Period
to 19 February 2018

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 19 February 2018 with a comparison to the same period in the previous 2 years.

Python
West London > Hammersmith
6 months to
19 Feb 2018
Same period 2017 Same period 2016
Rank 15 34 32
Rank change year-on-year +19 -2 -15
Permanent jobs citing Python 34 3 10
As % of all permanent IT jobs advertised in Hammersmith 12.88% 1.61% 4.61%
As % of the Programming Languages category 19.32% 3.49% 7.04%
Number of salaries quoted 24 2 6
Hammersmith median annual salary £63,750 £50,500 £62,500
Median salary % change year-on-year +26.24% -19.20% +28.21%
10th Percentile £31,675 £36,650 £54,375
90th Percentile £77,125 £61,950 £73,750
West London median annual salary £57,500 £52,500 £55,000
% change year-on-year +9.52% -4.55% +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 176 86 142
As % of all permanent IT jobs advertised in Hammersmith 66.67% 46.24% 65.44%
Number of salaries quoted 156 85 127
Hammersmith median annual salary £50,000 £50,000 £52,500
Median salary % change year-on-year - -4.76% +31.25%
10th Percentile £33,750 £26,250 £36,250
90th Percentile £76,875 £64,050 £68,000
West London median annual salary £55,000 £50,000 £50,000
% change year-on-year +10.00% - +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 19 February 2018.

Salary histogram for Python in Hammersmith

For the 6 months to 19 February 2018, IT 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 permanent job ads across the Hammersmith region with a requirement for Python.

1 16 (47.06%) Java
2 14 (41.18%) Linux
3 13 (38.24%) SQL
4 10 (29.41%) Big Data
4 10 (29.41%) Ansible
5 9 (26.47%) Configuration Management
5 9 (26.47%) VMware
6 8 (23.53%) Red Hat
6 8 (23.53%) Ruby
6 8 (23.53%) Google
6 8 (23.53%) Git (software)
6 8 (23.53%) Puppet
6 8 (23.53%) Google Cloud Platform
6 8 (23.53%) Task Automation
6 8 (23.53%) Data Science
7 7 (20.59%) Hadoop
7 7 (20.59%) SAS
8 6 (17.65%) Management Information System
8 6 (17.65%) Amazon AWS
8 6 (17.65%) Apache Spark
8 6 (17.65%) DevOps
9 5 (14.71%) VSAN
9 5 (14.71%) Microsoft Azure
9 5 (14.71%) VMware ESXi
9 5 (14.71%) HBase
9 5 (14.71%) Investment Management
9 5 (14.71%) Marketing
9 5 (14.71%) Finance
9 5 (14.71%) Retail
9 5 (14.71%) Software Engineering

