The table below looks at the statistics for Python skills in IT jobs advertised for the Farnborough region. Included is a guide to the salaries offered in IT jobs that have cited Python over the 3 months to 2 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
2 Dec 2016
Same period 2015 Same period 2014
Python
Rank 33 15 34
Rank change year-on-year
-18 +19
Permanent jobs citing Python 23 37 2
As % of all permanent IT jobs located in Farnborough 6.39% 11.94% 1.00%
As % of the Programming Languages category 12.64% 23.42% 2.60%
Number of salaries quoted 23 21 2
Median salary £55,000 £65,000 £35,000
Median salary % change year-on-year
-15.38% +85.71%
90% offered a salary of more than £47,500 £47,500 £29,000
10% offered a salary of more than £66,500 £85,000 £41,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%
Python
Hampshire

The following table is for comparison with the above and provides statistics for the entire Programming Languages category in permanent jobs advertised in the Farnborough region.

Programming Languages Category
Farnborough
Permanent IT job ads with a match in the
Programming Languages category
182 158 77
As % of all permanent IT jobs located in Farnborough 50.56% 50.97% 38.31%
Number of salaries quoted 158 132 67
Median salary £47,000 £42,500 £42,500
Median salary % change year-on-year
+10.58% -
90% offered a salary of more than £35,000 £29,000 £25,000
10% offered a salary of more than £60,000 £72,000 £65,000
UK excluding London median salary £42,500 £40,000 £40,000
% change year-on-year
+6.25% -

Python
Jobs Demand Trend in Farnborough

The demand trend of job ads across the Farnborough region citing Python as a proportion of all IT jobs with a match in the Programming Languages category.

Python Jobs Demand Trend in Farnborough

Python
Salary Trend in Farnborough

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

Python Salary Trend in Farnborough

Python
Salary Histogram in Farnborough

This chart provides a salary histogram for IT jobs citing Python across the Farnborough region over the 3 months to 2 December 2016.

Python Salary Histogram in Farnborough

Python
Top 30 Related IT Skills in Farnborough

For the 6 months to 2 December 2016, 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 29 (80.56%) Ruby
2 22 (61.11%) Linux
3 18 (50.00%) QA
4 17 (47.22%) Scrum
4 17 (47.22%) Agile Software Development
5 15 (41.67%) Java
5 15 (41.67%) Perl
6 12 (33.33%) MySQL
6 12 (33.33%) VMware
7 11 (30.56%) Software Engineering
7 11 (30.56%) PowerShell
7 11 (30.56%) MongoDB
8 10 (27.78%) Automated Testing
8 10 (27.78%) TDD
8 10 (27.78%) Data Centre
9 9 (25.00%) vSphere
9 9 (25.00%) BDD
10 8 (22.22%) Cucumber
10 8 (22.22%) Git (software)
10 8 (22.22%) Selenium
10 8 (22.22%) Windows
11 7 (19.44%) HTML
11 7 (19.44%) SAP
11 7 (19.44%) ITIL
11 7 (19.44%) SQL
11 7 (19.44%) JavaScript
11 7 (19.44%) Business Intelligence
11 7 (19.44%) Programme Management
11 7 (19.44%) Manufacturing
11 7 (19.44%) Electronics

