The table below looks at the statistics for Dimensional Modelling skills in IT jobs advertised for the City of London region. Included is a guide to the salaries offered in IT jobs that have cited Dimensional Modelling over the 3 months to 24 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
24 May 2016
Same period 2015 Same period 2014
Dimensional Modelling
Rank 234 277 302
Rank change year-on-year
+43 +25
Permanent jobs citing Dimensional Modelling 28 31 50
As % of all permanent IT jobs located in the City of London 0.43% 0.31% 0.39%
As % of the Processes & Methodologies category 0.47% 0.35% 0.46%
Number of salaries quoted 20 27 36
Median salary £61,250 £57,500 £50,000
Median salary % change year-on-year
+6.52% +15.00%
90% offered a salary of more than £49,250 £37,500 £45,500
10% offered a salary of more than £71,500 £80,000 £60,000
UK excluding London median salary £45,000 £45,000 £45,000
Dimensional Modelling
London

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the City of London region.

Processes & Methodologies Category
City of London
Permanent IT job ads with a match in the
Processes & Methodologies category
5915 8757 10977
As % of all permanent IT jobs located in the City of London 90.09% 87.81% 85.76%
Number of salaries quoted 5403 7419 9188
Median salary £60,000 £57,500 £55,000
Median salary % change year-on-year
+4.34% +4.54%
90% offered a salary of more than £40,000 £38,695 £37,500
10% offered a salary of more than £85,000 £80,000 £80,000
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

Dimensional Modelling
Jobs Demand Trend in the City of London

The demand trend of job ads across the City of London region citing Dimensional Modelling as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Dimensional Modelling Jobs Demand Trend 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 across the City of London region.

Dimensional Modelling Salary Trend in the City of London

Dimensional Modelling
Salary Histogram in the City of London

This chart provides a salary histogram for IT jobs citing Dimensional Modelling across the City of London region over the 3 months to 24 May 2016.

Dimensional Modelling Salary Histogram in the City of London

Dimensional Modelling
Top 30 Related IT Skills in the City of London

For the 6 months to 24 May 2016, 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 39 (88.64%) Data Warehouse
2 38 (86.36%) Business Intelligence
3 33 (75.00%) SQL Server Integration Services
4 28 (63.64%) SQL
4 28 (63.64%) SQL Server Reporting Services
5 26 (59.09%) SQL Server
6 25 (56.82%) Finance
6 25 (56.82%) SQL Server Analysis Services
7 24 (54.55%) ETL
8 22 (50.00%) Kimball Methodology
9 20 (45.45%) Microsoft
10 16 (36.36%) Agile Software Development
11 15 (34.09%) Data Modelling
11 15 (34.09%) T-SQL
12 14 (31.82%) MDX
13 13 (29.55%) SDLC
14 12 (27.27%) Tableau
14 12 (27.27%) OLAP
15 11 (25.00%) Oracle
15 11 (25.00%) Degree
15 11 (25.00%) Data Management
16 10 (22.73%) MS Excel
16 10 (22.73%) BusinessObjects
16 10 (22.73%) Analytics
16 10 (22.73%) SQL Server 2008
17 9 (20.45%) Data Architecture
17 9 (20.45%) PowerPivot
17 9 (20.45%) Relational Database
18 8 (18.18%) Data Analysis Expressions (DAX)
19 7 (15.91%) Hadoop

