The following table provides summary statistics for permanent job vacancies advertised in Gloucestershire 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 25 June 2017 with a comparison to the same period in the previous 2 years.

Python
South West / Gloucestershire
3 months to
25 Jun 2017
Same period 2016 Same period 2015
Rank 27 16 35
Rank change year-on-year -11 +19  
Permanent jobs citing Python 94 146 79
As % of all permanent IT jobs advertised in Gloucestershire 10.15% 15.07% 7.45%
As % of the Programming Languages category 15.14% 23.82% 12.60%
Number of salaries quoted 84 106 65
Median salary £42,500 £47,500 £45,000
Median salary % change year-on-year -10.52% +5.55%  
90% offered a salary of more than £37,500 £35,000 £30,000
10% offered a salary of more than £55,000 £60,000 £55,000
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 Gloucestershire with a requirement for programming language skills.

Programming Language Skills
Gloucestershire
Permanent job vacancies with a requirement for programming language skills 621 613 627
As % of all permanent IT job vacancies advertised in Gloucestershire 67.06% 63.26% 59.10%
Number of salaries quoted 517 440 502
Median salary £40,000 £45,000 £40,000
Median salary % change year-on-year -11.11% +12.50%  
90% offered a salary of more than £30,000 £30,250 £29,500
10% offered a salary of more than £55,000 £52,500 £55,000
UK excluding London median salary £42,500 £41,000 £40,000
% change year-on-year +3.65% +2.50%  

Python
Job Vacancy Trend in Gloucestershire

The job posting trend of jobs advertised in Gloucestershire 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 Gloucestershire

Python
Salary Trend in Gloucestershire

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

Salary trend for Python in Gloucestershire

Python
Salary Histogram in Gloucestershire

The salary distribution of IT jobs citing Python in Gloucestershire over the 3 months to 25 June 2017.

Salary histogram for Python in Gloucestershire

Python
Job Locations in Gloucestershire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Python within the Gloucestershire region over the 3 months to 25 June 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Cheltenham -6 33 £45,000 -10.00% 5
Gloucester -10 24 £42,500 -5.55% 2
Tewkesbury - 5 £45,000 -
Stroud - 4 - -
Cirencester -31 1 £45,000 -
Python
South West

For the 6 months to 25 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 Gloucestershire region with a requirement for Python.

1 129 (64.50%) Java
2 118 (59.00%) Security Cleared
3 109 (54.50%) Agile Software Development
4 107 (53.50%) Linux
5 98 (49.00%) C++
6 97 (48.50%) Software Engineering
7 84 (42.00%) DV Cleared
8 66 (33.00%) C
8 66 (33.00%) C#
9 61 (30.50%) Cybersecurity
9 61 (30.50%) DevOps
10 58 (29.00%) JavaScript
11 56 (28.00%) Perl
12 50 (25.00%) Hadoop
13 48 (24.00%) Windows
14 47 (23.50%) Big Data
15 46 (23.00%) Red Hat
15 46 (23.00%) Java EE
16 45 (22.50%) Jenkins
17 43 (21.50%) Bash Shell
17 43 (21.50%) Continuous Integration
18 42 (21.00%) Spring
19 41 (20.50%) MongoDB
20 39 (19.50%) Ruby
20 39 (19.50%) OO
21 38 (19.00%) JIRA
22 37 (18.50%) Puppet
22 37 (18.50%) Test Automation
23 36 (18.00%) SQL
24 35 (17.50%) Atlassian Bamboo

