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 3 months to 27 June 2017 with a comparison to the same period in the previous 2 years.

Python
Hampshire / Farnborough
3 months to
27 Jun 2017
Same period 2016 Same period 2015
Rank 24 46 42
Rank change year-on-year +22 -4  
Permanent jobs citing Python 27 9 15
As % of all permanent IT jobs advertised in Farnborough 10.55% 2.51% 4.27%
As % of the Programming Languages category 18.24% 3.93% 10.87%
Number of salaries quoted 21 9 15
Median salary £47,500 £52,500 £52,500
Median salary % change year-on-year -9.52% -  
90% offered a salary of more than £26,000 £42,300 £50,000
10% offered a salary of more than £65,000 £59,000 £60,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year - +5.88%  

Python is in the programming language skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Farnborough with a requirement for programming language skills.

Programming Language Skills
Farnborough
Permanent job vacancies with a requirement for programming language skills 148 229 138
As % of all permanent IT job vacancies advertised in Farnborough 57.81% 63.79% 39.32%
Number of salaries quoted 137 197 128
Median salary £45,000 £45,000 £45,000
90% offered a salary of more than £32,500 £30,000 £35,000
10% offered a salary of more than £60,000 £60,000 £60,000
UK excluding London median salary £42,500 £41,000 £40,000
% change year-on-year +3.65% +2.50%  

Python
Job Vacancy Trend in Farnborough

The job posting trend of jobs advertised in Farnborough citing Python as a proportion of all permanent or contract IT jobs with a match in the Programming Languages category.

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 3 months to 27 June 2017.

Salary histogram for Python in Farnborough

For the 6 months to 27 June 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 35 (68.63%) SQL
2 30 (58.82%) Ruby
3 28 (54.90%) Java
4 27 (52.94%) Web Development
5 26 (50.98%) NoSQL
5 26 (50.98%) JavaScript
5 26 (50.98%) MySQL
5 26 (50.98%) HTML
6 25 (49.02%) Agile Software Development
7 24 (47.06%) Software Engineering
8 23 (45.10%) Scrum
9 22 (43.14%) HTML5
9 22 (43.14%) MongoDB
10 21 (41.18%) MariaDB
11 20 (39.22%) TDD
12 19 (37.25%) Continuous Integration
13 18 (35.29%) Security Cleared
13 18 (35.29%) Amazon AWS
14 17 (33.33%) BDD
14 17 (33.33%) VMware
14 17 (33.33%) OpenStack
15 16 (31.37%) Microsoft Azure
15 16 (31.37%) VMware Infrastructure
15 16 (31.37%) Performance Testing
16 15 (29.41%) Unit Testing
16 15 (29.41%) Extreme Programming
16 15 (29.41%) User Experience
17 14 (27.45%) QA
18 13 (25.49%) Security Testing
18 13 (25.49%) OWASP

