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 28 March 2017 with a comparison to the same period in the previous 2 years.

Python
South West / Gloucestershire
3 months to
28 Mar 2017
Same period 2016 Same period 2015
Rank 21 22 46
Rank change year-on-year +1 +24  
Permanent jobs citing Python 106 119 56
As % of all permanent IT jobs advertised in Gloucestershire 12.76% 11.15% 5.37%
As % of the Programming Languages category 18.53% 20.55% 9.06%
Number of salaries quoted 92 86 35
Median salary £40,000 £50,000 £42,500
Median salary % change year-on-year -20.00% +17.64%  
90% offered a salary of more than £32,500 £39,500 £28,500
10% offered a salary of more than £52,500 £60,000 £55,000
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 Gloucestershire with a requirement for programming language skills.

Programming Language Skills
Gloucestershire
Permanent job vacancies with a requirement for programming language skills 572 579 618
As % of all permanent IT job vacancies advertised in Gloucestershire 68.83% 54.26% 59.31%
Number of salaries quoted 460 408 505
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 £32,500 £35,000 £28,500
10% offered a salary of more than £55,000 £52,500 £60,000
UK excluding London median salary £41,500 £41,000 £40,000
% change year-on-year +1.21% +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 28 March 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 28 March 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
Gloucester +8 34 £40,000 -6.97% 3
Cheltenham -9 24 £50,000 - 2
Tewkesbury -2 2 £43,000 +1.17%
Python
South West

For the 6 months to 28 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 Gloucestershire region with a requirement for Python.

1 172 (72.27%) Security Cleared
2 159 (66.81%) Java
3 147 (61.76%) Agile Software Development
4 138 (57.98%) Linux
5 135 (56.72%) C++
6 125 (52.52%) Software Engineering
7 122 (51.26%) DV Cleared
8 105 (44.12%) C
9 89 (37.39%) Cybersecurity
10 87 (36.55%) JavaScript
11 84 (35.29%) Perl
12 82 (34.45%) C#
13 69 (28.99%) Windows
14 64 (26.89%) Hadoop
14 64 (26.89%) Bash Shell
15 63 (26.47%) DevOps
16 60 (25.21%) Spring
17 59 (24.79%) Java EE
18 56 (23.53%) Big Data
19 52 (21.85%) Ruby
20 51 (21.43%) JIRA
20 51 (21.43%) Scrum
20 51 (21.43%) Android
21 50 (21.01%) HTML
22 49 (20.59%) Hibernate
23 45 (18.91%) MySQL
23 45 (18.91%) EJB
24 43 (18.07%) Red Hat
24 43 (18.07%) MongoDB
25 42 (17.65%) User Stories

