Period
to 21 November 2017

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 November 2017 with a comparison to the same period in the previous 2 years.

Python
Hampshire > Farnborough
6 months to
21 Nov 2017
Same period 2016 Same period 2015
Rank 24 51 39
Rank change year-on-year +27 -12 +15
Permanent jobs citing Python 70 37 45
As % of all permanent IT jobs advertised in Farnborough 10.17% 4.78% 6.98%
As % of the Programming Languages category 17.20% 9.84% 16.36%
Number of salaries quoted 36 37 34
Farnborough median annual salary £62,500 £52,500 £57,500
Median salary % change year-on-year +19.05% -8.70% +21.05%
10th Percentile £34,250 £42,250 £44,125
90th Percentile £72,500 £71,750 £83,750
Hampshire median annual salary £45,000 £45,000 £42,500
% change year-on-year - +5.88% +6.25%

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 407 376 275
As % of all permanent IT jobs advertised in Farnborough 59.16% 48.58% 42.64%
Number of salaries quoted 321 317 249
Farnborough median annual salary £45,000 £45,000 £42,500
Median salary % change year-on-year - +5.88% -
10th Percentile £26,250 £30,000 £27,250
90th Percentile £63,750 £60,000 £58,750
Hampshire median annual salary £42,500 £40,000 £42,000
% change year-on-year +6.25% -4.76% +5.00%

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 November 2017.

Salary histogram for Python in Farnborough

For the 6 months to 21 November 2017, IT jobs citing Python also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Farnborough region with a requirement for Python.

1 43 (61.43%) Ruby
2 42 (60.00%) Agile Software Development
2 42 (60.00%) Linux
3 31 (44.29%) Java
4 30 (42.86%) Software Engineering
4 30 (42.86%) Puppet
5 27 (38.57%) Continuous Integration
5 27 (38.57%) Perl
6 26 (37.14%) SQL
6 26 (37.14%) OpenStack
7 25 (35.71%) Ansible
8 24 (34.29%) MySQL
8 24 (34.29%) PowerShell
8 24 (34.29%) Bash Shell
9 23 (32.86%) Amazon AWS
9 23 (32.86%) CentOS
9 23 (32.86%) VMware
10 22 (31.43%) VMware Infrastructure
10 22 (31.43%) Docker
11 21 (30.00%) TDD
12 20 (28.57%) PostgreSQL
12 20 (28.57%) Kubernetes
13 19 (27.14%) Open Source
14 18 (25.71%) Red Hat
14 18 (25.71%) Opscode Chef
15 17 (24.29%) Data Centre
15 17 (24.29%) Configuration Management
15 17 (24.29%) Scrum
15 17 (24.29%) Web Development
16 16 (22.86%) Oracle

