Period
to 16 December 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 16 December 2018 with a comparison to the same period in the previous 2 years.

Python
Hampshire > Farnborough
6 months to
16 Dec 2018
Same period 2017 Same period 2016
Rank 27 29 51
Rank change year-on-year +2 +22 -23
Permanent jobs citing Python 52 67 37
As % of all permanent IT jobs advertised in Farnborough 8.65% 9.34% 4.85%
As % of the Programming Languages category 14.02% 16.50% 9.61%
Number of salaries quoted 39 32 35
Farnborough median annual salary £55,000 £62,500 £55,000
Median salary % change year-on-year -12.00% +13.64% -4.35%
10th Percentile £36,700 £43,750 £43,750
90th Percentile £75,000 £72,500 £71,250
Hampshire median annual salary £45,000 £45,000 £45,000

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 371 406 385
As % of all permanent IT jobs advertised in Farnborough 61.73% 56.62% 50.46%
Number of salaries quoted 315 304 325
Farnborough median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - +5.88%
10th Percentile £26,450 £27,500 £31,250
90th Percentile £67,500 £63,750 £60,000
Hampshire median annual salary £45,000 £42,000 £40,000
% change year-on-year +7.14% +5.00% -5.88%

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 16 December 2018.

Salary histogram for Python in Farnborough

For the 6 months to 16 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 Farnborough region with a requirement for Python.

1 25 (48.08%) Linux
2 21 (40.38%) Ansible
3 20 (38.46%) C++
4 19 (36.54%) Agile Software Development
4 19 (36.54%) Software Engineering
5 17 (32.69%) C
6 16 (30.77%) Problem-Solving
7 14 (26.92%) Degree
8 13 (25.00%) PowerShell
8 13 (25.00%) DevOps
8 13 (25.00%) Kubernetes
9 12 (23.08%) Opscode Chef
9 12 (23.08%) Terraform
9 12 (23.08%) MATLAB
9 12 (23.08%) Java
10 11 (21.15%) C#
10 11 (21.15%) SQL
10 11 (21.15%) Docker
11 10 (19.23%) Ruby
12 9 (17.31%) Perl
12 9 (17.31%) Jenkins
12 9 (17.31%) Self-Motivation
13 8 (15.38%) Robot Operating System
13 8 (15.38%) GitHub
13 8 (15.38%) Amazon AWS
13 8 (15.38%) Bash Shell
13 8 (15.38%) VxWorks
13 8 (15.38%) OpenGL
13 8 (15.38%) VMware
14 7 (13.46%) Aerospace

