Period
to 18 December 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 18 December 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
18 Dec 2018
Same period 2017 Same period 2016
Rank 53 38 20
Rank change year-on-year -15 -18 +15
Contract jobs citing Data Modelling 14 14 23
As % of all contract IT jobs advertised in Canary Wharf 3.71% 4.68% 7.54%
As % of the Processes & Methodologies category 3.91% 5.00% 8.04%
Number of daily rates quoted 13 9 15
Canary Wharf median daily rate £575 £548 £550
Median daily rate % change year-on-year +5.02% -0.45% +15.79%
10th Percentile £516 £439 £450
90th Percentile £740 £601 £630
Tower Hamlets median daily rate £575 £548 £550
% change year-on-year +5.02% -0.45% +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 358 280 286
As % of all contract IT jobs advertised in Canary Wharf 94.96% 93.65% 93.77%
Number of daily rates quoted 300 227 202
Canary Wharf median daily rate £550 £525 £450
Median daily rate % change year-on-year +4.76% +16.67% -10.00%
10th Percentile £375 £275 £313
90th Percentile £650 £650 £610
Tower Hamlets median daily rate £550 £525 £450
% change year-on-year +4.76% +16.67% -10.00%
Number of hourly rates quoted 2 2 0
Canary Wharf median hourly rate £93.44 £15.00 -
Median hourly rate % change year-on-year +522.92% - -
Tower Hamlets median hourly rate £93.44 £15.00 -
% change year-on-year +522.92% - -

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 18 December 2018.

Contractor daily rate histogram for Data Modelling in Canary Wharf

For the 6 months to 18 December 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 10 (71.43%) Agile Software Development
2 9 (64.29%) OO
3 7 (50.00%) OOD
3 7 (50.00%) Java
3 7 (50.00%) .NET
3 7 (50.00%) Endur
3 7 (50.00%) Back Office
3 7 (50.00%) Workflow
3 7 (50.00%) Unit Testing
3 7 (50.00%) Team Foundation Server
3 7 (50.00%) Test Automation
3 7 (50.00%) Refactoring
3 7 (50.00%) BDD
3 7 (50.00%) Mentoring
4 5 (35.71%) XML
4 5 (35.71%) Microsoft
5 4 (28.57%) Finance
6 3 (21.43%) SQL
6 3 (21.43%) Banking
6 3 (21.43%) Analytical Skills
6 3 (21.43%) Machine Learning
7 2 (14.29%) SpecFlow
7 2 (14.29%) D3.js
7 2 (14.29%) AngularJS
7 2 (14.29%) MongoDB
7 2 (14.29%) Elasticsearch
7 2 (14.29%) Pandas
7 2 (14.29%) WCF
7 2 (14.29%) SQLAlchemy
7 2 (14.29%) SciPy

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 2 (14.29%) Elasticsearch
2 1 (7.14%) Apache
2 1 (7.14%) Apache Airflow
Business Applications
1 7 (50.00%) Endur
Cloud Services
1 1 (7.14%) Google Cloud Platform
Database & Business Intelligence
1 2 (14.29%) MongoDB
1 2 (14.29%) SQL Server
2 1 (7.14%) BigQuery
2 1 (7.14%) Blockchain
2 1 (7.14%) QlikView
Development Applications
1 7 (50.00%) Team Foundation Server
2 2 (14.29%) SpecFlow
3 1 (7.14%) Toad
General
1 7 (50.00%) Back Office
2 4 (28.57%) Finance
3 3 (21.43%) Banking
4 2 (14.29%) Front Office
5 1 (7.14%) Manufacturing
5 1 (7.14%) Telecoms
Job Titles
1 11 (78.57%) Developer
1 11 (78.57%) Senior Developer
2 8 (57.14%) Analyst
3 7 (50.00%) Analyst Developer
3 7 (50.00%) Endur Analyst
3 7 (50.00%) Endur Developer
3 7 (50.00%) OpenLink Analyst
3 7 (50.00%) OpenLink Developer
3 7 (50.00%) Senior Analyst
3 7 (50.00%) Senior Analyst Developer
4 2 (14.29%) Data Science Developer
4 2 (14.29%) Python Developer
4 2 (14.29%) Senior Python Developer
5 1 (7.14%) Agile C# Developer
5 1 (7.14%) C# Programmer
5 1 (7.14%) Senior SQL Developer
5 1 (7.14%) Senior SQL Server Developer
5 1 (7.14%) Senior WinForms Developer
5 1 (7.14%) SQL Programmer
5 1 (7.14%) WinForms Developer
Libraries, Frameworks & Software Standards
1 7 (50.00%) .NET
2 5 (35.71%) XML
3 2 (14.29%) AngularJS
3 2 (14.29%) D3.js
3 2 (14.29%) Entity Framework
3 2 (14.29%) NHibernate
3 2 (14.29%) NumPy
3 2 (14.29%) Pandas
3 2 (14.29%) React
3 2 (14.29%) RESTful
3 2 (14.29%) scikit-learn
3 2 (14.29%) SciPy
3 2 (14.29%) SQLAlchemy
3 2 (14.29%) Vue.js
3 2 (14.29%) WCF
3 2 (14.29%) WinForms
Miscellaneous
1 3 (21.43%) Analytical Skills
2 2 (14.29%) Self-Motivation
3 1 (7.14%) Fintech
3 1 (7.14%) Reference Data
3 1 (7.14%) Taxonomies
Processes & Methodologies
1 10 (71.43%) Agile Software Development
2 9 (64.29%) OO
3 7 (50.00%) BDD
3 7 (50.00%) Mentoring
3 7 (50.00%) OOD
3 7 (50.00%) Refactoring
3 7 (50.00%) Test Automation
3 7 (50.00%) Unit Testing
3 7 (50.00%) Workflow
4 3 (21.43%) Machine Learning
5 2 (14.29%) Asynchronous Programming
5 2 (14.29%) Continuous Integration
5 2 (14.29%) Data Science
5 2 (14.29%) Deployment Automation
5 2 (14.29%) ETRM
5 2 (14.29%) Problem-Solving
5 2 (14.29%) Scrum
5 2 (14.29%) TDD
5 2 (14.29%) Validation
5 2 (14.29%) Web Development
Programming Languages
1 7 (50.00%) Java
2 3 (21.43%) SQL
3 2 (14.29%) C#
3 2 (14.29%) Python
3 2 (14.29%) T-SQL
Quality Assurance & Compliance
1 1 (7.14%) Solvency II
Vendors
1 5 (35.71%) Microsoft
2 2 (14.29%) DevExpress
2 2 (14.29%) Infragistics
3 1 (7.14%) Google
3 1 (7.14%) Tableau