Period
to 21 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Northamptonshire 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 21 November 2017 with a comparison to the same period in the previous 2 years.

Python
East Midlands > Northamptonshire
6 months to
21 Nov 2017
Same period 2016 Same period 2015
Rank 35 69 102
Rank change year-on-year +34 +33 +25
Permanent jobs citing Python 57 41 28
As % of all permanent IT jobs advertised in Northamptonshire 5.22% 2.84% 1.49%
As % of the Programming Languages category 9.88% 5.73% 2.97%
Number of salaries quoted 83 88 86
Northamptonshire median annual salary £29,000 £36,000 £40,000
Median salary % change year-on-year -19.44% -10.00% -
10th Percentile £27,000 £29,250 £32,500
90th Percentile £60,750 £42,500 £52,500
East Midlands median annual salary £42,500 £42,000 £40,000
% change year-on-year +1.19% +5.00% -

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 Northamptonshire with a requirement for coding skills.

All Programming Languages
Northamptonshire
Permanent vacancies with a requirement for coding skills 577 716 943
As % of all permanent IT jobs advertised in Northamptonshire 52.89% 49.65% 50.16%
Number of salaries quoted 478 506 851
Northamptonshire median annual salary £40,000 £40,000 £40,000
10th Percentile £24,000 £23,625 £21,250
90th Percentile £65,000 £57,500 £53,750
East Midlands median annual salary £40,000 £40,000 £37,500
% change year-on-year - +6.67% -

Python
Job Vacancy Trend in Northamptonshire

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

Job vacancy trend for Python in Northamptonshire

Python
Salary Trend in Northamptonshire

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

Salary trend for Python in Northamptonshire

Python
Salary Histogram in Northamptonshire

The salary distribution of IT jobs citing Python in Northamptonshire over the 6 months to 21 November 2017.

Salary histogram for Python in Northamptonshire

Python
Job Locations in Northamptonshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Python within the Northamptonshire region over the 6 months to 21 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
Northampton +27 44 £29,000 -19.44%
Corby -11 5 £57,500 -23.33%
Kettering - 1 £32,500 -
Wellingborough - 1 £35,000 -
Brackley - 1 £57,500 -
Python
East Midlands

For the 6 months to 21 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 Northamptonshire region with a requirement for Python.

1 44 (77.19%) Degree
2 37 (64.91%) Linux
3 36 (63.16%) Computer Science
4 34 (59.65%) C++
5 31 (54.39%) Software Engineering
6 30 (52.63%) Agile Software Development
7 28 (49.12%) Computer Vision
8 27 (47.37%) Java
9 26 (45.61%) Scrum
9 26 (45.61%) Algorithms
10 25 (43.86%) GitHub
11 24 (42.11%) C#
11 24 (42.11%) Git (software)
12 22 (38.60%) Mathematics
13 21 (36.84%) Physics
14 19 (33.33%) JavaScript
15 18 (31.58%) Electronics
15 18 (31.58%) Machine Learning
16 17 (29.82%) PhD
16 17 (29.82%) Embedded Linux
17 16 (28.07%) Subversion
17 16 (28.07%) Visual Studio
17 16 (28.07%) Games
18 14 (24.56%) Computer Science Degree
18 14 (24.56%) HTML
18 14 (24.56%) SQL
19 13 (22.81%) Node.js
20 12 (21.05%) D3.js
20 12 (21.05%) MongoDB
20 12 (21.05%) AngularJS

