The following table provides summary statistics for permanent job vacancies advertised in Gloucester 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 23 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
23 Mar 2017
Same period 2016 Same period 2015
Python
Gloucestershire / Gloucester
Rank 11 19 29
Rank change year-on-year +8 +10  
Permanent jobs citing Python 34 23 13
As % of all permanent IT jobs advertised in Gloucester 15.32% 11.68% 5.42%
As % of the Programming Languages category 30.09% 21.50% 10.66%
Number of salaries quoted 33 11 9
Median salary £40,000 £44,000 £50,000
Median salary % change year-on-year -9.09% -12.00%  
90% offered a salary of more than £35,000 £37,500 £28,500
10% offered a salary of more than £50,000 £56,000 £58,500
UK excluding London median salary £45,000 £45,000 £45,000

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 Gloucester with a requirement for programming language skills.

Programming Language Skills
Gloucester
Permanent job vacancies with a requirement for programming language skills 113 107 122
As % of all permanent IT job vacancies advertised in Gloucester 50.90% 54.31% 50.83%
Number of salaries quoted 103 59 110
Median salary £40,000 £45,000 £38,500
Median salary % change year-on-year -11.11% +16.88%  
90% offered a salary of more than £35,000 £30,000 £29,000
10% offered a salary of more than £50,000 £54,000 £60,000
UK excluding London median salary £41,500 £40,500 £40,000
% change year-on-year +2.46% +1.25%  

Python
Job Vacancy Trend in Gloucester

The job posting trend of jobs advertised in Gloucester 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 Gloucester

Python
Salary Trend in Gloucester

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

Salary trend for Python in Gloucester

Python
Salary Histogram in Gloucester

The salary distribution of IT jobs citing Python in Gloucester over the 3 months to 23 March 2017.

Salary histogram for Python in Gloucester

Python
Top 30 Related IT Skills in Gloucester

For the 6 months to 23 March 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 Gloucester region with a requirement for Python.

1 69 (87.34%) Linux
2 50 (63.29%) Perl
3 48 (60.76%) C++
4 47 (59.49%) Security Cleared
5 44 (55.70%) DV Cleared
6 43 (54.43%) Java
7 38 (48.10%) Agile Software Development
8 31 (39.24%) Windows
9 30 (37.97%) Configuration Management
10 29 (36.71%) MySQL
10 29 (36.71%) Bash Shell
10 29 (36.71%) Cybersecurity
11 27 (34.18%) VMware Infrastructure
11 27 (34.18%) VMware
12 26 (32.91%) Puppet
13 25 (31.65%) Software Engineering
13 25 (31.65%) Ruby
14 24 (30.38%) C#
15 23 (29.11%) Cucumber
15 23 (29.11%) Test Scripting
16 22 (27.85%) Docker
17 21 (26.58%) Unix
17 21 (26.58%) Selenium
17 21 (26.58%) Test Strategy
18 19 (24.05%) Red Hat
19 17 (21.52%) JavaScript
20 15 (18.99%) HTML
20 15 (18.99%) Red Hat Enterprise Linux
21 14 (17.72%) Postfix
21 14 (17.72%) Continuous Integration

