Period
to 19 June 2018

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 19 June 2018 with a comparison to the same period in the previous 2 years.

Python
West Midlands > Coventry
6 months to
19 Jun 2018
Same period 2017 Same period 2016
Rank 47 28 72
Rank change year-on-year -19 +44 +1
Permanent jobs citing Python 65 93 43
As % of all permanent IT jobs advertised in Coventry 4.92% 7.14% 2.89%
As % of the Programming Languages category 9.88% 13.72% 6.16%
Number of salaries quoted 39 118 55
Coventry median annual salary £47,500 £40,000 £37,500
Median salary % change year-on-year +18.75% +6.67% -6.25%
10th Percentile £37,500 £26,250 £27,500
90th Percentile £58,750 £61,250 £45,750
West Midlands median annual salary £47,000 £40,000 £45,000
% change year-on-year +17.50% -11.11% +9.09%

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 658 678 698
As % of all permanent IT jobs advertised in Coventry 49.85% 52.07% 46.88%
Number of salaries quoted 554 599 600
Coventry median annual salary £45,000 £40,000 £40,000
Median salary % change year-on-year +12.50% - -
10th Percentile £28,500 £27,350 £25,000
90th Percentile £58,750 £61,250 £57,500
West Midlands median annual salary £41,500 £40,000 £38,500
% change year-on-year +3.75% +3.90% +2.67%

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 19 June 2018.

Salary histogram for Python in Coventry

For the 6 months to 19 June 2018, IT jobs citing Python also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Coventry region with a requirement for Python.

1 36 (55.38%) JavaScript
2 31 (47.69%) Agile Software Development
3 29 (44.62%) Linux
4 26 (40.00%) Java
5 25 (38.46%) SQL
6 23 (35.38%) CRM
7 21 (32.31%) Git (software)
8 20 (30.77%) Test Automation
8 20 (30.77%) User Experience
8 20 (30.77%) Microservices
8 20 (30.77%) Software Engineering
8 20 (30.77%) Retail
8 20 (30.77%) PostgreSQL
9 19 (29.23%) HTML
10 18 (27.69%) Jenkins
11 17 (26.15%) Docker
11 17 (26.15%) Perl
12 16 (24.62%) PHP
12 16 (24.62%) TDD
12 16 (24.62%) Amazon AWS
12 16 (24.62%) Degree
13 15 (23.08%) NoSQL
14 14 (21.54%) Problem-Solving
14 14 (21.54%) Scrum
14 14 (21.54%) Continuous Integration
15 13 (20.00%) RESTful
15 13 (20.00%) Machine Learning
15 13 (20.00%) Artificial Intelligence
15 13 (20.00%) Ruby
15 13 (20.00%) CSS

