Period
to 24 November 2017

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 6 months to 24 November 2017 with a comparison to the same period in the previous 2 years.

Python
West London > Hammersmith
6 months to
24 Nov 2017
Same period 2016 Same period 2015
Rank 18 15 27
Rank change year-on-year -3 +12 +2
Permanent jobs citing Python 40 12 13
As % of all permanent IT jobs advertised in Hammersmith 12.74% 10.53% 6.47%
As % of the Programming Languages category 17.70% 16.00% 9.29%
Number of salaries quoted 33 11 9
Hammersmith median annual salary £55,000 £37,500 £60,000
Median salary % change year-on-year +46.67% -37.50% +60.00%
10th Percentile £36,600 £33,750 £38,500
90th Percentile £77,500 £90,000 £84,000
West London median annual salary £55,000 £50,000 £50,000
% change year-on-year +10.00% - -4.76%

Python is in the Programming Languages category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Hammersmith with a requirement for coding skills.

All Programming Languages
Hammersmith
Permanent vacancies with a requirement for coding skills 226 75 140
As % of all permanent IT jobs advertised in Hammersmith 71.97% 65.79% 69.65%
Number of salaries quoted 198 73 130
Hammersmith median annual salary £55,000 £50,000 £51,500
Median salary % change year-on-year +10.00% -2.91% +28.75%
10th Percentile £33,375 £36,250 £36,125
90th Percentile £75,375 £63,750 £66,375
West London median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - +11.11%

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
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 6 months to 24 November 2017.

Salary histogram for Python in Hammersmith

For the 6 months to 24 November 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 20 (50.00%) Ansible
2 17 (42.50%) DevOps
2 17 (42.50%) Amazon AWS
3 16 (40.00%) Java
3 16 (40.00%) Linux
4 14 (35.00%) Windows
4 14 (35.00%) Active Directory
4 14 (35.00%) PowerShell
5 12 (30.00%) Configuration Management
5 12 (30.00%) VMware
5 12 (30.00%) Agile Software Development
5 12 (30.00%) Continuous Delivery
6 11 (27.50%) Amazon CloudWatch
6 11 (27.50%) Scrum
6 11 (27.50%) JIRA
6 11 (27.50%) Firewall
6 11 (27.50%) SSL
6 11 (27.50%) Microsoft
6 11 (27.50%) MSMQ
6 11 (27.50%) IIS
6 11 (27.50%) Visual Studio
6 11 (27.50%) .NET
6 11 (27.50%) Release Management
6 11 (27.50%) Continuous Integration
6 11 (27.50%) Confluence
6 11 (27.50%) High Availability
6 11 (27.50%) Splunk
6 11 (27.50%) NServiceBus
7 10 (25.00%) SQL
7 10 (25.00%) Ruby

