same period in the previous 2 years.

The Kimball Lifecycle
Suffolk / Ipswich
3 months to
28 Jun 2017
Same period 2016 Same period 2015
Rank 40 - -
Rank change year-on-year - 0  
Permanent jobs citing Kimball Methodology 3 0 0
As % of all permanent IT jobs advertised in Ipswich 1.33% - -
As % of the Processes & Methodologies category 1.43% - -
Number of salaries quoted 2 0 0
Median salary £46,250 - -
UK excluding London median salary £42,500 £45,000 £45,000
% change year-on-year -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 Ipswich with a requirement for process and methodology skills.

Process & Methodology Skills
Ipswich
Permanent job vacancies with a requirement for process and methodology skills 210 290 410
As % of all permanent IT job vacancies advertised in Ipswich 92.92% 87.88% 85.24%
Number of salaries quoted 972 1125 1331
Median salary £42,500 £45,000 £40,000
Median salary % change year-on-year -5.55% +12.50%  
90% offered a salary of more than £31,250 £28,750 £23,500
10% offered a salary of more than £58,750 £55,000 £62,500
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Kimball Methodology
Job Vacancy Trend in Ipswich

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

Job vacancy trend for Kimball Methodology in Ipswich

Kimball Methodology
Salary Trend in Ipswich

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

Salary trend for Kimball Methodology in Ipswich

For the 6 months to 28 June 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 Ipswich region with a requirement for Kimball Methodology.

1 7 (100.00%) SQL Server
1 7 (100.00%) Data Warehouse
2 4 (57.14%) Microsoft Certification
2 4 (57.14%) SQL Server Integration Services
2 4 (57.14%) SQL Server 2008
2 4 (57.14%) NoSQL
2 4 (57.14%) Big Data
2 4 (57.14%) Inmon Methodology
3 3 (42.86%) Data Architecture
3 3 (42.86%) SQL Server Analysis Services
3 3 (42.86%) Agile Software Development
3 3 (42.86%) SQL Server Reporting Services
3 3 (42.86%) Data Modelling
3 3 (42.86%) Microsoft
3 3 (42.86%) ETL
3 3 (42.86%) Business Intelligence
3 3 (42.86%) SQL
4 2 (28.57%) Oracle
4 2 (28.57%) Visual Studio
4 2 (28.57%) ITIL
4 2 (28.57%) MCSD
4 2 (28.57%) Windows
4 2 (28.57%) MCSA
4 2 (28.57%) Python
4 2 (28.57%) CCA
4 2 (28.57%) Citrix Certification
4 2 (28.57%) Finance
4 2 (28.57%) Stakeholder Management
4 2 (28.57%) Replication
4 2 (28.57%) Clustering

Kimball Methodology
Co-occurring IT Skills in Ipswich 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 (28.57%) Apache Spark
Cloud Services
1 2 (28.57%) Amazon AWS
1 2 (28.57%) Microsoft Azure
Database & Business Intelligence
1 7 (100.00%) Data Warehouse
1 7 (100.00%) SQL Server
2 4 (57.14%) Big Data
2 4 (57.14%) NoSQL
2 4 (57.14%) SQL Server 2008
2 4 (57.14%) SQL Server Integration Services
3 3 (42.86%) SQL Server Analysis Services
3 3 (42.86%) SQL Server Reporting Services
4 2 (28.57%) Apache Hive
4 2 (28.57%) Biml
4 2 (28.57%) Business Intelligence Development Studio
4 2 (28.57%) Hadoop
4 2 (28.57%) Impala
4 2 (28.57%) SQL Server 2012
4 2 (28.57%) SQL Server 2014
5 1 (14.29%) Data Mining
5 1 (14.29%) Kalido
5 1 (14.29%) OLTP
5 1 (14.29%) RDBMS
5 1 (14.29%) Relational Database
Development Applications
1 2 (28.57%) SQL Server Management Studio (SSMS)
1 2 (28.57%) Visual Studio
General
1 2 (28.57%) Finance
1 2 (28.57%) Marketing
2 1 (14.29%) Advertising
Job Titles
1 3 (42.86%) Developer
2 2 (28.57%) Administrator
2 2 (28.57%) Apache Spark Developer
2 2 (28.57%) Architect
2 2 (28.57%) Big Data Developer
2 2 (28.57%) Data Architect
2 2 (28.57%) DBA
2 2 (28.57%) ETL Developer
2 2 (28.57%) Hadoop Developer
2 2 (28.57%) Python Developer
2 2 (28.57%) Solutions Architect
2 2 (28.57%) SQL DBA
2 2 (28.57%) SQL Server DBA
3 1 (14.29%) Data Warehouse Developer
Libraries, Frameworks & Software Standards
1 2 (28.57%) PySpark
Miscellaneous
1 2 (28.57%) Analytical Skills
1 2 (28.57%) Clustering
1 2 (28.57%) Replication
Operating Systems
1 2 (28.57%) Windows
1 2 (28.57%) Windows Server
Processes & Methodologies
1 4 (57.14%) Inmon Methodology
2 3 (42.86%) Agile Software Development
2 3 (42.86%) Business Intelligence
2 3 (42.86%) Data Architecture
2 3 (42.86%) Data Modelling
2 3 (42.86%) ETL
3 2 (28.57%) Dashboard Development
3 2 (28.57%) Data Ingestion
3 2 (28.57%) Database Mirroring
3 2 (28.57%) ETL Development
3 2 (28.57%) High Availability
3 2 (28.57%) ITIL
3 2 (28.57%) Performance Tuning
3 2 (28.57%) Software Testing
3 2 (28.57%) Stakeholder Management
4 1 (14.29%) Analytics
4 1 (14.29%) Data Acquisition
4 1 (14.29%) Investment Management
4 1 (14.29%) IT Strategy
4 1 (14.29%) Risk Identification and Mitigation
Programming Languages
1 3 (42.86%) SQL
2 2 (28.57%) Python
Qualifications
1 4 (57.14%) Microsoft Certification
2 2 (28.57%) CCA
2 2 (28.57%) Citrix Certification
2 2 (28.57%) MCSA
2 2 (28.57%) MCSD
3 1 (14.29%) Degree
Quality Assurance & Compliance
1 2 (28.57%) Data Quality
Systems Management
1 2 (28.57%) Failover Clustering
1 2 (28.57%) Oozie
1 2 (28.57%) Perfmon
Vendors
1 3 (42.86%) Microsoft
2 2 (28.57%) Cloudera
2 2 (28.57%) Oracle
3 1 (14.29%) Informatica