Period
to 25 February 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 25 February 2018 with a comparison to the same period in the previous 2 years.

Python
Hampshire > Farnborough
6 months to
25 Feb 2018
Same period 2017 Same period 2016
Rank 49 39 28
Rank change year-on-year -10 -11 +18
Permanent jobs citing Python 36 50 57
As % of all permanent IT jobs advertised in Farnborough 5.08% 7.33% 9.06%
As % of the Programming Languages category 9.07% 13.40% 17.12%
Number of salaries quoted 20 41 31
Farnborough median annual salary £60,000 £55,000 £57,500
Median salary % change year-on-year +9.09% -4.35% +85.48%
10th Percentile £43,400 £43,750 £28,500
90th Percentile £73,200 £68,750 £75,000
Hampshire median annual salary £42,500 £45,000 £45,000
% change year-on-year -5.56% - +12.50%

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 397 373 333
As % of all permanent IT jobs advertised in Farnborough 56.07% 54.69% 52.94%
Number of salaries quoted 296 317 276
Farnborough median annual salary £45,000 £45,000 £42,500
Median salary % change year-on-year - +5.88% +6.25%
10th Percentile £28,750 £32,500 £23,875
90th Percentile £65,000 £61,750 £60,250
Hampshire median annual salary £42,000 £40,000 £41,522
% change year-on-year +5.00% -3.66% +3.80%

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 25 February 2018.

Salary histogram for Python in Farnborough

For the 6 months to 25 February 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 26 (72.22%) Agile Software Development
2 23 (63.89%) Linux
3 22 (61.11%) Ruby
4 19 (52.78%) Perl
5 18 (50.00%) Java
5 18 (50.00%) Software Engineering
6 16 (44.44%) SQL
7 15 (41.67%) MySQL
8 13 (36.11%) PostgreSQL
8 13 (36.11%) Puppet
9 12 (33.33%) DevOps
9 12 (33.33%) Scrum
9 12 (33.33%) VMware
9 12 (33.33%) Continuous Integration
10 11 (30.56%) PowerShell
10 11 (30.56%) Ansible
10 11 (30.56%) Docker
10 11 (30.56%) OpenStack
10 11 (30.56%) Kubernetes
11 10 (27.78%) VMware Infrastructure
11 10 (27.78%) Bash Shell
12 9 (25.00%) Web Development
13 8 (22.22%) Amazon AWS
13 8 (22.22%) Open Source
13 8 (22.22%) CentOS
13 8 (22.22%) TDD
13 8 (22.22%) Oracle
13 8 (22.22%) Data Centre
13 8 (22.22%) Elasticsearch
14 7 (19.44%) Opscode Chef

