Period
to 15 October 2019

The following table provides summary statistics for permanent job vacancies advertised in Warwickshire 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 15 October 2019 with a comparison to the same period in the previous 2 years.

Python
West Midlands > Warwickshire
6 months to
15 Oct 2019
Same period 2018 Same period 2017
Rank 28 43 33
Rank change year-on-year +15 -10 -5
Permanent jobs citing Python 53 30 86
As % of all permanent IT jobs advertised in Warwickshire 6.18% 3.86% 6.95%
As % of the Programming Languages category 14.72% 10.17% 11.96%
Number of salaries quoted 25 20 84
Warwickshire median annual salary £45,000 £32,500 £40,000
Median salary % change year-on-year +38.46% -18.75% -5.88%
10th Percentile £36,750 £21,000 £21,250
90th Percentile £60,000 £47,125 £71,250
West Midlands median annual salary £50,000 £50,000 £41,500
% change year-on-year - +20.48% +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 Warwickshire with a requirement for coding skills.

All Programming Languages
Warwickshire
Permanent vacancies with a requirement for coding skills 360 295 719
As % of all permanent IT jobs advertised in Warwickshire 42.01% 37.92% 58.08%
Number of salaries quoted 261 253 679
Warwickshire median annual salary £44,000 £40,000 £35,000
Median salary % change year-on-year +10.00% +14.29% -9.09%
10th Percentile £30,000 £23,500 £22,500
90th Percentile £62,500 £78,500 £53,750
West Midlands median annual salary £42,500 £42,500 £40,000
% change year-on-year - +6.25% +6.67%

Python
Job Vacancy Trend in Warwickshire

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

Job vacancy trend for Python in Warwickshire

Python
Salary Trend in Warwickshire

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

Salary trend for Python in Warwickshire

Python
Salary Histogram in Warwickshire

The salary distribution of IT jobs citing Python in Warwickshire over the 6 months to 15 October 2019.

Salary histogram for Python in Warwickshire

Python
Job Locations in Warwickshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Python within the Warwickshire region over the 6 months to 15 October 2019. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Nuneaton +5 14 £50,000 +17.65% 4
Gaydon +5 11 £50,000 +19.05%
Leamington Spa +3 6 £50,000 +127.27% 3
Warwick -11 5 £47,500 +66.67% 3
Stratford-upon-Avon +10 2 £27,500 -15.38%
Kenilworth - 2 £41,250 -
Atherstone - 1 £40,000 -
Python
West Midlands

For the 6 months to 15 October 2019, 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 Warwickshire region with a requirement for Python.

1 21 (39.62%) SQL
2 20 (37.74%) Linux
2 20 (37.74%) AWS
3 19 (35.85%) Open Source
3 19 (35.85%) SIEM
3 19 (35.85%) Security Operations
4 18 (33.96%) Bash Shell
4 18 (33.96%) Cybersecurity
5 17 (32.08%) Degree
6 16 (30.19%) Information Security
6 16 (30.19%) Management Information System
6 16 (30.19%) Analytical Skills
6 16 (30.19%) Security Operations Centre
7 15 (28.30%) Docker
7 15 (28.30%) DevOps
7 15 (28.30%) Agile Software Development
7 15 (28.30%) Computer Science
8 14 (26.42%) Git (software)
8 14 (26.42%) Test Automation
8 14 (26.42%) Splunk
8 14 (26.42%) Technical Leadership
9 13 (24.53%) Ansible
9 13 (24.53%) Perl
10 12 (22.64%) Validation
10 12 (22.64%) Continuous Integration
10 12 (22.64%) ArcSight
10 12 (22.64%) Infrastructure as Code
10 12 (22.64%) Terraform
11 11 (20.75%) SDLC
11 11 (20.75%) Deployment Automation