Python
Co-occurring IT Skills in Gloucestershire 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 31 (15.50%) Apache
2 29 (14.50%) Apache Spark
3 26 (13.00%) Confluence
4 18 (9.00%) Elasticsearch
5 13 (6.50%) Apache Pig
5 13 (6.50%) OpenStack
6 10 (5.00%) JBoss
6 10 (5.00%) WebLogic
7 8 (4.00%) Tomcat
8 4 (2.00%) Mule
8 4 (2.00%) Mule ESB
8 4 (2.00%) nginx
9 1 (0.50%) Alfresco
9 1 (0.50%) ArcGIS
9 1 (0.50%) CMS
Business Applications
1 17 (8.50%) SAP Oil and Gas
Cloud Services
1 16 (8.00%) Amazon AWS
2 13 (6.50%) OpenShift
3 10 (5.00%) Microsoft Azure
4 9 (4.50%) PaaS
5 8 (4.00%) GitHub
6 7 (3.50%) SaaS
7 4 (2.00%) Amazon EC2
8 3 (1.50%) Google Cloud Platform
9 1 (0.50%) Cloud Computing
Communications & Networking
1 16 (8.00%) Internet
2 6 (3.00%) Network Security
3 5 (2.50%) Firewall
3 5 (2.50%) HTTP
4 4 (2.00%) TCP/IP
5 3 (1.50%) Wireless
6 2 (1.00%) DHCP
6 2 (1.00%) DNS
6 2 (1.00%) Wireshark
7 1 (0.50%) Ethernet
7 1 (0.50%) IMAP
7 1 (0.50%) Intranet
7 1 (0.50%) LAN
7 1 (0.50%) POP3
7 1 (0.50%) SMTP
7 1 (0.50%) WAN
Database & Business Intelligence
1 50 (25.00%) Hadoop
2 47 (23.50%) Big Data
3 41 (20.50%) MongoDB
4 32 (16.00%) MySQL
5 22 (11.00%) Apache Cassandra
6 21 (10.50%) Apache Hive
7 19 (9.50%) NoSQL
8 11 (5.50%) MariaDB
9 8 (4.00%) Apache Accumulo
10 7 (3.50%) Relational Database
11 6 (3.00%) Geospatial Data
11 6 (3.00%) GIS
11 6 (3.00%) RDBMS
12 4 (2.00%) Amazon DynamoDB
12 4 (2.00%) PostgreSQL
13 3 (1.50%) HBase
13 3 (1.50%) Redis
14 2 (1.00%) CouchDB
15 1 (0.50%) Blockchain
15 1 (0.50%) SQL Server
Development Applications
1 45 (22.50%) Jenkins
2 38 (19.00%) JIRA
3 35 (17.50%) Atlassian Bamboo
4 29 (14.50%) Bitbucket
4 29 (14.50%) JUnit
5 27 (13.50%) Git (software)
6 26 (13.00%) EasyMock
7 22 (11.00%) Selenium
8 18 (9.00%) JMeter
9 16 (8.00%) Cucumber
10 13 (6.50%) LoadRunner
11 5 (2.50%) WATIR
12 4 (2.00%) IntelliJ
12 4 (2.00%) Subversion
13 3 (1.50%) Metasploit
13 3 (1.50%) Vagrant
14 2 (1.00%) IDA Disassembler
15 1 (0.50%) Gatling
15 1 (0.50%) SonarQube
15 1 (0.50%) Sonatype Nexus
General
1 23 (11.50%) Electronics
2 21 (10.50%) Telecoms
3 18 (9.00%) Finance
3 18 (9.00%) Manufacturing
3 18 (9.00%) Marketing
4 12 (6.00%) Games
5 5 (2.50%) Aerospace
6 4 (2.00%) Retail
7 2 (1.00%) Legal
8 1 (0.50%) Billing
Job Titles
1 72 (36.00%) Software Engineer
2 45 (22.50%) Developer
3 35 (17.50%) Java Engineer
3 35 (17.50%) Java Software Engineer
4 27 (13.50%) Linux Engineer
5 25 (12.50%) Software Developer
5 25 (12.50%) Test Engineer
6 23 (11.50%) Linux Systems Engineer
7 20 (10.00%) Developer/Software Engineer
7 20 (10.00%) Systems Engineer
8 18 (9.00%) Java Developer
9 16 (8.00%) Administrator
9 16 (8.00%) Linux Administrator
9 16 (8.00%) Linux Systems Administrator
9 16 (8.00%) Systems Administrator
10 15 (7.50%) Consultant
11 14 (7.00%) Test Automation Engineer
12 11 (5.50%) DevOps Engineer
12 11 (5.50%) Java Software Developer
13 10 (5.00%) Senior Developer
Libraries, Frameworks & Software Standards
1 46 (23.00%) Java EE
2 42 (21.00%) Spring
3 33 (16.50%) EJB
3 33 (16.50%) HTML
4 23 (11.50%) JSF
5 22 (11.00%) CSS
5 22 (11.00%) Hibernate
6 18 (9.00%) J2EE
7 14 (7.00%) AngularJS
7 14 (7.00%) Node.js
7 14 (7.00%) XML
8 13 (6.50%) HTML5
8 13 (6.50%) React
9 12 (6.00%) STL
10 9 (4.50%) RESTful
11 7 (3.50%) jQuery
11 7 (3.50%) SOAP
11 7 (3.50%) Web Services
12 6 (3.00%) .NET
12 6 (3.00%) REST
Miscellaneous
1 21 (10.50%) Wiki
2 9 (4.50%) Computer Science
3 7 (3.50%) Analytical Skills
3 7 (3.50%) Management Information System
4 5 (2.50%) Embedded Systems
5 4 (2.00%) Cyberthreat
6 3 (1.50%) Cybercrime
6 3 (1.50%) Greenfield Project
7 2 (1.00%) Algorithms