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 4 (7.69%) Apache
2 3 (5.77%) OpenStack
3 2 (3.85%) Cloud Foundry
3 2 (3.85%) Drupal
3 2 (3.85%) Elasticsearch
3 2 (3.85%) IIS
3 2 (3.85%) Kentico
3 2 (3.85%) nginx
3 2 (3.85%) Umbraco
3 2 (3.85%) WordPress
Applications
1 1 (1.92%) Simulink
Business Applications
1 2 (3.85%) Magento
Cloud Services
1 8 (15.38%) Amazon AWS
1 8 (15.38%) GitHub
2 5 (9.62%) Microsoft Azure
3 3 (5.77%) OpenShift
4 2 (3.85%) AWS CloudFormation
4 2 (3.85%) npm
5 1 (1.92%) Google Cloud Platform
Communications & Networking
1 5 (9.62%) Wireless
2 2 (3.85%) iSCSI
3 1 (1.92%) BGP
3 1 (1.92%) Cisco ASA
3 1 (1.92%) Cisco Firepower
3 1 (1.92%) Cisco Nexus
3 1 (1.92%) F5 BIG-IP GTM
3 1 (1.92%) F5 BIG-IP LTM
3 1 (1.92%) Firewall
3 1 (1.92%) OSPF
Database & Business Intelligence
1 5 (9.62%) MySQL
2 3 (5.77%) GIS
2 3 (5.77%) Oracle Database
2 3 (5.77%) Relational Database
2 3 (5.77%) SQL Server
3 2 (3.85%) MariaDB
3 2 (3.85%) PostgreSQL
3 2 (3.85%) RDBMS
Development Applications
1 9 (17.31%) Jenkins
2 6 (11.54%) Gradle
3 5 (9.62%) Git (software)
3 5 (9.62%) JIRA
3 5 (9.62%) Selenium
3 5 (9.62%) Sonatype Nexus
4 4 (7.69%) JIRA Agile
4 4 (7.69%) Robot Framework
4 4 (7.69%) SonarQube
5 2 (3.85%) Ant
5 2 (3.85%) Bower
5 2 (3.85%) CircleCI
5 2 (3.85%) Maven
6 1 (1.92%) Cucumber
6 1 (1.92%) RSpec
6 1 (1.92%) TeamCity
General
1 7 (13.46%) Aerospace
2 5 (9.62%) Marketing
3 3 (5.77%) Banking
4 1 (1.92%) Retail
Job Titles
1 14 (26.92%) Software Engineer
2 10 (19.23%) DevOps Engineer
2 10 (19.23%) Research Engineer
3 6 (11.54%) Developer
4 5 (9.62%) Applications Engineer
4 5 (9.62%) Linux Engineer
4 5 (9.62%) Test Engineer
5 4 (7.69%) Senior DevOps
5 4 (7.69%) Senior DevOps Engineer
5 4 (7.69%) Software Test Engineer
5 4 (7.69%) Test Automation Engineer
6 3 (5.77%) Analyst
6 3 (5.77%) AWS Engineer
6 3 (5.77%) GIS Analyst
7 2 (3.85%) Cloud Engineer
7 2 (3.85%) Machine Learning Engineer
7 2 (3.85%) Platform Engineer
7 2 (3.85%) Python Developer
7 2 (3.85%) Team Leader
7 2 (3.85%) VMware Engineer
Libraries, Frameworks & Software Standards
1 8 (15.38%) OpenGL
2 3 (5.77%) LAMP
3 2 (3.85%) .NET
3 2 (3.85%) LEMP Stack
3 2 (3.85%) Node.js
3 2 (3.85%) OpenCV
3 2 (3.85%) RabbitMQ
3 2 (3.85%) REST
4 1 (1.92%) Ajax
4 1 (1.92%) CSS
4 1 (1.92%) HTML
4 1 (1.92%) Java EE
4 1 (1.92%) JSON
4 1 (1.92%) Middleware
4 1 (1.92%) RESTful
4 1 (1.92%) SOAP
4 1 (1.92%) Spring
4 1 (1.92%) Web Services
4 1 (1.92%) XML
Miscellaneous
1 9 (17.31%) Self-Motivation
2 5 (9.62%) Algorithms
3 4 (7.69%) Analytical Skills
4 3 (5.77%) Greenfield Project
5 2 (3.85%) Data Centre
6 1 (1.92%) Enterprise Software
6 1 (1.92%) Hybrid Cloud
6 1 (1.92%) Robotics
6 1 (1.92%) User Experience
Operating Systems
1 25 (48.08%) Linux
2 8 (15.38%) Robot Operating System
2 8 (15.38%) VxWorks
3 6 (11.54%) Windows
4 4 (7.69%) Red Hat Enterprise Linux
4 4 (7.69%) Unix
5 2 (3.85%) Ubuntu
5 2 (3.85%) Windows Server 2012
Processes & Methodologies
1 19 (36.54%) Agile Software Development
1 19 (36.54%) Software Engineering
2 16 (30.77%) Problem-Solving
3 13 (25.00%) DevOps
4 6 (11.54%) Computer Science
4 6 (11.54%) Scrum
5 5 (9.62%) OOP
5 5 (9.62%) Open Source
5 5 (9.62%) Software Testing
5 5 (9.62%) Test Automation
6 4 (7.69%) Continuous Delivery
6 4 (7.69%) Defect Management
6 4 (7.69%) Microservices
6 4 (7.69%) SDLC
6 4 (7.69%) TDD
7 3 (5.77%) Deployment Automation
7 3 (5.77%) Network Monitoring
7 3 (5.77%) Performance Tuning
7 3 (5.77%) Physics
7 3 (5.77%) Signal Processing
Programming Languages
1 20 (38.46%) C++
2 17 (32.69%) C
3 13 (25.00%) PowerShell
4 12 (23.08%) Java
4 12 (23.08%) MATLAB
5 11 (21.15%) C#
5 11 (21.15%) SQL
6 10 (19.23%) Ruby
7 9 (17.31%) Perl
8 8 (15.38%) Bash Shell
9 7 (13.46%) PHP
10 6 (11.54%) Groovy
11 5 (9.62%) Assembly Language
11 5 (9.62%) JavaScript
12 2 (3.85%) Rust
12 2 (3.85%) VB.NET
Qualifications
1 14 (26.92%) Degree
2 5 (9.62%) Security Cleared
3 4 (7.69%) Cisco Certification
4 3 (5.77%) Computer Science Degree
4 3 (5.77%) PhD
4 3 (5.77%) SC Cleared
5 2 (3.85%) RHCSA
6 1 (1.92%) AWS Certification
6 1 (1.92%) CCNP
6 1 (1.92%) CCSA
6 1 (1.92%) ITIL Certification
Quality Assurance & Compliance
1 5 (9.62%) JTAG
1 5 (9.62%) QA
System Software
1 11 (21.15%) Docker
2 5 (9.62%) VMware Infrastructure
3 3 (5.77%) vCloud
3 3 (5.77%) vSphere
4 2 (3.85%) Xen
5 1 (1.92%) VMware NSX
Systems Management
1 21 (40.38%) Ansible
2 13 (25.00%) Kubernetes
3 12 (23.08%) Opscode Chef
3 12 (23.08%) Terraform
4 2 (3.85%) Check_MK
4 2 (3.85%) Nagios
4 2 (3.85%) Puppet
5 1 (1.92%) vRealize
5 1 (1.92%) vRealize Orchestrator
Vendors
1 8 (15.38%) VMware
2 6 (11.54%) Oracle
3 4 (7.69%) Cisco
4 3 (5.77%) Microsoft
5 2 (3.85%) AppDynamics
5 2 (3.85%) Atlassian
5 2 (3.85%) Ivanti
5 2 (3.85%) Red Hat
5 2 (3.85%) Sitecore
6 1 (1.92%) CheckPoint
6 1 (1.92%) F5
6 1 (1.92%) Google
6 1 (1.92%) QNX
6 1 (1.92%) SolarWinds
6 1 (1.92%) Zend