The table below looks at the statistics for Data Modelling skills in IT jobs advertised for the Canary Wharf region. Included is a guide to the salaries offered in IT jobs that have cited Data Modelling over the 3 months to 22 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
22 Feb 2017
Same period 2016 Same period 2015
Data Modelling
London / Canary Wharf
Rank 33 20 26
Rank change year-on-year
-13 +6
Permanent jobs citing Data Modelling 4 6 2
As % of all permanent IT jobs located in Canary Wharf 2.13% 4.72% 1.77%
As % of the Processes & Methodologies category 2.47% 5.66% 1.85%
Number of salaries quoted 2 6 2
Median salary £70,000 £75,000 £72,750
Median salary % change year-on-year
-6.66% +3.09%
90% offered a salary of more than £68,000 £57,000 £68,550
10% offered a salary of more than £72,000 £81,250 £76,950
UK excluding London median salary £48,500 £47,500 £46,000
% change year-on-year
+2.10% +3.26%

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

Processes & Methodologies Category
Canary Wharf
Permanent IT job ads with a match in the
Processes & Methodologies category
162 106 108
As % of all permanent IT jobs located in Canary Wharf 86.17% 83.46% 95.58%
Number of salaries quoted 127 104 94
Median salary £72,500 £72,500 £72,500
90% offered a salary of more than £54,000 £50,000 £55,000
10% offered a salary of more than £102,500 £105,000 £87,500
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Data Modelling
Jobs Demand Trend in Canary Wharf

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

Data Modelling Jobs Demand Trend 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 across the Canary Wharf region.

Data Modelling Salary Trend in Canary Wharf

Data Modelling
Top 30 Related IT Skills in Canary Wharf

For the 6 months to 22 February 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%) Java
1 7 (58.33%) Banking
2 5 (41.67%) Degree
2 5 (41.67%) Computer Science
2 5 (41.67%) Oracle
3 4 (33.33%) .NET
3 4 (33.33%) SQL
3 4 (33.33%) WebLogic
3 4 (33.33%) IIS
3 4 (33.33%) SAP
3 4 (33.33%) Web Services
3 4 (33.33%) JBoss
3 4 (33.33%) Apache
3 4 (33.33%) Tomcat
3 4 (33.33%) LDAP
3 4 (33.33%) Kerberos
3 4 (33.33%) Active Directory
3 4 (33.33%) CISSP
3 4 (33.33%) SAP HR
3 4 (33.33%) SAML
3 4 (33.33%) CISA
3 4 (33.33%) CISM
3 4 (33.33%) Identity Management
3 4 (33.33%) PKI
3 4 (33.33%) Multithreading
3 4 (33.33%) CEH
3 4 (33.33%) Risk Management
3 4 (33.33%) SPNEGO
3 4 (33.33%) XACML
3 4 (33.33%) Data Reconciliation

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 2 (16.67%) Apache Spark
Applications
1 1 (8.33%) MS Excel
1 1 (8.33%) MS PowerPoint
1 1 (8.33%) MS Visio
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%) Apache Hive
2 2 (16.67%) Big Data
2 2 (16.67%) Hadoop
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%) BigQuery
3 1 (8.33%) DB2
3 1 (8.33%) HBase
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%) Git (software)
1 1 (8.33%) Sonatype Nexus
1 1 (8.33%) TeamCity
1 1 (8.33%) Toad
General
1 7 (58.33%) Banking
2 3 (25.00%) Finance
3 2 (16.67%) Front Office
3 2 (16.67%) Investment Banking
4 1 (8.33%) Back Office
Job Titles
1 5 (41.67%) Developer
2 4 (33.33%) Java Engineer
2 4 (33.33%) Senior Java Engineer
3 2 (16.67%) QlikView Developer
3 2 (16.67%) Senior Developer
3 2 (16.67%) Senior QlikView Developer
4 1 (8.33%) Apache Spark Developer
4 1 (8.33%) Architect
4 1 (8.33%) Big Data Engineer
4 1 (8.33%) Business Analyst
4 1 (8.33%) Data Architect
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%) Java Developer
4 1 (8.33%) MiFID Business Analyst
4 1 (8.33%) SQL Developer
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%) RESTful
2 1 (8.33%) scikit-learn
2 1 (8.33%) SciPy
Miscellaneous
1 5 (41.67%) Computer Science
2 4 (33.33%) PKI
3 3 (25.00%) Analytical Skills
4 2 (16.67%) Hedge funds
5 1 (8.33%) Derivative
5 1 (8.33%) Mainframe
Processes & Methodologies
1 4 (33.33%) Data Reconciliation
1 4 (33.33%) Identity Management
1 4 (33.33%) Multi-Factor Authentication
1 4 (33.33%) Multithreading
1 4 (33.33%) Risk Management
1 4 (33.33%) Secure Coding
1 4 (33.33%) Two-Factor Authentication
2 3 (25.00%) Analytics
2 3 (25.00%) Business Analysis
2 3 (25.00%) ETL
3 2 (16.67%) Business Intelligence
3 2 (16.67%) Dashboard Development
3 2 (16.67%) Data Transformation
3 2 (16.67%) ETL Development
3 2 (16.67%) Visualisation
4 1 (8.33%) Data Engineering
4 1 (8.33%) DevOps
4 1 (8.33%) Logical Data Model
4 1 (8.33%) Physical Data Model
4 1 (8.33%) SDLC
Programming Languages
1 7 (58.33%) Java
2 4 (33.33%) SQL
3 2 (16.67%) C#
3 2 (16.67%) Scala
3 2 (16.67%) VBA
4 1 (8.33%) C++
4 1 (8.33%) Go
4 1 (8.33%) Python
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%) MiFID
System Software
1 4 (33.33%) Active Directory
2 1 (8.33%) HDFS
Systems Management
1 1 (8.33%) Hadoop YARN
Vendors
1 5 (41.67%) Oracle
2 4 (33.33%) SAP
3 1 (8.33%) Teradata