The following table provides summary statistics for permanent job vacancies advertised in Hertfordshire with a requirement for Dimensional Modelling skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Dimensional Modelling over the 3 months to 25 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
25 Mar 2017
Same period 2016 Same period 2015
Dimensional Modelling
East of England / Hertfordshire
Rank 140 148 150
Rank change year-on-year +8 +2  
Permanent jobs citing Dimensional Modelling 2 11 8
As % of all permanent IT jobs advertised in Hertfordshire 0.091% 0.43% 0.35%
As % of the Processes & Methodologies category 0.10% 0.50% 0.42%
Number of salaries quoted 1 11 8
Median salary £45,000 £52,500 £44,500
Median salary % change year-on-year -14.28% +17.97%  
UK excluding London median salary £45,000 £45,000 £45,000

Dimensional Modelling 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 Hertfordshire with a requirement for process and methodology skills.

Process & Methodology Skills
Hertfordshire
Permanent job vacancies with a requirement for process and methodology skills 1925 2215 1889
As % of all permanent IT job vacancies advertised in Hertfordshire 87.86% 86.29% 81.49%
Number of salaries quoted 1594 1780 1472
Median salary £50,000 £52,135 £50,000
Median salary % change year-on-year -4.09% +4.27%  
90% offered a salary of more than £32,500 £32,500 £32,500
10% offered a salary of more than £70,000 £70,000 £75,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Dimensional Modelling
Job Vacancy Trend in Hertfordshire

The job posting trend of jobs advertised in Hertfordshire citing Dimensional Modelling as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Dimensional Modelling in Hertfordshire

Dimensional Modelling
Salary Trend in Hertfordshire

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

Salary trend for Dimensional Modelling in Hertfordshire

Dimensional Modelling
Job Locations in Hertfordshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Dimensional Modelling within the Hertfordshire region over the 3 months to 25 March 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Borehamwood - 1 £45,000 -
Letchworth - 1 - -
Dimensional Modelling
East of England

Dimensional Modelling
Top 30 Related IT Skills in Hertfordshire

For the 6 months to 25 March 2017, IT jobs citing Dimensional Modelling 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 Dimensional Modelling.

1 4 (100.00%) SQL
1 4 (100.00%) ETL
1 4 (100.00%) Business Intelligence
1 4 (100.00%) Data Warehouse
1 4 (100.00%) SQL Server Reporting Services
1 4 (100.00%) SQL Server Integration Services
1 4 (100.00%) Degree
2 3 (75.00%) MDX
2 3 (75.00%) Mathematics
2 3 (75.00%) Physics
2 3 (75.00%) Computer Science
2 3 (75.00%) SQL Server Analysis Services
2 3 (75.00%) Billing
2 3 (75.00%) Management Information System
2 3 (75.00%) DTS
2 3 (75.00%) T-SQL
2 3 (75.00%) .NET
2 3 (75.00%) SQL Server
2 3 (75.00%) OLAP
2 3 (75.00%) R
2 3 (75.00%) Analytics
2 3 (75.00%) Data Transformation
2 3 (75.00%) SQL Server Management Studio (SSMS)
2 3 (75.00%) Analytical Skills
2 3 (75.00%) OLAP Cube
2 3 (75.00%) SDLC
2 3 (75.00%) Performance Optimisation
2 3 (75.00%) SQL Server 2014
2 3 (75.00%) SQL Server 2016
2 3 (75.00%) Software Engineering

Dimensional Modelling
Top Related 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:

Applications
1 1 (25.00%) MS PowerPoint
1 1 (25.00%) MS Visio
Cloud Services
1 3 (75.00%) SaaS
Database & Business Intelligence
1 4 (100.00%) Data Warehouse
1 4 (100.00%) SQL Server Integration Services
1 4 (100.00%) SQL Server Reporting Services
2 3 (75.00%) DTS
2 3 (75.00%) Microsoft Analysis Services
2 3 (75.00%) OLAP
2 3 (75.00%) OLAP Cube
2 3 (75.00%) SQL Server
2 3 (75.00%) SQL Server 2005
2 3 (75.00%) SQL Server 2014
2 3 (75.00%) SQL Server 2016
2 3 (75.00%) SQL Server Analysis Services
3 1 (25.00%) BusinessObjects
Development Applications
1 3 (75.00%) SQL Server Management Studio (SSMS)
General
1 3 (75.00%) Billing
Job Titles
1 3 (75.00%) Developer
1 3 (75.00%) SQL Developer
2 1 (25.00%) Analyst
2 1 (25.00%) Business Intelligence Analyst
Libraries, Frameworks & Software Standards
1 3 (75.00%) .NET
1 3 (75.00%) MDX
2 1 (25.00%) SAP XI
Miscellaneous
1 3 (75.00%) Analytical Skills
1 3 (75.00%) Computer Science
1 3 (75.00%) Management Information System
Processes & Methodologies
1 4 (100.00%) Business Intelligence
1 4 (100.00%) ETL
2 3 (75.00%) Analytics
2 3 (75.00%) Data Transformation
2 3 (75.00%) Mathematics
2 3 (75.00%) Performance Optimisation
2 3 (75.00%) Physics
2 3 (75.00%) SDLC
2 3 (75.00%) Software Engineering
3 1 (25.00%) Business Analysis
3 1 (25.00%) Data Analysis
3 1 (25.00%) ITIL
3 1 (25.00%) PRINCE2
3 1 (25.00%) QMS
3 1 (25.00%) System Testing
3 1 (25.00%) Validation
3 1 (25.00%) Visualisation
3 1 (25.00%) Workflow
Programming Languages
1 4 (100.00%) SQL
2 3 (75.00%) R
2 3 (75.00%) T-SQL
Qualifications
1 4 (100.00%) Degree
2 1 (25.00%) CBAP
2 1 (25.00%) ISEB
Vendors
1 1 (25.00%) Microsoft
1 1 (25.00%) SAP