Period
to 23 November 2017

The following table provides summary statistics for contract job vacancies advertised in Canary Wharf with a requirement for Python skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Python over the 6 months to 23 November 2017 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.

Python
Tower Hamlets > Canary Wharf
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 14 26 38
Rank change year-on-year +12 +12 -7
Contract jobs citing Python 34 15 10
As % of all contract IT jobs advertised in Canary Wharf 11.93% 4.81% 2.69%
As % of the Programming Languages category 22.52% 10.42% 6.13%
Number of daily rates quoted 22 13 4
Canary Wharf median daily rate £600 £500 £500
Median daily rate % change year-on-year +20.00% - -9.09%
10th Percentile £439 £403 £470
90th Percentile £729 £598 £661
Tower Hamlets median daily rate £600 £500 £500
% change year-on-year +20.00% - -9.09%
Number of hourly rates quoted 0 0 0
Canary Wharf median hourly rate - - -
Tower Hamlets median hourly rate - - -

Python is in the Programming Languages 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 coding skills.

All Programming Languages
Canary Wharf
Contract vacancies with a requirement for coding skills 151 144 163
As % of all contract IT jobs advertised in Canary Wharf 52.98% 46.15% 43.82%
Number of daily rates quoted 121 108 105
Canary Wharf median daily rate £570 £450 £500
Median daily rate % change year-on-year +26.67% -10.00% +11.11%
10th Percentile £390 £313 £358
90th Percentile £700 £625 £600
Tower Hamlets median daily rate £566 £450 £500
% change year-on-year +25.83% -10.00% +11.11%
Number of hourly rates quoted 0 0 0
Canary Wharf median hourly rate - - -
Tower Hamlets median hourly rate - - -

Python
Job Vacancy Trend in Canary Wharf

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

Job vacancy trend for Python in Canary Wharf

Python
Contractor Daily Rate Trend in Canary Wharf

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

Contractor daily rate trend for Python in Canary Wharf

Python
Contractor Daily Rate Histogram in Canary Wharf

The daily rate distribution of IT jobs citing Python in Canary Wharf over the 6 months to 23 November 2017.

Contractor daily rate histogram for Python in Canary Wharf

For the 6 months to 23 November 2017, IT contractor jobs citing Python also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the Canary Wharf region with a requirement for Python.

1 28 (82.35%) Finance
2 27 (79.41%) Linux
3 22 (64.71%) Java
4 21 (61.76%) Open Source
5 18 (52.94%) Apache Spark
5 18 (52.94%) JavaScript
5 18 (52.94%) C#
6 17 (50.00%) Perl
6 17 (50.00%) Natural Language Processing
6 17 (50.00%) Machine Learning
7 14 (41.18%) Unix
7 14 (41.18%) Amazon AWS
8 13 (38.24%) Red Hat Enterprise Linux
9 12 (35.29%) Scrum
9 12 (35.29%) SQL
9 12 (35.29%) R
10 11 (32.35%) REST
10 11 (32.35%) DevOps
10 11 (32.35%) Apache Pig
10 11 (32.35%) Elasticsearch
10 11 (32.35%) Microsoft Azure
10 11 (32.35%) Apache Solr
10 11 (32.35%) Agile Software Development
10 11 (32.35%) Data Analysis
11 10 (29.41%) Retail
11 10 (29.41%) Lucene
11 10 (29.41%) Hadoop
11 10 (29.41%) Visualisation
11 10 (29.41%) Django
11 10 (29.41%) Continuous Integration