Python
Co-occurring IT Skills in Warwickshire 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 2 (3.77%) SAS
Applications
1 1 (1.89%) Maya
1 1 (1.89%) Microsoft Excel
Cloud Services
1 20 (37.74%) AWS
2 5 (9.43%) Azure
3 3 (5.66%) IBM Cloud
4 2 (3.77%) GCP
5 1 (1.89%) AWS CloudFormation
5 1 (1.89%) Cloud Computing
5 1 (1.89%) GitHub
Communications & Networking
1 9 (16.98%) Intrusion Detection
2 7 (13.21%) TCP/IP
3 5 (9.43%) DNS
4 3 (5.66%) Firewall
4 3 (5.66%) tcpdump
4 3 (5.66%) Wireshark
5 1 (1.89%) Internet
Database & Business Intelligence
1 9 (16.98%) MongoDB
2 4 (7.55%) SQL Server
3 2 (3.77%) Geospatial Data
3 2 (3.77%) GIS
3 2 (3.77%) NoSQL
4 1 (1.89%) Couchbase
4 1 (1.89%) Data Mining
4 1 (1.89%) MySQL
4 1 (1.89%) Oracle Database
4 1 (1.89%) Oracle Database 11g
4 1 (1.89%) Oracle Database 12c
4 1 (1.89%) Relational Database
4 1 (1.89%) SQL Server 2008
4 1 (1.89%) SQL Server 2014
4 1 (1.89%) SQL Server 2016
4 1 (1.89%) SQL Server 2017
4 1 (1.89%) SQL Server Analysis Services
4 1 (1.89%) SQL Server Integration Services
4 1 (1.89%) SQL Server Reporting Services
Development Applications
1 14 (26.42%) Git (software)
2 5 (9.43%) IDA Disassembler
2 5 (9.43%) OllyDbg
3 4 (7.55%) Jenkins
4 2 (3.77%) JIRA
4 2 (3.77%) Visual Studio
5 1 (1.89%) Atlassian Bamboo
5 1 (1.89%) Bitbucket
5 1 (1.89%) gulp
5 1 (1.89%) HP UFT
5 1 (1.89%) IntelliJ
5 1 (1.89%) Jasmine
5 1 (1.89%) JMeter
5 1 (1.89%) LoadRunner
5 1 (1.89%) Protractor
5 1 (1.89%) RequisitePro
5 1 (1.89%) Selenium
5 1 (1.89%) SonarQube
5 1 (1.89%) Visual Studio Team System
General
1 11 (20.75%) Electronics
2 7 (13.21%) Law
3 3 (5.66%) Marketing
4 2 (3.77%) Games
4 2 (3.77%) Legal
5 1 (1.89%) Automotive
Job Titles
1 14 (26.42%) DevOps Engineer
2 13 (24.53%) Analyst
3 7 (13.21%) Developer
3 7 (13.21%) SOC Analyst
4 5 (9.43%) Security Analyst
4 5 (9.43%) Security Engineer
5 4 (7.55%) Cybersecurity Analyst
5 4 (7.55%) Operations Team Leader
5 4 (7.55%) Senior Developer
5 4 (7.55%) Team Leader
6 3 (5.66%) Operations Engineer
6 3 (5.66%) Senior Analyst
7 2 (3.77%) Customer Analyst
8 1 (1.89%) C# Software Developer
8 1 (1.89%) Forensic Analyst
8 1 (1.89%) Front End Developer (Client-Side Developer)
8 1 (1.89%) Infrastructure Engineer
8 1 (1.89%) Linux Developer
8 1 (1.89%) Technical Artist
8 1 (1.89%) Verification Engineer
Libraries, Frameworks & Software Standards
1 4 (7.55%) CSS
1 4 (7.55%) HTML
2 3 (5.66%) Node.js
3 2 (3.77%) .NET
3 2 (3.77%) Web Services
4 1 (1.89%) .NET Framework
4 1 (1.89%) AngularJS
4 1 (1.89%) ASP.NET Web API
4 1 (1.89%) ASP.NET Web Forms
4 1 (1.89%) CSS3
4 1 (1.89%) Entity Framework
4 1 (1.89%) HTML5
4 1 (1.89%) jQuery
