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

Python
West Midlands > Coventry
6 months to
19 Sep 2018
Same period 2017 Same period 2016
Rank 31 29 66
Rank change year-on-year -2 +37 +10
Permanent jobs citing Python 66 97 50
As % of all permanent IT jobs advertised in Coventry 6.04% 6.91% 3.42%
As % of the Programming Languages category 13.52% 13.60% 7.51%
Number of salaries quoted 46 134 92
Coventry median annual salary £47,500 £35,000 £36,000
Median salary % change year-on-year +35.71% -2.78% -10.00%
10th Percentile £30,625 £26,250 £27,500
90th Percentile £58,125 £60,000 £41,250
West Midlands median annual salary £50,000 £40,000 £38,500
% change year-on-year +25.00% +3.90% -3.75%

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 488 713 666
As % of all permanent IT jobs advertised in Coventry 44.69% 50.82% 45.52%
Number of salaries quoted 419 610 568
Coventry median annual salary £45,000 £40,000 £40,000
Median salary % change year-on-year +12.50% - -
10th Percentile £27,500 £26,725 £25,000
90th Percentile £60,000 £60,000 £60,000
West Midlands median annual salary £42,500 £40,000 £37,500
% change year-on-year +6.25% +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 19 September 2018.

Salary histogram for Python in Coventry

For the 6 months to 19 September 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 45 (68.18%) Java
2 35 (53.03%) Linux
3 34 (51.52%) SQL
4 33 (50.00%) Agile Software Development
5 32 (48.48%) Amazon AWS
6 29 (43.94%) JavaScript
7 28 (42.42%) PHP
8 25 (37.88%) PostgreSQL
9 24 (36.36%) MySQL
10 23 (34.85%) Bash Shell
11 21 (31.82%) Problem-Solving
12 20 (30.30%) SaaS
12 20 (30.30%) Ansible
12 20 (30.30%) Unix
13 19 (28.79%) Microservices
13 19 (28.79%) AWS CloudFormation
13 19 (28.79%) Kanban
14 18 (27.27%) Puppet
14 18 (27.27%) Opscode Chef
14 18 (27.27%) HTML
15 17 (25.76%) Perl
16 16 (24.24%) DevOps
16 16 (24.24%) Open Source
16 16 (24.24%) Degree
17 14 (21.21%) NoSQL
17 14 (21.21%) Docker
17 14 (21.21%) Apache
17 14 (21.21%) Scrum
18 13 (19.70%) DNS
18 13 (19.70%) IaaS

