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 3 months to 25 March 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.

3 months to
25 Mar 2017
Same period 2016 Same period 2015
Data Modelling
London / Canary Wharf
Rank 15 15 18
Rank change year-on-year 0 +3  
Contract jobs citing Data Modelling 12 8 5
As % of all contract IT jobs advertised in Canary Wharf 9.02% 6.61% 4.42%
As % of the Processes & Methodologies category 9.92% 7.48% 4.95%
Number of daily rates quoted 4 8 4
Median daily rate £560 £480 £538
Median daily rate % change year-on-year +16.66% -10.69%  
90% offered a daily rate of more than £467 £430 £390
10% offered a daily rate of more than £640 £504 £668
UK excluding London median daily rate £438 £450 £425
% change year-on-year -2.77% +5.88%  
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £38.37 £49.82 £40.00
% change year-on-year -22.98% +24.55%  

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 contract job vacancies advertised in Canary Wharf with a requirement for process and methodology skills.

Contract Process & Methodology Skills
Canary Wharf
Contract job vacancies with a requirement for process and methodology skills 121 107 101
As % of all contract IT job vacancies advertised in Canary Wharf 90.98% 88.43% 89.38%
Number of daily rates quoted 79 93 62
Median daily rate £550 £480 £500
Median daily rate % change year-on-year +14.58% -4.00%  
90% offered a daily rate of more than £375 £350 £375
10% offered a daily rate of more than £650 £650 £675
UK excluding London median daily rate £410 £400 £400
% change year-on-year +2.50% +0.06%  
Number of hourly rates quoted 2 1 0
Median hourly rate £47.50 £26.00 -
Median hourly rate % change year-on-year +82.69% -  
UK excluding London median hourly rate £36.00 £38.75 £30.00
% change year-on-year -7.09% +29.16%  

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 contract or permanent IT jobs with a match in the Processes & Methodologies category.

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 3 months to 25 March 2017.

Contractor daily rate histogram for Data Modelling in Canary Wharf

Data Modelling
Top 30 Related IT Skills in Canary Wharf

For the 6 months to 25 March 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 15 (57.69%) Finance
1 15 (57.69%) Logical Data Model
2 13 (50.00%) TOGAF
3 11 (42.31%) Data Management
3 11 (42.31%) Physical Data Model
4 10 (38.46%) Data Architecture
5 9 (34.62%) Oracle
6 8 (30.77%) Java
6 8 (30.77%) SQL
6 8 (30.77%) Business Analysis
6 8 (30.77%) Data Integration
6 8 (30.77%) Agile Software Development
7 7 (26.92%) Enterprise Architecture
7 7 (26.92%) DB2
8 6 (23.08%) Business Intelligence
8 6 (23.08%) Scrum
8 6 (23.08%) PowerDesigner
9 5 (19.23%) ERwin
9 5 (19.23%) IBM
9 5 (19.23%) SOA
9 5 (19.23%) RUP
9 5 (19.23%) Data Warehouse
9 5 (19.23%) Sybase
9 5 (19.23%) Banking
9 5 (19.23%) Software Architecture
9 5 (19.23%) Oracle SOA Suite
9 5 (19.23%) Data Governance
9 5 (19.23%) Master Data Management
10 4 (15.38%) Coaching
10 4 (15.38%) Virtual Team

