The table below looks at the statistics for Python skills in IT jobs advertised for the Northamptonshire region. Included is a guide to the salaries offered in IT jobs that have cited Python over the 3 months to 4 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
4 Dec 2016
Same period 2015 Same period 2014
Python
Rank 73 88 -
Rank change year-on-year
+15 -
Permanent jobs citing Python 13 5 0
As % of all permanent IT jobs located in Northamptonshire 1.69% 0.54% -
As % of the Programming Languages category 3.13% 0.96% -
Number of salaries quoted 12 5 0
Median salary £38,000 £45,000 -
Median salary % change year-on-year
-15.55% -
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%
Python
East Midlands

The following table is for comparison with the above and provides statistics for the entire Programming Languages category in permanent jobs advertised in the Northamptonshire region.

Programming Languages Category
Northamptonshire
Permanent IT job ads with a match in the
Programming Languages category
416 520 480
As % of all permanent IT jobs located in Northamptonshire 53.96% 56.16% 46.97%
Number of salaries quoted 301 443 455
Median salary £42,500 £40,000 £38,500
Median salary % change year-on-year
+6.25% +3.89%
90% offered a salary of more than £28,500 £22,500 £29,500
10% offered a salary of more than £55,000 £47,500 £47,500
UK excluding London median salary £42,500 £40,000 £40,000
% change year-on-year
+6.25% -

Python
Jobs Demand Trend in Northamptonshire

The demand trend of job ads across the Northamptonshire region citing Python as a proportion of all IT jobs with a match in the Programming Languages category.

Python Jobs Demand Trend in Northamptonshire

Python
Salary Trend in Northamptonshire

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

Python Salary Trend in Northamptonshire

Python
Salary Histogram in Northamptonshire

This chart provides a salary histogram for IT jobs citing Python across the Northamptonshire region over the 3 months to 4 December 2016.

Python Salary Histogram 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 3 months to 4 December 2016. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Northampton +21 10 £38,500 +6.20%
Python
East Midlands

Python
Top 30 Related IT Skills in Northamptonshire

For the 6 months to 4 December 2016, 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 29 (80.56%) Software Engineering
2 27 (75.00%) C++
3 25 (69.44%) Linux
4 23 (63.89%) Degree
4 23 (63.89%) Bash Shell
5 22 (61.11%) Scrum
5 22 (61.11%) Agile Software Development
5 22 (61.11%) Embedded Linux
6 21 (58.33%) TCP/IP
7 17 (47.22%) Physics
8 13 (36.11%) Embedded Software Development
9 12 (33.33%) Yocto
10 11 (30.56%) Jenkins
10 11 (30.56%) Git (software)
11 8 (22.22%) Electronics
11 8 (22.22%) PhD
11 8 (22.22%) Firmware
11 8 (22.22%) .NET
11 8 (22.22%) Mathematics
12 7 (19.44%) Open Source
12 7 (19.44%) SQL
13 6 (16.67%) JavaScript
13 6 (16.67%) HTML
13 6 (16.67%) C#
13 6 (16.67%) SaaS
13 6 (16.67%) Computer Science
14 5 (13.89%) Entity Framework
14 5 (13.89%) Java
14 5 (13.89%) ASP.NET
14 5 (13.89%) .NET Framework

