Period
to 19 April 2019

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 19 April 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.

Python
Tower Hamlets > Canary Wharf
6 months to
19 Apr 2019
Same period 2018 Same period 2017
Rank 4 5 9
Rank change year-on-year +1 +4 +17
Contract jobs citing Python 105 55 41
As % of all contract IT jobs advertised in Canary Wharf 28.69% 18.77% 15.77%
As % of the Programming Languages category 40.86% 35.48% 32.54%
Number of daily rates quoted 94 42 33
Canary Wharf median daily rate £525 £550 £550
Median daily rate % change year-on-year -4.55% - +2.33%
10th Percentile £513 £463 £458
90th Percentile £650 £649 £650
Tower Hamlets median daily rate £525 £550 £550
% change year-on-year -4.55% - +2.33%
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 257 155 126
As % of all contract IT jobs advertised in Canary Wharf 70.22% 52.90% 48.46%
Number of daily rates quoted 228 119 101
Canary Wharf median daily rate £550 £550 £555
Median daily rate % change year-on-year - -0.90% +13.27%
10th Percentile £500 £413 £363
90th Percentile £650 £650 £650
Tower Hamlets median daily rate £550 £550 £573
% change year-on-year - -3.93% +14.50%
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 19 April 2019.

Contractor daily rate histogram for Python in Canary Wharf

For the 6 months to 19 April 2019, 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 88 (83.81%) Amazon AWS
2 73 (69.52%) Java
3 66 (62.86%) Machine Learning
4 59 (56.19%) Microservices
5 58 (55.24%) RESTful
6 54 (51.43%) Hadoop
7 40 (38.10%) SQL
8 39 (37.14%) NoSQL
9 38 (36.19%) MongoDB
10 37 (35.24%) Agile Software Development
10 37 (35.24%) TDD
10 37 (35.24%) DevOps
11 36 (34.29%) JavaScript
11 36 (34.29%) BDD
12 35 (33.33%) Banking
12 35 (33.33%) React
13 34 (32.38%) Apache Cassandra
13 34 (32.38%) Confluence
13 34 (32.38%) JIRA
14 33 (31.43%) Pandas
15 32 (30.48%) pytest
15 32 (30.48%) SDLC
15 32 (30.48%) Pylint
15 32 (30.48%) Elastic Stack
15 32 (30.48%) Redux
15 32 (30.48%) Task Automation
15 32 (30.48%) Sourcetree
15 32 (30.48%) Open Source
15 32 (30.48%) SaaS
15 32 (30.48%) Test Automation

