Period
to 20 November 2017

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 6 months to 20 November 2017 with a comparison to the same period in the previous 2 years.

Dimensional Modelling
East of England > Hertfordshire
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 207 210 234
Rank change year-on-year +3 +24 -10
Permanent jobs citing Dimensional Modelling 7 5 4
As % of all permanent IT jobs advertised in Hertfordshire 0.16% 0.11% 0.074%
As % of the Processes & Methodologies category 0.19% 0.13% 0.085%
Number of salaries quoted 4 5 1
Hertfordshire median annual salary £50,000 £45,000 £49,500
Median salary % change year-on-year +11.11% -9.09% +16.47%
10th Percentile £46,250 £38,750 £47,250
90th Percentile £58,875 £51,700 £51,750
East of England median annual salary £50,000 £38,000 £45,500
% change year-on-year +31.58% -16.48% -9.00%

Dimensional Modelling 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 3722 3893 4722
As % of all permanent IT jobs advertised in Hertfordshire 84.61% 87.88% 87.56%
Number of salaries quoted 3137 3217 3834
Hertfordshire median annual salary £47,500 £50,000 £47,500
Median salary % change year-on-year -5.00% +5.26% +0.53%
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%

Dimensional Modelling
Job Vacancy Trend in Hertfordshire

Job postings citing Dimensional Modelling as a percentage of all IT jobs advertised in Hertfordshire.

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 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
Watford - 2 £53,750 - 1
Welwyn Garden City - 2 £47,500 -
Dimensional Modelling
East of England

For the 6 months to 20 November 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 7 (100.00%) Data Warehouse
1 7 (100.00%) Business Intelligence
1 7 (100.00%) Microsoft
2 6 (85.71%) SQL
2 6 (85.71%) T-SQL
2 6 (85.71%) SQL Server
2 6 (85.71%) SQL Server Reporting Services
2 6 (85.71%) SQL Server Integration Services
2 6 (85.71%) SQL Server Analysis Services
3 4 (57.14%) ETL
3 4 (57.14%) Microsoft Analysis Services
3 4 (57.14%) Microsoft Excel
4 2 (28.57%) ITSM
4 2 (28.57%) Finance
4 2 (28.57%) Legal
4 2 (28.57%) Advertising
4 2 (28.57%) Data Governance
4 2 (28.57%) Kimball Methodology
4 2 (28.57%) SDLC
4 2 (28.57%) KYC
4 2 (28.57%) System Testing
4 2 (28.57%) Data Protection
4 2 (28.57%) SQL Server Management Studio (SSMS)
5 1 (14.29%) Analytical Skills
5 1 (14.29%) Tableau
5 1 (14.29%) QlikView
5 1 (14.29%) Power BI
5 1 (14.29%) Data Modelling

Dimensional Modelling
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:

Applications
1 4 (57.14%) Microsoft Excel
Database & Business Intelligence
1 7 (100.00%) Data Warehouse
2 6 (85.71%) SQL Server
2 6 (85.71%) SQL Server Analysis Services
2 6 (85.71%) SQL Server Integration Services
2 6 (85.71%) SQL Server Reporting Services
3 4 (57.14%) Microsoft Analysis Services
4 1 (14.29%) Power BI
4 1 (14.29%) QlikView
Development Applications
1 2 (28.57%) SQL Server Management Studio (SSMS)
General
1 2 (28.57%) Advertising
1 2 (28.57%) Finance
1 2 (28.57%) Legal
Job Titles
1 6 (85.71%) Business Intelligence Developer
1 6 (85.71%) Developer
2 4 (57.14%) Business Developer
3 1 (14.29%) Analyst
3 1 (14.29%) Business Analyst
3 1 (14.29%) Data Analyst
3 1 (14.29%) Data Business Analyst
3 1 (14.29%) Data Warehouse Analyst
3 1 (14.29%) Data Warehouse Business Analyst
3 1 (14.29%) Senior Business Intelligence Developer
3 1 (14.29%) Senior Developer
Miscellaneous
1 1 (14.29%) Analytical Skills
Processes & Methodologies
1 7 (100.00%) Business Intelligence
2 4 (57.14%) ETL
3 2 (28.57%) Data Governance
3 2 (28.57%) Data Protection
3 2 (28.57%) ITSM
3 2 (28.57%) Kimball Methodology
3 2 (28.57%) KYC
3 2 (28.57%) SDLC
3 2 (28.57%) System Testing
4 1 (14.29%) Data Modelling
Programming Languages
1 6 (85.71%) SQL
1 6 (85.71%) T-SQL
Vendors
1 7 (100.00%) Microsoft
2 1 (14.29%) Tableau