Dimensional Modelling
Top Related 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 6 (13.64%) SAS
Applications
1 10 (22.73%) MS Excel
2 1 (2.27%) MS Office
2 1 (2.27%) Spreadsheet
Communications & Networking
1 1 (2.27%) Network Security
Database & Business Intelligence
1 39 (88.64%) Data Warehouse
2 33 (75.00%) SQL Server Integration Services
3 28 (63.64%) SQL Server Reporting Services
4 26 (59.09%) SQL Server
5 25 (56.82%) SQL Server Analysis Services
6 12 (27.27%) OLAP
7 10 (22.73%) BusinessObjects
7 10 (22.73%) SQL Server 2008
8 9 (20.45%) PowerPivot
8 9 (20.45%) Relational Database
9 7 (15.91%) Hadoop
10 6 (13.64%) Power BI
10 6 (13.64%) QlikView
11 5 (11.36%) Big Data
11 5 (11.36%) OLTP
12 4 (9.09%) DataStage
12 4 (9.09%) DB2
12 4 (9.09%) MongoDB
12 4 (9.09%) MS Access
12 4 (9.09%) SQL Server 2012
Development Applications
1 5 (11.36%) Team Foundation Server
2 3 (6.82%) Talend Open Studio
3 1 (2.27%) Jenkins
General
1 25 (56.82%) Finance
2 6 (13.64%) Law
3 5 (11.36%) Telecoms
4 4 (9.09%) Legal
5 2 (4.55%) Front Office
6 1 (2.27%) Banking
6 1 (2.27%) Billing
Job Titles
1 29 (65.91%) Developer
2 24 (54.55%) Business Intelligence Developer
3 9 (20.45%) Data Warehouse Developer
4 7 (15.91%) Architect
4 7 (15.91%) Data Architect
5 6 (13.64%) Business Developer
5 6 (13.64%) SQL Developer
6 5 (11.36%) Analyst
6 5 (11.36%) Microsoft BI Developer
6 5 (11.36%) Microsoft Developer
6 5 (11.36%) SSIS Developer
6 5 (11.36%) SSRS Developer
7 4 (9.09%) SQL BI Developer
7 4 (9.09%) SSAS Developer
8 3 (6.82%) Business Intelligence Analyst
8 3 (6.82%) Data Integration Architect
8 3 (6.82%) ETL Architect
8 3 (6.82%) Integration Architect
8 3 (6.82%) OLAP Developer
9 2 (4.55%) Technical Business Analyst
Libraries, Frameworks & Software Standards
1 14 (31.82%) MDX
2 2 (4.55%) .NET
2 2 (4.55%) ODBC
Miscellaneous
1 7 (15.91%) Computer Science
1 7 (15.91%) Data Integration
2 6 (13.64%) Visualisation
3 4 (9.09%) Analytical Skills
4 3 (6.82%) Data Structures
4 3 (6.82%) Management Information System
5 2 (4.55%) Derivative
5 2 (4.55%) Foreign Exchange (FX)
5 2 (4.55%) Mathematics
6 1 (2.27%) Digital Media
6 1 (2.27%) Embedded Systems
6 1 (2.27%) Market Risk
Operating Systems
1 1 (2.27%) Linux
1 1 (2.27%) Windows
Processes & Methodologies
1 38 (86.36%) Business Intelligence
2 24 (54.55%) ETL
3 22 (50.00%) Kimball Methodology
4 16 (36.36%) Agile Software Development
5 15 (34.09%) Data Modelling
6 13 (29.55%) SDLC
7 11 (25.00%) Data Management
8 10 (22.73%) Analytics
9 9 (20.45%) Data Architecture
10 6 (13.64%) Scrum
11 5 (11.36%) Data Analytics
11 5 (11.36%) Data Governance
11 5 (11.36%) TOGAF
12 4 (9.09%) CRM
12 4 (9.09%) Data Analysis
12 4 (9.09%) Performance Tuning
13 3 (6.82%) Benchmarking
13 3 (6.82%) SOA
13 3 (6.82%) TDD
13 3 (6.82%) Zachman Framework
Programming Languages
1 28 (63.64%) SQL
2 15 (34.09%) T-SQL
3 8 (18.18%) Data Analysis Expressions (DAX)
4 3 (6.82%) C#
4 3 (6.82%) PL/SQL
4 3 (6.82%) VBA
5 2 (4.55%) C++
5 2 (4.55%) Python
5 2 (4.55%) R
5 2 (4.55%) SAS Macro
6 1 (2.27%) Java
6 1 (2.27%) JavaScript
6 1 (2.27%) PHP
6 1 (2.27%) PowerShell
6 1 (2.27%) VB
6 1 (2.27%) VB.NET
Qualifications
1 11 (25.00%) Degree
2 2 (4.55%) ISEB
3 1 (2.27%) HND
Quality Assurance & Compliance
1 6 (13.64%) QA
2 5 (11.36%) Data Quality
3 1 (2.27%) PCI DSS
Systems Management
1 2 (4.55%) Control-M
Vendors
1 20 (45.45%) Microsoft
2 12 (27.27%) Tableau
3 11 (25.00%) Oracle
4 7 (15.91%) Informatica
4 7 (15.91%) Teradata
5 6 (13.64%) Sybase
6 4 (9.09%) Alteryx
6 4 (9.09%) IBM
7 3 (6.82%) Ab Initio
7 3 (6.82%) DataFlux
7 3 (6.82%) MicroStrategy
7 3 (6.82%) Netezza
7 3 (6.82%) Talend
7 3 (6.82%) Trillium
8 2 (4.55%) MapR
8 2 (4.55%) SAP
9 1 (2.27%) RedGate
9 1 (2.27%) Vertica
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