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 5 (19.23%) Oracle SOA Suite
2 3 (11.54%) Oracle Workflow
3 2 (7.69%) Confluence
3 2 (7.69%) Liferay
4 1 (3.85%) Adobe Experience Manager
4 1 (3.85%) MQSeries
Applications
1 1 (3.85%) MS Office
1 1 (3.85%) S-PLUS
Business Applications
1 1 (3.85%) Loan IQ
Cloud Services
1 1 (3.85%) Cloud Computing
Communications & Networking
1 3 (11.54%) LDAP
Database & Business Intelligence
1 7 (26.92%) DB2
2 5 (19.23%) Data Warehouse
3 3 (11.54%) SQL Server
4 2 (7.69%) PostgreSQL
5 1 (3.85%) Enterprise Data Warehouse
5 1 (3.85%) MongoDB
5 1 (3.85%) MySQL
5 1 (3.85%) OLAP
5 1 (3.85%) Oracle Database
5 1 (3.85%) Oracle ODI
5 1 (3.85%) Oracle OLAP
5 1 (3.85%) RDBMS
5 1 (3.85%) Relational Database
5 1 (3.85%) SQL Server 2000
5 1 (3.85%) SQL Server 2008
5 1 (3.85%) SQL Server Analysis Services
5 1 (3.85%) SQL Server Integration Services
5 1 (3.85%) Star Schema
Development Applications
1 6 (23.08%) PowerDesigner
2 5 (19.23%) ERwin
3 2 (7.69%) JIRA
4 1 (3.85%) Bitbucket
4 1 (3.85%) Eclipse
4 1 (3.85%) PowerBuilder
4 1 (3.85%) Rational Rhapsody
4 1 (3.85%) Talend Open Studio
4 1 (3.85%) Toad
General
1 15 (57.69%) Finance
2 5 (19.23%) Banking
3 4 (15.38%) Front Office
4 3 (11.54%) Investment Banking
Job Titles
1 18 (69.23%) Architect
2 11 (42.31%) Data Architect
3 7 (26.92%) Systems Architect
4 5 (19.23%) Analyst
5 4 (15.38%) Business Analyst
5 4 (15.38%) Software Architect
6 3 (11.54%) Data Modeller
6 3 (11.54%) SQL Analyst
7 2 (7.69%) Banking Analyst
7 2 (7.69%) Banking Business Analyst
7 2 (7.69%) C# Developer
7 2 (7.69%) Developer
7 2 (7.69%) Front Office Business Analyst
7 2 (7.69%) Java Developer
7 2 (7.69%) Salesforce Architect
7 2 (7.69%) Salesforce Solution Architect
7 2 (7.69%) Solutions Architect
8 1 (3.85%) C++ Developer
8 1 (3.85%) Consultant
8 1 (3.85%) Information Analyst
Libraries, Frameworks & Software Standards
1 4 (15.38%) Spring
2 2 (7.69%) Spring Boot
3 1 (3.85%) .NET
3 1 (3.85%) .NET Framework
3 1 (3.85%) Akka
3 1 (3.85%) COM+
3 1 (3.85%) Dropwizard
3 1 (3.85%) Finagle
3 1 (3.85%) Hibernate
3 1 (3.85%) J2EE
3 1 (3.85%) JMS
3 1 (3.85%) jQuery
3 1 (3.85%) JSON
3 1 (3.85%) Kafka
3 1 (3.85%) Struts
3 1 (3.85%) XBRL
3 1 (3.85%) XML
Miscellaneous
1 4 (15.38%) Virtual Team
2 2 (7.69%) Analytical Skills
2 2 (7.69%) Computer Science
2 2 (7.69%) N-Tier
2 2 (7.69%) Replication
3 1 (3.85%) Algorithms
3 1 (3.85%) Data Structures
3 1 (3.85%) Derivative
3 1 (3.85%) Fixed Income
3 1 (3.85%) Foreign Exchange (FX)
3 1 (3.85%) OTC Derivatives
Operating Systems
1 1 (3.85%) Android
1 1 (3.85%) Apple iOS
1 1 (3.85%) Linux
1 1 (3.85%) Unix
Processes & Methodologies
1 15 (57.69%) Logical Data Model
2 13 (50.00%) TOGAF
3 11 (42.31%) Data Management
3 11 (42.31%) Physical Data Model
4 10 (38.46%) Data Architecture
5 8 (30.77%) Agile Software Development
5 8 (30.77%) Business Analysis
5 8 (30.77%) Data Integration
6 7 (26.92%) Enterprise Architecture
7 6 (23.08%) Business Intelligence
7 6 (23.08%) Scrum
8 5 (19.23%) Data Governance
8 5 (19.23%) Master Data Management
8 5 (19.23%) RUP
8 5 (19.23%) SOA
8 5 (19.23%) Software Architecture
9 4 (15.38%) Coaching
9 4 (15.38%) ETL
9 4 (15.38%) Project Management
9 4 (15.38%) UML
Programming Languages
1 8 (30.77%) Java
1 8 (30.77%) SQL
2 3 (11.54%) JavaScript
3 2 (7.69%) C#
3 2 (7.69%) PL/SQL
4 1 (3.85%) C++
4 1 (3.85%) MATLAB
4 1 (3.85%) Perl
4 1 (3.85%) Python
4 1 (3.85%) R
4 1 (3.85%) Scala
4 1 (3.85%) T-SQL
4 1 (3.85%) VB
Qualifications
1 2 (7.69%) ISEB
1 2 (7.69%) ISTQB
2 1 (3.85%) Sun Certification
Quality Assurance & Compliance
1 2 (7.69%) Data Quality
2 1 (3.85%) QA
Vendors
1 9 (34.62%) Oracle
2 5 (19.23%) IBM
2 5 (19.23%) Sybase
3 2 (7.69%) Informatica
3 2 (7.69%) Microsoft
3 2 (7.69%) Salesforce.com
4 1 (3.85%) Adobe
4 1 (3.85%) Atlassian
4 1 (3.85%) MicroStrategy
4 1 (3.85%) Solace
4 1 (3.85%) Sun
4 1 (3.85%) Tableau
4 1 (3.85%) Talend