Period
to 18 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Canary Wharf with a requirement for Data Modelling skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Modelling over the 6 months to 18 November 2017 with a comparison to the same period in the previous 2 years.

Data Modelling
Tower Hamlets > Canary Wharf
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 25 36 30
Rank change year-on-year +11 -6 -1
Permanent jobs citing Data Modelling 14 8 13
As % of all permanent IT jobs advertised in Canary Wharf 6.70% 2.97% 4.47%
As % of the Processes & Methodologies category 7.00% 3.20% 4.71%
Number of salaries quoted 13 6 13
Canary Wharf median annual salary £70,000 £65,000 £65,000
Median salary % change year-on-year +7.69% - +18.18%
10th Percentile £63,750 £65,000 £56,250
90th Percentile £75,000 £78,750 £79,200
Tower Hamlets median annual salary £70,000 £65,000 £65,000
% change year-on-year +7.69% - +18.18%

Data 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 Canary Wharf with a requirement for process or methodology skills.

All Process and Methodology Skills
Canary Wharf
Permanent vacancies with a requirement for process or methodology skills 200 250 276
As % of all permanent IT jobs advertised in Canary Wharf 95.69% 92.94% 94.85%
Number of salaries quoted 158 213 217
Canary Wharf median annual salary £70,000 £67,500 £67,500
Median salary % change year-on-year +3.70% - +11.11%
10th Percentile £45,525 £45,000 £40,750
90th Percentile £95,000 £105,000 £96,000
Tower Hamlets median annual salary £70,000 £67,500 £67,500
% change year-on-year +3.70% - +12.50%

Data Modelling
Job Vacancy Trend in Canary Wharf

Job postings citing Data Modelling as a percentage of all IT jobs advertised in Canary Wharf.

Job vacancy trend for Data Modelling in Canary Wharf

Data Modelling
Salary Trend in Canary Wharf

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Modelling in Canary Wharf.

Salary trend for Data Modelling in Canary Wharf

For the 6 months to 18 November 2017, IT jobs citing Data 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 Canary Wharf region with a requirement for Data Modelling.

1 9 (64.29%) Oracle
1 9 (64.29%) Banking
2 8 (57.14%) Software Engineering
2 8 (57.14%) SQL Server
2 8 (57.14%) C#
2 8 (57.14%) SQL
2 8 (57.14%) REST
3 7 (50.00%) HTML
4 6 (42.86%) .NET
4 6 (42.86%) Python
4 6 (42.86%) VLDB
4 6 (42.86%) Telecoms
4 6 (42.86%) Retail
4 6 (42.86%) Agile Software Development
4 6 (42.86%) PowerShell
4 6 (42.86%) Cross-Platform Development
4 6 (42.86%) RESTful
4 6 (42.86%) Bash Shell
4 6 (42.86%) MariaDB
5 5 (35.71%) jQuery
5 5 (35.71%) Web Development
5 5 (35.71%) Risk Management
5 5 (35.71%) JavaScript
5 5 (35.71%) Sybase
6 4 (28.57%) OO
6 4 (28.57%) Finance
6 4 (28.57%) Stakeholder Management
6 4 (28.57%) Physics
6 4 (28.57%) Computer Science
6 4 (28.57%) Stress Testing

