Period
to 17 January 2019

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 17 January 2019 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
17 Jan 2019
Same period 2018 Same period 2017
Rank 68 38 35
Rank change year-on-year -30 -3 +7
Contract jobs citing Mathematics 5 12 5
As % of all contract IT jobs advertised in Canary Wharf 1.28% 3.91% 1.66%
As % of the Processes & Methodologies category 1.34% 4.20% 1.77%
Number of daily rates quoted 0 6 4
Canary Wharf median daily rate - £600 £575
Median daily rate % change year-on-year - +4.35% -13.21%
Tower Hamlets median daily rate - £600 £575
% change year-on-year - +4.35% -8.00%
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 374 286 282
As % of all contract IT jobs advertised in Canary Wharf 95.41% 93.16% 93.69%
Number of daily rates quoted 324 237 205
Canary Wharf median daily rate £550 £515 £450
Median daily rate % change year-on-year +6.80% +14.44% -10.00%
10th Percentile £400 £281 £313
90th Percentile £650 £650 £638
Tower Hamlets median daily rate £550 £525 £450
% change year-on-year +4.76% +16.67% -10.00%
Number of hourly rates quoted 3 3 2
Canary Wharf median hourly rate £39.38 £15.00 £48.75
Median hourly rate % change year-on-year +162.50% -69.23% -
10th Percentile £18.28 £15.00 £44.13
90th Percentile £134.47 £15.00 £52.38
Tower Hamlets median hourly rate £39.38 £15.00 £48.75
% change year-on-year +162.50% -69.23% -

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 17 January 2019, 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 4 (80.00%) SQL
1 4 (80.00%) Python
1 4 (80.00%) Finance
1 4 (80.00%) Scala
1 4 (80.00%) Problem-Solving
2 3 (60.00%) Data Science
2 3 (60.00%) Analytical Skills
2 3 (60.00%) Apache Spark
2 3 (60.00%) Algorithms
2 3 (60.00%) Hadoop
2 3 (60.00%) Continuous Integration
2 3 (60.00%) R
2 3 (60.00%) Machine Learning
2 3 (60.00%) ETL
2 3 (60.00%) Java
3 2 (40.00%) JavaScript
3 2 (40.00%) Perl
3 2 (40.00%) XML
3 2 (40.00%) HTML
3 2 (40.00%) Unix
3 2 (40.00%) Kerberos
3 2 (40.00%) VPN
3 2 (40.00%) Business Intelligence
3 2 (40.00%) SSL
3 2 (40.00%) Data Warehouse
3 2 (40.00%) Data Mining
3 2 (40.00%) Games
3 2 (40.00%) Data Analysis
3 2 (40.00%) Big Data
3 2 (40.00%) Statistical Modelling

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 3 (60.00%) Apache Spark
2 2 (40.00%) Apache Solr
2 2 (40.00%) Confluence
2 2 (40.00%) Elasticsearch
3 1 (20.00%) SAS
3 1 (20.00%) SharePoint
Cloud Services
1 2 (40.00%) Amazon AWS
1 2 (40.00%) Amazon S3
Communications & Networking
1 2 (40.00%) Kerberos
1 2 (40.00%) SSL
1 2 (40.00%) VPN
Database & Business Intelligence
1 3 (60.00%) Hadoop
2 2 (40.00%) Amazon Redshift
2 2 (40.00%) Apache Cassandra
2 2 (40.00%) Apache Hive
2 2 (40.00%) Big Data
2 2 (40.00%) Data Lake
2 2 (40.00%) Data Mining
2 2 (40.00%) Data Warehouse
2 2 (40.00%) HBase
2 2 (40.00%) NoSQL
2 2 (40.00%) Parquet
2 2 (40.00%) Power BI
2 2 (40.00%) Relational Database
Development Applications
1 2 (40.00%) FishEye
1 2 (40.00%) Git (software)
1 2 (40.00%) JIRA
General
1 4 (80.00%) Finance
2 2 (40.00%) Games
Job Titles
1 3 (60.00%) Developer
2 2 (40.00%) Big Data Developer
3 1 (20.00%) Data Scientist
3 1 (20.00%) Graduate
3 1 (20.00%) Junior
3 1 (20.00%) Junior Data Scientist
3 1 (20.00%) Lead Project Manager
3 1 (20.00%) Project Leader
3 1 (20.00%) Project Manager
3 1 (20.00%) Scala Developer
3 1 (20.00%) Technical Leader
3 1 (20.00%) Technical Manager
3 1 (20.00%) Technical Operations Manager
3 1 (20.00%) Technical Operations Project Manager
3 1 (20.00%) Technical Project Leader
3 1 (20.00%) Technical Project Manager
Libraries, Frameworks & Software Standards
1 2 (40.00%) Apache NiFi
1 2 (40.00%) HTML
1 2 (40.00%) HTML5
1 2 (40.00%) Kafka
1 2 (40.00%) Natural Language Processing
1 2 (40.00%) Play Framework
1 2 (40.00%) React
1 2 (40.00%) XML
2 1 (20.00%) Caffe
2 1 (20.00%) Keras
2 1 (20.00%) Middleware
2 1 (20.00%) TensorFlow
2 1 (20.00%) Theano
Miscellaneous
1 3 (60.00%) Algorithms
1 3 (60.00%) Analytical Skills
2 2 (40.00%) Fintech
3 1 (20.00%) Credit Derivative
3 1 (20.00%) Data Structures
3 1 (20.00%) Derivative
3 1 (20.00%) Fixed Income
3 1 (20.00%) Interest Rate Derivative
Operating Systems
1 2 (40.00%) Unix
Processes & Methodologies
1 4 (80.00%) Problem-Solving
2 3 (60.00%) Continuous Integration
2 3 (60.00%) Data Science
2 3 (60.00%) ETL
2 3 (60.00%) Machine Learning
3 2 (40.00%) Business Intelligence
3 2 (40.00%) Data Analysis
3 2 (40.00%) Data Visualisation
3 2 (40.00%) DevOps
3 2 (40.00%) Disruptive Innovation
3 2 (40.00%) ETL Development
3 2 (40.00%) Exploratory Data Analysis
3 2 (40.00%) Mathematical Modelling
3 2 (40.00%) Performance Tuning
3 2 (40.00%) Statistical Modelling
3 2 (40.00%) Technical Architecture
3 2 (40.00%) Visualisation
4 1 (20.00%) Migration
4 1 (20.00%) Operations Research
4 1 (20.00%) Statistics
Programming Languages
1 4 (80.00%) Python
1 4 (80.00%) Scala
1 4 (80.00%) SQL
2 3 (60.00%) Java
2 3 (60.00%) R
3 2 (40.00%) Bash Shell
3 2 (40.00%) JavaScript
3 2 (40.00%) Perl
4 1 (20.00%) MATLAB
Qualifications
1 2 (40.00%) Degree
2 1 (20.00%) Master's Degree
2 1 (20.00%) Numerate Degree
2 1 (20.00%) PhD
System Software
1 2 (40.00%) HDFS
Systems Management
1 2 (40.00%) Ansible
1 2 (40.00%) Hadoop YARN
Vendors
1 2 (40.00%) Atlassian
1 2 (40.00%) Hortonworks
1 2 (40.00%) Tableau
2 1 (20.00%) Google
2 1 (20.00%) Microsoft
2 1 (20.00%) Oracle