Python
Co-occurring IT Skills in Northamptonshire 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 7 (12.28%) Apache
2 6 (10.53%) Confluence
3 5 (8.77%) JBoss
3 5 (8.77%) Tomcat
4 2 (3.51%) OpenStack
5 1 (1.75%) Elasticsearch
5 1 (1.75%) nginx
Applications
1 1 (1.75%) SOLIDWORKS
Cloud Services
1 25 (43.86%) GitHub
2 5 (8.77%) Microsoft Azure
2 5 (8.77%) SaaS
3 3 (5.26%) Amazon AWS
4 2 (3.51%) Amazon EC2
4 2 (3.51%) Amazon ELB
4 2 (3.51%) Amazon S3
4 2 (3.51%) Virtual Private Cloud
Communications & Networking
1 3 (5.26%) Internet
1 3 (5.26%) TCP/IP
2 2 (3.51%) DNS
2 2 (3.51%) Firewall
2 2 (3.51%) SNMP
2 2 (3.51%) SSH
Database & Business Intelligence
1 12 (21.05%) MongoDB
2 6 (10.53%) PostgreSQL
3 4 (7.02%) MySQL
4 2 (3.51%) Amazon RDS
5 1 (1.75%) Data Mining
5 1 (1.75%) MariaDB
Development Applications
1 24 (42.11%) Git (software)
2 16 (28.07%) Subversion
2 16 (28.07%) Visual Studio
3 10 (17.54%) Jenkins
4 7 (12.28%) JIRA
5 1 (1.75%) Bugzilla
5 1 (1.75%) TeamCity
General
1 18 (31.58%) Electronics
2 16 (28.07%) Games
3 2 (3.51%) Retail
4 1 (1.75%) Banking
4 1 (1.75%) Finance
4 1 (1.75%) Manufacturing
Job Titles
1 32 (56.14%) Developer
2 30 (52.63%) C++ Software Engineer
2 30 (52.63%) Software Engineer
3 18 (31.58%) Software Developer
4 16 (28.07%) C++ Developer
4 16 (28.07%) C++ Software Developer
4 16 (28.07%) Developer/Software Engineer
4 16 (28.07%) Graduate
4 16 (28.07%) Graduate C++ Developer
4 16 (28.07%) Graduate C++ Software Developer
4 16 (28.07%) Graduate C++ Software Engineer
4 16 (28.07%) Graduate Developer
4 16 (28.07%) Graduate Software Developer
4 16 (28.07%) Graduate Software Engineer
5 12 (21.05%) Python Software Engineer
6 11 (19.30%) JavaScript Developer
6 11 (19.30%) Senior Developer
6 11 (19.30%) Senior JavaScript Developer
7 9 (15.79%) Linux Engineer
8 8 (14.04%) Web Engineer
Libraries, Frameworks & Software Standards
1 14 (24.56%) HTML
2 13 (22.81%) Node.js
3 12 (21.05%) Angular 2
3 12 (21.05%) AngularJS
3 12 (21.05%) D3.js
3 12 (21.05%) Electron Framework
3 12 (21.05%) HTML5
3 12 (21.05%) Twitter Bootstrap
4 9 (15.79%) Polymer
4 9 (15.79%) Web Components
5 5 (8.77%) Elastic Stack
5 5 (8.77%) LAPP Stack
5 5 (8.77%) React
6 3 (5.26%) .NET
6 3 (5.26%) CSS
6 3 (5.26%) CSS3
6 3 (5.26%) Django
7 2 (3.51%) .NET Framework
7 2 (3.51%) Velocity
7 2 (3.51%) Web Services
Miscellaneous
1 36 (63.16%) Computer Science
2 26 (45.61%) Algorithms
3 9 (15.79%) Video\Live Streaming
4 5 (8.77%) Wiki
5 2 (3.51%) Mobile App
5 2 (3.51%) Replication
6 1 (1.75%) Analytical Skills
6 1 (1.75%) Augmented Reality
6 1 (1.75%) Clustering
6 1 (1.75%) Digital Media
6 1 (1.75%) Embedded Systems
6 1 (1.75%) Internet of Things
6 1 (1.75%) Linux Command Line
6 1 (1.75%) Robotics
6 1 (1.75%) Social Media
Operating Systems
1 37 (64.91%) Linux
2 17 (29.82%) Embedded Linux
3 5 (8.77%) Unix
4 2 (3.51%) Red Hat Enterprise Linux
4 2 (3.51%) Windows
4 2 (3.51%) Windows Server 2008
4 2 (3.51%) Windows Server 2012
5 1 (1.75%) CentOS
5 1 (1.75%) Ubuntu
Processes & Methodologies
1 31 (54.39%) Software Engineering
2 30 (52.63%) Agile Software Development
3 28 (49.12%) Computer Vision
4 26 (45.61%) Scrum
5 22 (38.60%) Mathematics
6 21 (36.84%) Physics
7 18 (31.58%) Machine Learning
8 10 (17.54%) Front End Development
9 9 (15.79%) Multithreading
9 9 (15.79%) Neural Network
9 9 (15.79%) Open Source
9 9 (15.79%) Web Development
10 7 (12.28%) Performance Tuning
11 6 (10.53%) Continuous Integration
11 6 (10.53%) Mentoring
12 5 (8.77%) Configuration Management
12 5 (8.77%) Release Management
12 5 (8.77%) Web Operations
13 4 (7.02%) Test Automation
14 3 (5.26%) DevOps
Programming Languages
1 34 (59.65%) C++
2 27 (47.37%) Java
3 24 (42.11%) C#
4 19 (33.33%) JavaScript
5 14 (24.56%) SQL
6 9 (15.79%) Bash Shell
7 7 (12.28%) Ruby
8 3 (5.26%) Perl
8 3 (5.26%) PHP
9 1 (1.75%) Embedded C
9 1 (1.75%) MATLAB
9 1 (1.75%) Shell Script
9 1 (1.75%) VB.NET
Qualifications
1 44 (77.19%) Degree
2 17 (29.82%) PhD
3 14 (24.56%) Computer Science Degree
4 1 (1.75%) ITIL Certification
4 1 (1.75%) Master's Degree
System Software
1 5 (8.77%) Virtual Machines
2 2 (3.51%) Firmware
2 2 (3.51%) VMware Infrastructure
2 2 (3.51%) vSphere
Systems Management
1 7 (12.28%) Puppet
2 3 (5.26%) Ansible
3 2 (3.51%) Opscode Chef
3 2 (3.51%) vCenter Server
4 1 (1.75%) Salt
4 1 (1.75%) systemd
Vendors
1 9 (15.79%) Google
2 5 (8.77%) Atlassian
3 3 (5.26%) Red Hat
4 2 (3.51%) AppDynamics
4 2 (3.51%) VMware