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 (13.03%) Confluence
2 30 (12.61%) Apache Pig
3 27 (11.34%) Apache Spark
4 25 (10.50%) WebLogic
5 23 (9.66%) Elasticsearch
6 18 (7.56%) JBoss
7 16 (6.72%) Apache
8 12 (5.04%) Tomcat
9 7 (2.94%) Mule
9 7 (2.94%) Mule ESB
9 7 (2.94%) OpenStack
10 2 (0.84%) NetWeaver
Applications
1 3 (1.26%) GNU Octave
Business Applications
1 11 (4.62%) SAP Oil and Gas
2 2 (0.84%) Oracle EBS
2 2 (0.84%) SAP IS-U
Cloud Services
1 15 (6.30%) OpenShift
1 15 (6.30%) PaaS
2 10 (4.20%) Amazon AWS
2 10 (4.20%) SaaS
3 7 (2.94%) Amazon EC2
4 1 (0.42%) GitHub
4 1 (0.42%) Microsoft Azure
Communications & Networking
1 16 (6.72%) HTTP
1 16 (6.72%) Internet
2 12 (5.04%) Network Security
2 12 (5.04%) SSL
3 8 (3.36%) TCP/IP
4 6 (2.52%) Firewall
4 6 (2.52%) HTTPS
5 4 (1.68%) Wireless
6 3 (1.26%) Software-Defined Radio
7 2 (0.84%) DHCP
7 2 (0.84%) DNS
7 2 (0.84%) IMAP
7 2 (0.84%) LAN
7 2 (0.84%) POP3
7 2 (0.84%) SMTP
7 2 (0.84%) WAN
7 2 (0.84%) Wireshark
8 1 (0.42%) GSM
Database & Business Intelligence
1 64 (26.89%) Hadoop
2 56 (23.53%) Big Data
3 45 (18.91%) MySQL
4 43 (18.07%) MongoDB
5 32 (13.45%) Apache Hive
6 13 (5.46%) NoSQL
7 12 (5.04%) RDBMS
7 12 (5.04%) Relational Database
8 11 (4.62%) Apache Accumulo
9 10 (4.20%) Apache Cassandra
10 7 (2.94%) Amazon DynamoDB
11 6 (2.52%) SQL Server
12 3 (1.26%) Geospatial Data
12 3 (1.26%) GIS
12 3 (1.26%) PostgreSQL
13 2 (0.84%) MariaDB
13 2 (0.84%) SAP BW
14 1 (0.42%) Blockchain
14 1 (0.42%) CouchDB
14 1 (0.42%) OrientDB
Development Applications
1 51 (21.43%) JIRA
2 38 (15.97%) Selenium
3 34 (14.29%) Jenkins
4 27 (11.34%) Atlassian Bamboo
5 25 (10.50%) Cucumber
5 25 (10.50%) JUnit
6 24 (10.08%) Git (software)
7 21 (8.82%) JMeter
8 20 (8.40%) Bitbucket
9 15 (6.30%) EasyMock
10 12 (5.04%) LoadRunner
11 7 (2.94%) IntelliJ
12 6 (2.52%) WATIR
13 4 (1.68%) CodeSonar
13 4 (1.68%) git-flow
13 4 (1.68%) Robot Framework
14 3 (1.26%) Metasploit
15 2 (0.84%) Hudson
15 2 (0.84%) SoapUI
15 2 (0.84%) WinRunner
General
1 29 (12.18%) Games
2 22 (9.24%) Telecoms
3 13 (5.46%) Electronics
3 13 (5.46%) Finance
3 13 (5.46%) Manufacturing
4 12 (5.04%) Marketing
5 7 (2.94%) Retail
6 2 (0.84%) Banking
6 2 (0.84%) Legal
7 1 (0.42%) Aerospace
Job Titles
1 74 (31.09%) Software Engineer
2 56 (23.53%) Test Engineer
3 39 (16.39%) Developer
4 37 (15.55%) Systems Engineer
5 30 (12.61%) Java Engineer
6 27 (11.34%) Linux Engineer
7 25 (10.50%) Java Software Engineer
8 23 (9.66%) Linux Systems Engineer
8 23 (9.66%) Software Developer
9 21 (8.82%) Test Automation Engineer
10 20 (8.40%) Consultant
11 19 (7.98%) Java Developer
11 19 (7.98%) Software Test Engineer
12 18 (7.56%) Developer/Software Engineer
13 15 (6.30%) Software Consultant
14 11 (4.62%) Analyst
14 11 (4.62%) Graduate
14 11 (4.62%) Integration Engineer
14 11 (4.62%) Test and Integration Engineer
15 10 (4.20%) Test Analyst
Libraries, Frameworks & Software Standards
1 60 (25.21%) Spring
2 59 (24.79%) Java EE
3 50 (21.01%) HTML
4 49 (20.59%) Hibernate
5 45 (18.91%) EJB
6 42 (17.65%) J2EE
7 31 (13.03%) XML
8 30 (12.61%) CSS
9 26 (10.92%) STL
10 25 (10.50%) Node.js
11 23 (9.66%) JSF
12 21 (8.82%) AngularJS
12 21 (8.82%) jQuery
13 18 (7.56%) HTML5
14 17 (7.14%) Apache Camel
15 16 (6.72%) SOAP
16 15 (6.30%) CSS3
17 14 (5.88%) LAMP
17 14 (5.88%) REST
17 14 (5.88%) Web Services
Miscellaneous
1 15 (6.30%) Wiki
2 14 (5.88%) Computer Science
3 13 (5.46%) Analytical Skills
4 10 (4.20%) Embedded Systems
4 10 (4.20%) PKI
5 7 (2.94%) Device Driver
5 7 (2.94%) iPhone
6 6 (2.52%) Cybercrime
6 6 (2.52%) Management Information System
7 4 (1.68%) Cyberthreat
8 2 (0.84%) Mobile App
8 2 (0.84%) User Experience
9 1 (0.42%) Bitcoin
9 1 (0.42%) CESG
9 1 (0.42%) Client/Server
9 1 (0.42%) Cyber Defence
9 1 (0.42%) Internet of Things
9 1 (0.42%) SCADA
