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 3 months to 25 June 2017 with a comparison to the same period in the previous 2 years.

Python
West Midlands / Coventry
3 months to
25 Jun 2017
Same period 2016 Same period 2015
Rank 22 58 62
Rank change year-on-year +36 +4  
Permanent jobs citing Python 60 16 18
As % of all permanent IT jobs advertised in Coventry 7.85% 2.29% 2.26%
As % of the Programming Languages category 14.71% 4.85% 4.90%
Number of salaries quoted 49 13 17
Median salary £40,000 £35,000 £40,000
Median salary % change year-on-year +14.28% -12.50%  
90% offered a salary of more than £27,500 £30,000 £30,000
10% offered a salary of more than £55,000 £44,000 £50,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year - +5.88%  

Python is in the programming language skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Coventry with a requirement for programming language skills.

Programming Language Skills
Coventry
Permanent job vacancies with a requirement for programming language skills 408 330 367
As % of all permanent IT job vacancies advertised in Coventry 53.40% 47.14% 45.99%
Number of salaries quoted 348 276 335
Median salary £40,000 £37,500 £40,000
Median salary % change year-on-year +6.66% -6.25%  
90% offered a salary of more than £28,500 £26,500 £25,500
10% offered a salary of more than £55,000 £55,000 £57,500
UK excluding London median salary £42,500 £41,000 £40,000
% change year-on-year +3.65% +2.50%  

Python
Job Vacancy Trend in Coventry

The job posting trend of jobs advertised in Coventry citing Python as a proportion of all permanent or contract IT jobs with a match in the Programming Languages category.

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 3 months to 25 June 2017.

Salary histogram for Python in Coventry

For the 6 months to 25 June 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 44 (50.00%) Software Engineering
2 35 (39.77%) Agile Software Development
3 34 (38.64%) C#
4 30 (34.09%) Linux
5 29 (32.95%) C++
6 28 (31.82%) .NET
7 27 (30.68%) JavaScript
8 26 (29.55%) Git (software)
9 25 (28.41%) Degree
10 24 (27.27%) Computer Science
10 24 (27.27%) NoSQL
11 23 (26.14%) Microservices
12 22 (25.00%) MATLAB
13 21 (23.86%) ASP.NET
14 20 (22.73%) Scrum
14 20 (22.73%) AngularJS
14 20 (22.73%) Greenfield Project
15 18 (20.45%) Jenkins
15 18 (20.45%) Amazon AWS
15 18 (20.45%) MVC
16 17 (19.32%) Windows
17 16 (18.18%) F#
18 15 (17.05%) Electronics
19 14 (15.91%) Perl
19 14 (15.91%) SQL
19 14 (15.91%) PowerShell
19 14 (15.91%) Mathematics
19 14 (15.91%) Bash Shell
19 14 (15.91%) Docker
20 13 (14.77%) MongoDB

