Period
to 18 December 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 18 December 2018 with a comparison to the same period in the previous 2 years.

Python
West Midlands > Coventry
6 months to
18 Dec 2018
Same period 2017 Same period 2016
Rank 27 40 55
Rank change year-on-year +13 +15 +16
Permanent jobs citing Python 67 67 57
As % of all permanent IT jobs advertised in Coventry 6.73% 5.01% 4.23%
As % of the Programming Languages category 14.66% 9.88% 9.16%
Number of salaries quoted 46 87 96
Coventry median annual salary £42,500 £35,000 £37,500
Median salary % change year-on-year +21.43% -6.67% -
10th Percentile £28,750 £27,000 £32,500
90th Percentile £57,500 £60,000 £50,000
West Midlands median annual salary £47,500 £42,349 £42,500
% change year-on-year +12.16% -0.36% +21.43%

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 457 678 622
As % of all permanent IT jobs advertised in Coventry 45.93% 50.67% 46.11%
Number of salaries quoted 386 543 527
Coventry median annual salary £45,000 £42,500 £40,000
Median salary % change year-on-year +5.88% +6.25% -
10th Percentile £23,625 £27,500 £26,250
90th Percentile £61,250 £61,050 £58,750
West Midlands median annual salary £42,500 £40,000 £39,162
% change year-on-year +6.25% +2.14% +1.72%

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 18 December 2018.

Salary histogram for Python in Coventry

For the 6 months to 18 December 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 43 (64.18%) Java
2 33 (49.25%) Agile Software Development
3 32 (47.76%) Linux
4 30 (44.78%) PHP
4 30 (44.78%) SQL
4 30 (44.78%) MySQL
5 29 (43.28%) Amazon AWS
6 28 (41.79%) JavaScript
7 25 (37.31%) Ansible
8 24 (35.82%) AWS CloudFormation
9 23 (34.33%) Bash Shell
9 23 (34.33%) PostgreSQL
10 22 (32.84%) Puppet
10 22 (32.84%) Opscode Chef
11 17 (25.37%) Docker
11 17 (25.37%) R
11 17 (25.37%) Problem-Solving
11 17 (25.37%) Degree
11 17 (25.37%) HTML
11 17 (25.37%) CSS
12 16 (23.88%) Scrum
12 16 (23.88%) Data Visualisation
12 16 (23.88%) Machine Learning
12 16 (23.88%) Visualisation
12 16 (23.88%) Amazon EC2
12 16 (23.88%) Amazon S3
13 15 (22.39%) Enterprise Software
13 15 (22.39%) Data Science
13 15 (22.39%) Kanban
14 14 (20.90%) Computer Science

