Period
to 16 October 2018

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 16 October 2018 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
16 Oct 2018
Same period 2017 Same period 2016
Rank 41 32 23
Rank change year-on-year -9 -9 +13
Contract jobs citing Data Modelling 16 15 17
As % of all contract IT jobs advertised in Canary Wharf 4.76% 5.66% 5.78%
As % of the Processes & Methodologies category 5.05% 6.02% 6.34%
Number of daily rates quoted 14 7 11
Canary Wharf median daily rate £600 £535 £475
Median daily rate % change year-on-year +12.15% +12.63% -
10th Percentile £478 £488 £375
90th Percentile £729 £608 £625
Tower Hamlets median daily rate £575 £543 £475
% change year-on-year +5.99% +14.21% -9.52%
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 317 249 268
As % of all contract IT jobs advertised in Canary Wharf 94.35% 93.96% 91.16%
Number of daily rates quoted 230 187 188
Canary Wharf median daily rate £500 £500 £431
Median daily rate % change year-on-year - +15.94% -13.75%
10th Percentile £363 £263 £310
90th Percentile £626 £650 £591
Tower Hamlets median daily rate £500 £515 £425
% change year-on-year -2.91% +21.18% -15.00%
Number of hourly rates quoted 2 2 0
Canary Wharf median hourly rate £27.19 £15.00 -
Median hourly rate % change year-on-year +81.25% - -
Tower Hamlets median hourly rate £27.19 £15.00 -
% change year-on-year +81.25% - -

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 16 October 2018.

Contractor daily rate histogram for Data Modelling in Canary Wharf

For the 6 months to 16 October 2018, IT contractor jobs citing Data Modelling also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the Canary Wharf region with a requirement for Data Modelling.

1 7 (43.75%) OO
2 6 (37.50%) Finance
2 6 (37.50%) Agile Software Development
2 6 (37.50%) Unit Testing
3 4 (25.00%) Microsoft
3 4 (25.00%) Endur
3 4 (25.00%) Python
3 4 (25.00%) OOD
3 4 (25.00%) Java
3 4 (25.00%) SQL
3 4 (25.00%) .NET
3 4 (25.00%) Refactoring
3 4 (25.00%) Back Office
3 4 (25.00%) Workflow
3 4 (25.00%) Banking
3 4 (25.00%) Team Foundation Server
3 4 (25.00%) Test Automation
3 4 (25.00%) BDD
3 4 (25.00%) Mentoring
3 4 (25.00%) SDLC
4 3 (18.75%) React
4 3 (18.75%) Analytical Skills
4 3 (18.75%) Self-Motivation
4 3 (18.75%) Machine Learning
4 3 (18.75%) AngularJS
4 3 (18.75%) Elasticsearch
4 3 (18.75%) Continuous Integration
4 3 (18.75%) SQL Server
4 3 (18.75%) T-SQL
5 2 (12.50%) JavaScript

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 3 (18.75%) Elasticsearch
2 2 (12.50%) Confluence
3 1 (6.25%) Apache
3 1 (6.25%) Apache Airflow
Applications
1 1 (6.25%) Microsoft PowerPoint
Business Applications
1 4 (25.00%) Endur
Cloud Services
1 1 (6.25%) Google Cloud Platform
Database & Business Intelligence
1 3 (18.75%) SQL Server
2 2 (12.50%) MongoDB
3 1 (6.25%) Big Data
3 1 (6.25%) BigQuery
3 1 (6.25%) Blockchain
3 1 (6.25%) DB2
3 1 (6.25%) Impala
3 1 (6.25%) PostgreSQL
3 1 (6.25%) QlikView
3 1 (6.25%) SQL Server 2012
3 1 (6.25%) SQL Server Integration Services
Development Applications
1 4 (25.00%) Team Foundation Server
2 2 (12.50%) Git (software)
2 2 (12.50%) Jenkins
2 2 (12.50%) JIRA
2 2 (12.50%) SpecFlow
3 1 (6.25%) TeamCity
General
1 6 (37.50%) Finance
2 4 (25.00%) Back Office
2 4 (25.00%) Banking
3 2 (12.50%) Front Office
4 1 (6.25%) Manufacturing
4 1 (6.25%) Telecoms
Job Titles
1 9 (56.25%) Developer
2 8 (50.00%) Senior Developer
3 5 (31.25%) Analyst
4 4 (25.00%) Analyst Developer
4 4 (25.00%) Endur Analyst
4 4 (25.00%) Endur Developer
4 4 (25.00%) OpenLink Analyst
4 4 (25.00%) OpenLink Developer
4 4 (25.00%) Senior Analyst
4 4 (25.00%) Senior Analyst Developer
5 2 (12.50%) Data Modeller
5 2 (12.50%) Data Science Developer
5 2 (12.50%) DevOps Engineer
5 2 (12.50%) Python Developer
5 2 (12.50%) Senior Python Developer
6 1 (6.25%) Data Visualisation Analyst
6 1 (6.25%) Senior DevOps
6 1 (6.25%) Senior SQL Server Developer
6 1 (6.25%) SSIS Developer
6 1 (6.25%) Tableau Analyst
Libraries, Frameworks & Software Standards
1 4 (25.00%) .NET
2 3 (18.75%) AngularJS
2 3 (18.75%) React
3 2 (12.50%) D3.js
3 2 (12.50%) Entity Framework
3 2 (12.50%) NHibernate
3 2 (12.50%) NumPy
3 2 (12.50%) Pandas
3 2 (12.50%) RESTful
3 2 (12.50%) scikit-learn
3 2 (12.50%) SciPy
3 2 (12.50%) SQLAlchemy
3 2 (12.50%) Vue.js
3 2 (12.50%) WCF
3 2 (12.50%) WinForms
3 2 (12.50%) XML
Miscellaneous
1 3 (18.75%) Analytical Skills
1 3 (18.75%) Self-Motivation
2 1 (6.25%) Fintech
2 1 (6.25%) Management Information System
2 1 (6.25%) Taxonomies
Operating Systems
1 2 (12.50%) Linux
Processes & Methodologies
1 7 (43.75%) OO
2 6 (37.50%) Agile Software Development
2 6 (37.50%) Unit Testing
3 4 (25.00%) BDD
3 4 (25.00%) Mentoring
3 4 (25.00%) OOD
3 4 (25.00%) Refactoring
3 4 (25.00%) SDLC
3 4 (25.00%) Test Automation
3 4 (25.00%) Workflow
4 3 (18.75%) Continuous Integration
4 3 (18.75%) Machine Learning
5 2 (12.50%) Asynchronous Programming
5 2 (12.50%) Business Intelligence
5 2 (12.50%) DevOps
5 2 (12.50%) ETL
5 2 (12.50%) ETRM
5 2 (12.50%) Scrum
5 2 (12.50%) TDD
5 2 (12.50%) Web Development
Programming Languages
1 4 (25.00%) Java
1 4 (25.00%) Python
1 4 (25.00%) SQL
2 3 (18.75%) T-SQL
3 2 (12.50%) C#
3 2 (12.50%) Go
3 2 (12.50%) JavaScript
3 2 (12.50%) Perl
Quality Assurance & Compliance
1 1 (6.25%) QA
Systems Management
1 1 (6.25%) Ansible
1 1 (6.25%) Opscode Chef
1 1 (6.25%) Puppet
1 1 (6.25%) Salt
Vendors
1 4 (25.00%) Microsoft
2 2 (12.50%) DevExpress
2 2 (12.50%) Infragistics
3 1 (6.25%) Google
3 1 (6.25%) Oracle
3 1 (6.25%) Sybase
3 1 (6.25%) Tableau