Operating Systems
1 138 (57.98%) Linux
2 69 (28.99%) Windows
3 51 (21.43%) Android
4 38 (15.97%) Unix
5 35 (14.71%) Apple iOS
6 31 (13.03%) Red Hat Enterprise Linux
7 28 (11.76%) CentOS
8 19 (7.98%) Windows Server
9 16 (6.72%) Mac OS X
10 7 (2.94%) Windows Phone
11 4 (1.68%) FreeBSD
12 3 (1.26%) Ubuntu
12 3 (1.26%) Windows Server 2012
13 2 (0.84%) Debian
13 2 (0.84%) Oracle Linux
14 1 (0.42%) Solaris
Processes & Methodologies
1 147 (61.76%) Agile Software Development
2 125 (52.52%) Software Engineering
3 89 (37.39%) Cybersecurity
4 63 (26.47%) DevOps
5 51 (21.43%) Scrum
6 42 (17.65%) User Stories
7 40 (16.81%) OO
8 38 (15.97%) Configuration Management
8 38 (15.97%) ITIL
9 36 (15.13%) Continuous Integration
10 34 (14.29%) TDD
11 32 (13.45%) Test Scripting
12 31 (13.03%) Mentoring
13 30 (12.61%) Service Delivery
14 29 (12.18%) SDLC
15 27 (11.34%) Reverse Engineering
15 27 (11.34%) Test Strategy
16 26 (10.92%) Analytics
16 26 (10.92%) Coaching
17 25 (10.50%) Multithreading
Programming Languages
1 159 (66.81%) Java
2 135 (56.72%) C++
3 105 (44.12%) C
4 87 (36.55%) JavaScript
5 84 (35.29%) Perl
6 82 (34.45%) C#
7 64 (26.89%) Bash Shell
8 52 (21.85%) Ruby
9 32 (13.45%) Objective-C
10 31 (13.03%) SQL
11 27 (11.34%) PowerShell
12 22 (9.24%) PHP
13 15 (6.30%) VB
14 7 (2.94%) Scala
15 5 (2.10%) Embedded C
16 3 (1.26%) MATLAB
17 2 (0.84%) PL/SQL
17 2 (0.84%) R
18 1 (0.42%) Groovy
18 1 (0.42%) TypeScript
Qualifications
1 172 (72.27%) Security Cleared
2 122 (51.26%) DV Cleared
3 32 (13.45%) Degree
4 22 (9.24%) ISTQB
5 19 (7.98%) SC Cleared
6 16 (6.72%) ISEB
7 10 (4.20%) GIAC
8 9 (3.78%) Microsoft Certification
9 8 (3.36%) CCNA
9 8 (3.36%) Cisco Certification
9 8 (3.36%) CISSP
9 8 (3.36%) CompTIA Security+
9 8 (3.36%) Linux+ Certification
9 8 (3.36%) MCSE
9 8 (3.36%) Network+ Certification
9 8 (3.36%) SANS
9 8 (3.36%) Security+ Certification
9 8 (3.36%) SSCP
10 6 (2.52%) ISTQB Foundation Certification
11 3 (1.26%) PhD
Quality Assurance & Compliance
1 1 (0.42%) QA
System Software
1 39 (16.39%) VMware Infrastructure
2 27 (11.34%) Docker
3 19 (7.98%) Hyper-V
4 15 (6.30%) Dovecot
4 15 (6.30%) Postfix
5 5 (2.10%) vSphere
6 2 (0.84%) Active Directory
7 1 (0.42%) Firmware
7 1 (0.42%) VirtualBox
Systems Management
1 41 (17.23%) Puppet
2 14 (5.88%) HP Quality Center
3 9 (3.78%) Opscode Chef
4 5 (2.10%) Salt
5 2 (0.84%) Ansible
5 2 (0.84%) EnCase
5 2 (0.84%) Nagios
6 1 (0.42%) Cisco CUCM
6 1 (0.42%) Graphite
6 1 (0.42%) Kubernetes
6 1 (0.42%) OpenView
6 1 (0.42%) SCCM
Vendors
1 43 (18.07%) Red Hat
2 40 (16.81%) VMware
3 32 (13.45%) HP
4 26 (10.92%) Oracle
5 23 (9.66%) Atlassian
6 13 (5.46%) SAP
7 12 (5.04%) Microsoft
8 7 (2.94%) Apple
8 7 (2.94%) Cisco
9 6 (2.52%) CA Agile Central
10 3 (1.26%) ESRI
11 1 (0.42%) F5
11 1 (0.42%) Rackspace
11 1 (0.42%) Sophos
11 1 (0.42%) Zend
Gloucestershire
Informatiq Consulting
Salary: £40000 - £45000 per annum + Benefits
Posted: 16 hours ago
Stroud, Gloucestershire
Experis Ltd
Posted: Yesterday
Gloucester, Gloucestershire
Evolution Recruitment Solutions
Salary: 40,000 - 60,000 plus excellent benefits
Posted: 15 hours ago
Cheltenham, Gloucestershire
Evolution Recruitment Solutions
Salary: 30,000 - 45,000 plus benefits
Posted: Yesterday
Cheltenham, Gloucestershire
Evolution Recruitment Solutions
Salary: 35,000 - 60,000 plsu benefits
Posted: 4 days ago
Dursley, Gloucestershire
Claremont Consulting Ltd
Salary: From £36,000 to £45,000 per annum
Posted: 4 days ago
Gloucester, Gloucestershire
Proactive Appointments
Salary: £36000 - £45000 per annum + Brilliant Benefits
Posted: 5 days ago
Gloucester, Gloucestershire
Evolution Recruitment Solutions
Salary: 40,000 - 70,000 plus benefits
Posted: Yesterday
Gloucestershire
Computer Futures
Salary: £45000 - £50000 per annum + competitive
Posted: 22 days ago