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 11 (30.56%) OpenStack
2 8 (22.22%) Elasticsearch
3 7 (19.44%) Apache
4 4 (11.11%) JBoss
4 4 (11.11%) Tomcat
5 3 (8.33%) nginx
5 3 (8.33%) Zimbra
6 2 (5.56%) Cloud Foundry
Cloud Services
1 8 (22.22%) Amazon AWS
2 6 (16.67%) Microsoft Azure
3 5 (13.89%) PaaS
4 3 (8.33%) Cloud Computing
4 3 (8.33%) SaaS
5 2 (5.56%) GitHub
5 2 (5.56%) OpenShift
Communications & Networking
1 6 (16.67%) TCP/IP
2 3 (8.33%) IPsec
2 3 (8.33%) SAN
2 3 (8.33%) SSL
2 3 (8.33%) VPN
Database & Business Intelligence
1 15 (41.67%) MySQL
2 13 (36.11%) PostgreSQL
3 6 (16.67%) RDBMS
3 6 (16.67%) Relational Database
4 5 (13.89%) MongoDB
5 4 (11.11%) NoSQL
6 3 (8.33%) Hadoop
7 2 (5.56%) Big Data
7 2 (5.56%) MariaDB
8 1 (2.78%) DTS
Development Applications
1 5 (13.89%) Jenkins
2 4 (11.11%) JIRA
3 3 (8.33%) Cucumber
3 3 (8.33%) Git (software)
3 3 (8.33%) Selenium
3 3 (8.33%) Subversion
4 2 (5.56%) TeamCity
General
1 4 (11.11%) Retail
2 1 (2.78%) Military
Job Titles
1 8 (22.22%) DevOps Engineer
2 7 (19.44%) Software Engineer
3 4 (11.11%) Applications Manager
3 4 (11.11%) Applications Project Manager
3 4 (11.11%) Automation Engineer
3 4 (11.11%) Project Manager
4 3 (8.33%) Configuration Engineer
4 3 (8.33%) Developer
4 3 (8.33%) Java Engineer
4 3 (8.33%) Java Software Engineer
4 3 (8.33%) Technical Leader
5 2 (5.56%) Architect
5 2 (5.56%) Automation Tester
5 2 (5.56%) Cloud Engineer
5 2 (5.56%) Infrastructure Engineer
5 2 (5.56%) Java Developer
5 2 (5.56%) Python Developer
5 2 (5.56%) QA Tester
5 2 (5.56%) Solutions Architect
5 2 (5.56%) Tester
Libraries, Frameworks & Software Standards
1 5 (13.89%) HTML
1 5 (13.89%) RabbitMQ
2 4 (11.11%) HTML5
2 4 (11.11%) JSON
2 4 (11.11%) LAMP
2 4 (11.11%) LAPP Stack
2 4 (11.11%) OSGi
2 4 (11.11%) Vaadin
3 2 (5.56%) .NET
4 1 (2.78%) SciPy
Miscellaneous
1 8 (22.22%) Data Centre
2 4 (11.11%) Driving Licence
2 4 (11.11%) Public Cloud
3 3 (8.33%) Analytical Skills
4 2 (5.56%) Cloud Native
4 2 (5.56%) Computer Science
4 2 (5.56%) Greenfield Project
4 2 (5.56%) User Experience
5 1 (2.78%) Algorithms
5 1 (2.78%) Management Information System
Operating Systems
1 23 (63.89%) Linux
2 8 (22.22%) CentOS
3 6 (16.67%) Windows
4 5 (13.89%) Red Hat Enterprise Linux
5 4 (11.11%) Unix
6 3 (8.33%) Debian
7 2 (5.56%) CoreOS
Processes & Methodologies
1 26 (72.22%) Agile Software Development
2 18 (50.00%) Software Engineering
3 12 (33.33%) Continuous Integration
3 12 (33.33%) DevOps
3 12 (33.33%) Scrum
4 9 (25.00%) Web Development
5 8 (22.22%) Open Source
5 8 (22.22%) TDD
6 7 (19.44%) Configuration Management
6 7 (19.44%) Task Automation
7 6 (16.67%) BDD
7 6 (16.67%) Performance Testing
7 6 (16.67%) SDLC
7 6 (16.67%) Unit Testing
8 5 (13.89%) Analytics
8 5 (13.89%) Collaborative Working
8 5 (13.89%) Kanban
8 5 (13.89%) Network Monitoring
8 5 (13.89%) Protective Monitoring
9 4 (11.11%) Customer Analysis
Programming Languages
1 22 (61.11%) Ruby
2 19 (52.78%) Perl
3 18 (50.00%) Java
4 16 (44.44%) SQL
5 11 (30.56%) PowerShell
6 10 (27.78%) Bash Shell
7 6 (16.67%) JavaScript
8 4 (11.11%) Bourne shell
8 4 (11.11%) PHP
9 2 (5.56%) Go
9 2 (5.56%) Groovy
10 1 (2.78%) MATLAB
10 1 (2.78%) R
Qualifications
1 5 (13.89%) Security Cleared
2 4 (11.11%) ISEB
3 3 (8.33%) Degree
4 1 (2.78%) SC Cleared
Quality Assurance & Compliance
1 4 (11.11%) GDPR
2 3 (8.33%) QA
3 1 (2.78%) Data Quality
System Software
1 11 (30.56%) Docker
2 10 (27.78%) VMware Infrastructure
3 5 (13.89%) Xen
4 3 (8.33%) vCloud
4 3 (8.33%) vSphere
Systems Management
1 13 (36.11%) Puppet
2 11 (30.56%) Ansible
2 11 (30.56%) Kubernetes
3 7 (19.44%) Opscode Chef
4 5 (13.89%) Terraform
5 1 (2.78%) Nagios
Vendors
1 12 (33.33%) VMware
2 8 (22.22%) Oracle
3 5 (13.89%) Atlassian
3 5 (13.89%) Ivanti
3 5 (13.89%) Red Hat
4 4 (11.11%) PayPal
5 3 (8.33%) Cisco
5 3 (8.33%) Microsoft
6 2 (5.56%) SaltStack