Period
to 22 June 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 22 June 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
22 Jun 2018
Same period 2017 Same period 2016
Rank 5 9 22
Rank change year-on-year +4 +13 +10
Contract jobs citing Python 82 36 14
As % of all contract IT jobs advertised in Canary Wharf 24.77% 15.06% 5.67%
As % of the Programming Languages category 40.80% 31.58% 14.74%
Number of daily rates quoted 47 27 9
Canary Wharf median daily rate £550 £550 £475
Median daily rate % change year-on-year - +15.79% -9.52%
10th Percentile £485 £463 £352
90th Percentile £630 £660 £630
Tower Hamlets median daily rate £550 £550 £475
% change year-on-year - +15.79% -13.24%
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 201 114 95
As % of all contract IT jobs advertised in Canary Wharf 60.73% 47.70% 38.46%
Number of daily rates quoted 130 92 71
Canary Wharf median daily rate £525 £575 £478
Median daily rate % change year-on-year -8.70% +20.42% -4.50%
10th Percentile £411 £363 £340
90th Percentile £638 £675 £675
Tower Hamlets median daily rate £525 £575 £478
% change year-on-year -8.70% +20.42% -4.50%
Number of hourly rates quoted 0 0 1
Canary Wharf median hourly rate - - £26.00
Tower Hamlets median hourly rate - - £26.00

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 22 June 2018.

Contractor daily rate histogram for Python in Canary Wharf

For the 6 months to 22 June 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 61 (74.39%) Finance
2 54 (65.85%) SQL
3 48 (58.54%) Amazon AWS
4 42 (51.22%) Git (software)
5 40 (48.78%) Hadoop
6 37 (45.12%) Analytics
6 37 (45.12%) Apache Spark
6 37 (45.12%) Data Science
7 36 (43.90%) Algorithms
7 36 (43.90%) Big Data
8 35 (42.68%) NoSQL
9 31 (37.80%) Linux
10 29 (35.37%) Java
11 28 (34.15%) SQL Server
11 28 (34.15%) Agile Software Development
12 26 (31.71%) Perl
13 25 (30.49%) Scala
13 25 (30.49%) Machine Learning
14 22 (26.83%) Relational Database
14 22 (26.83%) Open Source
15 20 (24.39%) ETL
15 20 (24.39%) Technical Architecture
15 20 (24.39%) Deep Learning
15 20 (24.39%) OpenCV
15 20 (24.39%) Computer Vision
16 19 (23.17%) Ansible
16 19 (23.17%) DevOps
16 19 (23.17%) Microsoft Azure
16 19 (23.17%) Visual Studio Team System
16 19 (23.17%) Degree

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 37 (45.12%) Apache Spark
2 10 (12.20%) Ethereum
2 10 (12.20%) Hyperledger
3 9 (10.98%) Elasticsearch
4 8 (9.76%) Apache Solr
4 8 (9.76%) Confluence
5 6 (7.32%) Apache
5 6 (7.32%) SAS
6 5 (6.10%) SharePoint
7 4 (4.88%) WebLogic
8 3 (3.66%) Apache Pig
8 3 (3.66%) JBoss
8 3 (3.66%) Tomcat
9 1 (1.22%) Cloud Foundry
Applications
1 7 (8.54%) Microsoft Excel
2 6 (7.32%) MS Visio
3 5 (6.10%) Chatbot
Business Applications
