The table below looks at the statistics for Python skills in IT jobs advertised for the Hammersmith region. Included is a guide to the salaries offered in IT jobs that have cited Python over the 3 months to 28 June 2016 with a comparison to the same period over the previous 2 years.

3 months to
28 Jun 2016
Same period 2015 Same period 2014
Python
Rank 13 29 20
Rank change year-on-year
+16 -9
Permanent jobs citing Python 8 2 11
As % of all permanent IT jobs located in Hammersmith 10.26% 2.22% 9.17%
As % of the Programming Languages category 16.33% 3.92% 15.28%
Number of salaries quoted 6 2 0
Median salary £50,000 £51,250 -
Median salary % change year-on-year
-2.43% -
UK excluding London median salary £45,000 £42,500 £40,000
% change year-on-year
+5.88% +6.25%
Python
London

The following table is for comparison with the above and provides statistics for the entire Programming Languages category in permanent jobs advertised in the Hammersmith region.

Programming Languages Category
Hammersmith
Permanent IT job ads with a match in the
Programming Languages category
49 51 72
As % of all permanent IT jobs located in Hammersmith 62.82% 56.67% 60.00%
Number of salaries quoted 44 49 43
Median salary £52,750 £55,000 £60,000
Median salary % change year-on-year
-4.09% -8.33%
UK excluding London median salary £41,000 £40,000 £40,000
% change year-on-year
+2.50% -

Python
Jobs Demand Trend in Hammersmith

The demand trend of job ads across the Hammersmith region citing Python as a proportion of all IT jobs with a match in the Programming Languages category.

Python Jobs Demand Trend in Hammersmith

Python
Salary Trend in Hammersmith

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Python across the Hammersmith region.

Python Salary Trend in Hammersmith

Python
Salary Histogram in Hammersmith

This chart provides a salary histogram for IT jobs citing Python across the Hammersmith region over the 3 months to 28 June 2016.

Python Salary Histogram in Hammersmith

Python
Top 30 Related IT Skills in Hammersmith

For the 6 months to 28 June 2016, IT jobs citing Python also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Hammersmith region with a requirement for Python.

1 7 (58.33%) Linux
1 7 (58.33%) Agile Software Development
2 4 (33.33%) TDD
2 4 (33.33%) Mathematics
2 4 (33.33%) Physics
2 4 (33.33%) Computer Science
2 4 (33.33%) C++
2 4 (33.33%) Java
2 4 (33.33%) BDD
3 3 (25.00%) Gherkin
3 3 (25.00%) Relational Database
3 3 (25.00%) Cucumber
3 3 (25.00%) DevOps
3 3 (25.00%) SQL
3 3 (25.00%) MySQL
3 3 (25.00%) C#
3 3 (25.00%) Validation
3 3 (25.00%) PostgreSQL
3 3 (25.00%) Test Scripting
4 2 (16.67%) Django
4 2 (16.67%) jQuery
4 2 (16.67%) VMware Infrastructure
4 2 (16.67%) Git (software)
4 2 (16.67%) Bash Shell
4 2 (16.67%) Selenium
4 2 (16.67%) Migration
4 2 (16.67%) VMware
4 2 (16.67%) C
4 2 (16.67%) Windows
4 2 (16.67%) Law

