The table below looks at the statistics for Python skills in IT jobs advertised for the Gloucestershire region. Included is a guide to the salaries offered in IT jobs that have cited Python over the 3 months to 22 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
22 Jan 2017
Same period 2016 Same period 2015
Python
South West / Gloucestershire
Rank 18 24 38
Rank change year-on-year
+6 +14
Permanent jobs citing Python 132 86 69
As % of all permanent IT jobs located in Gloucestershire 12.93% 9.52% 6.35%
As % of the Programming Languages category 20.40% 18.74% 10.47%
Number of salaries quoted 110 66 54
Median salary £41,000 £50,000 £47,500
Median salary % change year-on-year
-18.00% +5.26%
90% offered a salary of more than £32,500 £38,500 £33,250
10% offered a salary of more than £52,500 £60,000 £60,000
UK excluding London median salary £45,000 £45,000 £43,500
% change year-on-year
- +3.44%

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

Programming Languages Category
Gloucestershire
Permanent IT job ads with a match in the
Programming Languages category
647 459 659
As % of all permanent IT jobs located in Gloucestershire 63.37% 50.83% 60.63%
Number of salaries quoted 535 357 561
Median salary £42,500 £44,000 £42,500
Median salary % change year-on-year
-3.40% +3.52%
90% offered a salary of more than £32,500 £31,000 £30,000
10% offered a salary of more than £55,000 £52,500 £65,000
UK excluding London median salary £42,500 £41,000 £40,000
% change year-on-year
+3.65% +2.50%

Python
Jobs Demand Trend in Gloucestershire

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

Python Jobs Demand Trend in Gloucestershire

Python
Salary Trend in Gloucestershire

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

Python Salary Trend in Gloucestershire

Python
Salary Histogram in Gloucestershire

This chart provides a salary histogram for IT jobs citing Python across the Gloucestershire region over the 3 months to 22 January 2017.

Python Salary Histogram 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 22 January 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 +12 43 £41,250 -12.23% 5
Cheltenham -11 22 £50,000 -9.09% 7
Tewkesbury -5 3 £41,000 +2.50%
Cirencester - 2 £40,000 -
Python
South West

Python
Top 30 Related IT Skills in Gloucestershire

For the 6 months to 22 January 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.

1 205 (68.11%) Java
2 203 (67.44%) Security Cleared
3 196 (65.12%) Agile Software Development
4 184 (61.13%) C++
5 181 (60.13%) Linux
6 177 (58.80%) Software Engineering
7 149 (49.50%) DV Cleared
8 145 (48.17%) C
9 117 (38.87%) JavaScript
10 115 (38.21%) Perl
11 111 (36.88%) C#
12 107 (35.55%) Cybersecurity
13 92 (30.56%) Spring
14 90 (29.90%) Hibernate
15 83 (27.57%) Scrum
16 78 (25.91%) Ruby
17 77 (25.58%) Java EE
17 77 (25.58%) DevOps
18 75 (24.92%) Big Data
19 74 (24.58%) Hadoop
20 70 (23.26%) HTML
21 68 (22.59%) Bash Shell
22 67 (22.26%) MongoDB
23 65 (21.59%) Android
24 64 (21.26%) Windows
25 62 (20.60%) JIRA
26 60 (19.93%) Unix
27 58 (19.27%) MySQL
28 56 (18.60%) User Stories
29 55 (18.27%) J2EE