Python
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 18 (52.94%) Apache Spark
2 11 (32.35%) Apache Pig
2 11 (32.35%) Apache Solr
2 11 (32.35%) Elasticsearch
3 10 (29.41%) Apache
4 2 (5.88%) Tomcat
5 1 (2.94%) Confluence
5 1 (2.94%) IBM Domino
5 1 (2.94%) JBoss
5 1 (2.94%) Jupyter
5 1 (2.94%) MQSeries
5 1 (2.94%) Oracle Workflow
5 1 (2.94%) SharePoint
5 1 (2.94%) WebSphere
Applications
1 9 (26.47%) Chatbot
Business Applications
1 1 (2.94%) Summit
Cloud Services
1 14 (41.18%) Amazon AWS
2 11 (32.35%) Microsoft Azure
3 9 (26.47%) Amazon EC2
3 9 (26.47%) Dialogflow
4 2 (5.88%) SaaS
5 1 (2.94%) Amazon S3
5 1 (2.94%) IaaS
5 1 (2.94%) Office 365
Communications & Networking
1 3 (8.82%) Cisco IOS
1 3 (8.82%) Ethernet
1 3 (8.82%) Intranet
1 3 (8.82%) NX-OS
2 1 (2.94%) DHCP
2 1 (2.94%) DNS
2 1 (2.94%) Internet
2 1 (2.94%) LDAP
2 1 (2.94%) S/MIME
Database & Business Intelligence
1 10 (29.41%) Hadoop
2 9 (26.47%) Apache Cassandra
2 9 (26.47%) Apache Hive
2 9 (26.47%) Big Data
2 9 (26.47%) Data Warehouse
2 9 (26.47%) Impala
2 9 (26.47%) MarkLogic
2 9 (26.47%) MongoDB
2 9 (26.47%) NoSQL
2 9 (26.47%) Relational Database
2 9 (26.47%) Riak
3 8 (23.53%) Blockchain
3 8 (23.53%) Data Mining
4 1 (2.94%) DataStax
4 1 (2.94%) EDRMS
4 1 (2.94%) MySQL
4 1 (2.94%) RDBMS
4 1 (2.94%) SQL Server
4 1 (2.94%) Sybase ASE
Development Applications
1 3 (8.82%) Git (software)
1 3 (8.82%) Jenkins
2 2 (5.88%) JIRA
2 2 (5.88%) Sonatype Nexus
2 2 (5.88%) Visual Studio
3 1 (2.94%) Ant
3 1 (2.94%) Gradle
3 1 (2.94%) IntelliJ
3 1 (2.94%) Visual Studio Team System
General
1 28 (82.35%) Finance
2 10 (29.41%) Retail
3 9 (26.47%) Banking
3 9 (26.47%) Games
4 6 (17.65%) Investment Banking
5 2 (5.88%) Front Office
6 1 (2.94%) Legal
Job Titles
1 13 (38.24%) Developer
2 9 (26.47%) Big Data Developer
3 5 (14.71%) Analyst
4 4 (11.76%) Innovation Manager
5 3 (8.82%) Business Analyst
5 3 (8.82%) Linux Engineer
5 3 (8.82%) Product Manager
5 3 (8.82%) Project Manager
6 2 (5.88%) Cloud Engineer
6 2 (5.88%) Data Analyst
6 2 (5.88%) DevOps Engineer
6 2 (5.88%) Digital Analyst
6 2 (5.88%) Digital Business Analyst
6 2 (5.88%) Java Developer
6 2 (5.88%) Python Developer
6 2 (5.88%) SaaS Analyst
6 2 (5.88%) Security Analyst
7 1 (2.94%) Grid Engineer
7 1 (2.94%) Investment Banking Java Developer
7 1 (2.94%) Linux Developer
Libraries, Frameworks & Software Standards
1 17 (50.00%) Natural Language Processing
2 11 (32.35%) REST
3 10 (29.41%) Django
3 10 (29.41%) JMS
3 10 (29.41%) Lucene
3 10 (29.41%) TensorFlow
4 9 (26.47%) Hibernate
4 9 (26.47%) Kafka
4 9 (26.47%) MXNet
4 9 (26.47%) Spring
