Period
to 24 November 2017

The following table provides summary statistics for contract job vacancies advertised in Canary Wharf with a requirement for Data Modelling skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Modelling over the 6 months to 24 November 2017 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Data Modelling
Tower Hamlets > Canary Wharf
6 months to
24 Nov 2017
Same period 2016 Same period 2015
Rank 32 18 39
Rank change year-on-year -14 +21 -19
Contract jobs citing Data Modelling 14 23 9
As % of all contract IT jobs advertised in Canary Wharf 4.91% 7.30% 2.41%
As % of the Processes & Methodologies category 5.41% 7.88% 2.79%
Number of daily rates quoted 6 16 5
Canary Wharf median daily rate £538 £513 £475
Median daily rate % change year-on-year +4.88% +7.89% +5.56%
10th Percentile £481 £400 £339
90th Percentile £612 £626 £560
Tower Hamlets median daily rate £538 £513 £550
% change year-on-year +4.88% -6.82% +4.76%
Number of hourly rates quoted 0 0 0
Canary Wharf median hourly rate - - -
Tower Hamlets median hourly rate - - -

Data Modelling is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Canary Wharf with a requirement for process or methodology skills.

All Process and Methodology Skills
Canary Wharf
Contract vacancies with a requirement for process or methodology skills 259 292 323
As % of all contract IT jobs advertised in Canary Wharf 90.88% 92.70% 86.60%
Number of daily rates quoted 200 209 234
Canary Wharf median daily rate £515 £450 £500
Median daily rate % change year-on-year +14.44% -10.00% +11.11%
10th Percentile £278 £309 £300
90th Percentile £653 £601 £600
Tower Hamlets median daily rate £520 £450 £500
% change year-on-year +15.56% -10.00% +11.11%
Number of hourly rates quoted 2 0 0
Canary Wharf median hourly rate £15.00 - -
Tower Hamlets median hourly rate £15.00 - -

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
Contractor Daily Rate Trend in Canary Wharf

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Data Modelling in Canary Wharf.

Contractor daily rate trend for Data Modelling in Canary Wharf

Data Modelling
Contractor Daily Rate Histogram in Canary Wharf

The daily rate distribution of IT jobs citing Data Modelling in Canary Wharf over the 6 months to 24 November 2017.

Contractor daily rate histogram for Data Modelling in Canary Wharf

For the 6 months to 24 November 2017, IT contractor 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 contract ads across the Canary Wharf region with a requirement for Data Modelling.

1 9 (64.29%) SQL
1 9 (64.29%) Agile Software Development
2 8 (57.14%) Logical Data Model
3 6 (42.86%) Physical Data Model
3 6 (42.86%) Java
3 6 (42.86%) XML
3 6 (42.86%) OO
3 6 (42.86%) ETL
3 6 (42.86%) JIRA
4 5 (35.71%) Computer Science
4 5 (35.71%) Spring
4 5 (35.71%) J2EE
4 5 (35.71%) Sybase
4 5 (35.71%) JavaScript
4 5 (35.71%) Banking
5 4 (28.57%) Finance
5 4 (28.57%) Hibernate
5 4 (28.57%) Scrum
5 4 (28.57%) ISEB
5 4 (28.57%) Oracle
5 4 (28.57%) OOA/OOD
5 4 (28.57%) SOA
5 4 (28.57%) IBM
5 4 (28.57%) PL/SQL
5 4 (28.57%) Investment Banking
5 4 (28.57%) TOGAF
5 4 (28.57%) ISTQB
5 4 (28.57%) Integration Testing
5 4 (28.57%) Confluence
5 4 (28.57%) Software Architecture

