The following table provides summary statistics for permanent job vacancies advertised in Hammersmith with a requirement for Python skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Python over the 3 months to 23 June 2017 with a comparison to the same period in the previous 2 years.

Python
London / Hammersmith
3 months to
23 Jun 2017
Same period 2016 Same period 2015
Rank 39 12 29
Rank change year-on-year -27 +17  
Permanent jobs citing Python 4 8 2
As % of all permanent IT jobs advertised in Hammersmith 1.92% 9.52% 2.22%
As % of the Programming Languages category 2.72% 16.00% 4.08%
Number of salaries quoted 3 6 2
Median salary £45,000 £50,000 £49,250
Median salary % change year-on-year -10.00% +1.52%  
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year - +5.88%  

Python is in the programming language skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Hammersmith with a requirement for programming language skills.

Programming Language Skills
Hammersmith
Permanent job vacancies with a requirement for programming language skills 147 50 49
As % of all permanent IT job vacancies advertised in Hammersmith 70.67% 59.52% 54.44%
Number of salaries quoted 127 44 47
Median salary £60,000 £52,750 £55,000
Median salary % change year-on-year +13.74% -4.09%  
90% offered a salary of more than £45,000 £44,000 £36,250
10% offered a salary of more than £70,000 £60,000 £60,000
UK excluding London median salary £42,500 £41,000 £40,000
% change year-on-year +3.65% +2.50%  

Python
Job Vacancy Trend in Hammersmith

The job posting trend of jobs advertised in Hammersmith citing Python as a proportion of all permanent or contract IT jobs with a match in the Programming Languages category.

Job vacancy trend for Python in Hammersmith

Python
Salary Trend in Hammersmith

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

Salary trend for Python in Hammersmith

Python
Salary Histogram in Hammersmith

The salary distribution of IT jobs citing Python in Hammersmith over the 3 months to 23 June 2017.

Salary histogram for Python in Hammersmith

For the 6 months to 23 June 2017, 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 6 (66.67%) .NET
1 6 (66.67%) SSL
1 6 (66.67%) Amazon AWS
1 6 (66.67%) DevOps
2 5 (55.56%) Agile Software Development
3 4 (44.44%) Firewall
3 4 (44.44%) Microsoft
3 4 (44.44%) Active Directory
3 4 (44.44%) MSMQ
3 4 (44.44%) IIS
3 4 (44.44%) Visual Studio
3 4 (44.44%) Windows
3 4 (44.44%) PHP
3 4 (44.44%) High Availability
3 4 (44.44%) Splunk
3 4 (44.44%) NServiceBus
3 4 (44.44%) Confluence
3 4 (44.44%) Continuous Integration
3 4 (44.44%) Scrum
3 4 (44.44%) JIRA
3 4 (44.44%) Release Management
3 4 (44.44%) PowerShell
3 4 (44.44%) Continuous Delivery
3 4 (44.44%) Ansible
3 4 (44.44%) Amazon CloudWatch
4 3 (33.33%) Front End Development
4 3 (33.33%) Open Source
4 3 (33.33%) Backbone.js
4 3 (33.33%) MongoDB
4 3 (33.33%) AngularJS

Python
Co-occurring 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 4 (44.44%) Confluence
1 4 (44.44%) IIS
1 4 (44.44%) NServiceBus
2 2 (22.22%) CMS
3 1 (11.11%) Apache Solr
Cloud Services
1 6 (66.67%) Amazon AWS
2 4 (44.44%) Amazon CloudWatch
3 2 (22.22%) Google App Engine
3 2 (22.22%) Google Cloud Platform
Communications & Networking
1 6 (66.67%) SSL
2 4 (44.44%) Firewall
3 2 (22.22%) VPN
Database & Business Intelligence
1 3 (33.33%) MongoDB
2 2 (22.22%) Big Data
2 2 (22.22%) NoSQL
2 2 (22.22%) SQL Server
3 1 (11.11%) MySQL
Development Applications
1 4 (44.44%) JIRA
1 4 (44.44%) Visual Studio
2 2 (22.22%) Wing IDE
General
1 2 (22.22%) Advertising
1 2 (22.22%) Finance
Job Titles
1 6 (66.67%) DevOps Engineer
1 6 (66.67%) Junior
1 6 (66.67%) Junior DevOps
1 6 (66.67%) Junior DevOps Engineer
2 4 (44.44%) Junior Support Engineer
2 4 (44.44%) Support Engineer
3 3 (33.33%) Developer
4 2 (22.22%) Python Developer
5 1 (11.11%) Front End Developer (Client-Side Developer)
5 1 (11.11%) JavaScript Developer
5 1 (11.11%) JavaScript Engineer
5 1 (11.11%) Lead Developer
5 1 (11.11%) Senior Developer
5 1 (11.11%) Senior Front-End Developer
5 1 (11.11%) Senior JavaScript Developer
Libraries, Frameworks & Software Standards
1 6 (66.67%) .NET
2 4 (44.44%) MSMQ
3 3 (33.33%) AngularJS
3 3 (33.33%) Backbone.js
4 2 (22.22%) Google Maps API
4 2 (22.22%) JSON
5 1 (11.11%) CSS
5 1 (11.11%) CSS3
5 1 (11.11%) Django
5 1 (11.11%) HTML
5 1 (11.11%) HTML5
5 1 (11.11%) Hystrix
5 1 (11.11%) LESS
5 1 (11.11%) React
5 1 (11.11%) Redux
5 1 (11.11%) RxJava
5 1 (11.11%) Sass
5 1 (11.11%) Spring
5 1 (11.11%) Spring Boot
5 1 (11.11%) Twitter Bootstrap
Miscellaneous
1 2 (22.22%) Smartphone
1 2 (22.22%) Social Media
Operating Systems
1 4 (44.44%) Windows
2 2 (22.22%) Linux
Processes & Methodologies
1 6 (66.67%) DevOps
2 5 (55.56%) Agile Software Development
3 4 (44.44%) Continuous Delivery
3 4 (44.44%) Continuous Integration
3 4 (44.44%) High Availability
3 4 (44.44%) Release Management
3 4 (44.44%) Scrum
4 3 (33.33%) Front End Development
4 3 (33.33%) Open Source
5 2 (22.22%) Analytics
5 2 (22.22%) Build Automation
5 2 (22.22%) Business Development
5 2 (22.22%) Mentoring
5 2 (22.22%) Multithreading
5 2 (22.22%) MVC
6 1 (11.11%) Responsive Web Design
Programming Languages
1 4 (44.44%) PHP
1 4 (44.44%) PowerShell
2 3 (33.33%) JavaScript
3 2 (22.22%) Bash Shell
3 2 (22.22%) SQL
4 1 (11.11%) Java
System Software
1 4 (44.44%) Active Directory
Systems Management
1 4 (44.44%) Ansible
2 1 (11.11%) Grafana
2 1 (11.11%) Kibana
2 1 (11.11%) logstash
2 1 (11.11%) StatsD
Vendors
1 4 (44.44%) Microsoft
1 4 (44.44%) Splunk
2 2 (22.22%) Facebook
2 2 (22.22%) Google
2 2 (22.22%) PayPal
3 1 (11.11%) New Relic