Period
to 19 August 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 19 August 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
19 Aug 2018
Same period 2017 Same period 2016
Rank 43 35 37
Rank change year-on-year -8 +2 0
Contract jobs citing Mathematics 14 7 1
As % of all contract IT jobs advertised in Canary Wharf 4.08% 2.80% 0.38%
As % of the Processes & Methodologies category 4.35% 3.06% 0.43%
Number of daily rates quoted 6 3 1
Canary Wharf median daily rate £550 £185 £400
Median daily rate % change year-on-year +197.30% -53.75% -23.08%
Tower Hamlets median daily rate £550 £185 £400
% change year-on-year +197.30% -53.75% -24.71%
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 322 229 231
As % of all contract IT jobs advertised in Canary Wharf 93.88% 91.60% 88.17%
Number of daily rates quoted 208 166 183
Canary Wharf median daily rate £500 £515 £438
Median daily rate % change year-on-year -2.91% +17.71% -7.89%
10th Percentile £359 £281 £313
90th Percentile £632 £650 £625
Tower Hamlets median daily rate £500 £515 £438
% change year-on-year -2.91% +17.71% -12.50%
Number of hourly rates quoted 4 1 1
Canary Wharf median hourly rate £15.75 £15.00 £26.00
Median hourly rate % change year-on-year +5.00% -42.31% -
Tower Hamlets median hourly rate £35.00 £15.00 £26.00
% change year-on-year +133.33% -42.31% -

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 19 August 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 14 (100.00%) Python
1 14 (100.00%) Finance
1 14 (100.00%) Machine Learning
1 14 (100.00%) Data Science
2 13 (92.86%) Problem-Solving
2 13 (92.86%) Algorithms
3 12 (85.71%) Amazon AWS
4 9 (64.29%) Hadoop
4 9 (64.29%) Apache Spark
5 8 (57.14%) TensorFlow
5 8 (57.14%) Keras
5 8 (57.14%) R
5 8 (57.14%) Scala
5 8 (57.14%) ETL
5 8 (57.14%) SQL
6 7 (50.00%) PhD
6 7 (50.00%) Microsoft
6 7 (50.00%) Agile Software Development
6 7 (50.00%) Computer Science
6 7 (50.00%) Google
6 7 (50.00%) Degree
6 7 (50.00%) Visualisation
6 7 (50.00%) Creative Problem-Solving
6 7 (50.00%) Master's Degree
6 7 (50.00%) Analytics
6 7 (50.00%) Big Data
6 7 (50.00%) Deep Learning
7 6 (42.86%) Play Framework
7 6 (42.86%) Hadoop YARN
7 6 (42.86%) Relational Database

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 9 (64.29%) Apache Spark
2 6 (42.86%) Apache Solr
3 5 (35.71%) Confluence
3 5 (35.71%) Elasticsearch
4 2 (14.29%) SAS
4 2 (14.29%) SharePoint
5 1 (7.14%) Apache Pig
Cloud Services
1 12 (85.71%) Amazon AWS
2 5 (35.71%) Amazon S3
3 1 (7.14%) Amazon EC2
3 1 (7.14%) Google Cloud Platform
3 1 (7.14%) Microsoft Azure
Communications & Networking
1 5 (35.71%) Kerberos
1 5 (35.71%) SSL
1 5 (35.71%) VPN
Database & Business Intelligence
1 9 (64.29%) Hadoop
2 7 (50.00%) Big Data