7 2 (1.00%) Cyber Attack
7 2 (1.00%) Cyber Defence
7 2 (1.00%) Device Driver
7 2 (1.00%) Internet of Things
7 2 (1.00%) User Experience
8 1 (0.50%) Bitcoin
8 1 (0.50%) Clustering
8 1 (0.50%) iPad
8 1 (0.50%) Linux Command Line
Operating Systems
1 107 (53.50%) Linux
2 48 (24.00%) Windows
3 34 (17.00%) CentOS
4 32 (16.00%) Red Hat Enterprise Linux
5 25 (12.50%) Android
6 20 (10.00%) Apple iOS
6 20 (10.00%) Unix
7 14 (7.00%) Windows Server
8 9 (4.50%) Mac OS X
9 5 (2.50%) Debian
9 5 (2.50%) FreeBSD
10 4 (2.00%) Windows Server 2012
11 3 (1.50%) Ubuntu
12 1 (0.50%) AIX
12 1 (0.50%) HPUX
12 1 (0.50%) Oracle Linux
12 1 (0.50%) Solaris
12 1 (0.50%) Windows Server 2008
Processes & Methodologies
1 109 (54.50%) Agile Software Development
2 97 (48.50%) Software Engineering
3 61 (30.50%) Cybersecurity
3 61 (30.50%) DevOps
4 43 (21.50%) Continuous Integration
5 39 (19.50%) OO
6 37 (18.50%) Test Automation
7 33 (16.50%) Scrum
8 30 (15.00%) ITIL
8 30 (15.00%) Open Source
9 28 (14.00%) TDD
10 26 (13.00%) Service Delivery
11 24 (12.00%) Analytics
12 22 (11.00%) OOD
13 21 (10.50%) Test Scripting
14 20 (10.00%) Configuration Management
15 17 (8.50%) Business Intelligence
15 17 (8.50%) Digital Marketing
15 17 (8.50%) Programme Management
16 15 (7.50%) Test Strategy
Programming Languages
1 129 (64.50%) Java
2 98 (49.00%) C++
3 66 (33.00%) C
3 66 (33.00%) C#
4 58 (29.00%) JavaScript
5 56 (28.00%) Perl
6 43 (21.50%) Bash Shell
7 39 (19.50%) Ruby
8 36 (18.00%) SQL
9 25 (12.50%) PowerShell
10 12 (6.00%) PHP
11 9 (4.50%) Objective-C
12 8 (4.00%) Scala
12 8 (4.00%) VB
13 3 (1.50%) Go
14 2 (1.00%) Fortran
14 2 (1.00%) Pascal
14 2 (1.00%) TypeScript
15 1 (0.50%) Groovy
15 1 (0.50%) Shell Script
Qualifications
1 118 (59.00%) Security Cleared
2 84 (42.00%) DV Cleared
3 18 (9.00%) ISTQB
4 15 (7.50%) Degree
5 14 (7.00%) ISEB
6 12 (6.00%) SC Cleared
7 5 (2.50%) ISTQB Foundation Certification
8 3 (1.50%) Computer Science Degree
8 3 (1.50%) PhD
9 2 (1.00%) CEH
9 2 (1.00%) CREST Certified
9 2 (1.00%) EC-Council LPT
9 2 (1.00%) ECSA
9 2 (1.00%) EnCE
9 2 (1.00%) GCFA
9 2 (1.00%) GIAC
9 2 (1.00%) GPEN
9 2 (1.00%) Master's Degree
9 2 (1.00%) Numerate Degree
10 1 (0.50%) MCTS
System Software
1 20 (10.00%) Docker
2 17 (8.50%) VMware Infrastructure
3 14 (7.00%) Dovecot
3 14 (7.00%) Postfix
4 4 (2.00%) Ceph
5 3 (1.50%) Hyper-V
6 2 (1.00%) Active Directory
7 1 (0.50%) vSphere
Systems Management
1 37 (18.50%) Puppet
2 12 (6.00%) HP Quality Center
3 11 (5.50%) Opscode Chef
4 9 (4.50%) Ansible
5 6 (3.00%) Kubernetes
6 4 (2.00%) Galera Cluster
7 2 (1.00%) EnCase
7 2 (1.00%) Nagios
8 1 (0.50%) Cisco CUCM
8 1 (0.50%) Graphite
8 1 (0.50%) OpenView
8 1 (0.50%) SCCM
Vendors
1 46 (23.00%) Red Hat
2 28 (14.00%) VMware
3 22 (11.00%) HP
4 17 (8.50%) SAP
5 15 (7.50%) Oracle
6 8 (4.00%) Atlassian
7 7 (3.50%) Microsoft
8 6 (3.00%) ESRI
9 5 (2.50%) CA Agile Central
10 4 (2.00%) Apple
10 4 (2.00%) Scality
11 3 (1.50%) Google
12 1 (0.50%) Cisco
12 1 (0.50%) F5
12 1 (0.50%) Sophos
12 1 (0.50%) Splunk
Cheltenham
Searchability
Salary: £40000 - £60000 per annum
Posted: 4 days ago
Gloucestershire
Sanderson Government & Defence
Posted: 3 days ago
Gloucester, Gloucestershire
ANSON MCCADE
Salary: £75,000 - 85,000 (Plus Excellent Package!!)
Posted: 4 days ago
Cheltenham
Searchability
Salary: £40000 - £60000 per annum
Posted: 4 days ago
Gloucester, Gloucestershire
Greywood Associates Limited
Salary: £35000 - £45000 per annum + Benefits
Posted: 5 days ago
Gloucestershire
Sanderson Government & Defence
Posted: 3 days ago
Cheltenham, Gloucestershire
IntaPeople
Salary: £30000 - £50000 per annum
Posted: 6 days ago