Period
to 18 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Hertfordshire 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 18 November 2017 with a comparison to the same period in the previous 2 years.

The Kimball Lifecycle
East of England > Hertfordshire
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 194 211 -
Rank change year-on-year +17 - +224
Permanent jobs citing Kimball Methodology 22 7 0
As % of all permanent IT jobs advertised in Hertfordshire 0.50% 0.16% -
As % of the Processes & Methodologies category 0.60% 0.18% -
Number of salaries quoted 19 7 0
Hertfordshire median annual salary £55,000 £61,000 -
Median salary % change year-on-year -9.84% - -
East of England median annual salary £51,250 £61,000 £48,750
% change year-on-year -15.98% +25.13% -9.30%

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 Hertfordshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Hertfordshire
Permanent vacancies with a requirement for process or methodology skills 3690 3924 4721
As % of all permanent IT jobs advertised in Hertfordshire 84.61% 87.79% 87.49%
Number of salaries quoted 3111 3241 3834
Hertfordshire median annual salary £47,500 £50,000 £47,500
Median salary % change year-on-year -5.00% +5.26% +2.43%
10th Percentile £28,500 £27,500 £26,750
90th Percentile £71,250 £72,500 £71,250
East of England median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - +3.45%

Kimball Methodology
Job Vacancy Trend in Hertfordshire

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

Job vacancy trend for Kimball Methodology in Hertfordshire

Kimball Methodology
Salary Trend in Hertfordshire

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

Salary trend for Kimball Methodology in Hertfordshire

Kimball Methodology
Salary Histogram in Hertfordshire

The salary distribution of IT jobs citing Kimball Methodology in Hertfordshire over the 6 months to 18 November 2017.

Salary histogram for Kimball Methodology in Hertfordshire

Kimball Methodology
Job Locations in Hertfordshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Kimball Methodology within the Hertfordshire region over the 6 months to 18 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
Watford - 17 £55,000 -
Welwyn Garden City - 2 £47,500 -
Hatfield - 2 £42,500 -
Hemel Hempstead +2 1 £45,000 -28.00%
Kimball Methodology
East of England

For the 6 months to 18 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 Hertfordshire region with a requirement for Kimball Methodology.

1 22 (100.00%) SQL
1 22 (100.00%) SQL Server
1 22 (100.00%) Data Warehouse
1 22 (100.00%) ETL
1 22 (100.00%) SQL Server Integration Services
1 22 (100.00%) SQL Server Analysis Services
2 21 (95.45%) Business Intelligence
2 21 (95.45%) T-SQL
3 20 (90.91%) Microsoft
4 18 (81.82%) SQL Server 2012
4 18 (81.82%) Data Modelling
5 17 (77.27%) .NET
5 17 (77.27%) Cognos
5 17 (77.27%) MDX
5 17 (77.27%) ETL Development
5 17 (77.27%) Power BI
6 16 (72.73%) SQL Server 2014
6 16 (72.73%) SQL Server 2016
6 16 (72.73%) Inmon Methodology
6 16 (72.73%) Performance Tuning
6 16 (72.73%) REST
6 16 (72.73%) Database Tuning
6 16 (72.73%) Team Foundation Server
6 16 (72.73%) PowerShell
6 16 (72.73%) Unit Testing
6 16 (72.73%) IBM
6 16 (72.73%) VBA
6 16 (72.73%) SOAP
6 16 (72.73%) Web Services
6 16 (72.73%) MS Access

Kimball Methodology
Co-occurring IT Skills in Hertfordshire 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:

Communications & Networking
1 14 (63.64%) DNS
1 14 (63.64%) Firewall
Database & Business Intelligence
1 22 (100.00%) Data Warehouse
1 22 (100.00%) SQL Server
1 22 (100.00%) SQL Server Analysis Services
1 22 (100.00%) SQL Server Integration Services
2 18 (81.82%) SQL Server 2012
3 17 (77.27%) Power BI
4 16 (72.73%) MS Access
4 16 (72.73%) SQL Server 2014
4 16 (72.73%) SQL Server 2016
5 14 (63.64%) SAP Data Services
6 9 (40.91%) SAP BW
7 5 (22.73%) SQL Server Reporting Services
8 3 (13.64%) Big Data
8 3 (13.64%) OLAP
8 3 (13.64%) OLAP Cube
9 2 (9.09%) QlikView
9 2 (9.09%) SQL Server 2008
9 2 (9.09%) Star Schema
10 1 (4.55%) RDBMS
10 1 (4.55%) SQL Server 2005
Development Applications
1 16 (72.73%) Team Foundation Server
2 2 (9.09%) SQL Server Management Studio (SSMS)
3 1 (4.55%) Visual Studio
General
1 2 (9.09%) Advertising
2 1 (4.55%) Finance
Job Titles
1 22 (100.00%) Developer
2 20 (90.91%) Business Intelligence Developer
3 4 (18.18%) Data Warehouse Developer
3 4 (18.18%) Microsoft BI Developer
4 3 (13.64%) Microsoft Developer
4 3 (13.64%) SSAS Developer
5 2 (9.09%) Business Developer
5 2 (9.09%) SQL Developer
5 2 (9.09%) SQL Server Data Warehouse Developer
5 2 (9.09%) SQL Server Developer
5 2 (9.09%) SSIS Developer
6 1 (4.55%) Analyst
6 1 (4.55%) Analyst Developer
6 1 (4.55%) Business Intelligence Analyst
6 1 (4.55%) Developer Analyst
6 1 (4.55%) ETL Developer
6 1 (4.55%) Report Developer
6 1 (4.55%) SQL BI Developer
6 1 (4.55%) SQL Server BI Developer
6 1 (4.55%) SSRS Developer
Libraries, Frameworks & Software Standards
1 17 (77.27%) .NET
1 17 (77.27%) MDX
2 16 (72.73%) REST
2 16 (72.73%) SOAP
2 16 (72.73%) Web Services
Miscellaneous
1 1 (4.55%) Analytical Skills
1 1 (4.55%) Computer Science
1 1 (4.55%) Management Information System
Processes & Methodologies
1 22 (100.00%) ETL
2 21 (95.45%) Business Intelligence
3 18 (81.82%) Data Modelling
4 17 (77.27%) ETL Development
5 16 (72.73%) Database Tuning
5 16 (72.73%) Inmon Methodology
5 16 (72.73%) Performance Tuning
5 16 (72.73%) Unit Testing
6 2 (9.09%) Data Protection
6 2 (9.09%) Dimensional Modelling
7 1 (4.55%) Agile Software Development
7 1 (4.55%) Data Visualisation
7 1 (4.55%) Stakeholder Engagement
7 1 (4.55%) Time Management
7 1 (4.55%) Visualisation
7 1 (4.55%) Workflow
Programming Languages
1 22 (100.00%) SQL
2 21 (95.45%) T-SQL
3 16 (72.73%) PowerShell
3 16 (72.73%) VBA
4 1 (4.55%) C#
4 1 (4.55%) Data Analysis Expressions (DAX)
4 1 (4.55%) VB.NET
Qualifications
1 1 (4.55%) Degree
Vendors
1 20 (90.91%) Microsoft
2 17 (77.27%) Cognos
3 16 (72.73%) IBM
4 11 (50.00%) SAP
5 1 (4.55%) Google
5 1 (4.55%) Tableau
5 1 (4.55%) Twitter