Python
Top Related IT Skills in Hammersmith 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 1 (8.33%) Elasticsearch
1 1 (8.33%) OpenStack
Cloud Services
1 2 (16.67%) Amazon AWS
2 1 (8.33%) GitHub
2 1 (8.33%) Google App Engine
2 1 (8.33%) Google Cloud Platform
2 1 (8.33%) Google Compute Engine
Communications & Networking
1 1 (8.33%) Ethernet
1 1 (8.33%) HTTPS
Database & Business Intelligence
1 3 (25.00%) MySQL
1 3 (25.00%) PostgreSQL
1 3 (25.00%) Relational Database
2 1 (8.33%) Big Data
2 1 (8.33%) BigQuery
2 1 (8.33%) Hadoop
2 1 (8.33%) MongoDB
2 1 (8.33%) NoSQL
2 1 (8.33%) RDBMS
2 1 (8.33%) Redis
Development Applications
1 3 (25.00%) Cucumber
2 2 (16.67%) Git (software)
2 2 (16.67%) Selenium
2 2 (16.67%) WebDriver
3 1 (8.33%) Bitbucket
3 1 (8.33%) Jenkins
General
1 2 (16.67%) Law
2 1 (8.33%) Games
2 1 (8.33%) Retail
Job Titles
1 7 (58.33%) Developer
2 6 (50.00%) Python Developer
3 2 (16.67%) Full Stack Developer
3 2 (16.67%) Lead Developer
4 1 (8.33%) Administrator
4 1 (8.33%) Cloud Developer
4 1 (8.33%) Developer in Test
4 1 (8.33%) Games Developer
4 1 (8.33%) Graduate Games Developer
4 1 (8.33%) Graduate Python Developer
4 1 (8.33%) Junior
4 1 (8.33%) Junior Linux Systems Administrator
4 1 (8.33%) Junior Systems Administrator
4 1 (8.33%) Linux Systems Administrator
4 1 (8.33%) Network Engineer
4 1 (8.33%) Platform Engineer
4 1 (8.33%) QA Engineer
4 1 (8.33%) Systems Administrator
4 1 (8.33%) Test Engineer
4 1 (8.33%) Tester
Libraries, Frameworks & Software Standards
1 3 (25.00%) Gherkin
2 2 (16.67%) Django
2 2 (16.67%) Flask
2 2 (16.67%) jQuery
2 2 (16.67%) REST
3 1 (8.33%) JSON
3 1 (8.33%) Laravel
3 1 (8.33%) Memcached
3 1 (8.33%) NumPy
3 1 (8.33%) Pandas
3 1 (8.33%) SciPy
3 1 (8.33%) SOAP
3 1 (8.33%) SQLAlchemy
3 1 (8.33%) Symfony
3 1 (8.33%) Zend Framework
Miscellaneous
1 4 (33.33%) Computer Science
1 4 (33.33%) Mathematics
1 4 (33.33%) Physics
2 1 (8.33%) Online Games
Operating Systems
1 7 (58.33%) Linux
2 2 (16.67%) Windows
3 1 (8.33%) Unix
Processes & Methodologies
1 7 (58.33%) Agile Software Development
2 4 (33.33%) BDD
2 4 (33.33%) TDD
3 3 (25.00%) DevOps
3 3 (25.00%) Test Scripting
3 3 (25.00%) Validation
4 2 (16.67%) Migration
4 2 (16.67%) OO
5 1 (8.33%) Configuration Management
5 1 (8.33%) Continuous Delivery
5 1 (8.33%) Continuous Integration
5 1 (8.33%) Cybersecurity
5 1 (8.33%) E-Commerce
5 1 (8.33%) Electronic Trading
5 1 (8.33%) Integration Testing
5 1 (8.33%) Scrum
5 1 (8.33%) SOA
5 1 (8.33%) Test Automation
5 1 (8.33%) Unit Testing
Programming Languages
1 4 (33.33%) C++
1 4 (33.33%) Java
2 3 (25.00%) C#
2 3 (25.00%) SQL
3 2 (16.67%) Bash Shell
3 2 (16.67%) C
3 2 (16.67%) JavaScript
4 1 (8.33%) Perl
4 1 (8.33%) PHP
4 1 (8.33%) Ruby
Qualifications
1 1 (8.33%) Degree
Quality Assurance & Compliance
1 1 (8.33%) QA
System Software
1 2 (16.67%) KVM
1 2 (16.67%) VMware Infrastructure
2 1 (8.33%) Docker
2 1 (8.33%) vSphere
Systems Management
1 2 (16.67%) Puppet
2 1 (8.33%) Ansible
2 1 (8.33%) Kubernetes
2 1 (8.33%) Nagios
2 1 (8.33%) Opscode Chef
Vendors
1 2 (16.67%) VMware
2 1 (8.33%) Google
2 1 (8.33%) Juniper
2 1 (8.33%) Rackspace
2 1 (8.33%) Zend