4 1 (1.89%) JSP
4 1 (1.89%) Laravel
4 1 (1.89%) REST
4 1 (1.89%) SOAP
4 1 (1.89%) Spring
4 1 (1.89%) STL
4 1 (1.89%) Unreal Engine
Miscellaneous
1 16 (30.19%) Analytical Skills
1 16 (30.19%) Management Information System
1 16 (30.19%) Security Operations Centre
2 11 (20.75%) Infotainment
2 11 (20.75%) User Experience
3 3 (5.66%) Cyberthreat
4 2 (3.77%) Data Centre
4 2 (3.77%) Greenfield Project
4 2 (3.77%) Virtual Team
5 1 (1.89%) Client/Server
5 1 (1.89%) Data Structures
5 1 (1.89%) Lidar
5 1 (1.89%) Life Science
5 1 (1.89%) Mobile Games
5 1 (1.89%) Public Cloud
Operating Systems
1 20 (37.74%) Linux
2 10 (18.87%) Windows
3 9 (16.98%) Kali Linux
4 1 (1.89%) Mac OS
4 1 (1.89%) Unix
4 1 (1.89%) Windows Server
Processes & Methodologies
1 19 (35.85%) Open Source
1 19 (35.85%) Security Operations
1 19 (35.85%) SIEM
2 18 (33.96%) Cybersecurity
3 16 (30.19%) Information Security
4 15 (28.30%) Agile Software Development
4 15 (28.30%) Computer Science
4 15 (28.30%) DevOps
5 14 (26.42%) Technical Leadership
5 14 (26.42%) Test Automation
6 12 (22.64%) Continuous Integration
6 12 (22.64%) Infrastructure as Code
6 12 (22.64%) Validation
7 11 (20.75%) Deployment Automation
7 11 (20.75%) Incident Management
7 11 (20.75%) People Management
7 11 (20.75%) SDLC
8 9 (16.98%) Change Management
8 9 (16.98%) Network Architecture
8 9 (16.98%) Reverse Engineering
Programming Languages
1 21 (39.62%) SQL
2 18 (33.96%) Bash Shell
3 13 (24.53%) Perl
4 9 (16.98%) C#
4 9 (16.98%) PowerShell
5 7 (13.21%) Ruby
6 5 (9.43%) JavaScript
7 4 (7.55%) C++
7 4 (7.55%) Java
7 4 (7.55%) PHP
8 3 (5.66%) R
9 1 (1.89%) PL/SQL
9 1 (1.89%) T-SQL
Qualifications
1 17 (32.08%) Degree
2 3 (5.66%) GCFA
2 3 (5.66%) GCIA
2 3 (5.66%) GCIH
2 3 (5.66%) GREM
2 3 (5.66%) SANS
3 1 (1.89%) Security Cleared
Quality Assurance & Compliance
1 6 (11.32%) QA
2 1 (1.89%) GDPR
2 1 (1.89%) ISO 13485
2 1 (1.89%) ISO 26262
2 1 (1.89%) ISO 9000
2 1 (1.89%) ISO 9001
2 1 (1.89%) ISO 9002
2 1 (1.89%) ISO/IEC 17025
System Software
1 15 (28.30%) Docker
2 1 (1.89%) Hyper-V
2 1 (1.89%) Virtual Machines
2 1 (1.89%) VMware Infrastructure
Systems Management
1 13 (24.53%) Ansible
2 12 (22.64%) Terraform
3 7 (13.21%) Nessus
4 6 (11.32%) FTK
5 5 (9.43%) EnCase
6 3 (5.66%) CSIRT
7 2 (3.77%) Computer Emergency Response Teams
7 2 (3.77%) Network Intrusion Detection System
8 1 (1.89%) HockeyApp
8 1 (1.89%) NetBackup
8 1 (1.89%) Opscode Chef
8 1 (1.89%) Puppet
Vendors
1 14 (26.42%) Splunk
2 12 (22.64%) ArcSight
3 4 (7.55%) Microsoft
4 3 (5.66%) IBM
4 3 (5.66%) Oracle
5 2 (3.77%) Google
5 2 (3.77%) McAfee
5 2 (3.77%) Sun
5 2 (3.77%) VMware
6 1 (1.89%) Cellebrite
6 1 (1.89%) SAP