Period
to 17 November 2017

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 17 November 2017 with a comparison to the same period in the previous 2 years.

Dimensional Modelling
Central London > City of London
6 months to
17 Nov 2017
Same period 2016 Same period 2015
Rank 283 313 352
Rank change year-on-year +30 +39 +47
Permanent jobs citing Dimensional Modelling 44 40 75
As % of all permanent IT jobs advertised in the City of London 0.43% 0.34% 0.43%
As % of the Processes & Methodologies category 0.48% 0.38% 0.48%
Number of salaries quoted 42 36 67
City of London median annual salary £67,500 £60,000 £57,500
Median salary % change year-on-year +12.50% +4.35% -4.17%
10th Percentile £51,375 £51,250 £43,750
90th Percentile £76,250 £66,250 £82,500
Central London median annual salary £67,500 £60,000 £57,500
% change year-on-year +12.50% +4.35% -4.17%

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 9215 10470 15479
As % of all permanent IT jobs advertised in the City of London 90.11% 89.42% 89.14%
Number of salaries quoted 8316 9537 13409
City of London median annual salary £60,000 £60,000 £57,500
Median salary % change year-on-year - +4.35% +4.55%
10th Percentile £36,250 £35,150 £33,700
90th Percentile £94,000 £90,000 £87,500
Central London median annual salary £60,000 £57,500 £57,500
% change year-on-year +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 17 November 2017.

Salary histogram for Dimensional Modelling in the City of London

For the 6 months to 17 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 City of London region with a requirement for Dimensional Modelling.

1 40 (90.91%) SQL
1 40 (90.91%) Data Warehouse
1 40 (90.91%) Business Intelligence
2 38 (86.36%) SQL Server
3 37 (84.09%) SQL Server Integration Services
4 35 (79.55%) ETL
5 31 (70.45%) SQL Server Reporting Services
6 30 (68.18%) SQL Server Analysis Services
7 27 (61.36%) Power BI
8 25 (56.82%) Microsoft
9 22 (50.00%) Microsoft Azure
9 22 (50.00%) Amazon AWS
9 22 (50.00%) Amazon RDS
9 22 (50.00%) Amazon Redshift
10 21 (47.73%) Analytics
10 21 (47.73%) Analytical Skills
10 21 (47.73%) R
10 21 (47.73%) Tableau
10 21 (47.73%) T-SQL
10 21 (47.73%) C#
11 20 (45.45%) .NET
11 20 (45.45%) Data Modelling
11 20 (45.45%) Python
12 19 (43.18%) ASP.NET
12 19 (43.18%) Azure Machine Learning
12 19 (43.18%) Alteryx
12 19 (43.18%) SQL Server 2012
13 16 (36.36%) Agile Software Development
14 14 (31.82%) Data Visualisation
14 14 (31.82%) Visualisation

