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 26 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
26 Mar 2017
Same period 2016 Same period 2015
Data Modelling
London / Canary Wharf
Rank 32 20 31
Rank change year-on-year -12 +11  
Permanent jobs citing Data Modelling 5 7 1
As % of all permanent IT jobs advertised in Canary Wharf 2.67% 5.47% 0.66%
As % of the Processes & Methodologies category 2.99% 6.73% 0.68%
Number of salaries quoted 3 7 1
Median salary £72,500 £75,000 £78,000
Median salary % change year-on-year -3.33% -3.84%  
UK excluding London median salary £50,000 £47,500 £47,500
% change year-on-year +5.26% -  

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 167 104 146
As % of all permanent IT job vacancies advertised in Canary Wharf 89.30% 81.25% 96.05%
Number of salaries quoted 135 102 119
Median salary £72,500 £72,500 £65,000
Median salary % change year-on-year - +11.53%  
90% offered a salary of more than £54,000 £50,000 £50,000
10% offered a salary of more than £100,000 £81,500 £85,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

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

Data Modelling
Top 30 Related IT Skills in Canary Wharf

For the 6 months to 26 March 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 7 (58.33%) Banking
2 6 (50.00%) Risk Management
2 6 (50.00%) Java
2 6 (50.00%) Oracle
3 5 (41.67%) Degree
4 4 (33.33%) Computer Science
4 4 (33.33%) CEH
4 4 (33.33%) Multithreading
4 4 (33.33%) Finance
4 4 (33.33%) JBoss
4 4 (33.33%) Apache
4 4 (33.33%) Tomcat
4 4 (33.33%) LDAP
4 4 (33.33%) .NET
4 4 (33.33%) WebLogic
4 4 (33.33%) IIS
4 4 (33.33%) SAP
4 4 (33.33%) Web Services
4 4 (33.33%) Kerberos
4 4 (33.33%) Active Directory
4 4 (33.33%) CISSP
4 4 (33.33%) SAP HR
4 4 (33.33%) SAML
4 4 (33.33%) CISA
4 4 (33.33%) CISM
4 4 (33.33%) Identity Management
4 4 (33.33%) SPNEGO
4 4 (33.33%) XACML
4 4 (33.33%) Data Reconciliation
4 4 (33.33%) Analytical Skills

Data Modelling
Top Related 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 4 (33.33%) Apache
1 4 (33.33%) IIS
1 4 (33.33%) JBoss
1 4 (33.33%) Tomcat
1 4 (33.33%) WebLogic
2 1 (8.33%) Apache Spark
Business Applications
1 4 (33.33%) SAP HR
Cloud Services
1 1 (8.33%) Amazon AWS
1 1 (8.33%) Google Cloud Platform
Communications & Networking
1 4 (33.33%) Kerberos
1 4 (33.33%) LDAP
Database & Business Intelligence
1 3 (25.00%) Data Warehouse
2 2 (16.67%) Big Data
2 2 (16.67%) Qlik Sense
2 2 (16.67%) QlikView
3 1 (8.33%) Amazon Redshift
3 1 (8.33%) Apache Cassandra
3 1 (8.33%) Apache Hive
3 1 (8.33%) BigQuery
3 1 (8.33%) DB2
3 1 (8.33%) Hadoop
3 1 (8.33%) MongoDB
3 1 (8.33%) MySQL
3 1 (8.33%) NoSQL
3 1 (8.33%) Oracle Database
3 1 (8.33%) Oracle Database 11g
3 1 (8.33%) Oracle Database 12c
3 1 (8.33%) Oracle ODI
3 1 (8.33%) PostgreSQL
3 1 (8.33%) Relational Database
Development Applications
1 1 (8.33%) Toad
General
1 7 (58.33%) Banking
2 4 (33.33%) Finance
3 3 (25.00%) Investment Banking
4 2 (16.67%) Front Office
5 1 (8.33%) Back Office
Job Titles
1 4 (33.33%) Developer
1 4 (33.33%) Java Engineer
1 4 (33.33%) Senior Java Engineer
2 3 (25.00%) Architect
3 2 (16.67%) Data Architect
3 2 (16.67%) QlikView Developer
3 2 (16.67%) Senior Developer
3 2 (16.67%) Senior QlikView Developer
4 1 (8.33%) Big Data Engineer
4 1 (8.33%) Data Engineer
4 1 (8.33%) Data Warehouse Developer
4 1 (8.33%) Enterprise Architect
4 1 (8.33%) Enterprise Data Architect
4 1 (8.33%) ITIL Service Architect
4 1 (8.33%) Salesforce Architect
4 1 (8.33%) Salesforce Solution Architect
4 1 (8.33%) Solutions Architect
4 1 (8.33%) Teradata Developer
Libraries, Frameworks & Software Standards
1 4 (33.33%) .NET
1 4 (33.33%) SAML
1 4 (33.33%) SPNEGO
1 4 (33.33%) Web Services
1 4 (33.33%) XACML
2 1 (8.33%) Pandas
2 1 (8.33%) scikit-learn
2 1 (8.33%) SciPy
Miscellaneous
1 4 (33.33%) Analytical Skills
1 4 (33.33%) Computer Science
1 4 (33.33%) PKI
2 2 (16.67%) Hedge funds
3 1 (8.33%) CMDB
3 1 (8.33%) Mainframe
3 1 (8.33%) Management Information System
3 1 (8.33%) N-Tier
Processes & Methodologies
1 6 (50.00%) Risk Management
2 4 (33.33%) Data Reconciliation
2 4 (33.33%) Identity Management
2 4 (33.33%) Multi-Factor Authentication
2 4 (33.33%) Multithreading
2 4 (33.33%) Secure Coding
2 4 (33.33%) Two-Factor Authentication
3 3 (25.00%) Analytics
3 3 (25.00%) ETL
4 2 (16.67%) Agile Software Development
4 2 (16.67%) Business Analysis
4 2 (16.67%) Dashboard Development
4 2 (16.67%) Data Management
4 2 (16.67%) Data Transformation
4 2 (16.67%) ETL Development
4 2 (16.67%) Physical Data Model
4 2 (16.67%) TOGAF
4 2 (16.67%) Visualisation
5 1 (8.33%) Continuous Delivery
5 1 (8.33%) Data Engineering
Programming Languages
1 6 (50.00%) Java
2 3 (25.00%) SQL
3 2 (16.67%) VBA
4 1 (8.33%) C#
4 1 (8.33%) Go
4 1 (8.33%) Python
4 1 (8.33%) Scala
Qualifications
1 5 (41.67%) Degree
2 4 (33.33%) CEH
2 4 (33.33%) CISA
2 4 (33.33%) CISM
2 4 (33.33%) CISSP
Quality Assurance & Compliance
1 1 (8.33%) Data Quality
1 1 (8.33%) QA
System Software
1 4 (33.33%) Active Directory
Vendors
1 6 (50.00%) Oracle
2 4 (33.33%) SAP
3 1 (8.33%) IBM
3 1 (8.33%) Microsoft
3 1 (8.33%) Salesforce.com
3 1 (8.33%) ServiceNow
3 1 (8.33%) Teradata