Period
to 17 June 2018

The following table provides summary statistics for permanent job vacancies advertised in Northampton 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 17 June 2018 with a comparison to the same period in the previous 2 years.

Python
Northamptonshire > Northampton
6 months to
17 Jun 2018
Same period 2017 Same period 2016
Rank 79 62 81
Rank change year-on-year -17 +19 +5
Permanent jobs citing Python 8 19 17
As % of all permanent IT jobs advertised in Northampton 0.89% 2.52% 1.56%
As % of the Programming Languages category 1.52% 4.57% 3.08%
Number of salaries quoted 4 55 28
Northampton median annual salary £53,750 £30,000 £35,000
Median salary % change year-on-year +79.17% -14.29% -12.50%
10th Percentile £42,875 £26,250 £27,500
90th Percentile £66,375 £42,500 £41,625
Northamptonshire median annual salary £46,250 £30,000 £36,250
% change year-on-year +54.17% -17.24% -9.38%

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 Northampton with a requirement for coding skills.

All Programming Languages
Northampton
Permanent vacancies with a requirement for coding skills 527 416 552
As % of all permanent IT jobs advertised in Northampton 58.36% 55.25% 50.50%
Number of salaries quoted 411 371 403
Northampton median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - -
10th Percentile £26,250 £26,250 £26,350
90th Percentile £57,500 £56,250 £52,500
Northamptonshire median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - -

Python
Job Vacancy Trend in Northampton

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

Job vacancy trend for Python in Northampton

Python
Salary Trend in Northampton

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

Salary trend for Python in Northampton

Python
Salary Histogram in Northampton

The salary distribution of IT jobs citing Python in Northampton over the 6 months to 17 June 2018.

Salary histogram for Python in Northampton

For the 6 months to 17 June 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 Northampton region with a requirement for Python.

1 6 (75.00%) Finance
1 6 (75.00%) Agile Software Development
1 6 (75.00%) Amazon AWS
1 6 (75.00%) DevOps
2 5 (62.50%) Jenkins
2 5 (62.50%) Microsoft Azure
2 5 (62.50%) Ruby
2 5 (62.50%) SQL
2 5 (62.50%) Java
2 5 (62.50%) Deployment Automation
3 4 (50.00%) Degree
3 4 (50.00%) PowerShell
3 4 (50.00%) Git (software)
3 4 (50.00%) SaaS
3 4 (50.00%) Bash Shell
3 4 (50.00%) Puppet
3 4 (50.00%) Opscode Chef
3 4 (50.00%) Ansible
4 3 (37.50%) boto
4 3 (37.50%) Public Cloud
4 3 (37.50%) Software Delivery
4 3 (37.50%) Rundeck
4 3 (37.50%) SDLC
4 3 (37.50%) VMware Infrastructure
4 3 (37.50%) Test Automation
4 3 (37.50%) Node.js
4 3 (37.50%) Marketing
4 3 (37.50%) Computer Science
4 3 (37.50%) TDD
4 3 (37.50%) VMware