Python
Top Related 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 41 (13.62%) Apache Pig
2 35 (11.63%) JBoss
3 32 (10.63%) WebLogic
4 30 (9.97%) Elasticsearch
5 28 (9.30%) Confluence
6 26 (8.64%) Apache Spark
6 26 (8.64%) Tomcat
7 21 (6.98%) Mule
7 21 (6.98%) Mule ESB
8 12 (3.99%) Apache
9 4 (1.33%) OpenStack
10 2 (0.66%) NetWeaver
11 1 (0.33%) Apache Solr
Applications
1 4 (1.33%) GNU Octave
Business Applications
1 21 (6.98%) SAP Oil and Gas
2 2 (0.66%) Oracle EBS
Cloud Services
1 27 (8.97%) SaaS
2 24 (7.97%) Amazon AWS
3 21 (6.98%) Amazon EC2
4 11 (3.65%) OpenShift
4 11 (3.65%) PaaS
5 2 (0.66%) Microsoft Azure
6 1 (0.33%) GitHub
6 1 (0.33%) Mailgun
Communications & Networking
1 22 (7.31%) Internet
2 20 (6.64%) HTTP
2 20 (6.64%) TCP/IP
3 18 (5.98%) SSL
4 12 (3.99%) Wireless
5 11 (3.65%) Network Security
6 10 (3.32%) HTTPS
6 10 (3.32%) Modbus
6 10 (3.32%) RS-485
7 8 (2.66%) Firewall
8 4 (1.33%) Software-Defined Radio
9 3 (1.00%) Wireshark
10 1 (0.33%) DHCP
10 1 (0.33%) DNS
10 1 (0.33%) GSM
10 1 (0.33%) IMAP
10 1 (0.33%) LAN
10 1 (0.33%) POP3
10 1 (0.33%) SMTP
10 1 (0.33%) WAN
Database & Business Intelligence
1 75 (24.92%) Big Data
2 74 (24.58%) Hadoop
3 67 (22.26%) MongoDB
4 58 (19.27%) MySQL
5 43 (14.29%) Apache Hive
6 25 (8.31%) NoSQL
6 25 (8.31%) Relational Database
7 24 (7.97%) RDBMS
8 21 (6.98%) Amazon DynamoDB
9 11 (3.65%) SQL Server
10 10 (3.32%) Apache Accumulo
11 4 (1.33%) Apache Cassandra
12 3 (1.00%) GIS
13 2 (0.66%) MariaDB
13 2 (0.66%) OrientDB
13 2 (0.66%) PostgreSQL
13 2 (0.66%) Redis
13 2 (0.66%) SAP BW
14 1 (0.33%) HBase
14 1 (0.33%) Neo4j
Development Applications
1 62 (20.60%) JIRA
2 43 (14.29%) Git (software)
2 43 (14.29%) Selenium
3 32 (10.63%) JUnit
4 27 (8.97%) Cucumber
4 27 (8.97%) Jenkins
5 21 (6.98%) Atlassian Bamboo
5 21 (6.98%) IntelliJ
6 16 (5.32%) Bitbucket
7 13 (4.32%) JMeter
8 9 (2.99%) EasyMock
9 8 (2.66%) LoadRunner
10 6 (1.99%) CodeSonar
10 6 (1.99%) git-flow
10 6 (1.99%) Robot Framework
11 4 (1.33%) WATIR
12 3 (1.00%) Hudson
13 2 (0.66%) SoapUI
13 2 (0.66%) TestDirector
13 2 (0.66%) WinRunner
General
1 39 (12.96%) Games
2 35 (11.63%) Telecoms
3 31 (10.30%) Marketing
4 27 (8.97%) Manufacturing
5 23 (7.64%) Finance
6 21 (6.98%) Electronics
6 21 (6.98%) Retail
7 4 (1.33%) Aerospace
8 2 (0.66%) Banking
9 1 (0.33%) Advertising
Job Titles
1 97 (32.23%) Software Engineer
2 78 (25.91%) Test Engineer
3 61 (20.27%) Developer
4 38 (12.62%) Systems Engineer
5 34 (11.30%) Software Test Engineer
6 33 (10.96%) Java Developer
7 29 (9.63%) Java Engineer
8 26 (8.64%) Consultant
9 24 (7.97%) Java Software Engineer
10 23 (7.64%) Software Developer
11 22 (7.31%) Linux Engineer
11 22 (7.31%) Software Consultant
12 20 (6.64%) Integration Engineer
12 20 (6.64%) Linux Systems Engineer