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 14 (20.90%) Apache Spark
2 11 (16.42%) Apache
2 11 (16.42%) nginx
2 11 (16.42%) Tomcat
3 1 (1.49%) SAS
Applications
1 4 (5.97%) Microsoft Excel
1 4 (5.97%) Microsoft Office
1 4 (5.97%) Microsoft PowerPoint
Cloud Services
1 29 (43.28%) Amazon AWS
2 24 (35.82%) AWS CloudFormation
3 16 (23.88%) Amazon EC2
3 16 (23.88%) Amazon S3
4 13 (19.40%) IaaS
4 13 (19.40%) PaaS
4 13 (19.40%) SaaS
5 5 (7.46%) Amazon ELB
5 5 (7.46%) Route 53
5 5 (7.46%) Virtual Private Cloud
6 4 (5.97%) Amazon SQS
7 2 (2.99%) Google Cloud Platform
7 2 (2.99%) Microsoft Azure
8 1 (1.49%) Datadog
Communications & Networking
1 11 (16.42%) DNS
2 4 (5.97%) ADSL
2 4 (5.97%) Broadband
2 4 (5.97%) VDSL
2 4 (5.97%) xDSL
3 3 (4.48%) DSL
4 2 (2.99%) Internet
5 1 (1.49%) Bluetooth
5 1 (1.49%) Firewall
5 1 (1.49%) HTTP
5 1 (1.49%) SMTP
5 1 (1.49%) TCP/IP
5 1 (1.49%) VPN
5 1 (1.49%) Wireless
Database & Business Intelligence
1 30 (44.78%) MySQL
2 23 (34.33%) PostgreSQL
3 14 (20.90%) Hadoop
3 14 (20.90%) MongoDB
3 14 (20.90%) NoSQL
4 13 (19.40%) Impala
5 12 (17.91%) Amazon DynamoDB
5 12 (17.91%) Amazon RDS
5 12 (17.91%) DB2
6 7 (10.45%) SQL Server
7 5 (7.46%) Relational Database
8 2 (2.99%) CouchDB
8 2 (2.99%) Redis
9 1 (1.49%) Apache Cassandra
9 1 (1.49%) Data Mining
9 1 (1.49%) HBase
9 1 (1.49%) Power BI
Development Applications
1 6 (8.96%) Concordion
1 6 (8.96%) Cucumber
1 6 (8.96%) Selenium
1 6 (8.96%) SoapUI
2 3 (4.48%) FitNesse
3 1 (1.49%) CircleCI
3 1 (1.49%) Git (software)
3 1 (1.49%) Jenkins
3 1 (1.49%) JUnit
3 1 (1.49%) Maven
3 1 (1.49%) Subversion
General
1 7 (10.45%) Manufacturing
2 4 (5.97%) Publishing
2 4 (5.97%) Telecoms
3 2 (2.99%) Electronics
4 1 (1.49%) Automotive
4 1 (1.49%) Finance
4 1 (1.49%) Retail
Job Titles
1 15 (22.39%) Applications Support
2 14 (20.90%) Applications Engineer
2 14 (20.90%) Applications Support Engineer
2 14 (20.90%) Data Scientist
2 14 (20.90%) DevOps Engineer
2 14 (20.90%) Support Engineer
3 13 (19.40%) Junior
3 13 (19.40%) Junior Data Scientist
4 6 (8.96%) Analyst
4 6 (8.96%) AWS DevOps
4 6 (8.96%) AWS DevOps Engineer
4 6 (8.96%) AWS Engineer
5 5 (7.46%) Automation Engineer
5 5 (7.46%) QA Automation Engineer
5 5 (7.46%) QA Engineer
5 5 (7.46%) Senior Applications Engineer
5 5 (7.46%) Senior Applications Support
5 5 (7.46%) Senior Support Engineer
6 4 (5.97%) Data Analyst
6 4 (5.97%) Senior Analyst
Libraries, Frameworks & Software Standards
1 17 (25.37%) CSS
1 17 (25.37%) HTML
2 14 (20.90%) AngularJS
2 14 (20.90%) Java EE
3 13 (19.40%) Natural Language Processing
3 13 (19.40%) React
4 12 (17.91%) jQuery
5 10 (14.93%) Elastic Stack
6 5 (7.46%) LAMP
6 5 (7.46%) LAPP Stack
6 5 (7.46%) LEMP Stack
7 3 (4.48%) SOAP
8 2 (2.99%) .NET
8 2 (2.99%) Hibernate
8 2 (2.99%) Node.js
8 2 (2.99%) Spring
9 1 (1.49%) Memcached
9 1 (1.49%) Razor View Engine
9 1 (1.49%) REST
9 1 (1.49%) RESTful
Miscellaneous
1 15 (22.39%) Enterprise Software
2 13 (19.40%) Data Protection Act
3 6 (8.96%) Management Information System
3 6 (8.96%) Self-Motivation
4 5 (7.46%) SCADA
5 4 (5.97%) Embedded Systems
6 2 (2.99%) Industry 4.0
6 2 (2.99%) Internet of Things
6 2 (2.99%) Public Cloud
7 1 (1.49%) Algorithms
7 1 (1.49%) Cloud Native
7 1 (1.49%) User Experience
Operating Systems
1 32 (47.76%) Linux
2 13 (19.40%) Unix
3 4 (5.97%) Embedded Linux
4 2 (2.99%) Windows
Processes & Methodologies
1 33 (49.25%) Agile Software Development
2 17 (25.37%) Problem-Solving
3 16 (23.88%) Data Visualisation
3 16 (23.88%) Machine Learning
3 16 (23.88%) Scrum
3 16 (23.88%) Visualisation
4 15 (22.39%) Data Science
4 15 (22.39%) Kanban
5 14 (20.90%) Collaborative Working
5 14 (20.90%) Computer Science
5 14 (20.90%) DevOps
6 13 (19.40%) Data Engineering
6 13 (19.40%) Data Munging
6 13 (19.40%) Data Protection
6 13 (19.40%) Open Source
6 13 (19.40%) Predictive Modelling
6 13 (19.40%) Statistics
6 13 (19.40%) Time Series Forecasting
7 12 (17.91%) Microservices
8 10 (14.93%) Test Automation
Programming Languages
1 43 (64.18%) Java
2 30 (44.78%) PHP
2 30 (44.78%) SQL
3 28 (41.79%) JavaScript
4 23 (34.33%) Bash Shell
5 17 (25.37%) R
6 9 (13.43%) C
7 8 (11.94%) C#
7 8 (11.94%) C++
8 3 (4.48%) Perl
9 2 (2.99%) Ruby
10 1 (1.49%) Embedded C
10 1 (1.49%) Go
10 1 (1.49%) MATLAB
10 1 (1.49%) Shell Script
10 1 (1.49%) XAML
Qualifications
1 17 (25.37%) Degree
2 12 (17.91%) Computer Science Degree
2 12 (17.91%) Master's Degree
3 4 (5.97%) HNC
3 4 (5.97%) HND
4 1 (1.49%) PhD
Quality Assurance & Compliance
1 6 (8.96%) QA
2 4 (5.97%) ISO/IEC 27001
3 1 (1.49%) IEC 62304
3 1 (1.49%) MISRA
3 1 (1.49%) MISRA C
System Software
1 17 (25.37%) Docker
2 1 (1.49%) Firmware
2 1 (1.49%) VMware Infrastructure
Systems Management
1 25 (37.31%) Ansible
2 22 (32.84%) Opscode Chef
2 22 (32.84%) Puppet
3 1 (1.49%) Terraform
Vendors
1 14 (20.90%) Tableau
2 7 (10.45%) Oracle
3 1 (1.49%) AppDynamics
3 1 (1.49%) Cisco
3 1 (1.49%) Citrix
3 1 (1.49%) IBM
3 1 (1.49%) Juniper
3 1 (1.49%) New Relic
3 1 (1.49%) VMware