Python
Co-occurring IT Skills in Northampton 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 (12.50%) Apache
1 1 (12.50%) Apache Solr
1 1 (12.50%) Elasticsearch
1 1 (12.50%) JBoss
1 1 (12.50%) SAS
1 1 (12.50%) Tomcat
Applications
1 1 (12.50%) SPSS
Cloud Services
1 6 (75.00%) Amazon AWS
2 5 (62.50%) Microsoft Azure
3 4 (50.00%) SaaS
4 2 (25.00%) AWS CloudFormation
4 2 (25.00%) Google Cloud Platform
5 1 (12.50%) Amazon EC2
5 1 (12.50%) Amazon ELB
5 1 (12.50%) Amazon S3
5 1 (12.50%) Amazon SQS
5 1 (12.50%) AWS Lambda
5 1 (12.50%) G Suite
5 1 (12.50%) GitHub
5 1 (12.50%) Office 365
5 1 (12.50%) Route 53
5 1 (12.50%) Serverless
5 1 (12.50%) Slack
5 1 (12.50%) Virtual Private Cloud
Communications & Networking
1 1 (12.50%) Internet
1 1 (12.50%) Network Security
Database & Business Intelligence
1 3 (37.50%) MySQL
1 3 (37.50%) SQL Server
2 2 (25.00%) Big Data
2 2 (25.00%) Hadoop
3 1 (12.50%) Amazon Aurora
3 1 (12.50%) Amazon RDS
3 1 (12.50%) Data Mining
3 1 (12.50%) RDBMS
3 1 (12.50%) Relational Database
Development Applications
1 5 (62.50%) Jenkins
2 4 (50.00%) Git (software)
3 2 (25.00%) JIRA
3 2 (25.00%) Selenium
4 1 (12.50%) Appium
4 1 (12.50%) Atlassian Bamboo
4 1 (12.50%) Bitbucket
4 1 (12.50%) Cucumber
4 1 (12.50%) JMeter
4 1 (12.50%) JUnit
4 1 (12.50%) LoadRunner
4 1 (12.50%) NeoLoad
4 1 (12.50%) NUnit
4 1 (12.50%) Octopus Deploy
4 1 (12.50%) Ranorex
4 1 (12.50%) SoapUI
4 1 (12.50%) SpecFlow
4 1 (12.50%) Team Foundation Server
4 1 (12.50%) TeamCity
4 1 (12.50%) WebDriver
General
1 6 (75.00%) Finance
2 3 (37.50%) Marketing
3 1 (12.50%) Financial Institution
3 1 (12.50%) Law
3 1 (12.50%) Retail
Job Titles
1 4 (50.00%) DevOps Engineer
2 3 (37.50%) Developer
3 2 (25.00%) Software Developer
4 1 (12.50%) Analyst
4 1 (12.50%) AWS DevOps
4 1 (12.50%) AWS DevOps Engineer
4 1 (12.50%) AWS Engineer
4 1 (12.50%) C# Developer
4 1 (12.50%) C# Software Developer
4 1 (12.50%) Cloud Engineer
4 1 (12.50%) Developer in Test
4 1 (12.50%) Financial Analyst
4 1 (12.50%) Provisioning Engineer
4 1 (12.50%) Python Developer
4 1 (12.50%) Senior Developer
4 1 (12.50%) Senior Software Developer
Libraries, Frameworks & Software Standards
1 3 (37.50%) boto
1 3 (37.50%) Node.js
2 2 (25.00%) Elastic Stack
3 1 (12.50%) .NET
3 1 (12.50%) AngularJS
3 1 (12.50%) Flask
3 1 (12.50%) JSON
3 1 (12.50%) Kafka
3 1 (12.50%) REST
3 1 (12.50%) RESTful
3 1 (12.50%) Web Services
Miscellaneous
1 3 (37.50%) Computer Science
1 3 (37.50%) Public Cloud
2 2 (25.00%) Analytical Skills
2 2 (25.00%) Enterprise Software
2 2 (25.00%) Self-Motivation
3 1 (12.50%) Client/Server
3 1 (12.50%) Management Information System
Operating Systems
1 3 (37.50%) Linux
2 1 (12.50%) Windows
2 1 (12.50%) Windows Server
Processes & Methodologies
1 6 (75.00%) Agile Software Development
1 6 (75.00%) DevOps
2 5 (62.50%) Deployment Automation
3 3 (37.50%) Problem-Solving
3 3 (37.50%) SDLC
3 3 (37.50%) Software Delivery
3 3 (37.50%) TDD
3 3 (37.50%) Test Automation
4 2 (25.00%) Analytics
4 2 (25.00%) BDD
4 2 (25.00%) Continuous Integration
4 2 (25.00%) Infrastructure Monitoring
4 2 (25.00%) Scrum
4 2 (25.00%) Software Engineering
4 2 (25.00%) Time Management
5 1 (12.50%) API Development
5 1 (12.50%) Decision-Making
5 1 (12.50%) SDET
5 1 (12.50%) Self-Awareness
5 1 (12.50%) Workload Management
Programming Languages
1 5 (62.50%) Java
1 5 (62.50%) Ruby
1 5 (62.50%) SQL
2 4 (50.00%) Bash Shell
2 4 (50.00%) PowerShell
3 2 (25.00%) C#
4 1 (12.50%) C
4 1 (12.50%) C++
4 1 (12.50%) JavaScript
4 1 (12.50%) PHP
4 1 (12.50%) Scala
4 1 (12.50%) VB.NET
Qualifications
1 4 (50.00%) Degree
2 1 (12.50%) Computer Science Degree
Quality Assurance & Compliance
1 2 (25.00%) GCP
System Software
1 3 (37.50%) VMware Infrastructure
2 1 (12.50%) Docker
Systems Management
1 4 (50.00%) Ansible
1 4 (50.00%) Opscode Chef
1 4 (50.00%) Puppet
2 3 (37.50%) Rundeck
3 2 (25.00%) Nagios
4 1 (12.50%) Grafana
4 1 (12.50%) Kibana
4 1 (12.50%) logstash
4 1 (12.50%) Packer
4 1 (12.50%) Terraform
Vendors
1 3 (37.50%) Oracle
1 3 (37.50%) VMware
2 1 (12.50%) Ab Initio
2 1 (12.50%) Google
2 1 (12.50%) Microsoft
2 1 (12.50%) Splunk