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 17 (33.33%) OpenStack
2 4 (7.84%) JBoss
2 4 (7.84%) Oracle SOA Suite
2 4 (7.84%) Tomcat
2 4 (7.84%) WebLogic
3 2 (3.92%) Cloud Foundry
Applications
1 9 (17.65%) Microsoft Excel
1 9 (17.65%) Microsoft Office
1 9 (17.65%) Microsoft PowerPoint
Business Applications
1 10 (19.61%) SAP Oil and Gas
Cloud Services
1 18 (35.29%) Amazon AWS
2 16 (31.37%) Microsoft Azure
3 5 (9.80%) Cloud Computing
3 5 (9.80%) PaaS
4 3 (5.88%) SaaS
5 2 (3.92%) OpenShift
Communications & Networking
1 4 (7.84%) AMQP
1 4 (7.84%) Firewall
1 4 (7.84%) TCP/IP
Database & Business Intelligence
1 26 (50.98%) MySQL
1 26 (50.98%) NoSQL
2 22 (43.14%) MongoDB
3 21 (41.18%) MariaDB
4 1 (1.96%) Big Data
Development Applications
1 4 (7.84%) Cucumber
1 4 (7.84%) Git (software)
1 4 (7.84%) Selenium
1 4 (7.84%) Vagrant
General
1 11 (21.57%) Finance
1 11 (21.57%) Marketing
2 10 (19.61%) Electronics
2 10 (19.61%) Manufacturing
2 10 (19.61%) Telecoms
3 9 (17.65%) Financial Institution
4 2 (3.92%) Legal
Job Titles
1 26 (50.98%) Developer
2 19 (37.25%) Software Engineer
3 16 (31.37%) Ruby Developer
4 11 (21.57%) Python Developer
5 10 (19.61%) Analyst
5 10 (19.61%) Ruby Engineer
6 9 (17.65%) Analyst Developer
6 9 (17.65%) Data Analyst
6 9 (17.65%) Data Engineer
6 9 (17.65%) SQL Analyst
6 9 (17.65%) SQL Data Analyst
6 9 (17.65%) SQL Developer
7 7 (13.73%) Developer/Software Engineer
8 5 (9.80%) Linux Engineer
8 5 (9.80%) Python Software Engineer
9 3 (5.88%) Automation Tester
9 3 (5.88%) QA Tester
9 3 (5.88%) Selenium Tester
9 3 (5.88%) Software Developer
9 3 (5.88%) Tester
Libraries, Frameworks & Software Standards
1 26 (50.98%) HTML
2 22 (43.14%) HTML5
3 4 (7.84%) LAMP
3 4 (7.84%) WebSockets
4 2 (3.92%) .NET
Miscellaneous
1 15 (29.41%) User Experience
2 11 (21.57%) Analytical Skills
3 3 (5.88%) Data Centre
4 2 (3.92%) Computer Science
5 1 (1.96%) Cloud Native
5 1 (1.96%) Management Information System
5 1 (1.96%) Public Cloud
Operating Systems
1 13 (25.49%) Linux
2 10 (19.61%) Windows
3 5 (9.80%) Unix
4 2 (3.92%) CentOS
Processes & Methodologies
1 27 (52.94%) Web Development
2 25 (49.02%) Agile Software Development
3 24 (47.06%) Software Engineering
4 23 (45.10%) Scrum
5 20 (39.22%) TDD
6 19 (37.25%) Continuous Integration
7 17 (33.33%) BDD
8 16 (31.37%) Performance Testing
9 15 (29.41%) Extreme Programming
9 15 (29.41%) Unit Testing
10 13 (25.49%) OWASP
10 13 (25.49%) Security Testing
11 12 (23.53%) Business Intelligence
12 10 (19.61%) Digital Marketing
12 10 (19.61%) Programme Management
13 9 (17.65%) Anti-Money Laundering
13 9 (17.65%) Data Analysis
13 9 (17.65%) Prototyping
13 9 (17.65%) SDLC
14 6 (11.76%) Microservices
Programming Languages
1 35 (68.63%) SQL
2 30 (58.82%) Ruby
3 28 (54.90%) Java
4 26 (50.98%) JavaScript
5 9 (17.65%) R
6 8 (15.69%) Perl
7 6 (11.76%) PowerShell
8 5 (9.80%) C
8 5 (9.80%) C++
9 4 (7.84%) Bourne shell
9 4 (7.84%) PL/SQL
10 3 (5.88%) Bash Shell
11 2 (3.92%) Go
Qualifications
1 18 (35.29%) Security Cleared
2 13 (25.49%) SC Cleared
3 11 (21.57%) Degree
4 1 (1.96%) ISEB
4 1 (1.96%) ISTQB
Quality Assurance & Compliance
1 14 (27.45%) QA
2 2 (3.92%) SLA
System Software
1 16 (31.37%) VMware Infrastructure
2 4 (7.84%) Docker
3 3 (5.88%) vSphere
Systems Management
1 4 (7.84%) Kubernetes
1 4 (7.84%) Puppet
2 1 (1.96%) Ansible
2 1 (1.96%) Opscode Chef
Vendors
1 17 (33.33%) VMware
2 10 (19.61%) SAP
3 4 (7.84%) Oracle
4 2 (3.92%) Atlassian
4 2 (3.92%) LANDesk
4 2 (3.92%) Red Hat
4 2 (3.92%) SolarWinds
5 1 (1.96%) SaltStack
Farnborough, Hampshire
Resource Group
Salary: £65,000-£75,000 + Bonus & Benefits
Posted: Yesterday
Farnborough, Hampshire
UKCloud
Salary: Competitive Rates / Negotiable - Pension, Healthcare, Life Cover, Bonu
Posted: 7 days ago
Farnborough
Talent Point
Salary: £40000 - £60000 per annum
Posted: 12 days ago