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 7 (7.95%) SAS
2 3 (3.41%) Tomcat
2 3 (3.41%) WebSphere
Applications
1 7 (7.95%) Maple
2 1 (1.14%) Microsoft Excel
2 1 (1.14%) Microsoft Office
2 1 (1.14%) Microsoft PowerPoint
2 1 (1.14%) Microsoft Project
2 1 (1.14%) MS Visio
2 1 (1.14%) SPSS
Cloud Services
1 18 (20.45%) Amazon AWS
2 8 (9.09%) Microsoft Azure
2 8 (9.09%) SaaS
Communications & Networking
1 5 (5.68%) NAS
1 5 (5.68%) SAN
2 4 (4.55%) Ethernet
2 4 (4.55%) Firewall
2 4 (4.55%) TCP/IP
3 3 (3.41%) Network Security
4 2 (2.27%) DNS
4 2 (2.27%) Internet
4 2 (2.27%) VoIP
5 1 (1.14%) Wireshark
Database & Business Intelligence
1 24 (27.27%) NoSQL
2 13 (14.77%) MongoDB
3 7 (7.95%) Apache Cassandra
4 6 (6.82%) Big Data
5 5 (5.68%) Hadoop
5 5 (5.68%) Looker
6 3 (3.41%) MySQL
7 2 (2.27%) Data Mining
7 2 (2.27%) Neo4j
7 2 (2.27%) PostgreSQL
7 2 (2.27%) RavenDB
7 2 (2.27%) SQL Server
8 1 (1.14%) Amazon DynamoDB
8 1 (1.14%) Data Lake
8 1 (1.14%) DB2
8 1 (1.14%) IBM InfoSphere
8 1 (1.14%) MariaDB
8 1 (1.14%) Relational Database
Development Applications
1 26 (29.55%) Git (software)
2 18 (20.45%) Jenkins
3 9 (10.23%) Atlassian Bamboo
3 9 (10.23%) GoCD
3 9 (10.23%) Hudson
4 7 (7.95%) LabVIEW
4 7 (7.95%) Octopus Deploy
4 7 (7.95%) TeamCity
5 5 (5.68%) Fiddler
5 5 (5.68%) MSBuild
5 5 (5.68%) Team Foundation Server
5 5 (5.68%) Visual Studio
6 4 (4.55%) Eclipse
7 3 (3.41%) Ant
7 3 (3.41%) Maven
8 1 (1.14%) Cucumber
8 1 (1.14%) FitNesse
8 1 (1.14%) JIRA
8 1 (1.14%) Selenium
8 1 (1.14%) SoapUI
General
1 15 (17.05%) Electronics
2 9 (10.23%) Retail
3 7 (7.95%) Back Office
4 3 (3.41%) Manufacturing
5 1 (1.14%) Aerospace
5 1 (1.14%) Automotive
Job Titles
1 33 (37.50%) Developer
2 27 (30.68%) Software Engineer
3 20 (22.73%) Software Developer
4 14 (15.91%) C# Software Engineer
5 13 (14.77%) Graduate
6 12 (13.64%) .NET Software Engineer
7 9 (10.23%) .NET Developer
7 9 (10.23%) .NET Software Developer
7 9 (10.23%) Architect
7 9 (10.23%) ASP.NET Developer
7 9 (10.23%) AWS Developer
8 8 (9.09%) C++ Software Engineer
8 8 (9.09%) Python Software Engineer
8 8 (9.09%) Technical Architect
9 7 (7.95%) Cloud Engineer
9 7 (7.95%) Cloud Software Engineer
9 7 (7.95%) Senior Software Engineer
10 6 (6.82%) Development Engineer
10 6 (6.82%) Graduate Development Engineer
10 6 (6.82%) Research Engineer
Libraries, Frameworks & Software Standards
1 28 (31.82%) .NET
2 21 (23.86%) ASP.NET
3 20 (22.73%) AngularJS
4 12 (13.64%) HTML
5 11 (12.50%) ASP.NET Web API
6 9 (10.23%) .NET Framework
6 9 (10.23%) ASP.NET MVC
6 9 (10.23%) Web Services
7 8 (9.09%) J2EE
8 7 (7.95%) Entity Framework
8 7 (7.95%) Natural Language Processing
8 7 (7.95%) Node.js
8 7 (7.95%) RESTful
9 5 (5.68%) Angular 2
9 5 (5.68%) CSS
10 4 (4.55%) LAMP
10 4 (4.55%) Yocto
11 3 (3.41%) Hibernate
11 3 (3.41%) React
11 3 (3.41%) Spring
Miscellaneous
1 24 (27.27%) Computer Science
2 20 (22.73%) Greenfield Project
3 7 (7.95%) Algorithms
3 7 (7.95%) User Experience
4 5 (5.68%) Mobile App
5 4 (4.55%) Management Information System
6 2 (2.27%) Internet of Things
6 2 (2.27%) Linux Command Line
7 1 (1.14%) Enterprise Software
Operating Systems
1 30 (34.09%) Linux
2 17 (19.32%) Windows
3 6 (6.82%) Android
3 6 (6.82%) Apple iOS
4 4 (4.55%) Embedded Linux
4 4 (4.55%) Red Hat Enterprise Linux
5 3 (3.41%) Kali Linux
5 3 (3.41%) Unix
6 2 (2.27%) CentOS
6 2 (2.27%) Mac OS X
6 2 (2.27%) Ubuntu
Processes & Methodologies
1 44 (50.00%) Software Engineering
2 35 (39.77%) Agile Software Development
3 23 (26.14%) Microservices
4 20 (22.73%) Scrum
5 18 (20.45%) MVC
6 14 (15.91%) Mathematics
7 13 (14.77%) Configuration Management
7 13 (14.77%) Continuous Integration
8 12 (13.64%) Physics
8 12 (13.64%) SOA
9 11 (12.50%) Mobile Development
10 9 (10.23%) E-Commerce
10 9 (10.23%) Low Latency
10 9 (10.23%) Machine Learning
11 8 (9.09%) Computer Vision
11 8 (9.09%) CRM
11 8 (9.09%) DevOps
11 8 (9.09%) Mentoring
11 8 (9.09%) TDD
12 7 (7.95%) User Stories
Programming Languages
1 34 (38.64%) C#
2 29 (32.95%) C++
3 27 (30.68%) JavaScript
4 22 (25.00%) MATLAB
5 16 (18.18%) F#
6 14 (15.91%) Bash Shell
6 14 (15.91%) Perl
6 14 (15.91%) PowerShell
6 14 (15.91%) SQL
7 11 (12.50%) Java
8 10 (11.36%) C
9 9 (10.23%) Go
10 6 (6.82%) PHP
11 4 (4.55%) Korn
11 4 (4.55%) R
11 4 (4.55%) Ruby
12 2 (2.27%) Embedded C
Qualifications
1 25 (28.41%) Degree
2 11 (12.50%) Computer Science Degree
2 11 (12.50%) PhD
3 4 (4.55%) CISSP
3 4 (4.55%) ISSEP
4 2 (2.27%) Master's Degree
5 1 (1.14%) CSQA
5 1 (1.14%) ISTQB
5 1 (1.14%) ISTQB Foundation Certification
5 1 (1.14%) Numerate Degree
Quality Assurance & Compliance
1 5 (5.68%) ISO/IEC 27001
2 4 (4.55%) MISRA
2 4 (4.55%) NIST 800
3 2 (2.27%) IEC 62304
3 2 (2.27%) MISRA C
4 1 (1.14%) IEC 61508
4 1 (1.14%) ISO 26262
4 1 (1.14%) QA
System Software
1 14 (15.91%) Docker
2 4 (4.55%) Firmware
2 4 (4.55%) VMware ESXi
Systems Management
1 11 (12.50%) Ansible
1 11 (12.50%) Opscode Chef
2 9 (10.23%) Terraform
3 7 (7.95%) Puppet
4 5 (5.68%) HP Fortify
4 5 (5.68%) Nessus
Vendors
1 11 (12.50%) Google
2 7 (7.95%) Salesforce.com
3 6 (6.82%) Xamarin
4 5 (5.68%) HP
4 5 (5.68%) NetApp
4 5 (5.68%) Veracode
5 4 (4.55%) Red Hat
6 3 (3.41%) IBM
6 3 (3.41%) Microsoft
7 1 (1.14%) MKS
7 1 (1.14%) Rockwell
7 1 (1.14%) Siemens