Period
to 21 June 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 21 June 2018 with a comparison to the same period in the previous 2 years.

Python
Hampshire > Farnborough
6 months to
21 Jun 2018
Same period 2017 Same period 2016
Rank 42 32 59
Rank change year-on-year -10 +27 -5
Permanent jobs citing Python 45 51 27
As % of all permanent IT jobs advertised in Farnborough 6.84% 8.95% 3.88%
As % of the Programming Languages category 11.60% 16.45% 6.47%
Number of salaries quoted 25 38 23
Farnborough median annual salary £60,000 £55,000 £45,000
Median salary % change year-on-year +9.09% +22.22% -10.00%
10th Percentile £43,500 £35,000 £30,050
90th Percentile £75,000 £64,125 £58,500
Hampshire median annual salary £42,500 £45,000 £45,000
% change year-on-year -5.56% - +5.88%

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 388 310 417
As % of all permanent IT jobs advertised in Farnborough 58.97% 54.39% 60.00%
Number of salaries quoted 303 272 363
Farnborough median annual salary £52,500 £45,000 £43,000
Median salary % change year-on-year +16.67% +4.65% +1.18%
10th Percentile £33,500 £26,600 £27,500
90th Percentile £72,250 £60,000 £60,000
Hampshire median annual salary £42,500 £40,000 £40,000
% change year-on-year +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 21 June 2018.

Salary histogram for Python in Farnborough

For the 6 months to 21 June 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 27 (60.00%) Linux
2 25 (55.56%) Agile Software Development
3 22 (48.89%) Ansible
4 21 (46.67%) Java
5 18 (40.00%) TDD
6 16 (35.56%) Perl
6 16 (35.56%) Ruby
6 16 (35.56%) Open Source
6 16 (35.56%) DevOps
7 15 (33.33%) Kubernetes
7 15 (33.33%) Security Cleared
8 14 (31.11%) Software Engineering
9 13 (28.89%) MySQL
9 13 (28.89%) VMware
9 13 (28.89%) Terraform
10 12 (26.67%) Public Cloud
10 12 (26.67%) OpenStack
10 12 (26.67%) Oracle
10 12 (26.67%) PowerShell
11 11 (24.44%) Git (software)
11 11 (24.44%) BDD
11 11 (24.44%) Continuous Integration
12 9 (20.00%) Performance Testing
12 9 (20.00%) Degree
12 9 (20.00%) Test Automation
12 9 (20.00%) SQL
12 9 (20.00%) PostgreSQL
12 9 (20.00%) Puppet
12 9 (20.00%) Opscode Chef
12 9 (20.00%) Docker

