Period
to 25 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Croydon 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 25 November 2017 with a comparison to the same period in the previous 2 years.

Python
South London > Croydon
6 months to
25 Nov 2017
Same period 2016 Same period 2015
Rank 36 49 57
Rank change year-on-year +13 +8 +1
Permanent jobs citing Python 16 7 8
As % of all permanent IT jobs advertised in Croydon 4.58% 1.64% 2.01%
As % of the Programming Languages category 9.58% 3.35% 3.86%
Number of salaries quoted 11 7 4
Croydon median annual salary £74,500 £50,000 £46,250
Median salary % change year-on-year +49.00% +8.11% +54.17%
10th Percentile £55,000 £48,250 £41,500
90th Percentile £83,750 £58,750 £68,700
South London median annual salary £50,000 £42,500 £46,250
% change year-on-year +17.65% -8.11% +18.59%

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 Croydon with a requirement for coding skills.

All Programming Languages
Croydon
Permanent vacancies with a requirement for coding skills 167 209 207
As % of all permanent IT jobs advertised in Croydon 47.85% 48.95% 51.88%
Number of salaries quoted 132 192 186
Croydon median annual salary £55,000 £47,500 £45,625
Median salary % change year-on-year +15.79% +4.11% +1.39%
10th Percentile £36,250 £25,075 £27,500
90th Percentile £78,750 £67,250 £60,000
South London median annual salary £47,500 £47,500 £46,500
% change year-on-year - +2.15% +3.33%

Python
Job Vacancy Trend in Croydon

Job postings citing Python as a percentage of all IT jobs advertised in Croydon.

Job vacancy trend for Python in Croydon

Python
Salary Trend in Croydon

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Python in Croydon.

Salary trend for Python in Croydon

Python
Salary Histogram in Croydon

The salary distribution of IT jobs citing Python in Croydon over the 6 months to 25 November 2017.

Salary histogram for Python in Croydon

Python
Job Locations in Croydon

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Python within the Croydon region over the 6 months to 25 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Coulsdon - 1 £87,500 -
Python
South London

For the 6 months to 25 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 Croydon region with a requirement for Python.

1 15 (93.75%) DevOps
2 14 (87.50%) Docker
2 14 (87.50%) Agile Software Development
3 13 (81.25%) Kubernetes
4 10 (62.50%) Go
4 10 (62.50%) Ruby
5 9 (56.25%) Ansible
5 9 (56.25%) CoreOS
6 8 (50.00%) Software Engineering
6 8 (50.00%) Amazon AWS
7 7 (43.75%) Puppet
7 7 (43.75%) Configuration Management
8 6 (37.50%) Continuous Delivery
8 6 (37.50%) SDLC
9 5 (31.25%) Java
9 5 (31.25%) Linux
9 5 (31.25%) Open Source
9 5 (31.25%) SC Cleared
9 5 (31.25%) Security Cleared
9 5 (31.25%) Continuous Integration
10 4 (25.00%) Atlassian Bamboo
10 4 (25.00%) Terraform
10 4 (25.00%) Jenkins
10 4 (25.00%) Opscode Chef
10 4 (25.00%) Microservices
10 4 (25.00%) Salt
11 3 (18.75%) Hortonworks
11 3 (18.75%) Kafka
11 3 (18.75%) Apache ZooKeeper
11 3 (18.75%) Security Hardening

