Period
to 13 December 2017

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 13 December 2017 with a comparison to the same period in the previous 2 years.

Python
Northamptonshire > Northampton
6 months to
13 Dec 2017
Same period 2016 Same period 2015
Rank 32 69 101
Rank change year-on-year +37 +32 +11
Permanent jobs citing Python 44 26 13
As % of all permanent IT jobs advertised in Northampton 6.32% 2.65% 0.93%
As % of the Programming Languages category 12.29% 5.63% 1.91%
Number of salaries quoted 71 68 37
Northampton median annual salary £29,000 £36,000 £37,500
Median salary % change year-on-year -19.44% -4.00% -6.25%
10th Percentile £27,000 £32,500 £32,500
90th Percentile £56,250 £42,500 £42,500
Northamptonshire median annual salary £29,000 £36,000 £40,000
% change year-on-year -19.44% -10.00% +6.67%

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 358 462 679
As % of all permanent IT jobs advertised in Northampton 51.44% 47.14% 48.50%
Number of salaries quoted 281 310 612
Northampton median annual salary £37,000 £41,500 £39,000
Median salary % change year-on-year -10.84% +6.41% +1.30%
10th Percentile £21,250 £27,500 £21,250
90th Percentile £67,500 £57,500 £53,675
Northamptonshire median annual salary £40,000 £40,000 £39,500
% change year-on-year - +1.27% +3.95%

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 13 December 2017.

Salary histogram for Python in Northampton

For the 6 months to 13 December 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 Northampton region with a requirement for Python.

1 41 (93.18%) Degree
2 33 (75.00%) Computer Science
3 31 (70.45%) C++
4 30 (68.18%) Software Engineering
5 28 (63.64%) Agile Software Development
5 28 (63.64%) Linux
5 28 (63.64%) Computer Vision
6 25 (56.82%) GitHub
6 25 (56.82%) Algorithms
6 25 (56.82%) Scrum
7 23 (52.27%) Java
8 22 (50.00%) C#
9 19 (43.18%) Mathematics
9 19 (43.18%) Physics
10 16 (36.36%) PhD
10 16 (36.36%) Visual Studio
10 16 (36.36%) Electronics
10 16 (36.36%) Games
10 16 (36.36%) Subversion
10 16 (36.36%) Embedded Linux
10 16 (36.36%) Git (software)
10 16 (36.36%) Machine Learning
11 15 (34.09%) Computer Science Degree
11 15 (34.09%) JavaScript
12 14 (31.82%) HTML
13 12 (27.27%) SQL
13 12 (27.27%) HTML5
14 10 (22.73%) MongoDB
14 10 (22.73%) Electron Framework
14 10 (22.73%) Angular 2

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 25 (56.82%) GitHub
2 2 (4.55%) SaaS
3 1 (2.27%) Amazon AWS
Database & Business Intelligence
1 10 (22.73%) MongoDB
2 1 (2.27%) MySQL
2 1 (2.27%) PostgreSQL
Development Applications
1 16 (36.36%) Git (software)
1 16 (36.36%) Subversion
1 16 (36.36%) Visual Studio
General
1 16 (36.36%) Electronics
1 16 (36.36%) Games
2 1 (2.27%) Banking
2 1 (2.27%) Retail
Job Titles
1 30 (68.18%) C++ Software Engineer
1 30 (68.18%) Developer
1 30 (68.18%) Software Engineer
2 17 (38.64%) C++ Developer
2 17 (38.64%) Graduate
2 17 (38.64%) Graduate C++ Developer
2 17 (38.64%) Graduate Developer
3 16 (36.36%) C++ Software Developer
3 16 (36.36%) Developer/Software Engineer
3 16 (36.36%) Graduate C++ Software Developer
3 16 (36.36%) Graduate C++ Software Engineer
3 16 (36.36%) Graduate Software Developer
3 16 (36.36%) Graduate Software Engineer
3 16 (36.36%) Software Developer
4 12 (27.27%) Python Software Engineer
5 10 (22.73%) JavaScript Developer
5 10 (22.73%) Senior Developer
5 10 (22.73%) Senior JavaScript Developer
6 9 (20.45%) Linux Engineer
7 5 (11.36%) C# Software Engineer
Libraries, Frameworks & Software Standards
1 14 (31.82%) HTML
2 12 (27.27%) HTML5
3 10 (22.73%) Angular 2
3 10 (22.73%) AngularJS
3 10 (22.73%) D3.js
3 10 (22.73%) Electron Framework
3 10 (22.73%) Node.js
3 10 (22.73%) Twitter Bootstrap
4 9 (20.45%) Polymer
4 9 (20.45%) Web Components
5 4 (9.09%) React
6 3 (6.82%) CSS
6 3 (6.82%) CSS3
6 3 (6.82%) Django
7 2 (4.55%) .NET
7 2 (4.55%) .NET Framework
7 2 (4.55%) ASP.NET
7 2 (4.55%) Entity Framework
8 1 (2.27%) Grails
Miscellaneous
1 33 (75.00%) Computer Science
2 25 (56.82%) Algorithms
3 9 (20.45%) Video\Live Streaming
4 2 (4.55%) Mobile App
5 1 (2.27%) Greenfield Project
Operating Systems
1 28 (63.64%) Linux
2 16 (36.36%) Embedded Linux
Processes & Methodologies
1 30 (68.18%) Software Engineering
2 28 (63.64%) Agile Software Development
2 28 (63.64%) Computer Vision
3 25 (56.82%) Scrum
4 19 (43.18%) Mathematics
4 19 (43.18%) Physics
5 16 (36.36%) Machine Learning
6 9 (20.45%) Front End Development
6 9 (20.45%) Multithreading
6 9 (20.45%) Neural Network
6 9 (20.45%) Open Source
7 3 (6.82%) Web Development
8 2 (4.55%) E-Commerce
8 2 (4.55%) OO
9 1 (2.27%) OOP
9 1 (2.27%) SDLC
Programming Languages
1 31 (70.45%) C++
2 23 (52.27%) Java
3 22 (50.00%) C#
4 15 (34.09%) JavaScript
5 12 (27.27%) SQL
6 1 (2.27%) Scala
6 1 (2.27%) Shell Script
Qualifications
1 41 (93.18%) Degree
2 16 (36.36%) PhD
3 15 (34.09%) Computer Science Degree
Vendors
1 9 (20.45%) Google