Period
to 18 June 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 18 June 2018 with a comparison to the same period in the previous 2 years.

Dimensional Modelling
Central London > City of London
6 months to
18 Jun 2018
Same period 2017 Same period 2016
Rank 328 309 337
Rank change year-on-year -19 +28 +32
Permanent jobs citing Dimensional Modelling 22 22 47
As % of all permanent IT jobs advertised in the City of London 0.20% 0.22% 0.35%
As % of the Processes & Methodologies category 0.22% 0.24% 0.38%
Number of salaries quoted 16 21 36
City of London median annual salary £72,500 £67,500 £60,000
Median salary % change year-on-year +7.41% +12.50% +4.35%
10th Percentile £59,000 £41,250 £47,500
90th Percentile £81,875 £75,000 £82,500
Central London median annual salary £72,500 £67,500 £60,000
% change year-on-year +7.41% +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 10,180 9,200 12,225
As % of all permanent IT jobs advertised in the City of London 92.30% 90.84% 91.29%
Number of salaries quoted 9,006 8,282 11,015
City of London median annual salary £62,500 £60,000 £57,500
Median salary % change year-on-year +4.17% +4.35% +4.55%
10th Percentile £37,500 £36,250 £35,250
90th Percentile £93,750 £91,250 £87,500
Central London median annual salary £60,000 £60,000 £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 18 June 2018.

Salary histogram for Dimensional Modelling in the City of London

For the 6 months to 18 June 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 22 (100.00%) SQL
1 22 (100.00%) Business Intelligence
2 21 (95.45%) Data Warehouse
2 21 (95.45%) SQL Server Integration Services
3 15 (68.18%) Microsoft
3 15 (68.18%) Kimball Methodology
4 14 (63.64%) Analytical Skills
4 14 (63.64%) SQL Server
5 13 (59.09%) SQL Server Reporting Services
6 12 (54.55%) SQL Server Analysis Services
6 12 (54.55%) Problem-Solving
7 11 (50.00%) Power BI
7 11 (50.00%) Analytics
8 10 (45.45%) Greenfield Project
8 10 (45.45%) Microsoft Azure
8 10 (45.45%) Agile Software Development
8 10 (45.45%) T-SQL
9 9 (40.91%) COM
9 9 (40.91%) SQL Server 2012
10 8 (36.36%) Performance Optimisation
10 8 (36.36%) Salesforce.com CRM
10 8 (36.36%) PowerPivot
10 8 (36.36%) Performance Tuning
10 8 (36.36%) Self-Motivation
10 8 (36.36%) CRM
10 8 (36.36%) Salesforce.com
11 7 (31.82%) C#
11 7 (31.82%) .NET
11 7 (31.82%) Azure SQL Database
12 6 (27.27%) HDInsight

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 (4.55%) SAS
1 1 (4.55%) SharePoint
Applications
1 2 (9.09%) Microsoft Excel
Business Applications
1 8 (36.36%) Salesforce.com CRM
Cloud Services
1 10 (45.45%) Microsoft Azure
2 6 (27.27%) Data Lake Analytics
3 1 (4.55%) Amazon AWS
3 1 (4.55%) Azure Machine Learning
Database & Business Intelligence
1 21 (95.45%) Data Warehouse
1 21 (95.45%) SQL Server Integration Services
2 14 (63.64%) SQL Server
3 13 (59.09%) SQL Server Reporting Services
4 12 (54.55%) SQL Server Analysis Services
5 11 (50.00%) Power BI
6 9 (40.91%) SQL Server 2012
7 8 (36.36%) PowerPivot
8 7 (31.82%) Azure SQL Database
9 6 (27.27%) Data Lake
9 6 (27.27%) HDInsight
10 3 (13.64%) Microsoft Analysis Services
11 2 (9.09%) BusinessObjects
11 2 (9.09%) Data Mining
11 2 (9.09%) Microsoft Power View
11 2 (9.09%) OLAP
11 2 (9.09%) OLAP Cube
11 2 (9.09%) QlikView
12 1 (4.55%) Amazon RDS
12 1 (4.55%) Relational Database
General
1 5 (22.73%) Finance
2 1 (4.55%) Aerospace
Job Titles
1 17 (77.27%) Developer
2 16 (72.73%) Business Intelligence Developer
3 7 (31.82%) Senior Developer
3 7 (31.82%) SSAS Developer
3 7 (31.82%) SSIS Developer
3 7 (31.82%) SSRS Developer
4 6 (27.27%) Business Developer
4 6 (27.27%) Power BI Developer
4 6 (27.27%) Senior Business Intelligence Developer
5 5 (22.73%) .NET Developer
5 5 (22.73%) C# .NET Developer
5 5 (22.73%) C# Developer
5 5 (22.73%) Senior .NET Developer
5 5 (22.73%) Senior C# .NET Developer
5 5 (22.73%) Senior C# Developer
6 3 (13.64%) Business Intelligence Lead
6 3 (13.64%) Lead Developer
7 1 (4.55%) Analyst
7 1 (4.55%) Architect
7 1 (4.55%) Data Architect
Libraries, Frameworks & Software Standards
1 9 (40.91%) COM
2 7 (31.82%) .NET
3 3 (13.64%) MDX
4 1 (4.55%) ASP.NET
Miscellaneous
1 14 (63.64%) Analytical Skills
2 10 (45.45%) Greenfield Project
3 8 (36.36%) Self-Motivation
4 1 (4.55%) Data Structures
Processes & Methodologies
1 22 (100.00%) Business Intelligence
2 15 (68.18%) Kimball Methodology
3 12 (54.55%) Problem-Solving
4 11 (50.00%) Analytics
5 10 (45.45%) Agile Software Development
6 8 (36.36%) CRM
6 8 (36.36%) Performance Optimisation
6 8 (36.36%) Performance Tuning
7 6 (27.27%) Machine Learning
8 4 (18.18%) ETL
9 3 (13.64%) Data Analytics
9 3 (13.64%) Unit Testing
9 3 (13.64%) Visualisation
10 2 (9.09%) Data Modelling
10 2 (9.09%) Time Management
11 1 (4.55%) Data Migration
11 1 (4.55%) Migration
11 1 (4.55%) Multidimensional Analysis
11 1 (4.55%) Practice Management
11 1 (4.55%) Quality Management
Programming Languages
1 22 (100.00%) SQL
2 10 (45.45%) T-SQL
3 7 (31.82%) C#
4 3 (13.64%) R
5 1 (4.55%) Data Analysis Expressions (DAX)
5 1 (4.55%) Python
Qualifications
1 1 (4.55%) Computer Science Degree
1 1 (4.55%) Degree
Quality Assurance & Compliance
1 1 (4.55%) Data Quality
Vendors
1 15 (68.18%) Microsoft
2 8 (36.36%) Salesforce.com
3 2 (9.09%) Tableau
4 1 (4.55%) Ab Initio
4 1 (4.55%) Alteryx
4 1 (4.55%) Informatica
4 1 (4.55%) Oracle