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 7 (20.59%) SAS
2 6 (17.65%) Apache Spark
3 4 (11.76%) Apache
3 4 (11.76%) nginx
4 3 (8.82%) Apache Airflow
5 2 (5.88%) Confluence
5 2 (5.88%) Elasticsearch
5 2 (5.88%) IIS
5 2 (5.88%) NServiceBus
Applications
1 2 (5.88%) SPSS
2 1 (2.94%) Microsoft Excel
Cloud Services
1 8 (23.53%) Google Cloud Platform
2 6 (17.65%) Amazon AWS
3 5 (14.71%) Microsoft Azure
4 2 (5.88%) Amazon CloudWatch
5 1 (2.94%) Office 365
5 1 (2.94%) SaaS
Communications & Networking
1 5 (14.71%) VSAN
2 4 (11.76%) DNS
2 4 (11.76%) HTTP
2 4 (11.76%) IMAP
2 4 (11.76%) NAS
2 4 (11.76%) SAN
2 4 (11.76%) SMTP
3 2 (5.88%) Firewall
3 2 (5.88%) SSL
Database & Business Intelligence
1 10 (29.41%) Big Data
2 7 (20.59%) Hadoop
3 5 (14.71%) HBase
4 4 (11.76%) Apache Cassandra
4 4 (11.76%) Data Warehouse
4 4 (11.76%) MongoDB
4 4 (11.76%) NoSQL
4 4 (11.76%) Power BI
5 3 (8.82%) Apache Hive
5 3 (8.82%) QlikView
5 3 (8.82%) Relational Database
6 2 (5.88%) Apache Accumulo
6 2 (5.88%) Redis
Development Applications
1 8 (23.53%) Git (software)
2 4 (11.76%) Subversion
3 2 (5.88%) JIRA
3 2 (5.88%) Visual Studio
4 1 (2.94%) TeamCity
General
1 5 (14.71%) Finance
1 5 (14.71%) Marketing
1 5 (14.71%) Retail
2 1 (2.94%) Advertising
2 1 (2.94%) Pharmaceutical
Job Titles
1 6 (17.65%) Analyst
1 6 (17.65%) DevOps Engineer
2 5 (14.71%) Linux Engineer
2 5 (14.71%) Systems Engineer
3 4 (11.76%) Data Engineer
3 4 (11.76%) Linux Systems Engineer
3 4 (11.76%) Site Engineer
4 3 (8.82%) Big Data Engineer
4 3 (8.82%) Customer Analyst
4 3 (8.82%) Customer Insight Analyst
4 3 (8.82%) Developer
4 3 (8.82%) Insight Analyst
4 3 (8.82%) Senior Analyst
4 3 (8.82%) Senior Data Engineer
4 3 (8.82%) Support Engineer
5 2 (5.88%) Applications Specialist
5 2 (5.88%) Applications Support
5 2 (5.88%) Junior
5 2 (5.88%) Senior Customer Insight Analyst
5 2 (5.88%) Senior Developer
Libraries, Frameworks & Software Standards
1 4 (11.76%) Elastic Stack
1 4 (11.76%) LDAP
1 4 (11.76%) RESTful
1 4 (11.76%) SOAP
2 3 (8.82%) CSS
2 3 (8.82%) CSS3
2 3 (8.82%) D3.js
2 3 (8.82%) HTML
2 3 (8.82%) HTML5
2 3 (8.82%) Node.js
2 3 (8.82%) React
3 2 (5.88%) .NET
3 2 (5.88%) AngularJS
3 2 (5.88%) Backbone.js
3 2 (5.88%) jQuery
3 2 (5.88%) Kafka
3 2 (5.88%) MSMQ
3 2 (5.88%) PySpark
4 1 (2.94%) lodash
Miscellaneous
1 6 (17.65%) Management Information System
2 4 (11.76%) Data Centre
3 3 (8.82%) Analytical Skills
4 1 (2.94%) Algorithms
4 1 (2.94%) Computer Science
4 1 (2.94%) Fintech
4 1 (2.94%) Life Science
4 1 (2.94%) User Experience
Operating Systems
1 14 (41.18%) Linux
2 4 (11.76%) CentOS
2 4 (11.76%) Red Hat Enterprise Linux
3 3 (8.82%) Windows
4 1 (2.94%) Windows Server
4 1 (2.94%) Windows Server 2008
4 1 (2.94%) Windows Server 2012
Processes & Methodologies
1 9 (26.47%) Configuration Management
2 8 (23.53%) Data Science
2 8 (23.53%) Task Automation
3 6 (17.65%) DevOps
4 5 (14.71%) Investment Management
4 5 (14.71%) Software Engineering
5 4 (11.76%) Agile Software Development
5 4 (11.76%) Customer Insight
5 4 (11.76%) ETL
6 3 (8.82%) Actionable Insight
6 3 (8.82%) Data Visualisation
6 3 (8.82%) Knowledge Management
6 3 (8.82%) Mentoring
6 3 (8.82%) OO
6 3 (8.82%) Project Management
6 3 (8.82%) Qualitative Research
6 3 (8.82%) Quantitative Research
6 3 (8.82%) User Acceptance Testing
6 3 (8.82%) Visualisation
7 2 (5.88%) High Availability
Programming Languages
1 16 (47.06%) Java
2 13 (38.24%) SQL
3 8 (23.53%) Ruby
4 4 (11.76%) C++
4 4 (11.76%) Go
4 4 (11.76%) Groovy
4 4 (11.76%) Perl
4 4 (11.76%) PHP
5 3 (8.82%) PowerShell
5 3 (8.82%) Scala
6 2 (5.88%) JavaScript
7 1 (2.94%) Bash Shell
7 1 (2.94%) R
Qualifications
1 4 (11.76%) SC Cleared
1 4 (11.76%) Security Cleared
2 2 (5.88%) Degree
3 1 (2.94%) Master's Degree
3 1 (2.94%) PhD
Quality Assurance & Compliance
1 3 (8.82%) QA
2 1 (2.94%) SLA
System Software
1 5 (14.71%) VMware ESXi
2 4 (11.76%) VMware Infrastructure
3 3 (8.82%) Active Directory
Systems Management
1 10 (29.41%) Ansible
2 8 (23.53%) Puppet
3 4 (11.76%) Kubernetes
3 4 (11.76%) Opscode Chef
4 3 (8.82%) Oozie
5 1 (2.94%) vCenter Server
Vendors
1 9 (26.47%) VMware
2 8 (23.53%) Google
2 8 (23.53%) Red Hat
3 4 (11.76%) Sun
4 3 (8.82%) Cloudera
4 3 (8.82%) Hortonworks
4 3 (8.82%) Tableau
5 2 (5.88%) Microsoft
5 2 (5.88%) Splunk
6 1 (2.94%) Oracle