Data Modelling
Co-occurring IT Skills in Canary Wharf 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 2 (14.29%) Apache Spark
Cloud Services
1 1 (7.14%) Office 365
Database & Business Intelligence
1 8 (57.14%) SQL Server
2 6 (42.86%) MariaDB
2 6 (42.86%) VLDB
3 2 (14.29%) Hadoop
3 2 (14.29%) HBase
3 2 (14.29%) SQL Server 2008
3 2 (14.29%) SQL Server 2012
3 2 (14.29%) SQL Server Integration Services
4 1 (7.14%) RDBMS
4 1 (7.14%) Relational Database
Development Applications
1 2 (14.29%) Git (software)
1 2 (14.29%) TeamCity
General
1 9 (64.29%) Banking
2 6 (42.86%) Retail
2 6 (42.86%) Telecoms
3 4 (28.57%) Finance
4 3 (21.43%) Front Office
5 2 (14.29%) Marketing
5 2 (14.29%) Multimedia
6 1 (7.14%) Investment Banking
6 1 (7.14%) Legal
Job Titles
1 11 (78.57%) Developer
2 6 (42.86%) Automation Engineer
2 6 (42.86%) Database Engineer
2 6 (42.86%) Software Engineer
3 5 (35.71%) Automation Developer
3 5 (35.71%) Database Developer
3 5 (35.71%) Developer/Software Engineer
3 5 (35.71%) Software Developer
4 2 (14.29%) Android Developer
4 2 (14.29%) Front Office Developer
4 2 (14.29%) Hadoop Developer
4 2 (14.29%) Java Developer
4 2 (14.29%) Java Hadoop Developer
4 2 (14.29%) Java Scala Developer
4 2 (14.29%) Scala Developer
4 2 (14.29%) SQL Developer
4 2 (14.29%) SSIS Developer
5 1 (7.14%) Banking Analyst
5 1 (7.14%) Business Solution Architect
5 1 (7.14%) Investment Banking Business Analyst
Libraries, Frameworks & Software Standards
1 8 (57.14%) REST
2 7 (50.00%) HTML
3 6 (42.86%) .NET
3 6 (42.86%) RESTful
4 5 (35.71%) jQuery
5 2 (14.29%) Akka
5 2 (14.29%) AngularJS
5 2 (14.29%) HTML5
5 2 (14.29%) JSON
5 2 (14.29%) Play Framework
5 2 (14.29%) RxJava
5 2 (14.29%) Web Services
Miscellaneous
1 4 (28.57%) Computer Science
2 3 (21.43%) Derivative
3 2 (14.29%) Analytical Skills
3 2 (14.29%) Credit Derivative
3 2 (14.29%) Foreign Exchange (FX)
3 2 (14.29%) Market Risk
3 2 (14.29%) Video\Live Streaming
3 2 (14.29%) Virtual Team
4 1 (7.14%) N-Tier
Operating Systems
1 2 (14.29%) Android
Processes & Methodologies
1 8 (57.14%) Software Engineering
2 6 (42.86%) Agile Software Development
2 6 (42.86%) Cross-Platform Development
3 5 (35.71%) Risk Management
3 5 (35.71%) Web Development
4 4 (28.57%) OO
4 4 (28.57%) Physics
4 4 (28.57%) Stakeholder Management
4 4 (28.57%) Stress Testing
4 4 (28.57%) Test Automation
5 2 (14.29%) Analytics
5 2 (14.29%) Android Development
5 2 (14.29%) Collaborative Working
5 2 (14.29%) Mathematics
5 2 (14.29%) Multithreading
5 2 (14.29%) OOP
5 2 (14.29%) PnL Attribution
5 2 (14.29%) Scenario Testing
5 2 (14.29%) UML
5 2 (14.29%) Waterfall
Programming Languages
1 8 (57.14%) C#
1 8 (57.14%) SQL
2 6 (42.86%) Bash Shell
2 6 (42.86%) PowerShell
2 6 (42.86%) Python
3 5 (35.71%) JavaScript
4 2 (14.29%) Java
4 2 (14.29%) Scala
4 2 (14.29%) T-SQL
Qualifications
1 2 (14.29%) Degree
Quality Assurance & Compliance
1 1 (7.14%) Dodd-Frank
1 1 (7.14%) EMIR
1 1 (7.14%) QA
Vendors
1 9 (64.29%) Oracle
2 5 (35.71%) Sybase
3 1 (7.14%) IBM
3 1 (7.14%) Microsoft
3 1 (7.14%) Salesforce.com