Python
Co-occurring IT Skills in Croydon 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 (12.50%) Apache Solr
1 2 (12.50%) Apache Spark
1 2 (12.50%) Confluence
2 1 (6.25%) ArcGIS
2 1 (6.25%) Elasticsearch
2 1 (6.25%) nginx
Cloud Services
1 8 (50.00%) Amazon AWS
2 3 (18.75%) Microsoft Azure
3 2 (12.50%) AWS CloudFormation
4 1 (6.25%) GitHub
Communications & Networking
1 2 (12.50%) Firewall
1 2 (12.50%) Kerberos
1 2 (12.50%) VPN
Database & Business Intelligence
1 3 (18.75%) Hadoop
1 3 (18.75%) PostgreSQL
2 2 (12.50%) Amazon DynamoDB
2 2 (12.50%) Big Data
2 2 (12.50%) DataStax
2 2 (12.50%) HBase
Development Applications
1 4 (25.00%) Atlassian Bamboo
1 4 (25.00%) Jenkins
2 3 (18.75%) Git (software)
3 2 (12.50%) Cucumber
3 2 (12.50%) Hudson
3 2 (12.50%) JIRA
3 2 (12.50%) SonarQube
4 1 (6.25%) Artifactory
4 1 (6.25%) GitLab
General
1 3 (18.75%) Marketing
2 2 (12.50%) Finance
3 1 (6.25%) Electronics
3 1 (6.25%) Manufacturing
3 1 (6.25%) Telecoms
Job Titles
1 8 (50.00%) DevOps Engineer
2 4 (25.00%) Platform Engineer
3 3 (18.75%) Cloud Engineer
3 3 (18.75%) Head of Engineering
3 3 (18.75%) Lead DevOps
3 3 (18.75%) Lead DevOps Engineer
4 2 (12.50%) Big Data Developer
4 2 (12.50%) Developer
4 2 (12.50%) Linux DevOps Engineer
4 2 (12.50%) Linux Engineer
4 2 (12.50%) Linux/Unix DevOps
4 2 (12.50%) Operations Engineer
5 1 (6.25%) Architect
5 1 (6.25%) Chief Technology Officer
5 1 (6.25%) Senior Architect
5 1 (6.25%) Senior Technical Architect
5 1 (6.25%) Technical Architect
5 1 (6.25%) Technical Director
Libraries, Frameworks & Software Standards
1 3 (18.75%) Kafka
2 2 (12.50%) Apache Camel
2 2 (12.50%) Drools
2 2 (12.50%) REST
2 2 (12.50%) Samza
2 2 (12.50%) Spring
2 2 (12.50%) Spring Boot
2 2 (12.50%) TinkerPop
3 1 (6.25%) .NET
3 1 (6.25%) AngularJS
3 1 (6.25%) ASP.NET
3 1 (6.25%) Elastic Stack
3 1 (6.25%) Web Services
Miscellaneous
1 2 (12.50%) Analytical Skills
1 2 (12.50%) Distributed Denial-of-Service
1 2 (12.50%) Linux Command Line
2 1 (6.25%) Virtual Team
Operating Systems
1 9 (56.25%) CoreOS
2 5 (31.25%) Linux
Processes & Methodologies
1 15 (93.75%) DevOps
2 14 (87.50%) Agile Software Development
3 8 (50.00%) Software Engineering
4 7 (43.75%) Configuration Management
5 6 (37.50%) Continuous Delivery
5 6 (37.50%) SDLC
6 5 (31.25%) Continuous Integration
6 5 (31.25%) Open Source
7 4 (25.00%) Microservices
8 3 (18.75%) Business Intelligence
8 3 (18.75%) Digital Marketing
8 3 (18.75%) Security Hardening
9 2 (12.50%) BDD
9 2 (12.50%) Business Analytics
9 2 (12.50%) Data Architecture
9 2 (12.50%) Data Ingestion
9 2 (12.50%) High Availability
9 2 (12.50%) SIEM
9 2 (12.50%) Unit Testing
9 2 (12.50%) Visualisation
Programming Languages
1 10 (62.50%) Go
1 10 (62.50%) Ruby
2 5 (31.25%) Java
3 3 (18.75%) Bash Shell
4 2 (12.50%) Scala
5 1 (6.25%) C#
5 1 (6.25%) JavaScript
Qualifications
1 5 (31.25%) SC Cleared
1 5 (31.25%) Security Cleared
System Software
1 14 (87.50%) Docker
2 3 (18.75%) Apache ZooKeeper
3 2 (12.50%) etcd
3 2 (12.50%) flannel
3 2 (12.50%) HDFS
Systems Management
1 13 (81.25%) Kubernetes
2 9 (56.25%) Ansible
3 7 (43.75%) Puppet
4 4 (25.00%) Opscode Chef
4 4 (25.00%) Salt
4 4 (25.00%) Terraform
5 3 (18.75%) Host Intrusion Detection System
5 3 (18.75%) Network Intrusion Detection System
6 2 (12.50%) Consul
6 2 (12.50%) Sysdig
7 1 (6.25%) HAProxy
7 1 (6.25%) Kibana
7 1 (6.25%) logstash
7 1 (6.25%) Prometheus
Vendors
1 3 (18.75%) Hortonworks
2 2 (12.50%) Oracle
3 1 (6.25%) SAP