Period
to 15 October 2018

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 15 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.

Python
Tower Hamlets > Canary Wharf
6 months to
15 Oct 2018
Same period 2017 Same period 2016
Rank 7 16 29
Rank change year-on-year +9 +13 +8
Contract jobs citing Python 68 34 11
As % of all contract IT jobs advertised in Canary Wharf 20.06% 12.83% 3.74%
As % of the Programming Languages category 28.45% 23.94% 8.87%
Number of daily rates quoted 34 21 8
Canary Wharf median daily rate £500 £575 £425
Median daily rate % change year-on-year -13.04% +35.29% -15.00%
10th Percentile £408 £438 £316
90th Percentile £618 £650 £573
Tower Hamlets median daily rate £500 £575 £425
% change year-on-year -13.04% +35.29% -22.37%
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 239 142 124
As % of all contract IT jobs advertised in Canary Wharf 70.50% 53.58% 42.18%
Number of daily rates quoted 173 109 87
Canary Wharf median daily rate £513 £575 £445
Median daily rate % change year-on-year -10.87% +29.21% -11.00%
10th Percentile £385 £413 £313
90th Percentile £600 £678 £616
Tower Hamlets median daily rate £511 £575 £450
% change year-on-year -11.09% +27.78% -10.00%
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 15 October 2018.

Contractor daily rate histogram for Python in Canary Wharf

For the 6 months to 15 October 2018, IT contractor jobs citing Python 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 Python.

1 41 (60.29%) Hadoop
2 39 (57.35%) Amazon AWS
3 38 (55.88%) SQL
4 36 (52.94%) Finance
5 33 (48.53%) Big Data
6 31 (45.59%) Git (software)
7 28 (41.18%) Apache Spark
8 27 (39.71%) Agile Software Development
9 26 (38.24%) SQL Server
9 26 (38.24%) Java
10 25 (36.76%) Analytics
10 25 (36.76%) Data Science
11 23 (33.82%) NoSQL
11 23 (33.82%) Ansible
12 22 (32.35%) DevOps
12 22 (32.35%) Algorithms
13 20 (29.41%) Relational Database
14 19 (27.94%) Scala
15 18 (26.47%) Open Source
15 18 (26.47%) Microsoft Azure
15 18 (26.47%) Linux
16 17 (25.00%) Unix
16 17 (25.00%) RDBMS
16 17 (25.00%) Deep Learning
17 16 (23.53%) Continuous Integration
18 15 (22.06%) Perl
18 15 (22.06%) OpenCV
19 14 (20.59%) Test Automation
19 14 (20.59%) Oracle
19 14 (20.59%) ETL