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 (15.38%) Apache
2 1 (1.54%) Apache Spark
Applications
1 8 (12.31%) Adobe Illustrator
1 8 (12.31%) Photoshop
2 5 (7.69%) Chatbot
3 1 (1.54%) Microsoft Excel
3 1 (1.54%) Simulink
Cloud Services
1 16 (24.62%) Amazon AWS
2 9 (13.85%) SaaS
3 6 (9.23%) Heroku
4 3 (4.62%) Microsoft Azure
5 2 (3.08%) GitHub
6 1 (1.54%) Google Cloud Platform
6 1 (1.54%) IaaS
6 1 (1.54%) PaaS
Communications & Networking
1 11 (16.92%) Firewall
2 8 (12.31%) Broadband
3 7 (10.77%) HTTP
3 7 (10.77%) Internet
4 6 (9.23%) DNS
5 5 (7.69%) DHCP
6 2 (3.08%) TCP/IP
7 1 (1.54%) FTP
7 1 (1.54%) ICMP
7 1 (1.54%) Intrusion Detection
7 1 (1.54%) Kerberos
7 1 (1.54%) MPLS
7 1 (1.54%) SMTP
7 1 (1.54%) SNMP
7 1 (1.54%) SSH
7 1 (1.54%) SSL
7 1 (1.54%) tcpdump
7 1 (1.54%) VPN
7 1 (1.54%) WAN
7 1 (1.54%) Wireshark
Database & Business Intelligence
1 20 (30.77%) PostgreSQL
2 15 (23.08%) NoSQL
3 12 (18.46%) Data Mining
3 12 (18.46%) MongoDB
3 12 (18.46%) MySQL
4 7 (10.77%) SQL Server
5 2 (3.08%) Amazon DynamoDB
5 2 (3.08%) Big Data
5 2 (3.08%) Relational Database
6 1 (1.54%) Amazon RDS
6 1 (1.54%) Data Lake
6 1 (1.54%) Hadoop
Development Applications
1 21 (32.31%) Git (software)
2 18 (27.69%) Jenkins
3 7 (10.77%) Cucumber
3 7 (10.77%) Selenium
4 6 (9.23%) Oracle APEX
4 6 (9.23%) Subversion
5 5 (7.69%) Robot Framework
5 5 (7.69%) WebDriver
6 2 (3.08%) JUnit
6 2 (3.08%) Maven
6 2 (3.08%) SoapUI
7 1 (1.54%) Burp Suite
7 1 (1.54%) Concordion
7 1 (1.54%) Eclipse
7 1 (1.54%) FitNesse
7 1 (1.54%) GDB
7 1 (1.54%) JIRA
7 1 (1.54%) Metasploit
7 1 (1.54%) Redmine
7 1 (1.54%) VSS/SourceSafe
General
1 20 (30.77%) Retail
2 12 (18.46%) Back Office
3 8 (12.31%) Marketing
4 7 (10.77%) Manufacturing
5 4 (6.15%) Automotive
6 2 (3.08%) Games
7 1 (1.54%) Aerospace
7 1 (1.54%) Electronics
Job Titles
1 15 (23.08%) Developer
1 15 (23.08%) Python Engineer
2 11 (16.92%) Software Engineer
3 8 (12.31%) DevOps Engineer
3 8 (12.31%) Full Stack Developer
3 8 (12.31%) Full Stack Web Developer
3 8 (12.31%) Senior Software Engineer
3 8 (12.31%) Web Developer
4 7 (10.77%) Python Software Engineer
4 7 (10.77%) Test Engineer
5 6 (9.23%) .NET Developer
5 6 (9.23%) .NET Web Developer
5 6 (9.23%) ASP.NET Developer
5 6 (9.23%) Test Automation Engineer
6 5 (7.69%) Senior Developer
6 5 (7.69%) Senior Test Automation Engineer
6 5 (7.69%) Senior Test Engineer
6 5 (7.69%) Technical Specialist
7 4 (6.15%) Python Developer
7 4 (6.15%) Senior Python Developer
Libraries, Frameworks & Software Standards
1 19 (29.23%) HTML
2 13 (20.00%) CSS
2 13 (20.00%) RESTful
3 12 (18.46%) Django
3 12 (18.46%) Flask
3 12 (18.46%) Natural Language Processing
3 12 (18.46%) Node.js
3 12 (18.46%) React
4 9 (13.85%) .NET
5 8 (12.31%) .NET Framework
5 8 (12.31%) ASP.NET
5 8 (12.31%) jQuery
6 6 (9.23%) Ajax
7 5 (7.69%) JSON
8 3 (4.62%) Java EE
8 3 (4.62%) Spring
9 2 (3.08%) Apache Camel
9 2 (3.08%) Classic ASP
9 2 (3.08%) Flash
9 2 (3.08%) Hibernate
Miscellaneous
1 20 (30.77%) User Experience
2 12 (18.46%) Linux Command Line
3 9 (13.85%) Analytical Skills
4 8 (12.31%) Graphic Design
4 8 (12.31%) Self-Motivation
5 4 (6.15%) Industry 4.0
6 3 (4.62%) Computer Science
7 2 (3.08%) Public Cloud
8 1 (1.54%) Cloud Native
8 1 (1.54%) Embedded Systems
8 1 (1.54%) Enterprise Software
8 1 (1.54%) Management Information System
8 1 (1.54%) Private Cloud
Operating Systems
1 29 (44.62%) Linux
2 8 (12.31%) Unix
3 6 (9.23%) Windows
4 1 (1.54%) Kali Linux
4 1 (1.54%) Windows Server
Processes & Methodologies
1 31 (47.69%) Agile Software Development
2 23 (35.38%) CRM
3 20 (30.77%) Microservices
3 20 (30.77%) Software Engineering
3 20 (30.77%) Test Automation
4 16 (24.62%) TDD
5 14 (21.54%) Continuous Integration
5 14 (21.54%) Problem-Solving
5 14 (21.54%) Scrum
6 13 (20.00%) Artificial Intelligence
6 13 (20.00%) Machine Learning
7 12 (18.46%) Mentoring
7 12 (18.46%) SOA
7 12 (18.46%) Software Testing
7 12 (18.46%) Speech Recognition
7 12 (18.46%) Unit Testing
7 12 (18.46%) User Stories
8 9 (13.85%) Analytics
8 9 (13.85%) Open Source
9 8 (12.31%) Kanban
Programming Languages
1 36 (55.38%) JavaScript
2 26 (40.00%) Java
3 25 (38.46%) SQL
4 17 (26.15%) Perl
5 16 (24.62%) PHP
6 13 (20.00%) Ruby
7 11 (16.92%) Bash Shell
8 10 (15.38%) C#
9 8 (12.31%) C
10 6 (9.23%) Apex Code
11 5 (7.69%) C++
12 3 (4.62%) Shell Script
13 2 (3.08%) MATLAB
13 2 (3.08%) PowerShell
14 1 (1.54%) Embedded C
14 1 (1.54%) Scala
Qualifications
1 16 (24.62%) Degree
2 5 (7.69%) ISEB
2 5 (7.69%) ISTQB
3 3 (4.62%) Computer Science Degree
3 3 (4.62%) Master's Degree
Quality Assurance & Compliance
1 4 (6.15%) QA
2 1 (1.54%) GCP
2 1 (1.54%) IEC 62304
System Software
1 17 (26.15%) Docker
2 4 (6.15%) Samba
2 4 (6.15%) Squid
3 3 (4.62%) VMware Infrastructure
4 1 (1.54%) Active Directory
Systems Management
1 12 (18.46%) Marathon
2 6 (9.23%) Opscode Chef
3 5 (7.69%) Ansible
3 5 (7.69%) Terraform
4 4 (6.15%) Kubernetes
4 4 (6.15%) Puppet
5 1 (1.54%) CASB
5 1 (1.54%) FortiGate
5 1 (1.54%) Nmap
5 1 (1.54%) Single Sign-On
5 1 (1.54%) Systems Management Server (SMS)
Vendors
1 8 (12.31%) Adobe
2 7 (10.77%) Oracle
3 6 (9.23%) Rackspace
3 6 (9.23%) Salesforce.com
4 4 (6.15%) NetApp
5 3 (4.62%) VMware
6 2 (3.08%) Google
7 1 (1.54%) Cisco
7 1 (1.54%) Cloudera
7 1 (1.54%) Microsoft
7 1 (1.54%) MKS