Period
to 24 September 2018

The following table provides summary statistics for permanent job vacancies advertised in Farnborough 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 24 September 2018 with a comparison to the same period in the previous 2 years.

Python
Hampshire > Farnborough
6 months to
24 Sep 2018
Same period 2017 Same period 2016
Rank 32 22 58
Rank change year-on-year -10 +36 +2
Permanent jobs citing Python 48 72 27
As % of all permanent IT jobs advertised in Farnborough 8.32% 12.22% 3.70%
As % of the Programming Languages category 13.87% 19.67% 6.72%
Number of salaries quoted 32 42 27
Farnborough median annual salary £57,500 £60,000 £50,000
Median salary % change year-on-year -4.17% +20.00% -4.76%
10th Percentile £33,900 £35,000 £39,500
90th Percentile £75,000 £72,500 £75,500
Hampshire median annual salary £45,000 £47,500 £45,500
% change year-on-year -5.26% +4.40% +7.06%

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 Farnborough with a requirement for coding skills.

All Programming Languages
Farnborough
Permanent vacancies with a requirement for coding skills 346 366 402
As % of all permanent IT jobs advertised in Farnborough 59.97% 62.14% 55.07%
Number of salaries quoted 281 310 342
Farnborough median annual salary £52,500 £45,000 £45,000
Median salary % change year-on-year +16.67% - +5.88%
10th Percentile £32,000 £26,250 £29,300
90th Percentile £75,000 £63,750 £60,000
Hampshire median annual salary £45,000 £42,500 £40,000
% change year-on-year +5.88% +6.25% -

Python
Job Vacancy Trend in Farnborough

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

Job vacancy trend for Python in Farnborough

Python
Salary Trend in Farnborough

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

Salary trend for Python in Farnborough

Python
Salary Histogram in Farnborough

The salary distribution of IT jobs citing Python in Farnborough over the 6 months to 24 September 2018.

Salary histogram for Python in Farnborough

For the 6 months to 24 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 Farnborough region with a requirement for Python.

1 29 (60.42%) Linux
2 28 (58.33%) Ansible
3 19 (39.58%) Kubernetes
3 19 (39.58%) Java
4 18 (37.50%) Agile Software Development
4 18 (37.50%) TDD
4 18 (37.50%) Terraform
5 17 (35.42%) PowerShell
6 16 (33.33%) Ruby
7 14 (29.17%) Security Cleared
7 14 (29.17%) Open Source
7 14 (29.17%) DevOps
8 13 (27.08%) Software Engineering
8 13 (27.08%) VMware
8 13 (27.08%) Perl
8 13 (27.08%) Oracle
9 12 (25.00%) Opscode Chef
10 11 (22.92%) Git (software)
11 10 (20.83%) Windows
11 10 (20.83%) Jenkins
11 10 (20.83%) Docker
11 10 (20.83%) OpenStack
11 10 (20.83%) OpenShift
12 9 (18.75%) Problem-Solving
12 9 (18.75%) SQL
12 9 (18.75%) Groovy
12 9 (18.75%) Microsoft Azure
12 9 (18.75%) Degree
13 8 (16.67%) Computer Science
13 8 (16.67%) Sonatype Nexus

