Period
to 17 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Coventry 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 17 November 2017 with a comparison to the same period in the previous 2 years.

Python
West Midlands > Coventry
6 months to
17 Nov 2017
Same period 2016 Same period 2015
Rank 37 62 67
Rank change year-on-year +25 +5 -24
Permanent jobs citing Python 70 55 41
As % of all permanent IT jobs advertised in Coventry 5.28% 3.83% 2.83%
As % of the Programming Languages category 10.59% 8.03% 5.90%
Number of salaries quoted 91 102 73
Coventry median annual salary £35,000 £36,000 £40,000
Median salary % change year-on-year -2.78% -10.00% +14.29%
10th Percentile £27,000 £27,500 £30,700
90th Percentile £60,000 £50,000 £50,500
West Midlands median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - +14.29%

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 Coventry with a requirement for coding skills.

All Programming Languages
Coventry
Permanent vacancies with a requirement for coding skills 661 685 695
As % of all permanent IT jobs advertised in Coventry 49.81% 47.74% 48.03%
Number of salaries quoted 543 574 619
Coventry median annual salary £40,000 £39,000 £40,000
Median salary % change year-on-year +2.56% -2.50% +6.67%
10th Percentile £27,000 £25,000 £26,250
90th Percentile £60,000 £57,500 £55,000
West Midlands median annual salary £40,000 £37,500 £37,500
% change year-on-year +6.67% - -

Python
Job Vacancy Trend in Coventry

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

Job vacancy trend for Python in Coventry

Python
Salary Trend in Coventry

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

Salary trend for Python in Coventry

Python
Salary Histogram in Coventry

The salary distribution of IT jobs citing Python in Coventry over the 6 months to 17 November 2017.

Salary histogram for Python in Coventry

For the 6 months to 17 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 Coventry region with a requirement for Python.

1 30 (42.86%) C#
2 27 (38.57%) Linux
3 26 (37.14%) Agile Software Development
3 26 (37.14%) HTML
4 24 (34.29%) JavaScript
5 23 (32.86%) C++
6 21 (30.00%) Software Engineering
6 21 (30.00%) Degree
7 18 (25.71%) .NET
8 17 (24.29%) Computer Science
8 17 (24.29%) Google
8 17 (24.29%) AngularJS
9 16 (22.86%) NoSQL
10 15 (21.43%) MATLAB
10 15 (21.43%) MVC
10 15 (21.43%) Perl
10 15 (21.43%) F#
11 14 (20.00%) Bash Shell
11 14 (20.00%) NetApp
11 14 (20.00%) Computer Science Degree
12 13 (18.57%) Mobile Development
12 13 (18.57%) SQL Server
12 13 (18.57%) CSS
12 13 (18.57%) HTML5
12 13 (18.57%) ASP.NET Web API
13 12 (17.14%) C
13 12 (17.14%) Microsoft
13 12 (17.14%) Computer Vision
14 11 (15.71%) .NET Framework
15 10 (14.29%) Git (software)