1 5 (6.10%) SAP Oil and Gas
2 2 (2.44%) Summit
Cloud Services
1 48 (58.54%) Amazon AWS
2 19 (23.17%) Microsoft Azure
3 12 (14.63%) Amazon S3
4 10 (12.20%) Cloud Computing
5 7 (8.54%) Amazon EC2
6 6 (7.32%) Virtual Private Cloud
7 4 (4.88%) GitHub
8 2 (2.44%) Google Cloud Platform
9 1 (1.22%) Amazon EMR
9 1 (1.22%) IaaS
9 1 (1.22%) PaaS
Communications & Networking
1 5 (6.10%) Kerberos
1 5 (6.10%) SSL
1 5 (6.10%) VPN
2 3 (3.66%) tcpdump
2 3 (3.66%) Wireshark
3 1 (1.22%) DHCP
3 1 (1.22%) DNS
3 1 (1.22%) Firewall
Database & Business Intelligence
1 40 (48.78%) Hadoop
2 36 (43.90%) Big Data
3 35 (42.68%) NoSQL
4 28 (34.15%) SQL Server
5 22 (26.83%) Relational Database
6 16 (19.51%) RDBMS
7 15 (18.29%) Apache Hive
8 12 (14.63%) HBase
9 11 (13.41%) Blockchain
10 10 (12.20%) Data Lake
10 10 (12.20%) Power BI
11 9 (10.98%) Apache Cassandra
11 9 (10.98%) Data Warehouse
11 9 (10.98%) PostgreSQL
12 8 (9.76%) Impala
12 8 (9.76%) MongoDB
13 7 (8.54%) Amazon Redshift
13 7 (8.54%) Data Mining
13 7 (8.54%) Redis
14 6 (7.32%) MySQL
Development Applications
1 42 (51.22%) Git (software)
2 19 (23.17%) Visual Studio Team System
3 17 (20.73%) Jenkins
4 9 (10.98%) JIRA
5 6 (7.32%) Selenium
6 5 (6.10%) Cucumber
6 5 (6.10%) FishEye
7 4 (4.88%) Visual Studio
8 3 (3.66%) Subversion
8 3 (3.66%) TeamCity
8 3 (3.66%) Vagrant
9 1 (1.22%) GitLab
9 1 (1.22%) Maven
9 1 (1.22%) VSS/SourceSafe
General
1 61 (74.39%) Finance
2 8 (9.76%) Games
3 5 (6.10%) Banking
4 4 (4.88%) Retail
5 2 (2.44%) Marketing
6 1 (1.22%) Investment Banking
6 1 (1.22%) Retail Banking
6 1 (1.22%) Wholesale Banking
Job Titles
1 21 (25.61%) Developer
2 18 (21.95%) Data Engineer
3 15 (18.29%) Big Data Engineer
4 10 (12.20%) Blockchain Developer
5 8 (9.76%) Data Scientist
6 7 (8.54%) DevOps Engineer
7 6 (7.32%) Big Data Developer
7 6 (7.32%) Hadoop Developer
7 6 (7.32%) Platform Engineer
8 5 (6.10%) Computer Scientist
8 5 (6.10%) Computer Vision Scientist
8 5 (6.10%) Consultant
8 5 (6.10%) Digital Transformation
9 4 (4.88%) Analytics Consultant
10 3 (3.66%) Data Analytics Engineer
10 3 (3.66%) Data Consultant
11 2 (2.44%) Big Data Consultant
11 2 (2.44%) Python Developer
11 2 (2.44%) SAP Consultant
11 2 (2.44%) Scrum Master
Libraries, Frameworks & Software Standards
1 20 (24.39%) OpenCV
2 14 (17.07%) Unity (Game Engine)
3 12 (14.63%) TensorFlow
4 11 (13.41%) Natural Language Processing
4 11 (13.41%) React
5 10 (12.20%) Kafka
6 6 (7.32%) HTML
6 6 (7.32%) HTML5
6 6 (7.32%) Keras
6 6 (7.32%) Play Framework
6 6 (7.32%) XML
7 5 (6.10%) Gherkin
7 5 (6.10%) GraphX
8 3 (3.66%) RESTful
9 2 (2.44%) .NET
9 2 (2.44%) AngularJS
9 2 (2.44%) Lucene
9 2 (2.44%) Spring
9 2 (2.44%) Theano
9 2 (2.44%) Velocity
Miscellaneous
1 36 (43.90%) Algorithms