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 34 (32.38%) Confluence
2 5 (4.76%) Elasticsearch
3 4 (3.81%) Apache
4 3 (2.86%) Apache Spark
4 3 (2.86%) Tomcat
5 2 (1.90%) Apache Solr
Business Applications
1 5 (4.76%) Distributed Ledger
Cloud Services
1 88 (83.81%) Amazon AWS
2 32 (30.48%) SaaS
3 25 (23.81%) Amazon EMR
4 3 (2.86%) Amazon EC2
5 2 (1.90%) Amazon S3
5 2 (1.90%) Google Cloud Platform
5 2 (1.90%) Microsoft Azure
Communications & Networking
1 2 (1.90%) Kerberos
1 2 (1.90%) SSL
1 2 (1.90%) VPN
2 1 (0.95%) Firewall
Database & Business Intelligence
1 54 (51.43%) Hadoop
2 39 (37.14%) NoSQL
3 38 (36.19%) MongoDB
4 34 (32.38%) Apache Cassandra
5 32 (30.48%) Big Data
6 27 (25.71%) Apache Hive
7 5 (4.76%) Text Mining
8 4 (3.81%) PostgreSQL
9 3 (2.86%) MySQL
9 3 (2.86%) OrientDB
9 3 (2.86%) Parquet
9 3 (2.86%) Triplestore
10 2 (1.90%) Amazon Redshift
10 2 (1.90%) Data Lake
10 2 (1.90%) Data Mining
10 2 (1.90%) Data Warehouse
10 2 (1.90%) HBase
10 2 (1.90%) Power BI
10 2 (1.90%) Relational Database
11 1 (0.95%) Oracle Database
Development Applications
1 34 (32.38%) JIRA
2 32 (30.48%) Bitbucket
2 32 (30.48%) Pylint
2 32 (30.48%) Sourcetree
3 4 (3.81%) Git (software)
4 2 (1.90%) Bitbucket Server
4 2 (1.90%) FishEye
4 2 (1.90%) Jenkins
5 1 (0.95%) SonarQube
General
1 35 (33.33%) Banking
2 10 (9.52%) Finance
3 2 (1.90%) Games
4 1 (0.95%) Financial Institution
4 1 (0.95%) Front Office
4 1 (0.95%) Investment Banking
4 1 (0.95%) Social Science
Job Titles
1 40 (38.10%) Developer
2 37 (35.24%) Python Developer
3 31 (29.52%) DevOps Engineer
4 26 (24.76%) AWS DevOps
4 26 (24.76%) AWS DevOps Engineer
4 26 (24.76%) AWS Engineer
4 26 (24.76%) Hadoop Engineer
5 25 (23.81%) Big Data Engineer
5 25 (23.81%) Data Engineer
5 25 (23.81%) Python Engineer
6 4 (3.81%) Data Modeller
6 4 (3.81%) Java Developer
7 3 (2.86%) Project Manager
7 3 (2.86%) Site Reliability Engineer
7 3 (2.86%) Technical Manager
7 3 (2.86%) Technical Project Manager
8 2 (1.90%) Banking Project Manager
8 2 (1.90%) Big Data Developer
9 1 (0.95%) Cloud Engineer
9 1 (0.95%) Ontologist
Libraries, Frameworks & Software Standards
1 58 (55.24%) RESTful
2 35 (33.33%) React
3 33 (31.43%) Pandas
4 32 (30.48%) Elastic Stack
4 32 (30.48%) pytest
4 32 (30.48%) Redux
4 32 (30.48%) Web Services
5 25 (23.81%) PySpark
6 8 (7.62%) Natural Language Processing
7 6 (5.71%) .NET
8 5 (4.76%) JSON
8 5 (4.76%) JSON-LD
9 4 (3.81%) Dropwizard
9 4 (3.81%) JAX-RS
9 4 (3.81%) REST
9 4 (3.81%) Spring
10 3 (2.86%) LAMP
11 2 (1.90%) HTML
11 2 (1.90%) Play Framework
11 2 (1.90%) XML
Miscellaneous
1 27 (25.71%) Analytical Skills
2 26 (24.76%) Greenfield Project
3 7 (6.67%) Fintech
4 3 (2.86%) Algorithms
5 2 (1.90%) Foreign Exchange (FX)
5 2 (1.90%) Mobile Banking
6 1 (0.95%) Credit Derivative
6 1 (0.95%) Credit Risk
6 1 (0.95%) Derivative
6 1 (0.95%) User Experience
Operating Systems
1 4 (3.81%) Linux
2 2 (1.90%) Unix
3 1 (0.95%) Windows
Processes & Methodologies
1 66 (62.86%) Machine Learning
2 59 (56.19%) Microservices
3 37 (35.24%) Agile Software Development
3 37 (35.24%) DevOps
3 37 (35.24%) TDD
4 36 (34.29%) BDD
5 32 (30.48%) Data Analysis
5 32 (30.48%) Open Source
5 32 (30.48%) SDLC
5 32 (30.48%) Task Automation
5 32 (30.48%) Test Automation
5 32 (30.48%) Web Development
6 30 (28.57%) Deep Learning
7 27 (25.71%) Statistical Modelling
8 26 (24.76%) Analytics
8 26 (24.76%) Predictive Analytics
9 25 (23.81%) Performance Optimisation
10 9 (8.57%) Data Science
11 8 (7.62%) Continuous Integration
12 6 (5.71%) Software Engineering
Programming Languages
1 73 (69.52%) Java
2 40 (38.10%) SQL
3 36 (34.29%) JavaScript
4 8 (7.62%) R
4 8 (7.62%) Ruby
5 7 (6.67%) Scala
6 5 (4.76%) SPARQL
7 4 (3.81%) Java 8
8 2 (1.90%) Bash Shell
8 2 (1.90%) Gremlin
8 2 (1.90%) Perl
9 1 (0.95%) C
9 1 (0.95%) C#
9 1 (0.95%) C++
9 1 (0.95%) Go
9 1 (0.95%) Groovy
9 1 (0.95%) XAML
Qualifications
1 31 (29.52%) Degree
2 25 (23.81%) Master's Degree
3 5 (4.76%) PhD
4 1 (0.95%) Numerate Degree
4 1 (0.95%) Security Cleared
Quality Assurance & Compliance
1 2 (1.90%) PMO
System Software
1 27 (25.71%) Docker
2 2 (1.90%) HDFS
Systems Management
1 30 (28.57%) Ansible
2 27 (25.71%) Kubernetes
2 27 (25.71%) Terraform
3 2 (1.90%) Hadoop YARN
4 1 (0.95%) Puppet
Vendors
1 32 (30.48%) Splunk
2 27 (25.71%) Hortonworks
3 25 (23.81%) Cloudera
4 2 (1.90%) Atlassian
4 2 (1.90%) Red Hat
4 2 (1.90%) Tableau
5 1 (0.95%) Google
5 1 (0.95%) Oracle
5 1 (0.95%) Tufin