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 28 (41.18%) Apache Spark
2 9 (13.24%) Elasticsearch
3 5 (7.35%) Apache Solr
3 5 (7.35%) Confluence
4 4 (5.88%) Ethereum
4 4 (5.88%) Hyperledger
4 4 (5.88%) SAS
5 3 (4.41%) SharePoint
6 2 (2.94%) Apache
6 2 (2.94%) Cloud Foundry
7 1 (1.47%) Apache Pig
7 1 (1.47%) nginx
7 1 (1.47%) Tomcat
7 1 (1.47%) WebLogic
Applications
1 7 (10.29%) Microsoft Excel
1 7 (10.29%) MS Visio
2 1 (1.47%) Chatbot
Business Applications
1 5 (7.35%) SAP Oil and Gas
Cloud Services
1 39 (57.35%) Amazon AWS
2 18 (26.47%) Microsoft Azure
3 10 (14.71%) Amazon S3
4 8 (11.76%) Amazon EC2
5 7 (10.29%) Virtual Private Cloud
6 4 (5.88%) Cloud Computing
7 2 (2.94%) Google Cloud Platform
8 1 (1.47%) Azure Data Factory
8 1 (1.47%) GitHub
8 1 (1.47%) IaaS
8 1 (1.47%) PaaS
8 1 (1.47%) Serverless
Communications & Networking
1 4 (5.88%) SSL
2 3 (4.41%) Kerberos
2 3 (4.41%) VPN
3 2 (2.94%) DNS
4 1 (1.47%) BIG-IP
4 1 (1.47%) DHCP
4 1 (1.47%) HTTP
4 1 (1.47%) Internet
4 1 (1.47%) Intranet
4 1 (1.47%) TCP/IP
Database & Business Intelligence
1 41 (60.29%) Hadoop
2 33 (48.53%) Big Data
3 26 (38.24%) SQL Server
4 23 (33.82%) NoSQL
5 20 (29.41%) Relational Database
6 17 (25.00%) RDBMS
7 12 (17.65%) Apache Hive
7 12 (17.65%) Power BI
8 9 (13.24%) HBase
8 9 (13.24%) Spotfire
9 8 (11.76%) Data Lake
10 7 (10.29%) Impala
10 7 (10.29%) MongoDB
10 7 (10.29%) Redis
10 7 (10.29%) Sqoop
11 6 (8.82%) HDInsight
11 6 (8.82%) MySQL
12 5 (7.35%) PostgreSQL
12 5 (7.35%) SAP BW
12 5 (7.35%) SAP HANA
Development Applications
1 31 (45.59%) Git (software)
2 14 (20.59%) Visual Studio Team System
3 12 (17.65%) Jenkins
4 5 (7.35%) Cucumber
4 5 (7.35%) JIRA
4 5 (7.35%) Selenium
5 3 (4.41%) FishEye
6 2 (2.94%) TeamCity
7 1 (1.47%) CF BOSH
7 1 (1.47%) Maven
General
1 36 (52.94%) Finance
2 4 (5.88%) Banking
3 3 (4.41%) Games
4 2 (2.94%) Front Office
5 1 (1.47%) Retail
Job Titles
1 14 (20.59%) Data Engineer
2 13 (19.12%) Big Data Engineer
2 13 (19.12%) Developer
2 13 (19.12%) DevOps Engineer
3 8 (11.76%) AWS DevOps
3 8 (11.76%) AWS DevOps Engineer
3 8 (11.76%) AWS Engineer
3 8 (11.76%) Hadoop Engineer
4 7 (10.29%) Platform Engineer
5 5 (7.35%) Analytics Consultant
5 5 (7.35%) Consultant
5 5 (7.35%) Data Scientist
5 5 (7.35%) Digital Transformation
6 4 (5.88%) Blockchain Developer
6 4 (5.88%) Python Developer
7 3 (4.41%) Big Data Consultant
7 3 (4.41%) Big Data Developer
7 3 (4.41%) Data Consultant
7 3 (4.41%) Hadoop Developer
7 3 (4.41%) Python Engineer
Libraries, Frameworks & Software Standards
1 15 (22.06%) OpenCV
2 12 (17.65%) React
2 12 (17.65%) Unity (Game Engine)
3 10 (14.71%) RESTful
4 7 (10.29%) Kafka
4 7 (10.29%) TensorFlow
5 5 (7.35%) Gherkin
6 4 (5.88%) AngularJS
6 4 (5.88%) Keras
6 4 (5.88%) Natural Language Processing
7 3 (4.41%) Caffe
7 3 (4.41%) HTML
