Period
to 19 September 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 19 September 2018 with a comparison to the same period in the previous 2 years.

Python
Northamptonshire > Northampton
6 months to
19 Sep 2018
Same period 2017 Same period 2016
Rank 71 47 54
Rank change year-on-year -24 +7 +28
Permanent jobs citing Python 18 37 34
As % of all permanent IT jobs advertised in Northampton 1.99% 4.89% 3.54%
As % of the Programming Languages category 3.36% 9.09% 8.00%
Number of salaries quoted 15 86 75
Northampton median annual salary £70,000 £29,000 £36,000
Median salary % change year-on-year +141.38% -19.44% -10.00%
10th Percentile £46,500 £26,250 £27,500
90th Percentile £90,000 £42,500 £41,250
Northamptonshire median annual salary £55,000 £29,000 £36,000
% change year-on-year +89.66% -19.44% -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 Northampton with a requirement for coding skills.

All Programming Languages
Northampton
Permanent vacancies with a requirement for coding skills 536 407 425
As % of all permanent IT jobs advertised in Northampton 59.29% 53.76% 44.27%
Number of salaries quoted 404 334 323
Northampton median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - -
10th Percentile £31,250 £26,250 £27,500
90th Percentile £61,250 £60,000 £52,500
Northamptonshire median annual salary £42,500 £40,000 £37,500
% change year-on-year +6.25% +6.67% -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 19 September 2018.

Salary histogram for Python in Northampton

For the 6 months to 19 September 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 14 (77.78%) Agile Software Development
2 13 (72.22%) Java
3 11 (61.11%) SQL
3 11 (61.11%) Finance
4 9 (50.00%) Hadoop
4 9 (50.00%) Amazon AWS
5 8 (44.44%) Big Data
5 8 (44.44%) Continuous Integration
5 8 (44.44%) Scrum
5 8 (44.44%) TDD
5 8 (44.44%) DevOps
6 7 (38.89%) AngularJS
6 7 (38.89%) Jenkins
6 7 (38.89%) Stakeholder Management
6 7 (38.89%) Oracle
6 7 (38.89%) Git (software)
6 7 (38.89%) REST
6 7 (38.89%) Machine Learning
7 6 (33.33%) Microsoft Azure
7 6 (33.33%) Spring
7 6 (33.33%) C++
7 6 (33.33%) Banking
7 6 (33.33%) Greenfield Project
7 6 (33.33%) Java 8
8 5 (27.78%) Apache Spark
8 5 (27.78%) Google Cloud Platform
8 5 (27.78%) SDLC
8 5 (27.78%) Software Engineering
8 5 (27.78%) Data Modelling
8 5 (27.78%) Google