Python
Top Related 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 3 (8.33%) OpenStack
Business Applications
1 7 (19.44%) SAP Oil and Gas
Cloud Services
1 5 (13.89%) SaaS
2 3 (8.33%) IaaS
2 3 (8.33%) PaaS
3 2 (5.56%) Amazon AWS
3 2 (5.56%) Microsoft Azure
Communications & Networking
1 5 (13.89%) Wireless
2 3 (8.33%) TCP/IP
3 2 (5.56%) Firewall
4 1 (2.78%) IPsec
4 1 (2.78%) SSL
4 1 (2.78%) VPN
Database & Business Intelligence
1 12 (33.33%) MySQL
2 11 (30.56%) MongoDB
3 7 (19.44%) NoSQL
4 6 (16.67%) PostgreSQL
5 5 (13.89%) MariaDB
6 2 (5.56%) Data Warehouse
7 1 (2.78%) Hadoop
Development Applications
1 8 (22.22%) Cucumber
1 8 (22.22%) Git (software)
1 8 (22.22%) Selenium
2 5 (13.89%) Burp Suite
2 5 (13.89%) Metasploit
General
1 7 (19.44%) Electronics
1 7 (19.44%) Finance
1 7 (19.44%) Manufacturing
1 7 (19.44%) Marketing
1 7 (19.44%) Telecoms
Job Titles
1 10 (27.78%) QA Engineer
2 7 (19.44%) Tester
3 5 (13.89%) Penetration Tester
3 5 (13.89%) Senior Penetration Tester
3 5 (13.89%) Senior Tester
4 4 (11.11%) Administrator
4 4 (11.11%) Automation Engineer
4 4 (11.11%) Developer
4 4 (11.11%) Linux Administrator
4 4 (11.11%) Linux Systems Administrator
4 4 (11.11%) Quality Engineer
4 4 (11.11%) Software Developer
4 4 (11.11%) Software Engineer
4 4 (11.11%) Software QA Engineer
4 4 (11.11%) Software Quality Engineer
4 4 (11.11%) Systems Administrator
5 3 (8.33%) Engineering Manager
5 3 (8.33%) QA Automation Engineer
5 3 (8.33%) Support Manager
6 2 (5.56%) Automation Tester
Libraries, Frameworks & Software Standards
1 7 (19.44%) HTML
1 7 (19.44%) HTML5
2 1 (2.78%) Node.js
Miscellaneous
1 10 (27.78%) Data Centre
2 7 (19.44%) User Experience
3 5 (13.89%) Cyberthreat
4 2 (5.56%) Analytical Skills
4 2 (5.56%) Cybercrime
Operating Systems
1 22 (61.11%) Linux
2 8 (22.22%) Windows
3 5 (13.89%) Kali Linux
4 1 (2.78%) CentOS
4 1 (2.78%) Red Hat Enterprise Linux
Processes & Methodologies
1 17 (47.22%) Agile Software Development
1 17 (47.22%) Scrum
2 11 (30.56%) Software Engineering
3 10 (27.78%) Automated Testing
3 10 (27.78%) TDD
4 9 (25.00%) BDD
5 7 (19.44%) Business Intelligence
5 7 (19.44%) Digital Marketing
5 7 (19.44%) ITIL
5 7 (19.44%) Kanban
5 7 (19.44%) Programme Management
5 7 (19.44%) Web Development
6 6 (16.67%) Coaching
6 6 (16.67%) Continuous Integration
6 6 (16.67%) Infrastructure Monitoring
6 6 (16.67%) ITSM
6 6 (16.67%) Line Management
7 5 (13.89%) Cyber Threat Intelligence
7 5 (13.89%) Manual Testing
7 5 (13.89%) Social Engineering
Programming Languages
1 29 (80.56%) Ruby
2 15 (41.67%) Java
2 15 (41.67%) Perl
3 11 (30.56%) PowerShell
4 7 (19.44%) JavaScript
4 7 (19.44%) SQL
5 5 (13.89%) Bash Shell
5 5 (13.89%) C
5 5 (13.89%) C#
5 5 (13.89%) C++
5 5 (13.89%) Objective-C
5 5 (13.89%) VB
Qualifications
1 7 (19.44%) Security Cleared
2 6 (16.67%) ISEB
2 6 (16.67%) ISTQB
3 5 (13.89%) CEH
3 5 (13.89%) CREST Certified
3 5 (13.89%) GPEN
3 5 (13.89%) ISTQB Foundation Certification
3 5 (13.89%) OSCP
4 2 (5.56%) SC Cleared
Quality Assurance & Compliance
1 18 (50.00%) QA
2 2 (5.56%) SDET
System Software
1 9 (25.00%) vSphere
2 6 (16.67%) VMware Infrastructure
3 1 (2.78%) Docker
3 1 (2.78%) vCloud
3 1 (2.78%) Xen
Systems Management
1 5 (13.89%) Nessus
1 5 (13.89%) Nmap
2 2 (5.56%) Nagios
3 1 (2.78%) Icinga
3 1 (2.78%) Kubernetes
3 1 (2.78%) Puppet
Vendors
1 12 (33.33%) VMware
2 7 (19.44%) SAP
3 3 (8.33%) SolarWinds
4 2 (5.56%) Atlassian
4 2 (5.56%) LANDesk
5 1 (2.78%) Oracle
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