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 7 (15.91%) SharePoint
2 2 (4.55%) SAS
3 1 (2.27%) Apache Spark
Applications
1 7 (15.91%) Microsoft Excel
Cloud Services
1 22 (50.00%) Amazon AWS
1 22 (50.00%) Microsoft Azure
2 19 (43.18%) Azure Machine Learning
3 1 (2.27%) Cloud Computing
3 1 (2.27%) GitHub
3 1 (2.27%) PaaS
3 1 (2.27%) SaaS
Database & Business Intelligence
1 40 (90.91%) Data Warehouse
2 38 (86.36%) SQL Server
3 37 (84.09%) SQL Server Integration Services
4 31 (70.45%) SQL Server Reporting Services
5 30 (68.18%) SQL Server Analysis Services
6 27 (61.36%) Power BI
7 22 (50.00%) Amazon RDS
7 22 (50.00%) Amazon Redshift
8 19 (43.18%) SQL Server 2012
9 13 (29.55%) OLAP
9 13 (29.55%) OLAP Cube
9 13 (29.55%) SQL Server 2016
10 12 (27.27%) QlikView
11 8 (18.18%) SQL Server 2008
12 7 (15.91%) Azure SQL Data Warehouse
13 6 (13.64%) WhereScape RED
14 3 (6.82%) Data Mart
14 3 (6.82%) PostgreSQL
14 3 (6.82%) Qlik Sense
15 2 (4.55%) BusinessObjects
Development Applications
1 1 (2.27%) ERwin
1 1 (2.27%) Jenkins
1 1 (2.27%) Subversion
1 1 (2.27%) Visual Studio
General
1 8 (18.18%) Finance
2 3 (6.82%) Advertising
3 1 (2.27%) Banking
3 1 (2.27%) Financial Institution
Job Titles
1 27 (61.36%) Developer
2 23 (52.27%) Business Intelligence Developer
3 15 (34.09%) SSIS Developer
3 15 (34.09%) SSRS Developer
4 9 (20.45%) Business Intelligence Lead
5 8 (18.18%) Business Intelligence Consultant
5 8 (18.18%) Consultant
5 8 (18.18%) SSAS Developer
6 7 (15.91%) Azure Consultant
6 7 (15.91%) SQL BI Developer
6 7 (15.91%) SQL Developer
6 7 (15.91%) SSIS Consultant
6 7 (15.91%) SSRS Consultant
6 7 (15.91%) T-SQL Developer
7 6 (13.64%) Azure Developer
7 6 (13.64%) Technical Leader
8 4 (9.09%) QlikView Developer
8 4 (9.09%) Senior Business Intelligence Developer
8 4 (9.09%) Senior Developer
9 2 (4.55%) Lead Developer
Libraries, Frameworks & Software Standards
1 20 (45.45%) .NET
2 19 (43.18%) ASP.NET
3 9 (20.45%) MDX
4 2 (4.55%) XML
5 1 (2.27%) HTML
5 1 (2.27%) JSON
5 1 (2.27%) JSP
5 1 (2.27%) Web Services
5 1 (2.27%) XSD
5 1 (2.27%) XSLT
Miscellaneous
1 21 (47.73%) Analytical Skills
2 6 (13.64%) Computer Science
2 6 (13.64%) Reinsurance
3 1 (2.27%) Data Structures
3 1 (2.27%) Greenfield Project
Operating Systems
1 1 (2.27%) Linux
Processes & Methodologies
1 40 (90.91%) Business Intelligence
2 35 (79.55%) ETL
3 21 (47.73%) Analytics
4 20 (45.45%) Data Modelling
5 16 (36.36%) Agile Software Development
6 14 (31.82%) Data Visualisation
6 14 (31.82%) Visualisation
7 12 (27.27%) Coaching
8 11 (25.00%) Kimball Methodology
9 7 (15.91%) Data Analytics
9 7 (15.91%) Presales
9 7 (15.91%) Technical Architecture
10 6 (13.64%) Asset Management
10 6 (13.64%) Data Analysis
10 6 (13.64%) Mathematics
11 3 (6.82%) Analytical Thinking
12 2 (4.55%) Data Integration
12 2 (4.55%) Logical Data Model
12 2 (4.55%) Project Management
12 2 (4.55%) Waterfall
Programming Languages
1 40 (90.91%) SQL
2 21 (47.73%) C#
2 21 (47.73%) R
2 21 (47.73%) T-SQL
3 20 (45.45%) Python
4 7 (15.91%) VBA
5 6 (13.64%) PL/SQL
5 6 (13.64%) VB
6 1 (2.27%) Data Analysis Expressions (DAX)
6 1 (2.27%) Java
6 1 (2.27%) JavaScript
6 1 (2.27%) PowerShell
Qualifications
1 6 (13.64%) Degree
2 1 (2.27%) SC Cleared
2 1 (2.27%) Security Cleared
Systems Management
1 1 (2.27%) Rundeck
Vendors
1 25 (56.82%) Microsoft
2 21 (47.73%) Tableau
3 19 (43.18%) Alteryx
4 2 (4.55%) Oracle
5 1 (2.27%) Ab Initio
5 1 (2.27%) Informatica
5 1 (2.27%) Netezza
5 1 (2.27%) Salesforce.com
5 1 (2.27%) SAP
5 1 (2.27%) Teradata
5 1 (2.27%) Vertica
5 1 (2.27%) Yardi