Period
to 13 December 2018

The following table provides summary statistics for permanent job vacancies advertised in the City of London 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 13 December 2018 with a comparison to the same period in the previous 2 years.

Dimensional Modelling
Central London > City of London
6 months to
13 Dec 2018
Same period 2017 Same period 2016
Rank 331 285 294
Rank change year-on-year -46 +9 +59
Permanent jobs citing Dimensional Modelling 14 48 42
As % of all permanent IT jobs advertised in the City of London 0.13% 0.46% 0.37%
As % of the Processes & Methodologies category 0.14% 0.50% 0.41%
Number of salaries quoted 12 46 38
City of London median annual salary £63,000 £67,500 £60,000
Median salary % change year-on-year -6.67% +12.50% +4.35%
10th Percentile £52,875 £51,250 £51,250
90th Percentile £77,250 £76,250 £65,000
Central London median annual salary £58,750 £67,500 £60,000
% change year-on-year -12.96% +12.50% +4.35%

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 the City of London with a requirement for process or methodology skills.

All Process and Methodology Skills
City of London
Permanent vacancies with a requirement for process or methodology skills 9,799 9,626 10,300
As % of all permanent IT jobs advertised in the City of London 91.86% 92.81% 90.97%
Number of salaries quoted 8,772 8,694 9,379
City of London median annual salary £65,000 £60,000 £59,000
Median salary % change year-on-year +8.33% +1.69% +2.61%
10th Percentile £36,750 £36,250 £35,000
90th Percentile £95,000 £95,000 £90,000
Central London median annual salary £64,250 £60,000 £57,500
% change year-on-year +7.08% +4.35% -

Dimensional Modelling
Job Vacancy Trend in the City of London

Job postings citing Dimensional Modelling as a percentage of all IT jobs advertised in the City of London.

Job vacancy trend for Dimensional Modelling in the City of London

Dimensional Modelling
Salary Trend in the City of London

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

Salary trend for Dimensional Modelling in the City of London

Dimensional Modelling
Salary Histogram in the City of London

The salary distribution of IT jobs citing Dimensional Modelling in the City of London over the 6 months to 13 December 2018.

Salary histogram for Dimensional Modelling in the City of London

Dimensional Modelling
Job Locations in the City of London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Dimensional Modelling within the City of London region over the 6 months to 13 December 2018. 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
London Bridge - 1 £70,000 -
Dimensional Modelling
Central London

For the 6 months to 13 December 2018, IT jobs citing Dimensional Modelling also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the City of London region with a requirement for Dimensional Modelling.

1 14 (100.00%) SQL
1 14 (100.00%) Business Intelligence
2 11 (78.57%) Analytics
3 10 (71.43%) SQL Server Integration Services
3 10 (71.43%) Data Warehouse
4 9 (64.29%) Microsoft
4 9 (64.29%) Microsoft Azure
5 8 (57.14%) SQL Server Analysis Services
5 8 (57.14%) T-SQL
5 8 (57.14%) ETL
6 7 (50.00%) Agile Software Development
6 7 (50.00%) SQL Server
6 7 (50.00%) Data Modelling
6 7 (50.00%) Kimball Methodology
6 7 (50.00%) Power BI
7 6 (42.86%) Microsoft Excel
8 5 (35.71%) Retail
8 5 (35.71%) Finance
8 5 (35.71%) Azure SQL Database
8 5 (35.71%) Data Analysis Expressions (DAX)
8 5 (35.71%) Data Lake
9 4 (28.57%) Azure Data Factory
9 4 (28.57%) Performance Tuning
9 4 (28.57%) PowerPivot
9 4 (28.57%) Tableau
9 4 (28.57%) QA
9 4 (28.57%) Visualisation
9 4 (28.57%) PowerShell
9 4 (28.57%) Database Tuning
9 4 (28.57%) Microsoft Analysis Services

