Period
to 23 October 2018

The following table provides summary statistics for contract job vacancies advertised in Canary Wharf with a requirement for Mathematics skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Mathematics over the 6 months to 23 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.

Mathematics (Maths)
Tower Hamlets > Canary Wharf
6 months to
23 Oct 2018
Same period 2017 Same period 2016
Rank 51 36 39
Rank change year-on-year -15 +3 +6
Contract jobs citing Mathematics 7 10 1
As % of all contract IT jobs advertised in Canary Wharf 2.10% 3.60% 0.33%
As % of the Processes & Methodologies category 2.21% 3.85% 0.37%
Number of daily rates quoted 2 2 1
Canary Wharf median daily rate £575 £613 £400
Median daily rate % change year-on-year -6.12% +53.13% -35.35%
10th Percentile £553 £529 £375
90th Percentile £618 £706 £425
Tower Hamlets median daily rate £575 £613 £400
% change year-on-year -6.12% +53.13% -30.43%
Number of hourly rates quoted 0 0 0
Canary Wharf median hourly rate - - -
Tower Hamlets median hourly rate - - -

Mathematics 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 317 260 273
As % of all contract IT jobs advertised in Canary Wharf 95.20% 93.53% 91.30%
Number of daily rates quoted 235 197 193
Canary Wharf median daily rate £513 £515 £438
Median daily rate % change year-on-year -0.49% +17.71% -7.89%
10th Percentile £363 £263 £310
90th Percentile £614 £650 £598
Tower Hamlets median daily rate £513 £515 £438
% change year-on-year -0.49% +17.71% -12.50%
Number of hourly rates quoted 1 2 0
Canary Wharf median hourly rate £39.38 £15.00 -
Median hourly rate % change year-on-year +162.50% - -
Tower Hamlets median hourly rate £39.38 £15.00 -
% change year-on-year +162.50% - -

Mathematics
Job Vacancy Trend in Canary Wharf

Job postings citing Mathematics as a percentage of all IT jobs advertised in Canary Wharf.

Job vacancy trend for Mathematics in Canary Wharf

Mathematics
Contractor Daily Rate Trend in Canary Wharf

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

Contractor daily rate trend for Mathematics in Canary Wharf

For the 6 months to 23 October 2018, IT contractor jobs citing Mathematics 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 Mathematics.

1 7 (100.00%) Python
1 7 (100.00%) Finance
1 7 (100.00%) Machine Learning
1 7 (100.00%) Data Science
2 6 (85.71%) Problem-Solving
2 6 (85.71%) Apache Spark
2 6 (85.71%) Algorithms
2 6 (85.71%) Hadoop
3 5 (71.43%) Amazon AWS
3 5 (71.43%) R
3 5 (71.43%) ETL
3 5 (71.43%) SQL
3 5 (71.43%) Scala
4 4 (57.14%) TensorFlow
4 4 (57.14%) Keras
4 4 (57.14%) Visualisation
4 4 (57.14%) Big Data
5 3 (42.86%) Statistical Modelling
5 3 (42.86%) Hortonworks
5 3 (42.86%) Kafka
5 3 (42.86%) Apache Hive
5 3 (42.86%) Apache Cassandra
5 3 (42.86%) NoSQL
5 3 (42.86%) Tableau
5 3 (42.86%) HBase
5 3 (42.86%) FishEye
5 3 (42.86%) Elasticsearch
5 3 (42.86%) Deep Learning
5 3 (42.86%) Play Framework
5 3 (42.86%) Performance Tuning