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 12 (26.67%) OpenStack
2 6 (13.33%) Elasticsearch
3 4 (8.89%) Apache
4 2 (4.44%) Cloud Foundry
5 1 (2.22%) Apache Spark
5 1 (2.22%) JBoss
5 1 (2.22%) Tomcat
5 1 (2.22%) Zimbra
Cloud Services
1 8 (17.78%) OpenShift
2 7 (15.56%) Microsoft Azure
3 6 (13.33%) Amazon AWS
3 6 (13.33%) PaaS
3 6 (13.33%) SaaS
4 4 (8.89%) GitHub
5 1 (2.22%) Cloud Computing
Communications & Networking
1 2 (4.44%) TCP/IP
2 1 (2.22%) IPsec
2 1 (2.22%) SAN
2 1 (2.22%) Skype
2 1 (2.22%) SSL
2 1 (2.22%) VPN
2 1 (2.22%) WebEx
Database & Business Intelligence
1 13 (28.89%) MySQL
2 9 (20.00%) PostgreSQL
3 4 (8.89%) RDBMS
3 4 (8.89%) Relational Database
4 2 (4.44%) Big Data
4 2 (4.44%) GIS
4 2 (4.44%) Oracle Database
5 1 (2.22%) DTS
5 1 (2.22%) Hadoop
5 1 (2.22%) MongoDB
Development Applications
1 11 (24.44%) Git (software)
2 8 (17.78%) Cucumber
2 8 (17.78%) Jenkins
2 8 (17.78%) Selenium
3 7 (15.56%) JIRA
4 4 (8.89%) Gradle
4 4 (8.89%) SonarQube
4 4 (8.89%) Sonatype Nexus
5 2 (4.44%) Atlassian Bamboo
5 2 (4.44%) RSpec
6 1 (2.22%) Subversion
6 1 (2.22%) TeamCity
General
1 4 (8.89%) Retail
2 3 (6.67%) Telecoms
3 1 (2.22%) Marketing
3 1 (2.22%) Military
Job Titles
1 12 (26.67%) DevOps Engineer
2 7 (15.56%) QA Leader
3 5 (11.11%) Developer
4 4 (8.89%) Applications Manager
4 4 (8.89%) Applications Project Manager
4 4 (8.89%) Automation Engineer
4 4 (8.89%) Automation Test Lead
4 4 (8.89%) Project Manager
4 4 (8.89%) Software Engineer
4 4 (8.89%) Test Leader
5 3 (6.67%) Analyst
5 3 (6.67%) Senior DevOps
5 3 (6.67%) Senior DevOps Engineer
5 3 (6.67%) Technical Leader
6 2 (4.44%) Cloud Engineer
6 2 (4.44%) GIS Analyst
6 2 (4.44%) Infrastructure Engineer
6 2 (4.44%) QA Engineer
6 2 (4.44%) Scala Developer
6 2 (4.44%) VMware Engineer
Libraries, Frameworks & Software Standards
1 4 (8.89%) LAMP
1 4 (8.89%) RabbitMQ
1 4 (8.89%) REST
2 3 (6.67%) YAML
3 2 (4.44%) AngularJS
3 2 (4.44%) Web Services
4 1 (2.22%) HTML
4 1 (2.22%) HTML5
4 1 (2.22%) JSON
4 1 (2.22%) LAPP Stack
4 1 (2.22%) OSGi
4 1 (2.22%) React
4 1 (2.22%) SciPy
4 1 (2.22%) Vaadin
Miscellaneous
1 12 (26.67%) Public Cloud
2 5 (11.11%) Analytical Skills
2 5 (11.11%) Data Centre
2 5 (11.11%) Self-Motivation
3 4 (8.89%) Algorithms
3 4 (8.89%) Computer Science
3 4 (8.89%) Driving Licence
3 4 (8.89%) Management Information System
4 3 (6.67%) Acoustics
5 2 (4.44%) Cloud Native
5 2 (4.44%) Virtual Team
6 1 (2.22%) Social Media
Operating Systems
1 27 (60.00%) Linux
2 7 (15.56%) Windows
3 5 (11.11%) Unix
4 3 (6.67%) CentOS
5 1 (2.22%) Red Hat Enterprise Linux
Processes & Methodologies
1 25 (55.56%) Agile Software Development
2 18 (40.00%) TDD
3 16 (35.56%) DevOps
3 16 (35.56%) Open Source
4 14 (31.11%) Software Engineering
5 11 (24.44%) BDD
5 11 (24.44%) Continuous Integration
6 9 (20.00%) Performance Testing
6 9 (20.00%) Test Automation
7 8 (17.78%) Regression Testing
8 6 (13.33%) API Testing
8 6 (13.33%) Coaching
9 5 (11.11%) Analytics
9 5 (11.11%) Mentoring
9 5 (11.11%) Microservices
9 5 (11.11%) Scrum
10 4 (8.89%) Business Intelligence
10 4 (8.89%) CRM
10 4 (8.89%) E-business
10 4 (8.89%) Workflow
Programming Languages
1 21 (46.67%) Java
2 16 (35.56%) Perl
2 16 (35.56%) Ruby
3 12 (26.67%) PowerShell
4 9 (20.00%) SQL
5 5 (11.11%) Groovy
6 4 (8.89%) Bash Shell
6 4 (8.89%) JavaScript
6 4 (8.89%) MATLAB
6 4 (8.89%) PHP
7 3 (6.67%) C++
8 2 (4.44%) C
8 2 (4.44%) Scala
9 1 (2.22%) Bourne shell
9 1 (2.22%) C#
Qualifications
1 15 (33.33%) Security Cleared
2 9 (20.00%) Degree
3 6 (13.33%) ISEB
4 4 (8.89%) Master's Degree
5 3 (6.67%) Cisco Certification
6 2 (4.44%) ISTQB
6 2 (4.44%) ISTQB Foundation Certification
6 2 (4.44%) ITIL Foundation Certificate
6 2 (4.44%) SC Cleared
Quality Assurance & Compliance
1 8 (17.78%) QA
2 4 (8.89%) GDPR
3 2 (4.44%) Data Quality
System Software
1 9 (20.00%) Docker
2 6 (13.33%) VMware Infrastructure
3 4 (8.89%) vSphere
3 4 (8.89%) Xen
4 1 (2.22%) vCloud
4 1 (2.22%) VMware ESXi
Systems Management
1 22 (48.89%) Ansible
2 15 (33.33%) Kubernetes
3 13 (28.89%) Terraform
4 9 (20.00%) Opscode Chef
4 9 (20.00%) Puppet
5 3 (6.67%) Nagios
Vendors
1 13 (28.89%) VMware
2 12 (26.67%) Oracle
3 4 (8.89%) Atlassian
3 4 (8.89%) Cisco
3 4 (8.89%) Ivanti
3 4 (8.89%) PayPal
4 2 (4.44%) Red Hat
4 2 (4.44%) SaltStack
5 1 (2.22%) Facebook
5 1 (2.22%) Microsoft
5 1 (2.22%) Twitter