Period
to 14 November 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 14 November 2018 with a comparison to the same period in the previous 2 years.

Python
West London > Hammersmith
6 months to
14 Nov 2018
Same period 2017 Same period 2016
Rank 24 22 16
Rank change year-on-year -2 -6 +12
Permanent jobs citing Python 5 38 12
As % of all permanent IT jobs advertised in Hammersmith 3.23% 11.76% 10.34%
As % of the Programming Languages category 4.95% 16.31% 15.38%
Number of salaries quoted 5 31 12
Hammersmith median annual salary £60,000 £45,000 £37,500
Median salary % change year-on-year +33.33% +20.00% -37.50%
10th Percentile £46,750 £36,250 £33,875
90th Percentile £68,000 £77,500 £87,425
West London median annual salary £55,000 £56,250 £50,000
% change year-on-year -2.22% +12.50% -

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 101 233 78
As % of all permanent IT jobs advertised in Hammersmith 65.16% 72.14% 67.24%
Number of salaries quoted 85 200 77
Hammersmith median annual salary £55,000 £55,000 £50,000
Median salary % change year-on-year - +10.00% -2.91%
10th Percentile £32,500 £33,625 £36,250
90th Percentile £77,000 £75,125 £64,550
West London median annual salary £52,500 £52,500 £50,000
% change year-on-year - +5.00% +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
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 14 November 2018.

Salary histogram for Python in Hammersmith

For the 6 months to 14 November 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 4 (80.00%) MySQL
1 4 (80.00%) SQL
2 3 (60.00%) Amazon AWS
2 3 (60.00%) Kubernetes
3 2 (40.00%) Power BI
3 2 (40.00%) SQL Server 2016
3 2 (40.00%) Terraform
3 2 (40.00%) Amazon Redshift
3 2 (40.00%) SQL Server Management Studio (SSMS)
3 2 (40.00%) Ansible
3 2 (40.00%) Docker
3 2 (40.00%) Opscode Chef
3 2 (40.00%) Performance Tuning
3 2 (40.00%) GitHub
3 2 (40.00%) Kimball Methodology
3 2 (40.00%) Analytics
3 2 (40.00%) Amazon RDS
3 2 (40.00%) Alteryx
3 2 (40.00%) Finance
3 2 (40.00%) SQL Server 2005
3 2 (40.00%) SQL Server Integration Services
3 2 (40.00%) SAP Business One
3 2 (40.00%) Oracle OLAP
3 2 (40.00%) SQL Server Analysis Services
3 2 (40.00%) Data Extraction
3 2 (40.00%) JSON
3 2 (40.00%) Visualisation
3 2 (40.00%) Puppet
3 2 (40.00%) Tableau
3 2 (40.00%) Microsoft Excel

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 1 (20.00%) Apache
1 1 (20.00%) Apache Solr
1 1 (20.00%) nginx
1 1 (20.00%) OpenStack
Applications
1 2 (40.00%) Microsoft Excel
Business Applications
1 2 (40.00%) SAP Business One
Cloud Services
1 3 (60.00%) Amazon AWS
2 2 (40.00%) GitHub
3 1 (20.00%) Google Cloud Platform
3 1 (20.00%) Microsoft Azure
Communications & Networking
1 1 (20.00%) DNS
1 1 (20.00%) SSL
Database & Business Intelligence
1 4 (80.00%) MySQL
2 2 (40.00%) Amazon QuickSight
2 2 (40.00%) Amazon RDS
2 2 (40.00%) Amazon Redshift
2 2 (40.00%) Data Warehouse
2 2 (40.00%) OLAP
2 2 (40.00%) OLAP Cube
2 2 (40.00%) OLTP
2 2 (40.00%) Oracle OLAP
2 2 (40.00%) PostgreSQL
2 2 (40.00%) Power BI
2 2 (40.00%) SQL Server
2 2 (40.00%) SQL Server 2005
2 2 (40.00%) SQL Server 2016
2 2 (40.00%) SQL Server Analysis Services
2 2 (40.00%) SQL Server Integration Services
2 2 (40.00%) SQL Server Reporting Services
Development Applications
1 2 (40.00%) SQL Server Management Studio (SSMS)
General
1 2 (40.00%) Finance
Job Titles
1 3 (60.00%) Developer
2 2 (40.00%) Business Intelligence Developer
2 2 (40.00%) Business Intelligence Lead
2 2 (40.00%) Lead Developer
3 1 (20.00%) Backend Developer
3 1 (20.00%) Infrastructure Engineer
3 1 (20.00%) Infrastructure Support
3 1 (20.00%) Infrastructure Support Engineer
3 1 (20.00%) SQL Developer
3 1 (20.00%) Support Engineer
Libraries, Frameworks & Software Standards
1 2 (40.00%) JSON
1 2 (40.00%) Web Services
1 2 (40.00%) XML
2 1 (20.00%) LAMP
2 1 (20.00%) LEMP Stack
Miscellaneous
1 2 (40.00%) Greenfield Project
Operating Systems
1 2 (40.00%) Linux
2 1 (20.00%) Windows
Processes & Methodologies
1 2 (40.00%) Agile Software Development
1 2 (40.00%) Analytics
1 2 (40.00%) Business Intelligence
1 2 (40.00%) Data Analysis
1 2 (40.00%) Data Extraction
1 2 (40.00%) Kimball Methodology
1 2 (40.00%) Performance Tuning
1 2 (40.00%) Visualisation
2 1 (20.00%) CRUD
2 1 (20.00%) Infrastructure Engineering
2 1 (20.00%) Microservices
2 1 (20.00%) Refactoring
2 1 (20.00%) Site Reliability Engineering
Programming Languages
1 4 (80.00%) SQL
2 2 (40.00%) Java
2 2 (40.00%) T-SQL
3 1 (20.00%) Bash Shell
3 1 (20.00%) C
3 1 (20.00%) C++
3 1 (20.00%) Go
3 1 (20.00%) PHP
3 1 (20.00%) PL/SQL
3 1 (20.00%) Ruby
System Software
1 2 (40.00%) Docker
2 1 (20.00%) KVM
2 1 (20.00%) PowerDNS
2 1 (20.00%) QEMU
2 1 (20.00%) VMware Infrastructure
2 1 (20.00%) Xen
Systems Management
1 3 (60.00%) Kubernetes
2 2 (40.00%) Ansible
2 2 (40.00%) Consul
2 2 (40.00%) Opscode Chef
2 2 (40.00%) Puppet
2 2 (40.00%) Terraform
Vendors
1 2 (40.00%) Alteryx
1 2 (40.00%) Oracle
1 2 (40.00%) SAP
1 2 (40.00%) Tableau
2 1 (20.00%) Cisco
2 1 (20.00%) Google
2 1 (20.00%) Juniper
2 1 (20.00%) SaltStack
2 1 (20.00%) VMware