The table below looks at the statistics for Python skills in IT jobs advertised for the Cheltenham region. Included is a guide to the salaries offered in IT jobs that have cited Python over the 3 months to 9 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
9 Dec 2016
Same period 2015 Same period 2014
Python
Rank 28 18 39
Rank change year-on-year
-10 +21
Permanent jobs citing Python 30 36 19
As % of all permanent IT jobs located in Cheltenham 8.09% 10.88% 4.35%
As % of the Programming Languages category 13.64% 21.18% 8.09%
Number of salaries quoted 22 28 16
Median salary £50,000 £52,500 £48,750
Median salary % change year-on-year
-4.76% +7.69%
90% offered a salary of more than £37,500 £38,500 £35,000
10% offered a salary of more than £59,500 £60,000 £55,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%
Python
Gloucestershire

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

Programming Languages Category
Cheltenham
Permanent IT job ads with a match in the
Programming Languages category
220 170 235
As % of all permanent IT jobs located in Cheltenham 59.30% 51.36% 53.78%
Number of salaries quoted 200 143 200
Median salary £50,000 £45,000 £45,000
Median salary % change year-on-year
+11.11% -
90% offered a salary of more than £35,000 £35,000 £27,500
10% offered a salary of more than £65,000 £50,000 £75,000
UK excluding London median salary £42,500 £40,000 £40,000
% change year-on-year
+6.25% -

Python
Jobs Demand Trend in Cheltenham

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

Python Jobs Demand Trend in Cheltenham

Python
Salary Trend in Cheltenham

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

Python Salary Trend in Cheltenham

Python
Salary Histogram in Cheltenham

This chart provides a salary histogram for IT jobs citing Python across the Cheltenham region over the 3 months to 9 December 2016.

Python Salary Histogram in Cheltenham

Python
Top 30 Related IT Skills in Cheltenham

For the 6 months to 9 December 2016, 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 Cheltenham region with a requirement for Python.

1 51 (59.30%) Java
1 51 (59.30%) Software Engineering
2 44 (51.16%) Linux
3 42 (48.84%) Agile Software Development
4 33 (38.37%) MongoDB
5 32 (37.21%) C++
6 31 (36.05%) C#
7 27 (31.40%) Git (software)
8 26 (30.23%) Scrum
9 24 (27.91%) Web Services
9 24 (27.91%) Marketing
9 24 (27.91%) JIRA
10 23 (26.74%) Ruby
11 22 (25.58%) TDD
11 22 (25.58%) C
11 22 (25.58%) Integration Testing
11 22 (25.58%) NoSQL
12 21 (24.42%) Security Cleared
13 20 (23.26%) Amazon AWS
13 20 (23.26%) SaaS
13 20 (23.26%) HTML
13 20 (23.26%) OO
13 20 (23.26%) Spring
14 19 (22.09%) Hibernate
14 19 (22.09%) Telecoms
14 19 (22.09%) JUnit
14 19 (22.09%) BDD
14 19 (22.09%) Cybersecurity
15 18 (20.93%) REST
15 18 (20.93%) Hadoop

