Period
to 21 September 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 21 September 2018 with a comparison to the same period in the previous 2 years.

Dimensional Modelling
Central London > City of London
6 months to
21 Sep 2018
Same period 2017 Same period 2016
Rank 333 307 321
Rank change year-on-year -26 +14 +36
Permanent jobs citing Dimensional Modelling 20 25 46
As % of all permanent IT jobs advertised in the City of London 0.18% 0.25% 0.37%
As % of the Processes & Methodologies category 0.20% 0.27% 0.40%
Number of salaries quoted 13 23 37
City of London median annual salary £72,500 £67,500 £62,500
Median salary % change year-on-year +7.41% +8.00% +8.70%
10th Percentile £53,350 £41,250 £47,500
90th Percentile £83,000 £77,000 £73,000
Central London median annual salary £70,000 £67,500 £62,500
% change year-on-year +3.70% +8.00% +8.70%

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 10,182 9,300 11,396
As % of all permanent IT jobs advertised in the City of London 92.19% 91.54% 91.62%
Number of salaries quoted 9,072 8,386 10,424
City of London median annual salary £65,000 £60,000 £60,000
Median salary % change year-on-year +8.33% - +4.35%
10th Percentile £37,000 £36,250 £35,000
90th Percentile £93,750 £92,500 £87,500
Central London median annual salary £62,500 £60,000 £57,500
% change year-on-year +4.17% +4.35% +4.55%

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 21 September 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 21 September 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 21 September 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 20 (100.00%) SQL
1 20 (100.00%) Business Intelligence
2 17 (85.00%) Data Warehouse
2 17 (85.00%) SQL Server Integration Services
3 16 (80.00%) Analytics
4 12 (60.00%) SQL Server Reporting Services
4 12 (60.00%) SQL Server Analysis Services
5 11 (55.00%) Microsoft Azure
6 10 (50.00%) Kimball Methodology
6 10 (50.00%) Power BI
6 10 (50.00%) Microsoft
6 10 (50.00%) SQL Server
7 8 (40.00%) C#
7 8 (40.00%) Self-Motivation
8 7 (35.00%) Data Lake
8 7 (35.00%) Analytical Skills
8 7 (35.00%) Azure SQL Database
8 7 (35.00%) .NET
8 7 (35.00%) ETL
9 6 (30.00%) T-SQL
9 6 (30.00%) PowerPivot
9 6 (30.00%) Machine Learning
9 6 (30.00%) Data Analytics
9 6 (30.00%) HDInsight
9 6 (30.00%) Data Lake Analytics
9 6 (30.00%) Problem-Solving
10 5 (25.00%) Greenfield Project
10 5 (25.00%) Tableau
10 5 (25.00%) Finance
10 5 (25.00%) Agile Software Development

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:

Application Platforms
1 1 (5.00%) SAS
Applications
1 3 (15.00%) Microsoft Excel
Business Applications
1 3 (15.00%) Salesforce.com CRM
Cloud Services
1 11 (55.00%) Microsoft Azure
2 6 (30.00%) Data Lake Analytics
3 1 (5.00%) Amazon AWS
3 1 (5.00%) Azure Machine Learning
Database & Business Intelligence
1 17 (85.00%) Data Warehouse
1 17 (85.00%) SQL Server Integration Services
2 12 (60.00%) SQL Server Analysis Services
2 12 (60.00%) SQL Server Reporting Services
3 10 (50.00%) Power BI
3 10 (50.00%) SQL Server
4 7 (35.00%) Azure SQL Database
4 7 (35.00%) Data Lake
5 6 (30.00%) HDInsight
5 6 (30.00%) PowerPivot
6 4 (20.00%) SQL Server 2012
7 3 (15.00%) Microsoft Analysis Services
8 2 (10.00%) Big Data
8 2 (10.00%) BusinessObjects
8 2 (10.00%) Data Mining
8 2 (10.00%) OLAP
8 2 (10.00%) OLAP Cube
8 2 (10.00%) QlikView
8 2 (10.00%) SQL Server 2016
9 1 (5.00%) Azure SQL Data Warehouse
Development Applications
1 1 (5.00%) Visual Studio
General
1 5 (25.00%) Finance
2 3 (15.00%) Retail
3 1 (5.00%) Aerospace
Job Titles
1 11 (55.00%) Developer
2 10 (50.00%) Business Intelligence Developer
3 6 (30.00%) Business Developer
3 6 (30.00%) Senior Developer
3 6 (30.00%) SSAS Developer
3 6 (30.00%) SSIS Developer
3 6 (30.00%) SSRS Developer
4 5 (25.00%) .NET Developer
4 5 (25.00%) C# .NET Developer
4 5 (25.00%) C# Developer
4 5 (25.00%) Power BI Developer
4 5 (25.00%) Senior .NET Developer
4 5 (25.00%) Senior Business Intelligence Developer
4 5 (25.00%) Senior C# .NET Developer
4 5 (25.00%) Senior C# Developer
5 4 (20.00%) Business Intelligence Lead
6 3 (15.00%) Lead Developer
7 2 (10.00%) Analyst
7 2 (10.00%) Business Intelligence Manager
8 1 (5.00%) Data Analytics Architect
Libraries, Frameworks & Software Standards
1 7 (35.00%) .NET
2 4 (20.00%) COM
3 3 (15.00%) MDX
4 1 (5.00%) ASP.NET
Miscellaneous
1 8 (40.00%) Self-Motivation
2 7 (35.00%) Analytical Skills
3 5 (25.00%) Greenfield Project
4 3 (15.00%) Management Information System
5 1 (5.00%) Data Structures
Processes & Methodologies
1 20 (100.00%) Business Intelligence
2 16 (80.00%) Analytics
3 10 (50.00%) Kimball Methodology
4 7 (35.00%) ETL
5 6 (30.00%) Data Analytics
5 6 (30.00%) Machine Learning
5 6 (30.00%) Problem-Solving
6 5 (25.00%) Agile Software Development
7 4 (20.00%) Migration
8 3 (15.00%) CRM
8 3 (15.00%) Performance Optimisation
8 3 (15.00%) Performance Tuning
8 3 (15.00%) Unit Testing
8 3 (15.00%) Visualisation
9 2 (10.00%) Data Migration
9 2 (10.00%) Functional Testing
9 2 (10.00%) Time Management
9 2 (10.00%) Translating Business Requirements
10 1 (5.00%) Data Visualisation
10 1 (5.00%) ERD
Programming Languages
1 20 (100.00%) SQL
2 8 (40.00%) C#
3 6 (30.00%) T-SQL
4 2 (10.00%) R
5 1 (5.00%) Data Analysis Expressions (DAX)
5 1 (5.00%) PowerShell
5 1 (5.00%) Python
Qualifications
1 1 (5.00%) Computer Science Degree
1 1 (5.00%) Degree
Quality Assurance & Compliance
1 1 (5.00%) Data Quality
Vendors
1 10 (50.00%) Microsoft
2 5 (25.00%) Tableau
3 3 (15.00%) Salesforce.com
4 1 (5.00%) Ab Initio
4 1 (5.00%) Alteryx
4 1 (5.00%) Informatica
4 1 (5.00%) Oracle