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 4 (28.57%) Confluence
1 4 (28.57%) Oracle SOA Suite
2 2 (14.29%) Oracle Workflow
3 1 (7.14%) Apache
3 1 (7.14%) Apache Spark
3 1 (7.14%) Elasticsearch
3 1 (7.14%) Tomcat
Applications
1 1 (7.14%) MS Visio
Business Applications
1 1 (7.14%) Eagle PACE
Cloud Services
1 1 (7.14%) npm
Communications & Networking
1 3 (21.43%) LDAP
Database & Business Intelligence
1 4 (28.57%) Oracle Database
1 4 (28.57%) Relational Database
2 2 (14.29%) Data Warehouse
2 2 (14.29%) Hadoop
2 2 (14.29%) NoSQL
2 2 (14.29%) PostgreSQL
3 1 (7.14%) Apache Hive
3 1 (7.14%) Big Data
3 1 (7.14%) DB2
3 1 (7.14%) HBase
3 1 (7.14%) Impala
3 1 (7.14%) MongoDB
3 1 (7.14%) RDBMS
3 1 (7.14%) SQL Server
Development Applications
1 6 (42.86%) JIRA
2 2 (14.29%) ERwin
3 1 (7.14%) Git (software)
3 1 (7.14%) Gradle
3 1 (7.14%) IntelliJ
3 1 (7.14%) Jenkins
3 1 (7.14%) JUnit
3 1 (7.14%) Maven
3 1 (7.14%) NetBeans
3 1 (7.14%) TeamCity
General
1 5 (35.71%) Banking
2 4 (28.57%) Finance
2 4 (28.57%) Investment Banking
3 1 (7.14%) Front Office
3 1 (7.14%) Prime Brokerage
Job Titles
1 4 (28.57%) Architect
1 4 (28.57%) Developer
2 3 (21.43%) Analyst
2 3 (21.43%) Business Analyst
3 2 (14.29%) Angular Developer
3 2 (14.29%) DBA
3 2 (14.29%) Java Architect
3 2 (14.29%) Java Developer
3 2 (14.29%) PostgreSQL DBA
3 2 (14.29%) Software Architect
4 1 (7.14%) Apache Spark Developer
4 1 (7.14%) C# .NET Developer
4 1 (7.14%) C# ASP.NET Developer
4 1 (7.14%) Data Consultant
4 1 (7.14%) Front Office Business Analyst
4 1 (7.14%) Full Stack Developer
4 1 (7.14%) Investment Banking Java Developer
4 1 (7.14%) JavaScript Developer
4 1 (7.14%) Senior JavaScript Developer
4 1 (7.14%) UI Developer
Libraries, Frameworks & Software Standards
1 6 (42.86%) XML
2 5 (35.71%) J2EE
2 5 (35.71%) Spring
3 4 (28.57%) AngularJS
3 4 (28.57%) Hibernate
4 2 (14.29%) HTML
4 2 (14.29%) HTML5
5 1 (7.14%) .NET
5 1 (7.14%) Ajax
5 1 (7.14%) Apache Flex
5 1 (7.14%) ASP.NET
5 1 (7.14%) BlazeDS
5 1 (7.14%) FIX Protocol
5 1 (7.14%) jQuery
5 1 (7.14%) JSON
5 1 (7.14%) Node.js
5 1 (7.14%) REST
5 1 (7.14%) RESTful
5 1 (7.14%) Spring MVC
5 1 (7.14%) Spring Security
Miscellaneous
1 5 (35.71%) Computer Science
2 3 (21.43%) Data Structures
3 2 (14.29%) Analytical Skills
4 1 (7.14%) Derivative
4 1 (7.14%) Equities
4 1 (7.14%) Foreign Exchange (FX)
4 1 (7.14%) Linux Command Line
4 1 (7.14%) OTC Derivatives
4 1 (7.14%) User Experience
Operating Systems
1 2 (14.29%) Unix
2 1 (7.14%) Linux
Processes & Methodologies
1 9 (64.29%) Agile Software Development
2 8 (57.14%) Logical Data Model
3 6 (42.86%) ETL
3 6 (42.86%) OO
3 6 (42.86%) Physical Data Model
4 4 (28.57%) Coaching
4 4 (28.57%) Integration Testing
4 4 (28.57%) OOA/OOD
4 4 (28.57%) Scrum
4 4 (28.57%) SOA
4 4 (28.57%) Software Architecture
4 4 (28.57%) TOGAF
5 3 (21.43%) Data Management
5 3 (21.43%) Kanban
6 2 (14.29%) Content Management
6 2 (14.29%) Data Integration
6 2 (14.29%) Document Management
6 2 (14.29%) Enterprise Architecture
6 2 (14.29%) Reverse Engineering
6 2 (14.29%) Statistics
Programming Languages
1 9 (64.29%) SQL
2 6 (42.86%) Java
3 5 (35.71%) JavaScript
4 4 (28.57%) PL/SQL
5 2 (14.29%) TypeScript
6 1 (7.14%) ActionScript
6 1 (7.14%) C#
6 1 (7.14%) Perl
6 1 (7.14%) T-SQL
Qualifications
1 4 (28.57%) ISEB
1 4 (28.57%) ISTQB
2 1 (7.14%) Computer Science Degree
2 1 (7.14%) Degree
Quality Assurance & Compliance
1 3 (21.43%) Data Quality
2 1 (7.14%) QA
System Software
1 3 (21.43%) Active Directory
2 1 (7.14%) Apache Flume
2 1 (7.14%) Docker
2 1 (7.14%) HDFS
Systems Management
1 1 (7.14%) Oozie
Vendors
1 5 (35.71%) Sybase
2 4 (28.57%) IBM
2 4 (28.57%) Oracle
3 2 (14.29%) Atlassian
3 2 (14.29%) Greenplum
4 1 (7.14%) Adobe
4 1 (7.14%) CA Agile Central
4 1 (7.14%) Microsoft