Python
Co-occurring IT Skills in Coventry 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 10 (14.29%) Apache
2 4 (5.71%) SAS
3 2 (2.86%) Apache Spark
3 2 (2.86%) Confluence
4 1 (1.43%) Apache Pig
4 1 (1.43%) JBoss
4 1 (1.43%) SharePoint
4 1 (1.43%) WebLogic
4 1 (1.43%) WebSphere
4 1 (1.43%) WordPress
Applications
1 4 (5.71%) Microsoft Office
2 3 (4.29%) Microsoft Excel
2 3 (4.29%) Microsoft PowerPoint
3 2 (2.86%) Microsoft Project
3 2 (2.86%) MS Visio
4 1 (1.43%) SPSS
Business Applications
1 1 (1.43%) Dynamics CRM
Cloud Services
1 10 (14.29%) GitHub
2 6 (8.57%) Amazon AWS
2 6 (8.57%) Microsoft Azure
3 2 (2.86%) SaaS
4 1 (1.43%) Bluemix
4 1 (1.43%) IBM Cloud
Communications & Networking
1 8 (11.43%) DHCP
1 8 (11.43%) DNS
2 6 (8.57%) NAS
2 6 (8.57%) SAN
3 5 (7.14%) Ethernet
3 5 (7.14%) Firewall
4 3 (4.29%) Network Security
5 2 (2.86%) VoIP
6 1 (1.43%) 802.11
6 1 (1.43%) Internet
6 1 (1.43%) TCP/IP
6 1 (1.43%) Wi-Fi
6 1 (1.43%) Wireshark
Database & Business Intelligence
1 16 (22.86%) NoSQL
2 13 (18.57%) SQL Server
3 8 (11.43%) Hadoop
4 7 (10.00%) MongoDB
5 6 (8.57%) Big Data
5 6 (8.57%) Looker
5 6 (8.57%) RavenDB
6 5 (7.14%) MySQL
6 5 (7.14%) Neo4j
7 4 (5.71%) Relational Database
8 2 (2.86%) PostgreSQL
9 1 (1.43%) Apache Hive
9 1 (1.43%) Data Lake
9 1 (1.43%) Data Warehouse
9 1 (1.43%) MariaDB
9 1 (1.43%) Oracle Database
9 1 (1.43%) Spark SQL
Development Applications
1 10 (14.29%) Git (software)
2 7 (10.00%) JIRA
2 7 (10.00%) TeamCity
3 6 (8.57%) Eclipse
3 6 (8.57%) Fiddler
3 6 (8.57%) Octopus Deploy
3 6 (8.57%) Subversion
4 4 (5.71%) Redmine
5 3 (4.29%) Visual Studio
6 2 (2.86%) Jenkins
6 2 (2.86%) Maven
7 1 (1.43%) Cucumber
7 1 (1.43%) gulp
7 1 (1.43%) Selenium
7 1 (1.43%) Vagrant
7 1 (1.43%) webpack
General
1 5 (7.14%) Electronics
2 2 (2.86%) Aerospace
2 2 (2.86%) Banking
2 2 (2.86%) Telecoms
3 1 (1.43%) Automotive
3 1 (1.43%) Finance
3 1 (1.43%) Manufacturing
Job Titles
1 27 (38.57%) Developer
2 19 (27.14%) Software Engineer
3 16 (22.86%) Software Developer
4 14 (20.00%) C++ Software Engineer
5 12 (17.14%) Python Software Engineer
6 10 (14.29%) Senior Developer
7 9 (12.86%) C# Software Engineer
7 9 (12.86%) Linux Engineer
8 8 (11.43%) Python Developer
8 8 (11.43%) Senior Python Developer
9 7 (10.00%) .NET Developer
9 7 (10.00%) .NET Software Developer
10 6 (8.57%) C# Developer
10 6 (8.57%) C# Software Developer
11 5 (7.14%) .NET Software Engineer
11 5 (7.14%) Applications Engineer
11 5 (7.14%) Architect
11 5 (7.14%) ASP.NET Developer
11 5 (7.14%) Head of Architecture
11 5 (7.14%) Head of Security
Libraries, Frameworks & Software Standards
1 26 (37.14%) HTML
2 18 (25.71%) .NET
3 17 (24.29%) AngularJS
4 13 (18.57%) ASP.NET Web API
4 13 (18.57%) CSS
4 13 (18.57%) HTML5
5 11 (15.71%) .NET Framework
6 10 (14.29%) ASP.NET
7 9 (12.86%) Polymer