12 20 (6.64%) Test and Integration Engineer
13 19 (6.31%) Test Automation Engineer
14 16 (5.32%) Developer/Software Engineer
15 15 (4.98%) Senior Developer
16 14 (4.65%) Analyst
17 13 (4.32%) Software Integration Engineer
Libraries, Frameworks & Software Standards
1 92 (30.56%) Spring
2 90 (29.90%) Hibernate
3 77 (25.58%) Java EE
4 70 (23.26%) HTML
5 55 (18.27%) J2EE
6 54 (17.94%) XML
7 50 (16.61%) EJB
8 49 (16.28%) CSS
9 45 (14.95%) Apache Camel
10 40 (13.29%) STL
11 38 (12.62%) jQuery
11 38 (12.62%) Node.js
12 37 (12.29%) Web Services
13 31 (10.30%) SOAP
14 30 (9.97%) AngularJS
14 30 (9.97%) LAMP
15 29 (9.63%) REST
16 27 (8.97%) Spring MVC
17 26 (8.64%) CSS3
17 26 (8.64%) HTML5
Miscellaneous
1 36 (11.96%) Visualisation
2 24 (7.97%) PKI
3 20 (6.64%) Device Driver
4 18 (5.98%) Analytical Skills
4 18 (5.98%) Computer Science
5 12 (3.99%) Internet of Things
6 11 (3.65%) iPhone
7 10 (3.32%) Industrial Internet of Things
8 9 (2.99%) Management Information System
8 9 (2.99%) Wiki
9 8 (2.66%) Embedded Systems
10 7 (2.33%) Mathematics
11 5 (1.66%) Cyberthreat
12 4 (1.33%) Cybercrime
13 3 (1.00%) Remote Sensing
13 3 (1.00%) User Experience
14 2 (0.66%) Artificial Intelligence
14 2 (0.66%) Cyber Attack
14 2 (0.66%) Mobile App
15 1 (0.33%) Cyber Defence
Operating Systems
1 181 (60.13%) Linux
2 65 (21.59%) Android
3 64 (21.26%) Windows
4 60 (19.93%) Unix
5 41 (13.62%) Apple iOS
6 19 (6.31%) CentOS
6 19 (6.31%) Red Hat Enterprise Linux
7 17 (5.65%) Mac OS X
8 12 (3.99%) Windows Server
9 11 (3.65%) Windows Phone
10 3 (1.00%) FreeBSD
11 2 (0.66%) Oracle Linux
11 2 (0.66%) Ubuntu
12 1 (0.33%) Debian
12 1 (0.33%) Solaris
12 1 (0.33%) Windows Server 2012
Processes & Methodologies
1 196 (65.12%) Agile Software Development
2 177 (58.80%) Software Engineering
3 107 (35.55%) Cybersecurity
4 83 (27.57%) Scrum
5 77 (25.58%) DevOps
6 56 (18.60%) User Stories
7 50 (16.61%) TDD
7 50 (16.61%) Test Scripting
8 49 (16.28%) OO
9 43 (14.29%) Continuous Integration
9 43 (14.29%) Mentoring
10 40 (13.29%) Configuration Management
10 40 (13.29%) Multithreading
10 40 (13.29%) Reverse Engineering
11 39 (12.96%) Analytics
11 39 (12.96%) Data Analytics
11 39 (12.96%) Time Management
12 38 (12.62%) Coaching
12 38 (12.62%) SDLC
13 36 (11.96%) ITIL
Programming Languages
1 205 (68.11%) Java
2 184 (61.13%) C++
3 145 (48.17%) C
4 117 (38.87%) JavaScript
5 115 (38.21%) Perl
6 111 (36.88%) C#
7 78 (25.91%) Ruby
8 68 (22.59%) Bash Shell
9 51 (16.94%) Objective-C
10 39 (12.96%) SQL
11 36 (11.96%) PHP
12 31 (10.30%) PowerShell
13 25 (8.31%) VB
14 17 (5.65%) Embedded C
15 10 (3.32%) Embedded C++
16 6 (1.99%) Scala
16 6 (1.99%) T-SQL
17 4 (1.33%) MATLAB
17 4 (1.33%) PL/SQL
18 2 (0.66%) R
Qualifications
1 203 (67.44%) Security Cleared
2 149 (49.50%) DV Cleared