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 (21.21%) Apache
2 9 (13.64%) Apache Spark
3 6 (9.09%) nginx
3 6 (9.09%) Tomcat
Applications
1 2 (3.03%) Microsoft Excel
2 1 (1.52%) Microsoft Office
2 1 (1.52%) Microsoft PowerPoint
Cloud Services
1 32 (48.48%) Amazon AWS
2 20 (30.30%) SaaS
3 19 (28.79%) AWS CloudFormation
4 13 (19.70%) IaaS
4 13 (19.70%) PaaS
5 12 (18.18%) Amazon EC2
5 12 (18.18%) Amazon S3
6 6 (9.09%) Heroku
7 5 (7.58%) Amazon ELB
7 5 (7.58%) Route 53
7 5 (7.58%) Virtual Private Cloud
8 4 (6.06%) Amazon SQS
9 3 (4.55%) Microsoft Azure
10 1 (1.52%) Datadog
10 1 (1.52%) Google Cloud Platform
Communications & Networking
1 13 (19.70%) DNS
2 8 (12.12%) HTTP
3 6 (9.09%) Internet
4 3 (4.55%) DHCP
4 3 (4.55%) Firewall
5 2 (3.03%) SMTP
5 2 (3.03%) TCP/IP
6 1 (1.52%) ADSL
6 1 (1.52%) Bluetooth
6 1 (1.52%) Broadband
6 1 (1.52%) FTP
6 1 (1.52%) Kerberos
6 1 (1.52%) MPLS
6 1 (1.52%) SNMP
6 1 (1.52%) SSH
6 1 (1.52%) SSL
6 1 (1.52%) VDSL
6 1 (1.52%) VPN
6 1 (1.52%) WAN
6 1 (1.52%) Wireless
Database & Business Intelligence
1 25 (37.88%) PostgreSQL
2 24 (36.36%) MySQL
3 14 (21.21%) NoSQL
4 13 (19.70%) Amazon DynamoDB
5 12 (18.18%) SQL Server
6 10 (15.15%) DB2
6 10 (15.15%) MongoDB
7 9 (13.64%) Hadoop
7 9 (13.64%) Impala
8 8 (12.12%) Amazon RDS
9 3 (4.55%) Relational Database
10 1 (1.52%) Apache Cassandra
10 1 (1.52%) Big Data
10 1 (1.52%) HBase
10 1 (1.52%) Redis
Development Applications
1 6 (9.09%) Oracle APEX
2 4 (6.06%) Git (software)
3 3 (4.55%) Cucumber
3 3 (4.55%) JUnit
3 3 (4.55%) Maven
3 3 (4.55%) Selenium
3 3 (4.55%) SoapUI
4 2 (3.03%) Concordion
4 2 (3.03%) Jenkins
5 1 (1.52%) Burp Suite
5 1 (1.52%) CircleCI
5 1 (1.52%) FitNesse
5 1 (1.52%) GDB
5 1 (1.52%) Metasploit
5 1 (1.52%) sqlmap
5 1 (1.52%) Subversion
General
1 12 (18.18%) Manufacturing
2 3 (4.55%) Automotive
3 1 (1.52%) Electronics
3 1 (1.52%) Publishing
3 1 (1.52%) Retail
3 1 (1.52%) Telecoms
Job Titles
1 16 (24.24%) DevOps Engineer
2 11 (16.67%) Applications Support
3 10 (15.15%) Applications Engineer
3 10 (15.15%) Applications Support Engineer
3 10 (15.15%) Data Scientist
3 10 (15.15%) Support Engineer
4 9 (13.64%) Junior
4 9 (13.64%) Junior Data Scientist
5 7 (10.61%) Technical Specialist
6 5 (7.58%) Analyst
6 5 (7.58%) AWS DevOps
6 5 (7.58%) AWS DevOps Engineer
6 5 (7.58%) AWS Engineer
6 5 (7.58%) Senior Applications Engineer
6 5 (7.58%) Senior Applications Support
6 5 (7.58%) Senior Support Engineer
7 4 (6.06%) Senior Analyst
7 4 (6.06%) Senior Data Scientist
7 4 (6.06%) Software Engineer
8 3 (4.55%) Infrastructure Engineer
Libraries, Frameworks & Software Standards
1 18 (27.27%) HTML
2 13 (19.70%) Java EE
3 12 (18.18%) CSS
4 9 (13.64%) Natural Language Processing
5 8 (12.12%) AngularJS
5 8 (12.12%) jQuery
5 8 (12.12%) React
6 7 (10.61%) Elastic Stack
7 6 (9.09%) Ajax
8 4 (6.06%) Spring
9 3 (4.55%) Apache Camel
9 3 (4.55%) Hibernate
10 2 (3.03%) LDAP
10 2 (3.03%) SOAP
11 1 (1.52%) LAMP
11 1 (1.52%) Memcached
11 1 (1.52%) OAuth
11 1 (1.52%) RESTful
11 1 (1.52%) Sensu
11 1 (1.52%) Spring MVC
Miscellaneous
1 12 (18.18%) Computer Science
1 12 (18.18%) Enterprise Software
2 9 (13.64%) Data Protection Act
3 6 (9.09%) Industry 4.0
3 6 (9.09%) Management Information System
4 5 (7.58%) SCADA
4 5 (7.58%) Self-Motivation
5 2 (3.03%) Public Cloud
6 1 (1.52%) Cloud Native
6 1 (1.52%) Embedded Systems
Operating Systems
1 35 (53.03%) Linux
2 20 (30.30%) Unix
3 4 (6.06%) Windows
4 1 (1.52%) Embedded Linux
4 1 (1.52%) Kali Linux
Processes & Methodologies
1 33 (50.00%) Agile Software Development
2 21 (31.82%) Problem-Solving
3 19 (28.79%) Kanban
3 19 (28.79%) Microservices
4 16 (24.24%) DevOps
4 16 (24.24%) Open Source
5 14 (21.21%) Scrum
6 11 (16.67%) Collaborative Working
7 10 (15.15%) Data Science
7 10 (15.15%) Machine Learning
7 10 (15.15%) Software Engineering
8 9 (13.64%) Data Engineering
8 9 (13.64%) Data Munging
8 9 (13.64%) Data Protection
8 9 (13.64%) Data Visualisation
8 9 (13.64%) ERP
8 9 (13.64%) Predictive Modelling
8 9 (13.64%) Statistics
8 9 (13.64%) Time Series Forecasting
8 9 (13.64%) Visualisation
Programming Languages
1 45 (68.18%) Java
2 34 (51.52%) SQL
3 29 (43.94%) JavaScript
4 28 (42.42%) PHP
5 23 (34.85%) Bash Shell
6 17 (25.76%) Perl
7 11 (16.67%) C
8 10 (15.15%) C#
9 9 (13.64%) C++
9 9 (13.64%) R
10 6 (9.09%) Apex Code
11 5 (7.58%) Ruby
12 4 (6.06%) Shell Script
13 1 (1.52%) Embedded C
13 1 (1.52%) Go
13 1 (1.52%) MATLAB
13 1 (1.52%) PowerShell
Qualifications
1 16 (24.24%) Degree
2 12 (18.18%) Computer Science Degree
2 12 (18.18%) Master's Degree
3 1 (1.52%) HNC
3 1 (1.52%) HND
Quality Assurance & Compliance
1 4 (6.06%) ISO/IEC 27001
2 3 (4.55%) QA
3 1 (1.52%) GCP
System Software
1 14 (21.21%) Docker
2 4 (6.06%) VMware Infrastructure
3 2 (3.03%) Samba
3 2 (3.03%) Squid
4 1 (1.52%) Active Directory
4 1 (1.52%) Firmware
Systems Management
1 20 (30.30%) Ansible
2 18 (27.27%) Opscode Chef
2 18 (27.27%) Puppet
3 1 (1.52%) CASB
3 1 (1.52%) FortiGate
3 1 (1.52%) Nmap
3 1 (1.52%) Single Sign-On
3 1 (1.52%) Terraform
Vendors
1 11 (16.67%) Oracle
2 9 (13.64%) Tableau
3 6 (9.09%) Rackspace
3 6 (9.09%) Salesforce.com
4 4 (6.06%) VMware
5 2 (3.03%) Cisco
5 2 (3.03%) NetApp
6 1 (1.52%) AppDynamics
6 1 (1.52%) Capita
6 1 (1.52%) Citrix
6 1 (1.52%) Juniper
6 1 (1.52%) New Relic