7 9 (12.86%) Web Components
8 8 (11.43%) RabbitMQ
9 5 (7.14%) ASP.NET MVC
10 4 (5.71%) CSS3
11 3 (4.29%) Django
12 2 (2.86%) Angular 2
12 2 (2.86%) Entity Framework
12 2 (2.86%) Hibernate
12 2 (2.86%) Spring
12 2 (2.86%) Web Services
13 1 (1.43%) Yocto
Miscellaneous
1 17 (24.29%) Computer Science
2 9 (12.86%) Algorithms
2 9 (12.86%) Video\Live Streaming
3 6 (8.57%) Management Information System
4 5 (7.14%) Greenfield Project
5 2 (2.86%) Enterprise Software
6 1 (1.43%) Driving Licence
6 1 (1.43%) Field-Programmable Gate Array
6 1 (1.43%) Private Cloud
6 1 (1.43%) Public Cloud
6 1 (1.43%) Verilog
6 1 (1.43%) VHDL
Operating Systems
1 27 (38.57%) Linux
2 4 (5.71%) Windows
3 3 (4.29%) Android
3 3 (4.29%) Apple iOS
3 3 (4.29%) Kali Linux
3 3 (4.29%) Unix
4 1 (1.43%) Embedded Linux
4 1 (1.43%) Windows Server
Processes & Methodologies
1 26 (37.14%) Agile Software Development
2 21 (30.00%) Software Engineering
3 15 (21.43%) MVC
4 13 (18.57%) Mobile Development
5 12 (17.14%) Computer Vision
6 10 (14.29%) Front End Development
6 10 (14.29%) OO
6 10 (14.29%) Scrum
7 9 (12.86%) Multithreading
7 9 (12.86%) Neural Network
7 9 (12.86%) OOP
7 9 (12.86%) Open Source
8 8 (11.43%) Machine Learning
8 8 (11.43%) Mathematics
8 8 (11.43%) Microservices
9 7 (10.00%) Artificial Intelligence
9 7 (10.00%) Security Architecture
9 7 (10.00%) Test Automation
9 7 (10.00%) Waterfall
10 6 (8.57%) Continuous Integration
Programming Languages
1 30 (42.86%) C#
2 24 (34.29%) JavaScript
3 23 (32.86%) C++
4 15 (21.43%) F#
4 15 (21.43%) MATLAB
4 15 (21.43%) Perl
5 14 (20.00%) Bash Shell
6 12 (17.14%) C
7 10 (14.29%) Java
8 9 (12.86%) R
9 8 (11.43%) SQL
10 7 (10.00%) PowerShell
11 3 (4.29%) PHP
12 2 (2.86%) PL/SQL
13 1 (1.43%) Embedded C
13 1 (1.43%) ES6
13 1 (1.43%) Ruby
13 1 (1.43%) VB
13 1 (1.43%) VB.NET
13 1 (1.43%) XPath
Qualifications
1 21 (30.00%) Degree
2 14 (20.00%) Computer Science Degree
3 5 (7.14%) CISSP
3 5 (7.14%) ISSEP
4 3 (4.29%) Security Cleared
5 2 (2.86%) HND
6 1 (1.43%) PhD
6 1 (1.43%) SC Cleared
Quality Assurance & Compliance
1 6 (8.57%) ISO/IEC 27001
2 5 (7.14%) NIST 800
3 2 (2.86%) MISRA
4 1 (1.43%) IEC 62304
4 1 (1.43%) ISO 13485
4 1 (1.43%) ISO 26262
4 1 (1.43%) MISRA C
System Software
1 8 (11.43%) Samba
1 8 (11.43%) Squid
2 5 (7.14%) VMware ESXi
3 3 (4.29%) Docker
4 1 (1.43%) Firmware
Systems Management
1 6 (8.57%) HP Fortify
1 6 (8.57%) Nessus
2 4 (5.71%) Ansible
2 4 (5.71%) Puppet
3 2 (2.86%) Opscode Chef
4 1 (1.43%) Mesos
Vendors
1 17 (24.29%) Google
2 14 (20.00%) NetApp
3 12 (17.14%) Microsoft
4 7 (10.00%) Oracle
4 7 (10.00%) Veracode
5 6 (8.57%) HP
6 4 (5.71%) MKS
7 3 (4.29%) Xamarin
8 2 (2.86%) IBM
8 2 (2.86%) Reuters
9 1 (1.43%) AppDynamics
9 1 (1.43%) Black Duck
9 1 (1.43%) EMC
9 1 (1.43%) MuleSoft
9 1 (1.43%) SAP
9 1 (1.43%) SolarWinds
9 1 (1.43%) TIBCO
9 1 (1.43%) WSO2