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 3 months to 24 June 2017 with a comparison to the same period in the previous 2 years.

Data Modelling
London / Canary Wharf
3 months to
24 Jun 2017
Same period 2016 Same period 2015
Rank 29 - 19
Rank change year-on-year - 0  
Permanent jobs citing Data Modelling 7 0 13
As % of all permanent IT jobs advertised in Canary Wharf 4.58% - 8.44%
As % of the Processes & Methodologies category 4.73% - 8.72%
Number of salaries quoted 5 0 13
Median salary £70,000 - £70,000
90% offered a salary of more than £65,500 - £53,000
10% offered a salary of more than £72,500 - £78,000
UK excluding London median salary £48,500 £47,500 £45,500
% change year-on-year +2.10% +4.39%  

Data Modelling is in the process and methodology skills category. The next 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 and methodology skills.

Process & Methodology Skills
Canary Wharf
Permanent job vacancies with a requirement for process and methodology skills 148 121 149
As % of all permanent IT job vacancies advertised in Canary Wharf 96.73% 79.61% 96.75%
Number of salaries quoted 106 99 118
Median salary £70,000 £60,000 £70,000
Median salary % change year-on-year +16.66% -14.28%  
90% offered a salary of more than £50,000 £47,000 £45,000
10% offered a salary of more than £100,000 £80,000 £100,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Data Modelling
Job Vacancy Trend in Canary Wharf

The job posting trend of jobs advertised in Canary Wharf citing Data Modelling as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

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 24 June 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 (75.00%) Banking
2 6 (50.00%) Finance
3 5 (41.67%) C#
3 5 (41.67%) SQL
3 5 (41.67%) Oracle
3 5 (41.67%) Python
3 5 (41.67%) Investment Banking
4 4 (33.33%) Software Engineering
4 4 (33.33%) Web Development
4 4 (33.33%) jQuery
4 4 (33.33%) Retail
4 4 (33.33%) Telecoms
4 4 (33.33%) JavaScript
4 4 (33.33%) .NET
4 4 (33.33%) SQL Server
4 4 (33.33%) Sybase
4 4 (33.33%) HTML
4 4 (33.33%) VLDB
4 4 (33.33%) PowerShell
4 4 (33.33%) Bash Shell
4 4 (33.33%) REST
4 4 (33.33%) RESTful
4 4 (33.33%) MariaDB
4 4 (33.33%) Cross-Platform Development
5 3 (25.00%) Data Analysis
5 3 (25.00%) Analytical Skills
5 3 (25.00%) Waterfall
5 3 (25.00%) Front Office
5 3 (25.00%) UML
5 3 (25.00%) Agile Software Development

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 1 (8.33%) Apache Pig
1 1 (8.33%) Apache Spark
1 1 (8.33%) SAS
Applications
1 1 (8.33%) Microsoft Excel
1 1 (8.33%) SPSS
Database & Business Intelligence
1 4 (33.33%) MariaDB
1 4 (33.33%) SQL Server
1 4 (33.33%) VLDB
2 2 (16.67%) Data Warehouse
3 1 (8.33%) Apache Hive
3 1 (8.33%) DB2
3 1 (8.33%) Qlik Sense
3 1 (8.33%) QlikView
General
1 9 (75.00%) Banking
2 6 (50.00%) Finance
3 5 (41.67%) Investment Banking
4 4 (33.33%) Retail
4 4 (33.33%) Telecoms
5 3 (25.00%) Front Office
6 2 (16.67%) Legal
7 1 (8.33%) Back Office
Job Titles
1 6 (50.00%) Developer
2 4 (33.33%) Automation Developer
2 4 (33.33%) Automation Engineer
2 4 (33.33%) Database Developer
2 4 (33.33%) Database Engineer
2 4 (33.33%) Developer/Software Engineer
2 4 (33.33%) Software Developer
2 4 (33.33%) Software Engineer
3 3 (25.00%) Architect
4 2 (16.67%) Analyst
4 2 (16.67%) Banking Analyst
4 2 (16.67%) Business Analyst
4 2 (16.67%) Data Architect
4 2 (16.67%) Investment Banking Business Analyst
5 1 (8.33%) Data Scientist
5 1 (8.33%) Enterprise Data Architect
5 1 (8.33%) QlikView Developer
5 1 (8.33%) Salesforce Architect
5 1 (8.33%) Senior QlikView Developer
5 1 (8.33%) Teradata Developer
Libraries, Frameworks & Software Standards
1 4 (33.33%) .NET
1 4 (33.33%) HTML
1 4 (33.33%) jQuery
1 4 (33.33%) REST
1 4 (33.33%) RESTful
2 1 (8.33%) JSON
2 1 (8.33%) Regular Expression
2 1 (8.33%) XML
Miscellaneous
1 3 (25.00%) Analytical Skills
2 2 (16.67%) Derivative
3 1 (8.33%) CMDB
3 1 (8.33%) Hedge funds
3 1 (8.33%) Mainframe
3 1 (8.33%) Management Information System
3 1 (8.33%) N-Tier
Processes & Methodologies
1 4 (33.33%) Cross-Platform Development
1 4 (33.33%) Software Engineering
1 4 (33.33%) Web Development
2 3 (25.00%) Agile Software Development
2 3 (25.00%) Business Analysis
2 3 (25.00%) Data Analysis
2 3 (25.00%) Stakeholder Management
2 3 (25.00%) UML
2 3 (25.00%) Waterfall
3 2 (16.67%) Analytics
3 2 (16.67%) ETL
3 2 (16.67%) Physical Data Model
3 2 (16.67%) Risk Management
3 2 (16.67%) TOGAF
4 1 (8.33%) Case Management
4 1 (8.33%) Continuous Delivery
4 1 (8.33%) Dashboard Development
4 1 (8.33%) Data Flow Diagram
4 1 (8.33%) ETL Development
4 1 (8.33%) SDLC
Programming Languages
1 5 (41.67%) C#
1 5 (41.67%) Python
1 5 (41.67%) SQL
2 4 (33.33%) Bash Shell
2 4 (33.33%) JavaScript
2 4 (33.33%) PowerShell
3 1 (8.33%) Java
3 1 (8.33%) Scala
3 1 (8.33%) VBA
Qualifications
1 2 (16.67%) Degree
2 1 (8.33%) PhD
Quality Assurance & Compliance
1 2 (16.67%) Dodd-Frank
1 2 (16.67%) EMIR
2 1 (8.33%) Data Quality
2 1 (8.33%) QA
Vendors
1 5 (41.67%) Oracle
2 4 (33.33%) Sybase
3 1 (8.33%) IBM
3 1 (8.33%) Microsoft
3 1 (8.33%) RapidMiner
3 1 (8.33%) Salesforce.com
3 1 (8.33%) ServiceNow
3 1 (8.33%) Teradata