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 11 (27.50%) Confluence
1 11 (27.50%) IIS
1 11 (27.50%) NServiceBus
2 5 (12.50%) Apache
2 5 (12.50%) Apache Spark
2 5 (12.50%) nginx
2 5 (12.50%) SAS
3 3 (7.50%) Apache Airflow
4 2 (5.00%) Elasticsearch
Applications
1 2 (5.00%) SPSS
Cloud Services
1 17 (42.50%) Amazon AWS
2 11 (27.50%) Amazon CloudWatch
3 9 (22.50%) Google Cloud Platform
4 8 (20.00%) Microsoft Azure
5 3 (7.50%) Office 365
6 1 (2.50%) SaaS
Communications & Networking
1 11 (27.50%) Firewall
1 11 (27.50%) SSL
2 7 (17.50%) VSAN
3 5 (12.50%) DNS
3 5 (12.50%) HTTP
3 5 (12.50%) IMAP
3 5 (12.50%) LDAP
3 5 (12.50%) SMTP
4 4 (10.00%) NAS
4 4 (10.00%) SAN
Database & Business Intelligence
1 7 (17.50%) Big Data
1 7 (17.50%) Hadoop
2 5 (12.50%) HBase
2 5 (12.50%) NoSQL
3 4 (10.00%) Data Warehouse
4 3 (7.50%) Apache Cassandra
4 3 (7.50%) Apache Hive
4 3 (7.50%) Relational Database
5 2 (5.00%) Apache Accumulo
5 2 (5.00%) MongoDB
5 2 (5.00%) Redis
6 1 (2.50%) Amazon DynamoDB
6 1 (2.50%) PostgreSQL
6 1 (2.50%) Power BI
6 1 (2.50%) QlikView
Development Applications
1 11 (27.50%) JIRA
1 11 (27.50%) Visual Studio
2 8 (20.00%) Git (software)
3 4 (10.00%) Subversion
4 1 (2.50%) TeamCity
General
1 8 (20.00%) Finance
2 5 (12.50%) Retail
3 2 (5.00%) Marketing
4 1 (2.50%) Advertising
4 1 (2.50%) Legal
4 1 (2.50%) Pharmaceutical
Job Titles
1 16 (40.00%) DevOps Engineer
2 12 (30.00%) Support Engineer
3 11 (27.50%) Junior
3 11 (27.50%) Junior DevOps
3 11 (27.50%) Junior DevOps Engineer
3 11 (27.50%) Junior Support Engineer
4 7 (17.50%) Systems Engineer
5 5 (12.50%) Linux Engineer
6 4 (10.00%) Linux Systems Engineer
6 4 (10.00%) Site Engineer
7 3 (7.50%) Analyst
7 3 (7.50%) Big Data Engineer
7 3 (7.50%) Data Engineer
7 3 (7.50%) Senior Data Engineer
7 3 (7.50%) Windows Engineer
7 3 (7.50%) Windows Systems Engineer
8 2 (5.00%) Applications Specialist
8 2 (5.00%) Applications Support
9 1 (2.50%) 2nd Line Support
9 1 (2.50%) Senior Developer
Libraries, Frameworks & Software Standards
1 11 (27.50%) .NET
1 11 (27.50%) MSMQ
2 5 (12.50%) Elastic Stack
2 5 (12.50%) RESTful
2 5 (12.50%) SOAP
3 2 (5.00%) AngularJS
3 2 (5.00%) CSS
3 2 (5.00%) CSS3
3 2 (5.00%) D3.js
3 2 (5.00%) HTML
3 2 (5.00%) HTML5
3 2 (5.00%) jQuery
3 2 (5.00%) Node.js
3 2 (5.00%) React
4 1 (2.50%) Backbone.js
4 1 (2.50%) lodash
4 1 (2.50%) PySpark
4 1 (2.50%) Web Services
Miscellaneous
1 8 (20.00%) Management Information System
2 4 (10.00%) Data Centre
3 2 (5.00%) Analytical Skills
4 1 (2.50%) Algorithms
4 1 (2.50%) Computer Science
4 1 (2.50%) Life Science
4 1 (2.50%) User Experience
Operating Systems
1 16 (40.00%) Linux
2 14 (35.00%) Windows
3 5 (12.50%) CentOS
3 5 (12.50%) Red Hat Enterprise Linux
4 3 (7.50%) Windows Server
4 3 (7.50%) Windows Server 2008
4 3 (7.50%) Windows Server 2012
Processes & Methodologies
1 17 (42.50%) DevOps
2 12 (30.00%) Agile Software Development
2 12 (30.00%) Configuration Management
2 12 (30.00%) Continuous Delivery
3 11 (27.50%) Continuous Integration
3 11 (27.50%) High Availability
3 11 (27.50%) Release Management
3 11 (27.50%) Scrum
4 8 (20.00%) Task Automation
5 7 (17.50%) Investment Management
6 4 (10.00%) ETL
6 4 (10.00%) Software Engineering
7 3 (7.50%) OO
8 2 (5.00%) Business Analysis
8 2 (5.00%) Mentoring
8 2 (5.00%) Project Management
8 2 (5.00%) Service Delivery
8 2 (5.00%) Time Management
8 2 (5.00%) Unit Testing
8 2 (5.00%) User Acceptance Testing
Programming Languages
1 16 (40.00%) Java
2 14 (35.00%) PowerShell
3 10 (25.00%) Ruby
3 10 (25.00%) SQL
4 5 (12.50%) Go
4 5 (12.50%) Groovy
4 5 (12.50%) PHP
5 4 (10.00%) C++
5 4 (10.00%) Perl
6 3 (7.50%) Scala
7 1 (2.50%) Bash Shell
7 1 (2.50%) R
Qualifications
1 5 (12.50%) SC Cleared
1 5 (12.50%) Security Cleared
2 2 (5.00%) Degree
3 1 (2.50%) Master's Degree
3 1 (2.50%) PhD
Quality Assurance & Compliance
1 2 (5.00%) QA
2 1 (2.50%) SLA
System Software
1 14 (35.00%) Active Directory
2 7 (17.50%) VMware ESXi
3 5 (12.50%) VMware Infrastructure
4 1 (2.50%) Docker
Systems Management
1 20 (50.00%) Ansible
2 9 (22.50%) Puppet
3 5 (12.50%) Kubernetes
3 5 (12.50%) Opscode Chef
4 3 (7.50%) Oozie
4 3 (7.50%) vCenter Server
Vendors
1 12 (30.00%) VMware
2 11 (27.50%) Microsoft
2 11 (27.50%) Splunk
3 9 (22.50%) Google
3 9 (22.50%) Red Hat
4 4 (10.00%) Sun
5 3 (7.50%) Cloudera
5 3 (7.50%) Hortonworks
6 1 (2.50%) Oracle
6 1 (2.50%) Tableau