Python
Top Related 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 2 (5.56%) SAS
2 1 (2.78%) Apache Spark
Applications
1 3 (8.33%) MS Excel
Business Applications
1 1 (2.78%) Dynamics CRM
Cloud Services
1 6 (16.67%) SaaS
2 2 (5.56%) Amazon AWS
2 2 (5.56%) GitHub
2 2 (5.56%) Microsoft Azure
3 1 (2.78%) Amazon EC2
3 1 (2.78%) Amazon S3
3 1 (2.78%) AWS Lambda
3 1 (2.78%) Office 365
Communications & Networking
1 21 (58.33%) TCP/IP
Database & Business Intelligence
1 2 (5.56%) MySQL
2 1 (2.78%) Amazon Redshift
2 1 (2.78%) Big Data
2 1 (2.78%) Hadoop
2 1 (2.78%) MongoDB
2 1 (2.78%) NoSQL
2 1 (2.78%) Parquet
2 1 (2.78%) QlikView
2 1 (2.78%) SQL Server
Development Applications
1 11 (30.56%) Git (software)
1 11 (30.56%) Jenkins
2 2 (5.56%) Appium
2 2 (5.56%) Cucumber
2 2 (5.56%) JUnit
2 2 (5.56%) Ranorex
2 2 (5.56%) Selenium
2 2 (5.56%) SoapUI
3 1 (2.78%) JIRA
3 1 (2.78%) Subversion
General
1 8 (22.22%) Electronics
2 2 (5.56%) Games
3 1 (2.78%) Publishing
Job Titles
1 25 (69.44%) Software Engineer
2 15 (41.67%) Embedded Engineer
3 14 (38.89%) Embedded Software Engineer
3 14 (38.89%) Linux Engineer
4 12 (33.33%) Embedded Linux Engineer
5 11 (30.56%) C++ Software Engineer
5 11 (30.56%) Embedded Linux Software Engineer
6 5 (13.89%) .NET Software Engineer
6 5 (13.89%) C# Software Engineer
6 5 (13.89%) Cloud Engineer
6 5 (13.89%) Cloud Software Engineer
7 4 (11.11%) Developer
8 3 (8.33%) Analyst
9 2 (5.56%) Automation Test Lead
9 2 (5.56%) Consultant
9 2 (5.56%) Linux Support
9 2 (5.56%) Support Analyst
9 2 (5.56%) Test Automation Consultant
9 2 (5.56%) Test Consultant
10 1 (2.78%) Cloud Developer
Libraries, Frameworks & Software Standards
1 12 (33.33%) Yocto
2 8 (22.22%) .NET
3 6 (16.67%) HTML
4 5 (13.89%) .NET Framework
4 5 (13.89%) ASP.NET
4 5 (13.89%) Entity Framework
5 1 (2.78%) AngularJS
5 1 (2.78%) CSS
5 1 (2.78%) CSS3
5 1 (2.78%) Django
5 1 (2.78%) ELK Stack
5 1 (2.78%) HTML5
5 1 (2.78%) jQuery
Miscellaneous
1 17 (47.22%) Physics
2 8 (22.22%) Mathematics
3 6 (16.67%) Computer Science
4 4 (11.11%) Algorithms
4 4 (11.11%) Enterprise Software
5 2 (5.56%) Analytical Skills
5 2 (5.56%) Device Driver
6 1 (2.78%) Hybrid Cloud
6 1 (2.78%) Private Cloud
6 1 (2.78%) Public Cloud
6 1 (2.78%) Visualisation
Operating Systems
1 25 (69.44%) Linux
2 22 (61.11%) Embedded Linux
3 2 (5.56%) SUSE Linux Enterprise Server
4 1 (2.78%) Android
4 1 (2.78%) Apple iOS
4 1 (2.78%) Red Hat Enterprise Linux
4 1 (2.78%) Unix
Processes & Methodologies
1 29 (80.56%) Software Engineering
2 22 (61.11%) Agile Software Development
2 22 (61.11%) Scrum
3 13 (36.11%) Embedded Software Development
4 7 (19.44%) Open Source
5 5 (13.89%) Computer Vision
6 2 (5.56%) ITIL
6 2 (5.56%) Line Management
6 2 (5.56%) Mentoring
6 2 (5.56%) Software Testing
6 2 (5.56%) Test Automation
7 1 (2.78%) Analytics
7 1 (2.78%) Big Data Analytics
7 1 (2.78%) Business Intelligence
7 1 (2.78%) Configuration Management
7 1 (2.78%) CRM
7 1 (2.78%) Data Analytics
7 1 (2.78%) E-Commerce
7 1 (2.78%) ETL
7 1 (2.78%) Web Application Development
Programming Languages
1 27 (75.00%) C++
2 23 (63.89%) Bash Shell
3 7 (19.44%) SQL
4 6 (16.67%) C#
4 6 (16.67%) JavaScript
5 5 (13.89%) Java
6 2 (5.56%) C
6 2 (5.56%) C-shell
6 2 (5.56%) Perl
6 2 (5.56%) PHP
6 2 (5.56%) Scala
6 2 (5.56%) Shell Script
6 2 (5.56%) VBA
7 1 (2.78%) Embedded C++
7 1 (2.78%) R
Qualifications
1 23 (63.89%) Degree
2 8 (22.22%) PhD
Quality Assurance & Compliance
1 1 (2.78%) QA
System Software
1 8 (22.22%) Firmware
2 2 (5.56%) KVM
2 2 (5.56%) Xen
3 1 (2.78%) vCloud
3 1 (2.78%) Virtual Machines
Systems Management
1 3 (8.33%) Ansible
1 3 (8.33%) Puppet
2 1 (2.78%) Opscode Chef
2 1 (2.78%) Salt
Vendors
1 3 (8.33%) Microsoft
1 3 (8.33%) VMware
2 2 (5.56%) Citrix
2 2 (5.56%) Red Hat
3 1 (2.78%) Oracle
3 1 (2.78%) ServiceNow
3 1 (2.78%) Tableau
3 1 (2.78%) Teradata