Period
to 21 May 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 21 May 2018 with a comparison to the same period in the previous 2 years.

Python
West London > Hammersmith
6 months to
21 May 2018
Same period 2017 Same period 2016
Rank 32 44 24
Rank change year-on-year +12 -20 -6
Permanent jobs citing Python 15 7 12
As % of all permanent IT jobs advertised in Hammersmith 5.79% 2.26% 6.82%
As % of the Programming Languages category 8.43% 4.29% 12.37%
Number of salaries quoted 9 5 6
Hammersmith median annual salary £65,000 £85,000 £40,000
Median salary % change year-on-year -23.53% +112.50% -20.00%
10th Percentile £49,250 £40,000 £33,750
90th Percentile £75,250 £132,500 £65,000
West London median annual salary £55,000 £55,000 £52,500
% change year-on-year - +4.76% +0.96%

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 178 163 97
As % of all permanent IT jobs advertised in Hammersmith 68.73% 52.58% 55.11%
Number of salaries quoted 146 147 82
Hammersmith median annual salary £52,500 £55,000 £55,000
Median salary % change year-on-year -4.55% - +10.00%
10th Percentile £32,500 £32,000 £40,200
90th Percentile £75,000 £71,250 £67,500
West London median annual salary £55,000 £52,500 £50,000
% change year-on-year +4.76% +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 21 May 2018.

Salary histogram for Python in Hammersmith

For the 6 months to 21 May 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 8 (53.33%) SQL
2 5 (33.33%) Analytics
2 5 (33.33%) Data Science
3 4 (26.67%) Actionable Insight
3 4 (26.67%) Big Data
3 4 (26.67%) Customer Insight
3 4 (26.67%) Tableau
3 4 (26.67%) Linux
3 4 (26.67%) Agile Software Development
4 3 (20.00%) Marketing
4 3 (20.00%) MySQL
4 3 (20.00%) Java
4 3 (20.00%) JavaScript
4 3 (20.00%) MongoDB
4 3 (20.00%) Apache Cassandra
4 3 (20.00%) Kafka
4 3 (20.00%) Apache Spark
4 3 (20.00%) Power BI
4 3 (20.00%) Relational Database
5 2 (13.33%) Google Cloud Platform
5 2 (13.33%) DevOps
5 2 (13.33%) Data Analytics
5 2 (13.33%) Statistical Modelling
5 2 (13.33%) Qualitative Research
5 2 (13.33%) Mobile App
5 2 (13.33%) Quantitative Research
5 2 (13.33%) PySpark
5 2 (13.33%) Task Automation
5 2 (13.33%) PHP
5 2 (13.33%) SAS

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 3 (20.00%) Apache Spark
2 2 (13.33%) CMS
2 2 (13.33%) SAS
3 1 (6.67%) Apache
3 1 (6.67%) Apache Airflow
3 1 (6.67%) Apache Solr
3 1 (6.67%) Elasticsearch
3 1 (6.67%) nginx
Applications
1 1 (6.67%) Microsoft Excel
Cloud Services
1 2 (13.33%) Google Cloud Platform
2 1 (6.67%) Amazon AWS
2 1 (6.67%) GitHub
2 1 (6.67%) Microsoft Azure
Communications & Networking
1 1 (6.67%) DNS
1 1 (6.67%) HTTP
1 1 (6.67%) IMAP
1 1 (6.67%) SMTP
Database & Business Intelligence
1 4 (26.67%) Big Data
2 3 (20.00%) Apache Cassandra
2 3 (20.00%) MongoDB
2 3 (20.00%) MySQL
2 3 (20.00%) Power BI
2 3 (20.00%) Relational Database
3 2 (13.33%) QlikView
4 1 (6.67%) Hadoop
4 1 (6.67%) NoSQL
Development Applications
1 2 (13.33%) Git (software)
General
1 3 (20.00%) Marketing
2 2 (13.33%) Retail
Job Titles
1 5 (33.33%) Analyst
1 5 (33.33%) Developer
2 4 (26.67%) Insight Analyst
2 4 (26.67%) Senior Analyst
2 4 (26.67%) Senior Insight Analyst
3 3 (20.00%) Python Developer
4 2 (13.33%) Customer Analyst
4 2 (13.33%) Customer Insight Analyst
4 2 (13.33%) Data Engineer
4 2 (13.33%) Senior Customer Insight Analyst
5 1 (6.67%) Backend Developer
5 1 (6.67%) Deployment Engineer
5 1 (6.67%) DevOps Engineer
5 1 (6.67%) Full Stack Developer
5 1 (6.67%) Marketing Analyst
5 1 (6.67%) Marketing Business Analyst
5 1 (6.67%) Senior Developer
5 1 (6.67%) Senior Python Developer
5 1 (6.67%) Software Deployment Engineer
5 1 (6.67%) SQL Developer
Libraries, Frameworks & Software Standards
1 3 (20.00%) Kafka
2 2 (13.33%) Django
2 2 (13.33%) PySpark
3 1 (6.67%) Backbone.js
3 1 (6.67%) CSS
3 1 (6.67%) CSS3
3 1 (6.67%) D3.js
3 1 (6.67%) Elastic Stack
3 1 (6.67%) HTML
3 1 (6.67%) HTML5
3 1 (6.67%) LDAP
3 1 (6.67%) Node.js
3 1 (6.67%) React
3 1 (6.67%) RESTful
3 1 (6.67%) SOAP
Miscellaneous
1 2 (13.33%) Mobile App
2 1 (6.67%) Analytical Skills
2 1 (6.67%) Fintech
2 1 (6.67%) Linux Command Line
Operating Systems
1 4 (26.67%) Linux
2 1 (6.67%) CentOS
2 1 (6.67%) Red Hat Enterprise Linux
Processes & Methodologies
1 5 (33.33%) Analytics
1 5 (33.33%) Data Science
2 4 (26.67%) Actionable Insight
2 4 (26.67%) Agile Software Development
2 4 (26.67%) Customer Insight
3 2 (13.33%) Data Analytics
3 2 (13.33%) Data Visualisation
3 2 (13.33%) DevOps
3 2 (13.33%) Knowledge Management
3 2 (13.33%) Qualitative Research
3 2 (13.33%) Quantitative Research
3 2 (13.33%) Stakeholder Management
3 2 (13.33%) Statistical Modelling
3 2 (13.33%) Task Automation
3 2 (13.33%) Visualisation
3 2 (13.33%) Web Development
4 1 (6.67%) CRUD
4 1 (6.67%) Decision-Making
4 1 (6.67%) IT Strategy
4 1 (6.67%) Threat Detection
Programming Languages
1 8 (53.33%) SQL
2 3 (20.00%) Java
2 3 (20.00%) JavaScript
3 2 (13.33%) PHP
3 2 (13.33%) R
4 1 (6.67%) Go
4 1 (6.67%) Groovy
4 1 (6.67%) PL/SQL
4 1 (6.67%) Ruby
4 1 (6.67%) Scala
Qualifications
1 1 (6.67%) SC Cleared
1 1 (6.67%) Security Cleared
Quality Assurance & Compliance
1 1 (6.67%) QA
System Software
1 1 (6.67%) VMware Infrastructure
Systems Management
1 1 (6.67%) Ansible
1 1 (6.67%) Opscode Chef
1 1 (6.67%) Puppet
Vendors
1 4 (26.67%) Tableau
2 2 (13.33%) Google
3 1 (6.67%) Red Hat
3 1 (6.67%) VMware