Mathematics
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 6 (85.71%) Apache Spark
2 3 (42.86%) Apache Solr
2 3 (42.86%) Confluence
2 3 (42.86%) Elasticsearch
3 2 (28.57%) SAS
3 2 (28.57%) SharePoint
Cloud Services
1 5 (71.43%) Amazon AWS
2 3 (42.86%) Amazon S3
3 1 (14.29%) Google Cloud Platform
Communications & Networking
1 3 (42.86%) Kerberos
1 3 (42.86%) SSL
1 3 (42.86%) VPN
Database & Business Intelligence
1 6 (85.71%) Hadoop
2 4 (57.14%) Big Data
3 3 (42.86%) Amazon Redshift
3 3 (42.86%) Apache Cassandra
3 3 (42.86%) Apache Hive
3 3 (42.86%) Data Lake
3 3 (42.86%) Data Mining
3 3 (42.86%) Data Warehouse
3 3 (42.86%) HBase
3 3 (42.86%) NoSQL
3 3 (42.86%) Parquet
3 3 (42.86%) Power BI
3 3 (42.86%) Relational Database
4 1 (14.29%) Amazon RDS
Development Applications
1 3 (42.86%) FishEye
1 3 (42.86%) Git (software)
1 3 (42.86%) JIRA
General
1 7 (100.00%) Finance
2 3 (42.86%) Games
Job Titles
1 4 (57.14%) Data Scientist
2 3 (42.86%) Big Data Developer
2 3 (42.86%) Developer
2 3 (42.86%) Hadoop Developer
3 1 (14.29%) Computer Scientist
3 1 (14.29%) Computer Vision Scientist
3 1 (14.29%) Graduate
3 1 (14.29%) Junior
3 1 (14.29%) Junior Data Scientist
Libraries, Frameworks & Software Standards
1 4 (57.14%) Keras
1 4 (57.14%) TensorFlow
2 3 (42.86%) Caffe
2 3 (42.86%) HTML
2 3 (42.86%) HTML5
2 3 (42.86%) Kafka
2 3 (42.86%) Natural Language Processing
2 3 (42.86%) Play Framework
2 3 (42.86%) React
2 3 (42.86%) XML
3 2 (28.57%) Theano
4 1 (14.29%) OpenCV
4 1 (14.29%) scikit-learn
Miscellaneous
1 6 (85.71%) Algorithms
2 3 (42.86%) Analytical Skills
2 3 (42.86%) Computer Science
2 3 (42.86%) Fintech
Operating Systems
1 3 (42.86%) Unix
2 1 (14.29%) Linux
Processes & Methodologies
1 7 (100.00%) Data Science
1 7 (100.00%) Machine Learning
2 6 (85.71%) Problem-Solving
3 5 (71.43%) ETL
4 4 (57.14%) Visualisation
5 3 (42.86%) Agile Software Development
5 3 (42.86%) Analytics
5 3 (42.86%) Business Intelligence
5 3 (42.86%) Continuous Integration
5 3 (42.86%) Creative Problem-Solving
5 3 (42.86%) Data Analysis
5 3 (42.86%) Data Visualisation
5 3 (42.86%) Deep Learning
5 3 (42.86%) DevOps
5 3 (42.86%) Disruptive Innovation
5 3 (42.86%) Mathematical Modelling
5 3 (42.86%) Performance Tuning
5 3 (42.86%) Statistical Modelling
5 3 (42.86%) Statistics
5 3 (42.86%) Technical Architecture
Programming Languages
1 7 (100.00%) Python
2 5 (71.43%) R
2 5 (71.43%) Scala
2 5 (71.43%) SQL
3 3 (42.86%) Bash Shell
3 3 (42.86%) Java
3 3 (42.86%) JavaScript
3 3 (42.86%) Perl
4 2 (28.57%) MATLAB
5 1 (14.29%) C++
Qualifications
1 3 (42.86%) Degree
1 3 (42.86%) Master's Degree
1 3 (42.86%) PhD
2 1 (14.29%) Computer Science Degree
System Software
1 3 (42.86%) HDFS
Systems Management
1 3 (42.86%) Ansible
1 3 (42.86%) Hadoop YARN
Vendors
1 3 (42.86%) Atlassian
1 3 (42.86%) Google
1 3 (42.86%) Hortonworks
1 3 (42.86%) Microsoft
1 3 (42.86%) Tableau
2 2 (28.57%) Oracle