2 14 (17.07%) Analytical Skills
2 14 (17.07%) HoloLens
3 10 (12.20%) Bitcoin
3 10 (12.20%) Computer Science
4 6 (7.32%) Fintech
4 6 (7.32%) Wiki
5 5 (6.10%) Linux Command Line
6 3 (3.66%) Enterprise Software
7 1 (1.22%) Clustering
7 1 (1.22%) Management Information System
7 1 (1.22%) Private Cloud
7 1 (1.22%) Replication
7 1 (1.22%) Self-Motivation
7 1 (1.22%) VWAP
Operating Systems
1 31 (37.80%) Linux
2 18 (21.95%) Unix
3 10 (12.20%) Windows
4 5 (6.10%) Red Hat Enterprise Linux
5 1 (1.22%) CentOS
5 1 (1.22%) Solaris
Processes & Methodologies
1 37 (45.12%) Analytics
1 37 (45.12%) Data Science
2 28 (34.15%) Agile Software Development
3 25 (30.49%) Machine Learning
4 22 (26.83%) Open Source
5 20 (24.39%) Computer Vision
5 20 (24.39%) Deep Learning
5 20 (24.39%) ETL
5 20 (24.39%) Technical Architecture
6 19 (23.17%) DevOps
7 18 (21.95%) Continuous Integration
8 17 (20.73%) Scrum
9 16 (19.51%) Data Engineering
10 15 (18.29%) Convolutional Neural Network
10 15 (18.29%) Problem-Solving
10 15 (18.29%) Use Case
11 14 (17.07%) Data Analysis
11 14 (17.07%) Mathematics
11 14 (17.07%) Test Automation
12 13 (15.85%) Visualisation
Programming Languages
1 54 (65.85%) SQL
2 29 (35.37%) Java
3 26 (31.71%) Perl
4 25 (30.49%) Scala
5 18 (21.95%) C++
6 17 (20.73%) JavaScript
7 16 (19.51%) Bash Shell
7 16 (19.51%) R
8 15 (18.29%) Ruby
9 14 (17.07%) C
10 7 (8.54%) Korn
11 6 (7.32%) MATLAB
11 6 (7.32%) PowerShell
11 6 (7.32%) Shell Script
12 4 (4.88%) Go
13 3 (3.66%) C#
13 3 (3.66%) Jython
14 1 (1.22%) Groovy
14 1 (1.22%) PHP
14 1 (1.22%) VBA
Qualifications
1 19 (23.17%) Degree
2 7 (8.54%) Master's Degree
3 6 (7.32%) Computer Science Degree
4 5 (6.10%) PhD
5 1 (1.22%) AWS Certification
5 1 (1.22%) Numerate Degree
5 1 (1.22%) Postgraduate
5 1 (1.22%) Security Cleared
Quality Assurance & Compliance
1 3 (3.66%) GDPR
1 3 (3.66%) QA
2 2 (2.44%) GCP
3 1 (1.22%) Data Quality
System Software
1 13 (15.85%) HDFS
2 8 (9.76%) Docker
3 3 (3.66%) Apache Flume
4 1 (1.22%) Apache ZooKeeper
4 1 (1.22%) VMware Infrastructure
Systems Management
1 19 (23.17%) Ansible
2 12 (14.63%) Hadoop YARN
3 11 (13.41%) Opscode Chef
3 11 (13.41%) Puppet
4 4 (4.88%) Salt
5 2 (2.44%) Kubernetes
6 1 (1.22%) ITRS Geneos
6 1 (1.22%) logstash
6 1 (1.22%) Nagios
6 1 (1.22%) Oozie
6 1 (1.22%) Oracle ZFS
6 1 (1.22%) Terraform
Vendors
1 15 (18.29%) Oracle
2 13 (15.85%) Microsoft
3 8 (9.76%) Tableau
4 7 (8.54%) Cloudera
5 6 (7.32%) Alteryx
5 6 (7.32%) Google
6 5 (6.10%) Atlassian
6 5 (6.10%) Hortonworks
6 5 (6.10%) SAP
6 5 (6.10%) Talend
7 4 (4.88%) Databricks
8 2 (2.44%) Red Hat
8 2 (2.44%) Sybase
9 1 (1.22%) Cognos
9 1 (1.22%) IBM
9 1 (1.22%) Informatica
9 1 (1.22%) Salesforce.com
9 1 (1.22%) SaltStack
9 1 (1.22%) ServiceNow
9 1 (1.22%) VMware