Period
to 16 August 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 16 August 2018 with a comparison to the same period in the previous 2 years.

Python
West London > Hammersmith
6 months to
16 Aug 2018
Same period 2017 Same period 2016
Rank 31 45 17
Rank change year-on-year +14 -28 +8
Permanent jobs citing Python 7 19 17
As % of all permanent IT jobs advertised in Hammersmith 3.70% 5.26% 11.18%
As % of the Programming Languages category 5.11% 7.79% 17.71%
Number of salaries quoted 4 17 15
Hammersmith median annual salary £60,000 £45,000 £37,500
Median salary % change year-on-year +33.33% +20.00% -37.50%
10th Percentile £55,000 £41,500 £33,500
90th Percentile £72,000 £105,500 £77,000
West London median annual salary £57,500 £55,000 £50,000
% change year-on-year +4.55% +10.00% -

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 137 244 96
As % of all permanent IT jobs advertised in Hammersmith 72.49% 67.59% 63.16%
Number of salaries quoted 112 209 89
Hammersmith median annual salary £55,000 £57,500 £52,500
Median salary % change year-on-year -4.35% +9.52% +5.00%
10th Percentile £32,500 £40,000 £36,250
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% +5.26%

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 16 August 2018.

Salary histogram for Python in Hammersmith

For the 6 months to 16 August 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 5 (71.43%) SQL
2 3 (42.86%) MySQL
2 3 (42.86%) Linux
2 3 (42.86%) Agile Software Development
2 3 (42.86%) Analytics
2 3 (42.86%) Relational Database
2 3 (42.86%) Data Science
3 2 (28.57%) Mobile App
3 2 (28.57%) Apache Spark
3 2 (28.57%) Actionable Insight
3 2 (28.57%) Retail
3 2 (28.57%) Stakeholder Management
3 2 (28.57%) CMS
3 2 (28.57%) Django
3 2 (28.57%) Git (software)
3 2 (28.57%) Web Development
3 2 (28.57%) R
3 2 (28.57%) Tableau
3 2 (28.57%) Customer Insight
3 2 (28.57%) Statistical Modelling
3 2 (28.57%) Data Analytics
4 1 (14.29%) GitHub
4 1 (14.29%) Kafka
4 1 (14.29%) Big Data
4 1 (14.29%) Refactoring
4 1 (14.29%) MongoDB
4 1 (14.29%) Apache Cassandra
4 1 (14.29%) Apache Solr
4 1 (14.29%) Scala
4 1 (14.29%) Hadoop

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 (28.57%) Apache Spark
1 2 (28.57%) CMS
2 1 (14.29%) Apache Airflow
2 1 (14.29%) Apache Solr
2 1 (14.29%) Elasticsearch
Cloud Services
1 1 (14.29%) GitHub
1 1 (14.29%) Google Cloud Platform
Database & Business Intelligence
1 3 (42.86%) MySQL
1 3 (42.86%) Relational Database
2 1 (14.29%) Apache Cassandra
2 1 (14.29%) Big Data
2 1 (14.29%) Hadoop
2 1 (14.29%) MongoDB
Development Applications
1 2 (28.57%) Git (software)
General
1 2 (28.57%) Retail
Job Titles
1 3 (42.86%) Developer
2 2 (28.57%) Analyst
2 2 (28.57%) Insight Analyst
2 2 (28.57%) Python Developer
2 2 (28.57%) Senior Analyst
2 2 (28.57%) Senior Insight Analyst
3 1 (14.29%) Backend Developer
3 1 (14.29%) Data Engineer
3 1 (14.29%) SQL Developer
Libraries, Frameworks & Software Standards
1 2 (28.57%) Django
2 1 (14.29%) Kafka
2 1 (14.29%) PySpark
Miscellaneous
1 2 (28.57%) Mobile App
2 1 (14.29%) Linux Command Line
Operating Systems
1 3 (42.86%) Linux
Processes & Methodologies
1 3 (42.86%) Agile Software Development
1 3 (42.86%) Analytics
1 3 (42.86%) Data Science
2 2 (28.57%) Actionable Insight
2 2 (28.57%) Customer Insight
2 2 (28.57%) Data Analytics
2 2 (28.57%) Stakeholder Management
2 2 (28.57%) Statistical Modelling
2 2 (28.57%) Web Development
3 1 (14.29%) Code Coverage
3 1 (14.29%) CRUD
3 1 (14.29%) Data Engineering
3 1 (14.29%) Data Modelling
3 1 (14.29%) DevOps
3 1 (14.29%) IT Strategy
3 1 (14.29%) Microservices
3 1 (14.29%) Open Source
3 1 (14.29%) Refactoring
3 1 (14.29%) Threat Detection
Programming Languages
1 5 (71.43%) SQL
2 2 (28.57%) R
3 1 (14.29%) Go
3 1 (14.29%) Java
3 1 (14.29%) JavaScript
3 1 (14.29%) PHP
3 1 (14.29%) PL/SQL
3 1 (14.29%) Scala
Vendors
1 2 (28.57%) Tableau
2 1 (14.29%) Google