Period
to 23 February 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 23 February 2018 with a comparison to the same period in the previous 2 years.

Python
Northamptonshire > Northampton
6 months to
23 Feb 2018
Same period 2017 Same period 2016
Rank 44 86 110
Rank change year-on-year +42 +24 -2
Permanent jobs citing Python 31 11 6
As % of all permanent IT jobs advertised in Northampton 4.34% 1.21% 0.46%
As % of the Programming Languages category 7.93% 2.35% 0.88%
Number of salaries quoted 46 27 10
Northampton median annual salary £29,000 £38,500 £36,250
Median salary % change year-on-year -24.68% +6.21% -3.33%
10th Percentile £27,000 £33,000 £30,000
90th Percentile £56,250 £53,000 £42,500
Northamptonshire median annual salary £29,000 £38,500 £45,000
% change year-on-year -24.68% -14.44% +20.00%

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 391 469 684
As % of all permanent IT jobs advertised in Northampton 54.76% 51.71% 52.94%
Number of salaries quoted 336 340 546
Northampton median annual salary £37,500 £42,500 £40,000
Median salary % change year-on-year -11.76% +6.25% -
10th Percentile £22,500 £26,500 £23,625
90th Percentile £57,500 £57,500 £50,000
Northamptonshire median annual salary £40,000 £42,500 £40,000
% change year-on-year -5.88% +6.25% +2.56%

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 23 February 2018.

Salary histogram for Python in Northampton

For the 6 months to 23 February 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 27 (87.10%) Degree
2 20 (64.52%) Linux
2 20 (64.52%) Agile Software Development
3 19 (61.29%) Computer Science
4 17 (54.84%) C++
5 16 (51.61%) Scrum
5 16 (51.61%) Software Engineering
5 16 (51.61%) GitHub
5 16 (51.61%) Algorithms
5 16 (51.61%) Computer Vision
6 13 (41.94%) Java
7 11 (35.48%) Mathematics
7 11 (35.48%) Physics
8 10 (32.26%) JavaScript
8 10 (32.26%) SQL
8 10 (32.26%) Electron Framework
8 10 (32.26%) Angular 2
8 10 (32.26%) AngularJS
8 10 (32.26%) MongoDB
8 10 (32.26%) Node.js
8 10 (32.26%) D3.js
8 10 (32.26%) Twitter Bootstrap
9 9 (29.03%) Computer Science Degree
9 9 (29.03%) C#
9 9 (29.03%) Git (software)
10 8 (25.81%) Open Source
10 8 (25.81%) HTML5
10 8 (25.81%) Multithreading
10 8 (25.81%) Google
10 8 (25.81%) Embedded Linux

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:

Cloud Services
1 16 (51.61%) GitHub
2 2 (6.45%) Amazon AWS
3 1 (3.23%) Google Cloud Platform
3 1 (3.23%) Microsoft Azure
Database & Business Intelligence
1 10 (32.26%) MongoDB
2 1 (3.23%) Big Data
2 1 (3.23%) MySQL
2 1 (3.23%) PostgreSQL
Development Applications
1 9 (29.03%) Git (software)
2 8 (25.81%) Subversion
2 8 (25.81%) Visual Studio
General
1 8 (25.81%) Electronics
1 8 (25.81%) Games
2 1 (3.23%) Banking
2 1 (3.23%) Finance
2 1 (3.23%) Retail
Job Titles
1 23 (74.19%) Developer
2 16 (51.61%) C++ Software Engineer
2 16 (51.61%) Software Engineer
3 11 (35.48%) Senior Developer
4 10 (32.26%) JavaScript Developer
4 10 (32.26%) Senior JavaScript Developer
5 9 (29.03%) C++ Developer
5 9 (29.03%) Graduate
5 9 (29.03%) Graduate C++ Developer
5 9 (29.03%) Graduate Developer
5 9 (29.03%) Software Developer
6 8 (25.81%) C++ Software Developer
6 8 (25.81%) Developer/Software Engineer
6 8 (25.81%) Graduate C++ Software Developer
6 8 (25.81%) Graduate C++ Software Engineer
6 8 (25.81%) Graduate Software Developer
6 8 (25.81%) Graduate Software Engineer
6 8 (25.81%) Linux Engineer
6 8 (25.81%) Python Software Engineer
7 4 (12.90%) React Developer
Libraries, Frameworks & Software Standards
1 10 (32.26%) Angular 2
1 10 (32.26%) AngularJS
1 10 (32.26%) D3.js
1 10 (32.26%) Electron Framework
1 10 (32.26%) Node.js
1 10 (32.26%) Twitter Bootstrap
2 8 (25.81%) HTML
2 8 (25.81%) HTML5
2 8 (25.81%) Polymer
2 8 (25.81%) Web Components
3 4 (12.90%) React
4 1 (3.23%) Elastic Stack
4 1 (3.23%) Grails
4 1 (3.23%) Kafka
4 1 (3.23%) RESTful
Miscellaneous
1 19 (61.29%) Computer Science
2 16 (51.61%) Algorithms
3 8 (25.81%) Video\Live Streaming
4 2 (6.45%) Mobile App
5 1 (3.23%) Greenfield Project
Operating Systems
1 20 (64.52%) Linux
2 8 (25.81%) Embedded Linux
Processes & Methodologies
1 20 (64.52%) Agile Software Development
2 16 (51.61%) Computer Vision
2 16 (51.61%) Scrum
2 16 (51.61%) Software Engineering
3 11 (35.48%) Mathematics
3 11 (35.48%) Physics
4 8 (25.81%) Front End Development
4 8 (25.81%) Machine Learning
4 8 (25.81%) Multithreading
4 8 (25.81%) Neural Network
4 8 (25.81%) Open Source
5 2 (6.45%) E-Commerce
5 2 (6.45%) OO
6 1 (3.23%) Analytics
6 1 (3.23%) DevOps
6 1 (3.23%) ITIL
6 1 (3.23%) OOP
6 1 (3.23%) System Testing
6 1 (3.23%) TDD
6 1 (3.23%) Test Automation
Programming Languages
1 17 (54.84%) C++
2 13 (41.94%) Java
3 10 (32.26%) JavaScript
3 10 (32.26%) SQL
4 9 (29.03%) C#
5 1 (3.23%) Scala
5 1 (3.23%) Shell Script
Qualifications
1 27 (87.10%) Degree
2 9 (29.03%) Computer Science Degree
3 8 (25.81%) PhD
Quality Assurance & Compliance
1 1 (3.23%) GCP
System Software
1 1 (3.23%) Docker
Systems Management
1 1 (3.23%) Kibana
Vendors
1 8 (25.81%) Google