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 5 (27.78%) Apache Spark
2 2 (11.11%) SAS
3 1 (5.56%) Apache
3 1 (5.56%) Apache Solr
3 1 (5.56%) Elasticsearch
3 1 (5.56%) JBoss
3 1 (5.56%) Tomcat
Applications
1 1 (5.56%) SPSS
Cloud Services
1 9 (50.00%) Amazon AWS
2 6 (33.33%) Microsoft Azure
3 5 (27.78%) Google Cloud Platform
4 4 (22.22%) IBM Cloud
5 2 (11.11%) AWS CloudFormation
5 2 (11.11%) SaaS
6 1 (5.56%) Amazon EC2
6 1 (5.56%) Amazon ELB
6 1 (5.56%) Amazon S3
6 1 (5.56%) Amazon SQS
6 1 (5.56%) AWS Lambda
6 1 (5.56%) G Suite
6 1 (5.56%) GitHub
6 1 (5.56%) Office 365
6 1 (5.56%) Route 53
6 1 (5.56%) Serverless
6 1 (5.56%) Slack
6 1 (5.56%) Virtual Private Cloud
Communications & Networking
1 1 (5.56%) Internet
1 1 (5.56%) Network Security
Database & Business Intelligence
1 9 (50.00%) Hadoop
2 8 (44.44%) Big Data
3 5 (27.78%) NoSQL
4 4 (22.22%) BigQuery
4 4 (22.22%) Data Warehouse
4 4 (22.22%) Star Schema
5 3 (16.67%) MySQL
6 2 (11.11%) Data Mining
7 1 (5.56%) Amazon Aurora
7 1 (5.56%) Amazon RDS
7 1 (5.56%) Apache Hive
7 1 (5.56%) RDBMS
7 1 (5.56%) Relational Database
7 1 (5.56%) SAS Enterprise Guide
7 1 (5.56%) SQL Server
7 1 (5.56%) Text Mining
Development Applications
1 7 (38.89%) Git (software)
1 7 (38.89%) Jenkins
2 2 (11.11%) JIRA
2 2 (11.11%) Selenium
3 1 (5.56%) Appium
3 1 (5.56%) Atlassian Bamboo
3 1 (5.56%) Bitbucket
3 1 (5.56%) Buildbot
3 1 (5.56%) CA Release Automation
3 1 (5.56%) Cucumber
3 1 (5.56%) Gatling
3 1 (5.56%) gulp
3 1 (5.56%) NeoLoad
3 1 (5.56%) Octopus Deploy
3 1 (5.56%) Ranorex
3 1 (5.56%) SoapUI
3 1 (5.56%) SpecFlow
3 1 (5.56%) Team Foundation Server
3 1 (5.56%) TeamCity
3 1 (5.56%) WebDriver
General
1 11 (61.11%) Finance
2 6 (33.33%) Banking
3 2 (11.11%) Financial Institution
4 1 (5.56%) Law
4 1 (5.56%) Marketing
4 1 (5.56%) Retail
Job Titles
1 7 (38.89%) Developer
2 5 (27.78%) Java Developer
3 4 (22.22%) Architect
3 4 (22.22%) Data Architect
3 4 (22.22%) Senior Architect
3 4 (22.22%) Senior Data Architect
4 3 (16.67%) Senior Developer
4 3 (16.67%) Senior Java Developer
5 2 (11.11%) Analyst
5 2 (11.11%) DevOps Engineer
5 2 (11.11%) Lead Developer
5 2 (11.11%) Lead Java Developer
6 1 (5.56%) AWS DevOps
6 1 (5.56%) AWS DevOps Engineer
6 1 (5.56%) AWS Engineer
6 1 (5.56%) Developer in Test
6 1 (5.56%) Machine Learning Engineer
6 1 (5.56%) Python Engineer
6 1 (5.56%) Qualitative Analyst
6 1 (5.56%) Software Engineer
Libraries, Frameworks & Software Standards
1 7 (38.89%) AngularJS
1 7 (38.89%) REST
2 6 (33.33%) Spring
3 5 (27.78%) JSON
4 4 (22.22%) Hibernate
4 4 (22.22%) Redux
4 4 (22.22%) Twitter Bootstrap
4 4 (22.22%) XML
5 3 (16.67%) Node.js
6 2 (11.11%) Elastic Stack
6 2 (11.11%) J2EE
6 2 (11.11%) Java EE
6 2 (11.11%) Kafka
6 2 (11.11%) React
6 2 (11.11%) Spring MVC
7 1 (5.56%) .NET
7 1 (5.56%) boto
7 1 (5.56%) Flask
7 1 (5.56%) Natural Language Processing
7 1 (5.56%) Web Services
Miscellaneous
1 6 (33.33%) Greenfield Project
2 4 (22.22%) Fintech
3 2 (11.11%) Computer Science
4 1 (5.56%) Algorithms
4 1 (5.56%) Analytical Skills
4 1 (5.56%) Client/Server
4 1 (5.56%) Credit Risk
4 1 (5.56%) Management Information System
4 1 (5.56%) Public Cloud
Operating Systems
1 2 (11.11%) Linux
2 1 (5.56%) Unix
2 1 (5.56%) Windows
2 1 (5.56%) Windows Server
Processes & Methodologies
1 14 (77.78%) Agile Software Development
2 8 (44.44%) Continuous Integration
2 8 (44.44%) DevOps
2 8 (44.44%) Scrum
2 8 (44.44%) TDD
3 7 (38.89%) Machine Learning
3 7 (38.89%) Stakeholder Management
4 5 (27.78%) Data Modelling
4 5 (27.78%) SDLC
4 5 (27.78%) Software Engineering
5 4 (22.22%) Data Architecture
5 4 (22.22%) Fraud Detection
5 4 (22.22%) Master Data Management
5 4 (22.22%) Monetization
5 4 (22.22%) Waterfall
6 3 (16.67%) Kanban
6 3 (16.67%) Test Automation
7 2 (11.11%) Artificial Intelligence
7 2 (11.11%) Deployment Automation
7 2 (11.11%) Re-Platforming
Programming Languages
1 13 (72.22%) Java
2 11 (61.11%) SQL
3 6 (33.33%) C++
3 6 (33.33%) Java 8
4 5 (27.78%) Scala
5 3 (16.67%) JavaScript
5 3 (16.67%) PHP
5 3 (16.67%) Ruby
6 2 (11.11%) Bash Shell
6 2 (11.11%) C#
6 2 (11.11%) PowerShell
7 1 (5.56%) C
7 1 (5.56%) VB.NET
Qualifications
1 3 (16.67%) Degree
2 2 (11.11%) Computer Science Degree
3 1 (5.56%) Master's Degree
Quality Assurance & Compliance
1 1 (5.56%) Data Quality
1 1 (5.56%) GCP
1 1 (5.56%) QA
System Software
1 4 (22.22%) Docker
2 1 (5.56%) VMware Infrastructure
Systems Management
1 2 (11.11%) Ansible
1 2 (11.11%) Opscode Chef
1 2 (11.11%) Puppet
2 1 (5.56%) Grafana
2 1 (5.56%) Kibana
2 1 (5.56%) logstash
2 1 (5.56%) Packer
2 1 (5.56%) Rundeck
2 1 (5.56%) Terraform
Vendors
1 7 (38.89%) Oracle
2 5 (27.78%) Google
3 4 (22.22%) Cloudera
3 4 (22.22%) MapR
4 1 (5.56%) Ab Initio
4 1 (5.56%) Microsoft
4 1 (5.56%) Splunk
4 1 (5.56%) VMware