3 53 (17.61%) Degree
4 40 (13.29%) SC Cleared
5 19 (6.31%) Microsoft Certification
6 18 (5.98%) CCNA
6 18 (5.98%) Cisco Certification
6 18 (5.98%) CISSP
6 18 (5.98%) CompTIA Security+
6 18 (5.98%) GIAC
6 18 (5.98%) ISTQB
6 18 (5.98%) Linux+ Certification
6 18 (5.98%) MCSE
6 18 (5.98%) Network+ Certification
6 18 (5.98%) SANS
6 18 (5.98%) Security+ Certification
6 18 (5.98%) SSCP
7 15 (4.98%) ISEB
8 6 (1.99%) PhD
9 3 (1.00%) ISTQB Foundation Certification
Quality Assurance & Compliance
1 5 (1.66%) MISRA
1 5 (1.66%) MISRA C
2 2 (0.66%) QA
System Software
1 53 (17.61%) VMware Infrastructure
2 38 (12.62%) Hyper-V
3 33 (10.96%) Docker
4 11 (3.65%) Dovecot
4 11 (3.65%) Postfix
5 7 (2.33%) vSphere
6 3 (1.00%) Firmware
7 1 (0.33%) Active Directory
7 1 (0.33%) VirtualBox
Systems Management
1 38 (12.62%) Puppet
2 13 (4.32%) HP Quality Center
3 9 (2.99%) Opscode Chef
4 7 (2.33%) Salt
5 2 (0.66%) Ansible
6 1 (0.33%) Capistrano
6 1 (0.33%) Cisco CUCM
6 1 (0.33%) Nagios
6 1 (0.33%) OpenView
6 1 (0.33%) SCCM
Vendors
1 54 (17.94%) VMware
2 42 (13.95%) Oracle
3 32 (10.63%) HP
4 31 (10.30%) Red Hat
5 27 (8.97%) Atlassian
6 23 (7.64%) SAP
7 21 (6.98%) Apple
8 15 (4.98%) Microsoft
9 11 (3.65%) Cisco
10 4 (1.33%) CA Agile Central
11 3 (1.00%) ESRI
12 1 (0.33%) F5
12 1 (0.33%) Rackspace
12 1 (0.33%) Sophos
12 1 (0.33%) Zend
Cheltenham, Gloucestershire
Evolution Recruitment Solutions
Salary: 30,000 - 60,000 plus excellent benefits
Posted: 2 days ago
Gloucester, Gloucestershire
Acumin
Salary: Up to £55,000 per annum DOE
Posted: 2 days ago
Gloucester, Gloucestershire
ANSON MCCADE
Salary: £30,000 - £60,000 (With Exceptional Package)
Posted: 3 days ago
Cheltenham, Gloucestershire
People Source Consulting
Salary: £40000 - £60000 per annum + bonus, benefits, Pension
Posted: Yesterday
Cheltenham, Gloucestershire
Novate IT Ltd
Salary: £40000.00 - £45000.00 per annum + benefits
Posted: 5 days ago
Cheltenham, Gloucestershire
People Source Consulting
Salary: £60000 per annum
Posted: 6 days ago
Gloucester, Gloucestershire
Sanderson
Salary: £30000 - £50000 per annum
Posted: 9 days ago
Gloucester, Gloucestershire
Sanderson
Salary: £40000 - £60000 per annum
Posted: 13 days ago
Gloucester, Gloucestershire
Sanderson
Salary: £30000 - £40000 per annum
Posted: 19 days ago
Gloucestershire
Sanderson
Salary: £40000 - £60000 per annum
Posted: 13 days ago
Cheltenham
People Source Consulting
Salary: £55000 - £60000 per annum + benefits
Posted: 16 days ago
Gloucestershire
People Source Consulting
Salary: £35000 - £45000 per annum + Benefits
Posted: 17 days ago
Cheltenham
People Source Consulting
Salary: £40000 - £50000 per annum
Posted: 19 days ago
Cheltenham, Gloucestershire
set2recruit
Salary: From £40,000 to £70,000 per annum
Posted: 6 days ago