3 6 (42.86%) Apache Cassandra
3 6 (42.86%) Apache Hive
3 6 (42.86%) Data Mining
3 6 (42.86%) Data Warehouse
3 6 (42.86%) NoSQL
3 6 (42.86%) Relational Database
4 5 (35.71%) Amazon RDS
4 5 (35.71%) Amazon Redshift
4 5 (35.71%) Data Lake
4 5 (35.71%) HBase
4 5 (35.71%) Parquet
4 5 (35.71%) Power BI
5 1 (7.14%) Blockchain
5 1 (7.14%) Impala
5 1 (7.14%) MarkLogic
5 1 (7.14%) MongoDB
5 1 (7.14%) Riak
Development Applications
1 5 (35.71%) FishEye
1 5 (35.71%) Git (software)
1 5 (35.71%) JIRA
General
1 14 (100.00%) Finance
2 6 (42.86%) Games
Job Titles
1 8 (57.14%) Data Scientist
2 6 (42.86%) Big Data Developer
2 6 (42.86%) Developer
2 6 (42.86%) Hadoop Developer
3 5 (35.71%) Computer Scientist
3 5 (35.71%) Computer Vision Scientist
4 1 (7.14%) Graduate
4 1 (7.14%) Junior
4 1 (7.14%) Junior Data Scientist
Libraries, Frameworks & Software Standards
1 8 (57.14%) Keras
1 8 (57.14%) TensorFlow
2 6 (42.86%) Kafka
2 6 (42.86%) Natural Language Processing
2 6 (42.86%) Play Framework
3 5 (35.71%) HTML
3 5 (35.71%) HTML5
3 5 (35.71%) OpenCV
3 5 (35.71%) React
3 5 (35.71%) XML
4 2 (14.29%) Theano
5 1 (7.14%) Hibernate
5 1 (7.14%) JMS
5 1 (7.14%) Lucene
5 1 (7.14%) scikit-learn
5 1 (7.14%) Spring
Miscellaneous
1 13 (92.86%) Algorithms
2 7 (50.00%) Computer Science
3 6 (42.86%) Analytical Skills
3 6 (42.86%) Fintech
4 1 (7.14%) Replication
Operating Systems
1 6 (42.86%) Linux
1 6 (42.86%) Unix
2 1 (7.14%) CentOS
2 1 (7.14%) Red Hat Enterprise Linux
Processes & Methodologies
1 14 (100.00%) Data Science
1 14 (100.00%) Machine Learning
2 13 (92.86%) Problem-Solving
3 8 (57.14%) ETL
4 7 (50.00%) Agile Software Development
4 7 (50.00%) Analytics
4 7 (50.00%) Creative Problem-Solving
4 7 (50.00%) Deep Learning
4 7 (50.00%) Visualisation
5 6 (42.86%) Continuous Integration
5 6 (42.86%) Data Analysis
5 6 (42.86%) Data Visualisation
5 6 (42.86%) Disruptive Innovation
5 6 (42.86%) Exploratory Data Analysis
5 6 (42.86%) Mathematical Modelling
5 6 (42.86%) Software Engineering
5 6 (42.86%) Statistical Modelling
6 5 (35.71%) Business Intelligence
6 5 (35.71%) Technical Architecture
6 5 (35.71%) Use Case
Programming Languages
1 14 (100.00%) Python
2 8 (57.14%) R
2 8 (57.14%) Scala
2 8 (57.14%) SQL
3 6 (42.86%) Bash Shell
3 6 (42.86%) Java
3 6 (42.86%) JavaScript
3 6 (42.86%) Perl
4 5 (35.71%) C++
5 2 (14.29%) MATLAB
6 1 (7.14%) C#
Qualifications
1 7 (50.00%) Degree
1 7 (50.00%) Master's Degree
1 7 (50.00%) PhD
2 5 (35.71%) Computer Science Degree
Quality Assurance & Compliance
1 1 (7.14%) GCP
System Software
1 5 (35.71%) HDFS
Systems Management
1 6 (42.86%) Hadoop YARN
2 5 (35.71%) Ansible
Vendors
1 7 (50.00%) Google
1 7 (50.00%) Microsoft
2 5 (35.71%) Atlassian
2 5 (35.71%) Hortonworks
2 5 (35.71%) Tableau
3 2 (14.29%) Oracle