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 26 (37.14%) OpenStack
2 16 (22.86%) Elasticsearch
3 10 (14.29%) Cloud Foundry
4 8 (11.43%) Apache
5 7 (10.00%) nginx
5 7 (10.00%) Zimbra
6 3 (4.29%) JBoss
6 3 (4.29%) Tomcat
Applications
1 4 (5.71%) Microsoft Excel
1 4 (5.71%) Microsoft Office
1 4 (5.71%) Microsoft PowerPoint
Cloud Services
1 23 (32.86%) Amazon AWS
2 12 (17.14%) Microsoft Azure
3 10 (14.29%) OpenShift
4 6 (8.57%) PaaS
5 3 (4.29%) GitHub
6 2 (2.86%) Cloud Computing
6 2 (2.86%) SaaS
Communications & Networking
1 9 (12.86%) TCP/IP
2 7 (10.00%) IPsec
2 7 (10.00%) SAN
2 7 (10.00%) SSL
2 7 (10.00%) VPN
Database & Business Intelligence
1 24 (34.29%) MySQL
2 20 (28.57%) PostgreSQL
3 13 (18.57%) MongoDB
4 10 (14.29%) RDBMS
4 10 (14.29%) Relational Database
5 8 (11.43%) NoSQL
6 7 (10.00%) Big Data
6 7 (10.00%) Hadoop
7 6 (8.57%) MariaDB
Development Applications
1 15 (21.43%) Jenkins
2 11 (15.71%) Git (software)
3 6 (8.57%) Cucumber
3 6 (8.57%) Selenium
4 4 (5.71%) Atlassian Bamboo
4 4 (5.71%) JIRA
4 4 (5.71%) RSpec
5 3 (4.29%) TeamCity
6 2 (2.86%) Subversion
General
1 4 (5.71%) Electronics
1 4 (5.71%) Finance
1 4 (5.71%) Financial Institution
1 4 (5.71%) Manufacturing
1 4 (5.71%) Marketing
1 4 (5.71%) Telecoms
2 1 (1.43%) Banking
2 1 (1.43%) Law
Job Titles
1 12 (17.14%) DevOps Engineer
2 10 (14.29%) Automation Engineer
2 10 (14.29%) Infrastructure Engineer
2 10 (14.29%) Software Engineer
3 9 (12.86%) Cloud Engineer
3 9 (12.86%) Cloud Infrastructure Engineer
3 9 (12.86%) Configuration Engineer
3 9 (12.86%) Developer
4 7 (10.00%) Linux Engineer
4 7 (10.00%) Python Developer
4 7 (10.00%) Technical Leader
5 6 (8.57%) Architect
5 6 (8.57%) Ruby Engineer
5 6 (8.57%) Solutions Architect
6 5 (7.14%) Ruby Developer
6 5 (7.14%) SQL Developer
7 4 (5.71%) Analyst
7 4 (5.71%) Analyst Developer
7 4 (5.71%) Data Analyst
7 4 (5.71%) SQL Data Analyst
Libraries, Frameworks & Software Standards
1 11 (15.71%) HTML
2 10 (14.29%) HTML5
3 9 (12.86%) RabbitMQ
4 6 (8.57%) .NET
5 4 (5.71%) Ruby on Rails
6 3 (4.29%) JSON
6 3 (4.29%) LAPP Stack
6 3 (4.29%) OSGi
6 3 (4.29%) Vaadin
7 1 (1.43%) LAMP
Miscellaneous
1 17 (24.29%) Data Centre
2 10 (14.29%) Analytical Skills
3 9 (12.86%) Cloud Native
4 8 (11.43%) Computer Science
5 7 (10.00%) Public Cloud
6 5 (7.14%) User Experience
7 3 (4.29%) Greenfield Project
Operating Systems
1 42 (60.00%) Linux
2 23 (32.86%) CentOS
3 14 (20.00%) Windows
4 10 (14.29%) Red Hat Enterprise Linux
5 7 (10.00%) Debian
6 3 (4.29%) CoreOS
6 3 (4.29%) Unix
7 1 (1.43%) Ubuntu
Processes & Methodologies
1 42 (60.00%) Agile Software Development
2 30 (42.86%) Software Engineering
3 27 (38.57%) Continuous Integration
4 21 (30.00%) TDD
5 19 (27.14%) Open Source
6 17 (24.29%) Configuration Management
6 17 (24.29%) Scrum
6 17 (24.29%) Web Development
7 15 (21.43%) Task Automation
8 13 (18.57%) DevOps
9 11 (15.71%) BDD
9 11 (15.71%) Coaching
10 9 (12.86%) Collaborative Working
10 9 (12.86%) Network Monitoring
10 9 (12.86%) Protective Monitoring
11 8 (11.43%) Extreme Programming
12 7 (10.00%) ITIL
12 7 (10.00%) Kanban
12 7 (10.00%) Service Management
12 7 (10.00%) Unit Testing
Programming Languages
1 43 (61.43%) Ruby
2 31 (44.29%) Java
3 27 (38.57%) Perl
4 26 (37.14%) SQL
5 24 (34.29%) Bash Shell
5 24 (34.29%) PowerShell
6 11 (15.71%) JavaScript
7 6 (8.57%) Go
8 5 (7.14%) R
9 3 (4.29%) Bourne shell
9 3 (4.29%) Groovy
10 1 (1.43%) PHP
Qualifications
1 14 (20.00%) Security Cleared
2 12 (17.14%) Degree
3 7 (10.00%) SC Cleared
4 4 (5.71%) ISEB
4 4 (5.71%) ISTQB
4 4 (5.71%) ISTQB Foundation Certification
Quality Assurance & Compliance
1 11 (15.71%) QA
System Software
1 22 (31.43%) Docker
1 22 (31.43%) VMware Infrastructure
2 9 (12.86%) Xen
3 7 (10.00%) vCloud
3 7 (10.00%) vSphere
4 1 (1.43%) VMware ESXi
Systems Management
1 30 (42.86%) Puppet
2 25 (35.71%) Ansible
3 20 (28.57%) Kubernetes
4 18 (25.71%) Opscode Chef
5 7 (10.00%) Terraform
Vendors
1 23 (32.86%) VMware
2 18 (25.71%) Red Hat
3 16 (22.86%) Oracle
4 9 (12.86%) Atlassian
4 9 (12.86%) LANDesk
5 7 (10.00%) Cisco
5 7 (10.00%) SaltStack
6 4 (5.71%) SAP
7 2 (2.86%) Microsoft