Python
Top Related IT Skills in Cheltenham 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 (19.77%) JBoss
1 17 (19.77%) Mule
1 17 (19.77%) Mule ESB
1 17 (19.77%) Tomcat
2 11 (12.79%) Apache Spark
2 11 (12.79%) Elasticsearch
3 5 (5.81%) Apache Pig
4 4 (4.65%) Confluence
5 3 (3.49%) Apache
6 2 (2.33%) OpenStack
7 1 (1.16%) Apache Solr
7 1 (1.16%) WebLogic
Applications
1 1 (1.16%) MS Excel
Business Applications
1 14 (16.28%) SAP Oil and Gas
Cloud Services
1 20 (23.26%) Amazon AWS
1 20 (23.26%) SaaS
2 17 (19.77%) Amazon EC2
3 2 (2.33%) Microsoft Azure
4 1 (1.16%) Cloud Computing
4 1 (1.16%) GitHub
4 1 (1.16%) Mailgun
Communications & Networking
1 15 (17.44%) Internet
1 15 (17.44%) TCP/IP
2 10 (11.63%) Modbus
2 10 (11.63%) RS-485
2 10 (11.63%) Wireless
3 4 (4.65%) Firewall
4 2 (2.33%) Network Security
4 2 (2.33%) SSL
5 1 (1.16%) DNS
5 1 (1.16%) HTTP
5 1 (1.16%) Intrusion Detection
5 1 (1.16%) SMTP
Database & Business Intelligence
1 33 (38.37%) MongoDB
2 22 (25.58%) NoSQL
3 18 (20.93%) Hadoop
4 17 (19.77%) Amazon DynamoDB
5 12 (13.95%) Apache Accumulo
6 10 (11.63%) Big Data
7 5 (5.81%) Apache Hive
7 5 (5.81%) MySQL
8 3 (3.49%) Apache Cassandra
8 3 (3.49%) Neo4j
8 3 (3.49%) OrientDB
8 3 (3.49%) Redis
9 2 (2.33%) HBase
9 2 (2.33%) MariaDB
10 1 (1.16%) MS Access
10 1 (1.16%) Oracle Database
10 1 (1.16%) Oracle Database 11g
10 1 (1.16%) PostgreSQL
10 1 (1.16%) Relational Database
10 1 (1.16%) SQL Server Integration Services
Development Applications
1 27 (31.40%) Git (software)
2 24 (27.91%) JIRA
3 19 (22.09%) JUnit
4 17 (19.77%) IntelliJ
5 8 (9.30%) Jenkins
6 7 (8.14%) Atlassian Bamboo
7 4 (4.65%) Selenium
8 3 (3.49%) JMeter
8 3 (3.49%) WATIR
9 2 (2.33%) Bitbucket
10 1 (1.16%) EasyMock
10 1 (1.16%) LoadRunner
10 1 (1.16%) Maven
10 1 (1.16%) RSpec
General
1 24 (27.91%) Marketing
2 19 (22.09%) Telecoms
3 18 (20.93%) Manufacturing
4 17 (19.77%) Retail
5 14 (16.28%) Electronics
5 14 (16.28%) Finance
6 1 (1.16%) Aerospace
Job Titles
1 31 (36.05%) Developer
2 27 (31.40%) Software Engineer
3 19 (22.09%) Java Developer
4 10 (11.63%) Embedded Engineer
4 10 (11.63%) Embedded Software Engineer
5 9 (10.47%) Java Engineer
5 9 (10.47%) Test Engineer
6 8 (9.30%) Senior Developer
6 8 (9.30%) Senior Java Developer
6 8 (9.30%) Senior Software Engineer
7 7 (8.14%) Test Automation Engineer
8 6 (6.98%) ASP Developer
8 6 (6.98%) Classic ASP Developer
8 6 (6.98%) Software Developer
9 5 (5.81%) Analyst
9 5 (5.81%) Python Developer
9 5 (5.81%) Senior Embedded Software Engineer
10 4 (4.65%) Architect
10 4 (4.65%) Developer/Software Engineer
10 4 (4.65%) Senior Java Engineer
Libraries, Frameworks & Software Standards
1 24 (27.91%) Web Services
2 20 (23.26%) HTML
2 20 (23.26%) Spring
3 19 (22.09%) Hibernate
4 18 (20.93%) REST
4 18 (20.93%) XML
5 17 (19.77%) Apache Camel
5 17 (19.77%) JPA
5 17 (19.77%) JSON
5 17 (19.77%) SOAP
5 17 (19.77%) Spring Integration
5 17 (19.77%) Spring MVC
6 14 (16.28%) CSS
7 10 (11.63%) Django
8 9 (10.47%) AngularJS
9 8 (9.30%) .NET
9 8 (9.30%) Node.js
10 6 (6.98%) Classic ASP
11 5 (5.81%) Ajax
12 4 (4.65%) jQuery
Miscellaneous
1 11 (12.79%) Internet of Things
2 10 (11.63%) Device Driver