Dimensional Modelling
Co-occurring IT Skills in the City of London 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 6 (42.86%) Microsoft Excel
Cloud Services
1 9 (64.29%) Microsoft Azure
2 4 (28.57%) Azure Data Factory
3 1 (7.14%) Amazon AWS
3 1 (7.14%) Azure Machine Learning
3 1 (7.14%) Data Lake Analytics
Database & Business Intelligence
1 10 (71.43%) Data Warehouse
1 10 (71.43%) SQL Server Integration Services
2 8 (57.14%) SQL Server Analysis Services
3 7 (50.00%) Power BI
3 7 (50.00%) SQL Server
4 5 (35.71%) Azure SQL Database
4 5 (35.71%) Data Lake
5 4 (28.57%) Microsoft Analysis Services
5 4 (28.57%) PowerPivot
6 3 (21.43%) Data Mining
6 3 (21.43%) SQL Server Reporting Services
7 1 (7.14%) Amazon RDS
7 1 (7.14%) Amazon Redshift
7 1 (7.14%) Azure SQL Data Warehouse
7 1 (7.14%) Big Data
7 1 (7.14%) Hadoop
7 1 (7.14%) HDInsight
7 1 (7.14%) SQL Server 2012
7 1 (7.14%) SQL Server 2016
Development Applications
1 1 (7.14%) Visual Studio
General
1 5 (35.71%) Finance
1 5 (35.71%) Retail
Job Titles
1 7 (50.00%) Business Intelligence Developer
1 7 (50.00%) Developer
2 3 (21.43%) Dashboard Developer
3 2 (14.29%) Analyst
3 2 (14.29%) Business Developer
3 2 (14.29%) Business Intelligence Manager
3 2 (14.29%) SSAS Developer
3 2 (14.29%) SSIS Developer
3 2 (14.29%) SSRS Developer
4 1 (7.14%) .NET Developer
4 1 (7.14%) Business Intelligence Consultant
4 1 (7.14%) Business Intelligence Lead
4 1 (7.14%) C# Developer
4 1 (7.14%) Consultant
4 1 (7.14%) Delivery Manager
4 1 (7.14%) Project Manager
4 1 (7.14%) Senior .NET Developer
4 1 (7.14%) Senior C# Developer
4 1 (7.14%) Senior Developer
4 1 (7.14%) SQL Developer
Libraries, Frameworks & Software Standards
1 3 (21.43%) JSON
2 2 (14.29%) .NET
2 2 (14.29%) MDX
3 1 (7.14%) ASP.NET
Miscellaneous
1 3 (21.43%) Management Information System
2 1 (7.14%) Analytical Skills
2 1 (7.14%) Self-Motivation
Processes & Methodologies
1 14 (100.00%) Business Intelligence
2 11 (78.57%) Analytics
3 8 (57.14%) ETL
4 7 (50.00%) Agile Software Development
4 7 (50.00%) Data Modelling
4 7 (50.00%) Kimball Methodology
5 4 (28.57%) Database Tuning
5 4 (28.57%) Performance Tuning
5 4 (28.57%) Scrum
5 4 (28.57%) Visualisation
6 3 (21.43%) Creative Thinking
6 3 (21.43%) Customer Engagement
6 3 (21.43%) Dashboard Development
6 3 (21.43%) Data Analysis
6 3 (21.43%) Data Analytics
6 3 (21.43%) Data Management
6 3 (21.43%) ERP
6 3 (21.43%) Migration
7 2 (14.29%) Functional Testing
7 2 (14.29%) Inmon Methodology
Programming Languages
1 14 (100.00%) SQL
2 8 (57.14%) T-SQL
3 5 (35.71%) Data Analysis Expressions (DAX)
4 4 (28.57%) PowerShell
5 3 (21.43%) C#
6 1 (7.14%) Python
6 1 (7.14%) R
Quality Assurance & Compliance
1 4 (28.57%) QA
Vendors
1 9 (64.29%) Microsoft
2 4 (28.57%) Tableau
3 2 (14.29%) MicroStrategy
4 1 (7.14%) Alteryx