Python
Top Related IT Skills in Gloucester 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 9 (11.39%) JBoss
2 4 (5.06%) Elasticsearch
3 3 (3.80%) Apache Spark
3 3 (3.80%) Tomcat
4 2 (2.53%) NetWeaver
5 1 (1.27%) Apache
5 1 (1.27%) OpenStack
Applications
1 1 (1.27%) GNU Octave
Business Applications
1 2 (2.53%) Oracle EBS
1 2 (2.53%) SAP IS-U
2 1 (1.27%) SAP Oil and Gas
Cloud Services
1 14 (17.72%) OpenShift
1 14 (17.72%) PaaS
2 1 (1.27%) Amazon AWS
2 1 (1.27%) SaaS
Communications & Networking
1 6 (7.59%) Network Security
2 3 (3.80%) HTTP
2 3 (3.80%) TCP/IP
3 2 (2.53%) Firewall
3 2 (2.53%) IMAP
3 2 (2.53%) LAN
3 2 (2.53%) POP3
3 2 (2.53%) SMTP
3 2 (2.53%) WAN
3 2 (2.53%) Wireless
4 1 (1.27%) DHCP
4 1 (1.27%) DNS
4 1 (1.27%) GSM
4 1 (1.27%) Internet
4 1 (1.27%) Software-Defined Radio
4 1 (1.27%) Wireshark
Database & Business Intelligence
1 29 (36.71%) MySQL
2 11 (13.92%) Hadoop
3 10 (12.66%) MongoDB
4 6 (7.59%) Big Data
5 4 (5.06%) NoSQL
6 3 (3.80%) Apache Hive
7 2 (2.53%) PostgreSQL
7 2 (2.53%) RDBMS
7 2 (2.53%) Relational Database
7 2 (2.53%) SAP BW
7 2 (2.53%) SQL Server
8 1 (1.27%) CouchDB
8 1 (1.27%) OrientDB
Development Applications
1 23 (29.11%) Cucumber
2 21 (26.58%) Selenium
3 11 (13.92%) JMeter
3 11 (13.92%) LoadRunner
4 4 (5.06%) Git (software)
4 4 (5.06%) Jenkins
5 2 (2.53%) HP UFT
5 2 (2.53%) Hudson
5 2 (2.53%) JIRA
5 2 (2.53%) TestDirector
5 2 (2.53%) WinRunner
6 1 (1.27%) JUnit
General
1 3 (3.80%) Finance
1 3 (3.80%) Telecoms
2 2 (2.53%) Banking
2 2 (2.53%) Manufacturing
3 1 (1.27%) Electronics
3 1 (1.27%) Marketing
Job Titles
1 24 (30.38%) Systems Engineer
2 23 (29.11%) Test Engineer
3 22 (27.85%) Linux Engineer
3 22 (27.85%) Linux Systems Engineer
4 17 (21.52%) Software Engineer
5 12 (15.19%) Developer
5 12 (15.19%) Software Test Engineer
6 11 (13.92%) Test Automation Engineer
7 10 (12.66%) Integration Engineer
7 10 (12.66%) Software Integration Engineer
7 10 (12.66%) Test and Integration Engineer
8 7 (8.86%) DV Cleared Software Engineer
8 7 (8.86%) Software Developer
9 6 (7.59%) Developer/Software Engineer
10 5 (6.33%) Automation Test Lead
10 5 (6.33%) Java Developer
10 5 (6.33%) Java Engineer
10 5 (6.33%) Java Software Engineer
11 3 (3.80%) Java Software Developer
11 3 (3.80%) Python Developer
Libraries, Frameworks & Software Standards
1 15 (18.99%) HTML
2 13 (16.46%) CSS
3 11 (13.92%) Hibernate
3 11 (13.92%) jQuery
4 9 (11.39%) J2EE
5 8 (10.13%) XML
6 7 (8.86%) JSF
7 6 (7.59%) EJB
7 6 (7.59%) Java EE
7 6 (7.59%) Spring
7 6 (7.59%) Web Services
8 5 (6.33%) CSS3
8 5 (6.33%) HTML5
9 4 (5.06%) Node.js
10 3 (3.80%) Apache Camel
10 3 (3.80%) LAMP
11 2 (2.53%) Ajax
11 2 (2.53%) AngularJS
11 2 (2.53%) Doctrine
11 2 (2.53%) Middleware
Miscellaneous
1 8 (10.13%) Computer Science
2 5 (6.33%) Device Driver
3 3 (3.80%) PKI
4 2 (2.53%) Analytical Skills
4 2 (2.53%) Management Information System
5 1 (1.27%) Client/Server
5 1 (1.27%) Embedded Systems
5 1 (1.27%) Internet of Things
5 1 (1.27%) SCADA
5 1 (1.27%) User Experience
Operating Systems
1 69 (87.34%) Linux
2 31 (39.24%) Windows
3 21 (26.58%) Unix
4 15 (18.99%) Red Hat Enterprise Linux
5 14 (17.72%) Windows Server
6 8 (10.13%) Android
7 4 (5.06%) Mac OS X
8 3 (3.80%) Apple iOS
9 2 (2.53%) CentOS
9 2 (2.53%) Oracle Linux
9 2 (2.53%) Ubuntu
10 1 (1.27%) Debian
10 1 (1.27%) Solaris
Processes & Methodologies
1 38 (48.10%) Agile Software Development
2 30 (37.97%) Configuration Management
3 29 (36.71%) Cybersecurity
4 25 (31.65%) Software Engineering
5 23 (29.11%) Test Scripting
6 21 (26.58%) Test Strategy
7 14 (17.72%) Continuous Integration
8 13 (16.46%) SDLC
9 11 (13.92%) DevOps
9 11 (13.92%) Non-Functional Testing
9 11 (13.92%) Test Automation
10 10 (12.66%) Scrum
10 10 (12.66%) Validation
11 7 (8.86%) Software Architecture
12 6 (7.59%) Analytics
12 6 (7.59%) Data Analytics
12 6 (7.59%) Software Delivery
12 6 (7.59%) Stakeholder Management
12 6 (7.59%) UML
13 5 (6.33%) OO
Programming Languages
1 50 (63.29%) Perl
2 48 (60.76%) C++
3 43 (54.43%) Java
4 29 (36.71%) Bash Shell
5 25 (31.65%) Ruby
6 24 (30.38%) C#
7 17 (21.52%) JavaScript
8 12 (15.19%) C
9 11 (13.92%) SQL
10 2 (2.53%) PHP
10 2 (2.53%) PL/SQL
10 2 (2.53%) PowerShell
10 2 (2.53%) VB
11 1 (1.27%) Embedded C
11 1 (1.27%) Fortran
11 1 (1.27%) MATLAB
11 1 (1.27%) Pascal
Qualifications
1 47 (59.49%) Security Cleared
2 44 (55.70%) DV Cleared
3 11 (13.92%) ISEB
3 11 (13.92%) ISTQB
4 10 (12.66%) Degree
5 5 (6.33%) SC Cleared
6 2 (2.53%) BPSS Clearance
6 2 (2.53%) PhD
7 1 (1.27%) MCITP
7 1 (1.27%) MCTS
7 1 (1.27%) Microsoft Certification
System Software
1 27 (34.18%) VMware Infrastructure
2 22 (27.85%) Docker
3 14 (17.72%) Dovecot
3 14 (17.72%) Postfix
4 12 (15.19%) Hyper-V
5 1 (1.27%) Active Directory
5 1 (1.27%) Firmware
5 1 (1.27%) vSphere
Systems Management
1 26 (32.91%) Puppet
2 13 (16.46%) HP Quality Center
3 5 (6.33%) Opscode Chef
4 2 (2.53%) Nagios
5 1 (1.27%) Ansible
5 1 (1.27%) Cisco CUCM
5 1 (1.27%) Graphite
5 1 (1.27%) Kubernetes
5 1 (1.27%) OpenView
5 1 (1.27%) SCCM
Vendors
1 27 (34.18%) VMware
2 19 (24.05%) Red Hat
3 14 (17.72%) Oracle
4 13 (16.46%) HP
5 5 (6.33%) Microsoft
6 3 (3.80%) SAP
7 1 (1.27%) Atlassian
7 1 (1.27%) Cisco
7 1 (1.27%) F5
7 1 (1.27%) Sophos