4 9 (26.47%) Theano
4 9 (26.47%) XML
5 8 (23.53%) Play Framework
6 1 (2.94%) ActiveMQ
6 1 (2.94%) ASP.NET Web API
6 1 (2.94%) Elastic Stack
6 1 (2.94%) Flask
6 1 (2.94%) Gherkin
6 1 (2.94%) HTML5
6 1 (2.94%) RabbitMQ
Miscellaneous
1 9 (26.47%) Analytical Skills
1 9 (26.47%) Replication
2 8 (23.53%) Algorithms
2 8 (23.53%) Fintech
3 3 (8.82%) Public Cloud
4 2 (5.88%) Security Operations Centre
4 2 (5.88%) Shadow IT
5 1 (2.94%) Derivative
5 1 (2.94%) Distributed Denial-of-Service
5 1 (2.94%) Equities
5 1 (2.94%) Fixed Income
5 1 (2.94%) Virtual Team
Operating Systems
1 27 (79.41%) Linux
2 14 (41.18%) Unix
3 13 (38.24%) Red Hat Enterprise Linux
4 8 (23.53%) CentOS
5 2 (5.88%) Windows
6 1 (2.94%) Apple iOS
6 1 (2.94%) Solaris
Processes & Methodologies
1 21 (61.76%) Open Source
2 17 (50.00%) Machine Learning
3 12 (35.29%) Scrum
4 11 (32.35%) Agile Software Development
4 11 (32.35%) Data Analysis
4 11 (32.35%) DevOps
5 10 (29.41%) Continuous Integration
5 10 (29.41%) User Stories
5 10 (29.41%) Visualisation
6 9 (26.47%) Analytics
6 9 (26.47%) Artificial Intelligence
6 9 (26.47%) MapReduce
6 9 (26.47%) Neural Network
6 9 (26.47%) Statistical Modelling
7 8 (23.53%) Data Visualisation
7 8 (23.53%) Disruptive Innovation
7 8 (23.53%) Information Retrieval
7 8 (23.53%) Mathematical Modelling
7 8 (23.53%) Mathematics
7 8 (23.53%) Software Engineering
Programming Languages
1 22 (64.71%) Java
2 18 (52.94%) C#
2 18 (52.94%) JavaScript
3 17 (50.00%) Perl
4 12 (35.29%) R
4 12 (35.29%) SQL
5 10 (29.41%) Bash Shell
6 9 (26.47%) Scala
7 2 (5.88%) Ruby
7 2 (5.88%) Shell Script
8 1 (2.94%) C++
8 1 (2.94%) Korn
8 1 (2.94%) PowerShell
8 1 (2.94%) T-SQL
Qualifications
1 6 (17.65%) PMP
2 3 (8.82%) Degree
3 1 (2.94%) AWS Certification
3 1 (2.94%) CISA
3 1 (2.94%) CISM
3 1 (2.94%) CISSP
3 1 (2.94%) SC Cleared
3 1 (2.94%) Security Cleared
Quality Assurance & Compliance
1 2 (5.88%) Data Quality
1 2 (5.88%) QA
System Software
1 3 (8.82%) GPFS
1 3 (8.82%) LXC
2 2 (5.88%) Docker
3 1 (2.94%) Active Directory
3 1 (2.94%) Apache Flume
3 1 (2.94%) NFS
Systems Management
1 9 (26.47%) Hadoop YARN
2 6 (17.65%) Opscode Chef
3 4 (11.76%) Puppet
4 3 (8.82%) ZABBIX
5 1 (2.94%) FTK
5 1 (2.94%) Kibana
5 1 (2.94%) logstash
Vendors
1 4 (11.76%) Red Hat
2 3 (8.82%) Cisco
2 3 (8.82%) Google
2 3 (8.82%) Microsoft
2 3 (8.82%) SevOne
2 3 (8.82%) Splunk
3 2 (5.88%) ServiceNow
3 2 (5.88%) Sybase
3 2 (5.88%) Tableau
4 1 (2.94%) Alteryx
4 1 (2.94%) Cloudera
4 1 (2.94%) Databricks
4 1 (2.94%) GigaSpaces
4 1 (2.94%) Nuix
4 1 (2.94%) Oracle
4 1 (2.94%) Perforce
4 1 (2.94%) SAP
4 1 (2.94%) Sencha