Period
to 18 November 2017

The following table provides summary statistics for contract job vacancies advertised in Hammersmith 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 18 November 2017 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
West London > Hammersmith
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 14 14 16
Rank change year-on-year 0 +2 -3
Contract jobs citing Python 6 3 10
As % of all contract IT jobs advertised in Hammersmith 6.98% 4.35% 9.90%
As % of the Programming Languages category 17.65% 16.67% 21.74%
Number of daily rates quoted 5 2 10
Hammersmith median daily rate £425 £475 £388
Median daily rate % change year-on-year -10.53% +22.58% +4.17%
10th Percentile £398 £463 £328
90th Percentile £511 £488 £588
West London median daily rate £503 £425 £388
% change year-on-year +18.24% +9.68% -13.41%
Number of hourly rates quoted 0 0 0
Hammersmith median hourly rate - - -
West London median hourly rate - £41.25 -

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 Hammersmith with a requirement for coding skills.

All Programming Languages
Hammersmith
Contract vacancies with a requirement for coding skills 34 18 46
As % of all contract IT jobs advertised in Hammersmith 39.53% 26.09% 45.54%
Number of daily rates quoted 30 13 36
Hammersmith median daily rate £450 £425 £371
Median daily rate % change year-on-year +5.88% +14.48% -1.00%
10th Percentile £353 £370 £311
90th Percentile £586 £488 £513
West London median daily rate £475 £413 £375
% change year-on-year +15.15% +10.00% -6.25%
Number of hourly rates quoted 1 2 1
Hammersmith median hourly rate £24.87 £42.00 £43.00
Median hourly rate % change year-on-year -40.79% -2.33% -
West London median hourly rate £42.50 £27.50 £37.50
% change year-on-year +54.55% -26.67% +4.17%

Python
Job Vacancy Trend in Hammersmith

Job postings citing Python as a percentage of all IT jobs advertised in Hammersmith.

Job vacancy trend for Python in Hammersmith

Python
Contractor Daily Rate Trend in Hammersmith

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Python in Hammersmith.

Contractor daily rate trend for Python in Hammersmith

For the 6 months to 18 November 2017, IT contractor jobs citing Python also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the Hammersmith region with a requirement for Python.

1 4 (66.67%) Linux
1 4 (66.67%) Red Hat
1 4 (66.67%) CentOS
1 4 (66.67%) PostgreSQL
2 3 (50.00%) Redis
2 3 (50.00%) HTML
2 3 (50.00%) Oracle
2 3 (50.00%) CSS
3 2 (33.33%) SOAP
3 2 (33.33%) XML
3 2 (33.33%) XSL
3 2 (33.33%) Unix
3 2 (33.33%) PHP
3 2 (33.33%) SQL
3 2 (33.33%) Apache
3 2 (33.33%) GIS
3 2 (33.33%) Fedora
3 2 (33.33%) Software Engineering
3 2 (33.33%) Ruby
3 2 (33.33%) Web Development
3 2 (33.33%) Degree
3 2 (33.33%) JSON
3 2 (33.33%) JIRA
3 2 (33.33%) Computer Science
3 2 (33.33%) RabbitMQ
3 2 (33.33%) REST
3 2 (33.33%) DevOps
3 2 (33.33%) RESTful
3 2 (33.33%) Microsoft Azure
3 2 (33.33%) Amazon AWS

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 2 (33.33%) Apache
2 1 (16.67%) Apache Spark
2 1 (16.67%) nginx
Cloud Services
1 2 (33.33%) Amazon AWS
1 2 (33.33%) Microsoft Azure
Communications & Networking
1 1 (16.67%) Broadband
Database & Business Intelligence
1 4 (66.67%) PostgreSQL
2 3 (50.00%) Redis
3 2 (33.33%) GIS
4 1 (16.67%) Apache Hive
4 1 (16.67%) Big Data
4 1 (16.67%) Hadoop
4 1 (16.67%) MySQL
Development Applications
1 2 (33.33%) Jenkins
1 2 (33.33%) JIRA
2 1 (16.67%) Git (software)
General
1 1 (16.67%) Retail
1 1 (16.67%) Telecoms
Job Titles
1 2 (33.33%) DevOps Engineer
1 2 (33.33%) Python Software Engineer
1 2 (33.33%) Software Engineer
2 1 (16.67%) Analyst
2 1 (16.67%) Data Analyst
2 1 (16.67%) Data Scientist
2 1 (16.67%) Developer
2 1 (16.67%) Full Stack Developer
2 1 (16.67%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 3 (50.00%) CSS
1 3 (50.00%) HTML
2 2 (33.33%) HTML5
2 2 (33.33%) JSON
2 2 (33.33%) PostGIS
2 2 (33.33%) RabbitMQ
2 2 (33.33%) REST
2 2 (33.33%) RESTful
2 2 (33.33%) SOAP
2 2 (33.33%) XML
2 2 (33.33%) XSL
3 1 (16.67%) AngularJS
3 1 (16.67%) Bokeh
3 1 (16.67%) CherryPy
3 1 (16.67%) D3.js
3 1 (16.67%) Django
3 1 (16.67%) LAPP Stack
3 1 (16.67%) Pandas
Miscellaneous
1 2 (33.33%) Computer Science
2 1 (16.67%) Algorithms
2 1 (16.67%) Greenfield Project
Operating Systems
1 4 (66.67%) CentOS
1 4 (66.67%) Linux
2 2 (33.33%) Fedora
2 2 (33.33%) Unix
3 1 (16.67%) Red Hat Enterprise Linux
Processes & Methodologies
1 2 (33.33%) DevOps
1 2 (33.33%) Software Engineering
1 2 (33.33%) Web Development
2 1 (16.67%) Actionable Insight
2 1 (16.67%) Agile Software Development
2 1 (16.67%) Configuration Management
2 1 (16.67%) Data Protection
2 1 (16.67%) Logistic Regression
2 1 (16.67%) Machine Learning
2 1 (16.67%) MapReduce
2 1 (16.67%) Mathematics
2 1 (16.67%) Network Optimisation
2 1 (16.67%) Neural Network
2 1 (16.67%) Operations Research
2 1 (16.67%) Pattern Recognition
2 1 (16.67%) Physics
2 1 (16.67%) Predictive Modelling
2 1 (16.67%) SDLC
2 1 (16.67%) Statistical Modelling
2 1 (16.67%) Statistics
Programming Languages
1 2 (33.33%) PHP
1 2 (33.33%) Ruby
1 2 (33.33%) SQL
2 1 (16.67%) Bash Shell
2 1 (16.67%) Java
2 1 (16.67%) JavaScript
2 1 (16.67%) MATLAB
2 1 (16.67%) R
Qualifications
1 2 (33.33%) Degree
2 1 (16.67%) Computer Science Degree
2 1 (16.67%) SC Cleared
2 1 (16.67%) Security Cleared
System Software
1 1 (16.67%) Docker
Systems Management
1 2 (33.33%) Opscode Chef
1 2 (33.33%) Puppet
2 1 (16.67%) Ansible
2 1 (16.67%) Kubernetes
2 1 (16.67%) Terraform
Vendors
1 4 (66.67%) Red Hat
2 3 (50.00%) Oracle
3 1 (16.67%) Tableau
3 1 (16.67%) VMware