Python
Co-occurring IT Skills in Farnborough 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 (20.83%) OpenStack
2 4 (8.33%) Apache
2 4 (8.33%) Elasticsearch
3 2 (4.17%) Drupal
3 2 (4.17%) IIS
3 2 (4.17%) Kentico
3 2 (4.17%) nginx
3 2 (4.17%) Umbraco
3 2 (4.17%) WordPress
4 1 (2.08%) Cloud Foundry
Applications
1 1 (2.08%) Simulink
Business Applications
1 2 (4.17%) Magento
Cloud Services
1 10 (20.83%) OpenShift
2 9 (18.75%) Microsoft Azure
3 8 (16.67%) GitHub
4 5 (10.42%) Amazon AWS
5 4 (8.33%) SaaS
6 2 (4.17%) AWS CloudFormation
7 1 (2.08%) Google Cloud Platform
7 1 (2.08%) npm
7 1 (2.08%) PaaS
Communications & Networking
1 2 (4.17%) iSCSI
2 1 (2.08%) BGP
2 1 (2.08%) Cisco ASA
2 1 (2.08%) Cisco Firepower
2 1 (2.08%) Cisco Nexus
2 1 (2.08%) F5 BIG-IP GTM
2 1 (2.08%) F5 BIG-IP LTM
2 1 (2.08%) Firewall
2 1 (2.08%) OSPF
2 1 (2.08%) Skype
2 1 (2.08%) WebEx
Database & Business Intelligence
1 7 (14.58%) MySQL
2 4 (8.33%) GIS
2 4 (8.33%) Oracle Database
2 4 (8.33%) Relational Database
3 3 (6.25%) PostgreSQL
3 3 (6.25%) RDBMS
4 2 (4.17%) MariaDB
4 2 (4.17%) SQL Server
5 1 (2.08%) Big Data
5 1 (2.08%) DTS
Development Applications
1 11 (22.92%) Git (software)
2 10 (20.83%) Jenkins
3 8 (16.67%) Gradle
3 8 (16.67%) Sonatype Nexus
4 7 (14.58%) SonarQube
5 6 (12.50%) Cucumber
5 6 (12.50%) Selenium
6 3 (6.25%) JIRA
7 2 (4.17%) Atlassian Bamboo
7 2 (4.17%) CircleCI
7 2 (4.17%) RSpec
8 1 (2.08%) Ant
8 1 (2.08%) Bower
8 1 (2.08%) Maven
8 1 (2.08%) TeamCity
General
1 3 (6.25%) Banking
1 3 (6.25%) Marketing
2 2 (4.17%) Telecoms
3 1 (2.08%) Retail
Job Titles
1 11 (22.92%) DevOps Engineer
2 10 (20.83%) Developer
3 6 (12.50%) Automation Engineer
3 6 (12.50%) QA Leader
4 4 (8.33%) Analyst
4 4 (8.33%) Automation Test Lead
4 4 (8.33%) GIS Analyst
4 4 (8.33%) Software Engineer
4 4 (8.33%) Test Leader
5 3 (6.25%) Automation Developer
5 3 (6.25%) AWS Engineer
5 3 (6.25%) Cloud Engineer
5 3 (6.25%) Linux Engineer
5 3 (6.25%) PowerShell Engineer
5 3 (6.25%) Python Developer
5 3 (6.25%) Python Engineer
6 2 (4.17%) Infrastructure Engineer
6 2 (4.17%) Scala Developer
6 2 (4.17%) Team Leader
6 2 (4.17%) VMware Engineer
Libraries, Frameworks & Software Standards
1 6 (12.50%) REST
2 3 (6.25%) LAMP
2 3 (6.25%) RabbitMQ
3 2 (4.17%) .NET
3 2 (4.17%) AngularJS
3 2 (4.17%) HTML
3 2 (4.17%) LEMP Stack
3 2 (4.17%) Node.js
4 1 (2.08%) Ajax
4 1 (2.08%) CSS
4 1 (2.08%) HTML5
4 1 (2.08%) React
4 1 (2.08%) Web Services
Miscellaneous
1 8 (16.67%) Computer Science
1 8 (16.67%) Public Cloud
2 5 (10.42%) Algorithms
2 5 (10.42%) Analytical Skills
3 4 (8.33%) Self-Motivation
4 3 (6.25%) Data Centre
4 3 (6.25%) Management Information System
5 2 (4.17%) Acoustics
6 1 (2.08%) Cloud Native
6 1 (2.08%) Robotics
6 1 (2.08%) Social Media
6 1 (2.08%) User Experience
6 1 (2.08%) Virtual Team
Operating Systems
1 29 (60.42%) Linux
2 10 (20.83%) Windows
3 7 (14.58%) Unix
4 3 (6.25%) Red Hat Enterprise Linux
5 2 (4.17%) Ubuntu
5 2 (4.17%) Windows Server 2012
6 1 (2.08%) CentOS
Processes & Methodologies
1 18 (37.50%) Agile Software Development
1 18 (37.50%) TDD
2 14 (29.17%) DevOps
2 14 (29.17%) Open Source
3 13 (27.08%) Software Engineering
4 9 (18.75%) Problem-Solving
5 8 (16.67%) BDD
6 7 (14.58%) Coaching
6 7 (14.58%) Continuous Integration
6 7 (14.58%) Mentoring
6 7 (14.58%) Test Automation
7 6 (12.50%) Deployment Automation
7 6 (12.50%) Performance Testing
7 6 (12.50%) Regression Testing
8 5 (10.42%) Continuous Delivery
8 5 (10.42%) Microservices
8 5 (10.42%) Signal Processing
9 4 (8.33%) Physics
9 4 (8.33%) Stakeholder Management
9 4 (8.33%) Visualisation
Programming Languages
1 19 (39.58%) Java
2 17 (35.42%) PowerShell
3 16 (33.33%) Ruby
4 13 (27.08%) Perl
5 9 (18.75%) Groovy
5 9 (18.75%) SQL
6 6 (12.50%) Bash Shell
6 6 (12.50%) C++
6 6 (12.50%) JavaScript
6 6 (12.50%) MATLAB
7 4 (8.33%) C
8 3 (6.25%) C#
8 3 (6.25%) PHP
9 2 (4.17%) Rust
9 2 (4.17%) Scala
9 2 (4.17%) VB.NET
Qualifications
1 14 (29.17%) Security Cleared
2 9 (18.75%) Degree
3 4 (8.33%) Cisco Certification
4 3 (6.25%) Computer Science Degree
4 3 (6.25%) SC Cleared
5 2 (4.17%) ISEB
5 2 (4.17%) ISTQB
5 2 (4.17%) ISTQB Foundation Certification
5 2 (4.17%) RHCSA
6 1 (2.08%) AWS Certification
6 1 (2.08%) CCNP
6 1 (2.08%) CCSA
6 1 (2.08%) Master's Degree
6 1 (2.08%) PhD
Quality Assurance & Compliance
1 6 (12.50%) QA
2 1 (2.08%) Data Quality
System Software
1 10 (20.83%) Docker
2 6 (12.50%) VMware Infrastructure
3 3 (6.25%) vSphere
3 3 (6.25%) Xen
4 1 (2.08%) VMware ESXi
Systems Management
1 28 (58.33%) Ansible
2 19 (39.58%) Kubernetes
3 18 (37.50%) Terraform
4 12 (25.00%) Opscode Chef
5 4 (8.33%) Nagios
5 4 (8.33%) Puppet
6 2 (4.17%) Check_MK
Vendors
1 13 (27.08%) Oracle
1 13 (27.08%) VMware
2 4 (8.33%) Cisco
3 3 (6.25%) Atlassian
3 3 (6.25%) Ivanti
3 3 (6.25%) Red Hat
4 2 (4.17%) AppDynamics
4 2 (4.17%) Microsoft
4 2 (4.17%) Sitecore
5 1 (2.08%) CheckPoint
5 1 (2.08%) F5
5 1 (2.08%) Facebook
5 1 (2.08%) Google
5 1 (2.08%) QNX
5 1 (2.08%) SaltStack
5 1 (2.08%) SolarWinds
5 1 (2.08%) Twitter
5 1 (2.08%) Zend