3 6 (6.98%) Computer Science
3 6 (6.98%) Cyberthreat
4 5 (5.81%) Analytical Skills
4 5 (5.81%) Management Information System
4 5 (5.81%) Mathematics
5 4 (4.65%) Cybercrime
6 3 (3.49%) Cyber Attack
6 3 (3.49%) Visualisation
6 3 (3.49%) Wiki
7 2 (2.33%) iPhone
7 2 (2.33%) Mobile App
8 1 (1.16%) CESG
Operating Systems
1 44 (51.16%) Linux
2 12 (13.95%) Windows
3 5 (5.81%) Unix
4 4 (4.65%) Android
5 2 (2.33%) CentOS
5 2 (2.33%) Red Hat Enterprise Linux
5 2 (2.33%) Windows Phone
6 1 (1.16%) Debian
6 1 (1.16%) FreeBSD
6 1 (1.16%) Mac OS X
6 1 (1.16%) Solaris
6 1 (1.16%) Ubuntu
Processes & Methodologies
1 51 (59.30%) Software Engineering
2 42 (48.84%) Agile Software Development
3 26 (30.23%) Scrum
4 22 (25.58%) Integration Testing
4 22 (25.58%) TDD
5 20 (23.26%) OO
6 19 (22.09%) BDD
6 19 (22.09%) Cybersecurity
7 18 (20.93%) Kanban
7 18 (20.93%) MVC
7 18 (20.93%) OOP
8 17 (19.77%) E-Commerce
9 15 (17.44%) Digital Marketing
9 15 (17.44%) Test Scripting
10 14 (16.28%) Business Intelligence
10 14 (16.28%) Programme Management
10 14 (16.28%) Time Management
11 10 (11.63%) Energy Management
11 10 (11.63%) Migration
12 9 (10.47%) Continuous Integration
Programming Languages
1 51 (59.30%) Java
2 32 (37.21%) C++
3 31 (36.05%) C#
4 23 (26.74%) Ruby
5 22 (25.58%) C
6 17 (19.77%) JavaScript
7 15 (17.44%) Bash Shell
7 15 (17.44%) SQL
8 11 (12.79%) PHP
9 10 (11.63%) Embedded C
9 10 (11.63%) Embedded C++
9 10 (11.63%) Perl
10 6 (6.98%) Scala
10 6 (6.98%) T-SQL
11 3 (3.49%) PowerShell
12 2 (2.33%) Objective-C
12 2 (2.33%) VB
13 1 (1.16%) PHP 5
13 1 (1.16%) PL/SQL
13 1 (1.16%) Shell Script
Qualifications
1 21 (24.42%) Security Cleared
2 15 (17.44%) DV Cleared
3 6 (6.98%) Degree
4 5 (5.81%) SC Cleared
5 3 (3.49%) ISTQB
6 2 (2.33%) ISEB
6 2 (2.33%) ISTQB Foundation Certification
Quality Assurance & Compliance
1 5 (5.81%) MISRA
1 5 (5.81%) MISRA C
2 3 (3.49%) QA
3 1 (1.16%) Data Quality
System Software
1 8 (9.30%) Docker
2 2 (2.33%) Apache ZooKeeper
3 1 (1.16%) VirtualBox
3 1 (1.16%) VMware Infrastructure
Systems Management
1 6 (6.98%) Puppet
2 4 (4.65%) HP Quality Center
3 2 (2.33%) Hadoop YARN
3 2 (2.33%) Opscode Chef
4 1 (1.16%) Ansible
4 1 (1.16%) Salt
Vendors
1 17 (19.77%) Apple
2 14 (16.28%) SAP
3 5 (5.81%) HP
4 3 (3.49%) CA Agile Central
5 2 (2.33%) Hortonworks
5 2 (2.33%) Microsoft
5 2 (2.33%) VMware
6 1 (1.16%) Oracle
6 1 (1.16%) Rackspace
6 1 (1.16%) Red Hat
6 1 (1.16%) Zend
Cheltenham, Gloucestershire
Colston Consulting
Salary: £20000 - £27000 per annum
Posted: 21 hours ago
Cheltenham, Gloucestershire
Novate IT Ltd
Salary: £40000.00 - £45000.00 per annum + benefits
Posted: 3 days ago
Cheltenham, Gloucestershire
Evolution Recruitment Solutions
Salary: 30,000 - 45,000 plus benefits
Posted: 4 days ago
Cheltenham, Gloucestershire
People Source Consulting
Salary: £60000 per annum
Posted: 3 days ago
Cheltenham, Gloucestershire
Novate IT Ltd
Salary: £0.00 per annum
Posted: 6 days ago
Cheltenham, Gloucestershire
set2recruit
Salary: From £40,000 to £70,000 per annum
Posted: 2 days ago
Cheltenham
Computer Futures
Salary: £40000 - £50000 per annum + competitive benefits
Posted: 22 days ago