7 3 (4.41%) HTML5
7 3 (4.41%) Play Framework
7 3 (4.41%) scikit-learn
7 3 (4.41%) SQLAlchemy
7 3 (4.41%) Vue.js
7 3 (4.41%) XML
8 2 (2.94%) LAMP
8 2 (2.94%) Web Services
Miscellaneous
1 22 (32.35%) Algorithms
2 12 (17.65%) HoloLens
3 8 (11.76%) Greenfield Project
4 7 (10.29%) Analytical Skills
4 7 (10.29%) Wiki
5 6 (8.82%) Linux Command Line
6 5 (7.35%) Computer Science
7 4 (5.88%) Bitcoin
8 3 (4.41%) Fintech
9 2 (2.94%) Self-Motivation
10 1 (1.47%) Data Centre
10 1 (1.47%) Hybrid Cloud
10 1 (1.47%) Private Cloud
10 1 (1.47%) User Experience
Operating Systems
1 18 (26.47%) Linux
2 17 (25.00%) Unix
3 8 (11.76%) Windows
4 2 (2.94%) Solaris
5 1 (1.47%) Red Hat Enterprise Linux
5 1 (1.47%) SUSE
5 1 (1.47%) SUSE Linux Enterprise Server
Processes & Methodologies
1 27 (39.71%) Agile Software Development
2 25 (36.76%) Analytics
2 25 (36.76%) Data Science
3 22 (32.35%) DevOps
4 18 (26.47%) Open Source
5 17 (25.00%) Deep Learning
6 16 (23.53%) Continuous Integration
7 14 (20.59%) Convolutional Neural Network
7 14 (20.59%) ETL
7 14 (20.59%) Test Automation
8 13 (19.12%) Machine Learning
8 13 (19.12%) Scrum
8 13 (19.12%) Technical Architecture
8 13 (19.12%) Visualisation
9 11 (16.18%) Computer Vision
9 11 (16.18%) Data Engineering
10 10 (14.71%) Data Analysis
11 9 (13.24%) Microservices
11 9 (13.24%) Problem-Solving
12 8 (11.76%) Build Automation
Programming Languages
1 38 (55.88%) SQL
2 26 (38.24%) Java
3 19 (27.94%) Scala
4 15 (22.06%) Perl
5 12 (17.65%) Bash Shell
6 10 (14.71%) JavaScript
7 9 (13.24%) Korn
7 9 (13.24%) Ruby
7 9 (13.24%) Shell Script
8 8 (11.76%) MATLAB
8 8 (11.76%) R
9 7 (10.29%) PowerShell
10 5 (7.35%) C
10 5 (7.35%) C++
11 3 (4.41%) C#
11 3 (4.41%) PHP
12 2 (2.94%) Go
13 1 (1.47%) ES6
13 1 (1.47%) Groovy
13 1 (1.47%) Java 8
Qualifications
1 8 (11.76%) Degree
2 3 (4.41%) Master's Degree
2 3 (4.41%) PhD
3 2 (2.94%) Computer Science Degree
4 1 (1.47%) AWS Certification
Quality Assurance & Compliance
1 1 (1.47%) GDPR
1 1 (1.47%) QA
System Software
1 12 (17.65%) Docker
1 12 (17.65%) HDFS
2 2 (2.94%) VMware Infrastructure
3 1 (1.47%) Apache Flume
3 1 (1.47%) LXC
3 1 (1.47%) Virtual Machines
3 1 (1.47%) VirtualBox
Systems Management
1 23 (33.82%) Ansible
2 12 (17.65%) Puppet
3 11 (16.18%) Hadoop YARN
3 11 (16.18%) Kubernetes
3 11 (16.18%) Opscode Chef
4 8 (11.76%) Terraform
5 3 (4.41%) Salt
6 1 (1.47%) CFEngine
6 1 (1.47%) Oozie
6 1 (1.47%) Oracle ZFS
Vendors
1 14 (20.59%) Oracle
2 8 (11.76%) Cloudera
2 8 (11.76%) Microsoft
3 7 (10.29%) Databricks
4 6 (8.82%) Alteryx
5 5 (7.35%) SAP
6 4 (5.88%) Google
6 4 (5.88%) Hortonworks
6 4 (5.88%) Tableau
7 3 (4.41%) Atlassian
7 3 (4.41%) Talend
8 2 (2.94%) VMware
9 1 (1.47%) Citrix
9 1 (1.47%) F5
9 1 (1.47%) Informatica
9 1 (1.47%) NetApp
9 1 (1.47%) Red Hat
9 1 (1.47%) Splunk
9 1 (1.47%) Sybase
9 1 (1.47%) Zend