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 24 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
24 May 2016
Same period 2015 Same period 2014
Python
Rank 14 37 34
Rank change year-on-year
+23 -3
Permanent jobs citing Python 63 21 28
As % of all permanent IT jobs located in Cheltenham 13.35% 5.41% 7.80%
As % of the Programming Languages category 23.51% 10.19% 11.20%
Number of salaries quoted 55 19 22
Median salary £50,000 £35,750 £21,250
Median salary % change year-on-year
+39.86% +68.23%
90% offered a salary of more than £40,000 £30,000 £21,000
10% offered a salary of more than £60,000 £50,000 £46,250
UK excluding London median salary £45,000 £43,000 £40,000
% change year-on-year
+4.65% +7.50%
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
268 206 250
As % of all permanent IT jobs located in Cheltenham 56.78% 53.09% 69.64%
Number of salaries quoted 216 179 209
Median salary £47,000 £38,500 £40,000
Median salary % change year-on-year
+22.07% -3.75%
90% offered a salary of more than £35,000 £28,500 £21,000
10% offered a salary of more than £55,000 £51,000 £50,000
UK excluding London median salary £41,500 £40,000 £39,500
% change year-on-year
+3.75% +1.26%

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 24 May 2016.

Python Salary Histogram in Cheltenham

Python
Top 30 Related IT Skills in Cheltenham

For the 6 months to 24 May 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 67 (60.91%) Agile Software Development
2 63 (57.27%) Java
3 60 (54.55%) Linux
4 54 (49.09%) Windows
5 52 (47.27%) Cybersecurity
6 49 (44.55%) Security Cleared
7 44 (40.00%) Software Engineering
8 41 (37.27%) Ruby
8 41 (37.27%) C++
9 39 (35.45%) Integration Testing
10 38 (34.55%) Telecoms
11 36 (32.73%) C#
11 36 (32.73%) DV Cleared
12 34 (30.91%) Big Data
12 34 (30.91%) Perl
13 33 (30.00%) JavaScript
14 31 (28.18%) Continuous Integration
15 30 (27.27%) Hibernate
15 30 (27.27%) Spring
16 29 (26.36%) SQL
17 27 (24.55%) Automated Testing
18 26 (23.64%) Scrum
19 25 (22.73%) XML
19 25 (22.73%) Selenium
19 25 (22.73%) Bash Shell
20 24 (21.82%) Git (software)
21 23 (20.91%) TDD
22 22 (20.00%) SC Cleared
22 22 (20.00%) Android
22 22 (20.00%) BDD

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 16 (14.55%) Tomcat
2 15 (13.64%) JBoss
2 15 (13.64%) Mule
2 15 (13.64%) Mule ESB
3 11 (10.00%) WebLogic
4 7 (6.36%) Apache
4 7 (6.36%) IIS
5 5 (4.55%) Elasticsearch
6 3 (2.73%) MS Exchange
6 3 (2.73%) Node.js
6 3 (2.73%) SharePoint
7 1 (0.91%) Apache Spark
7 1 (0.91%) OpenStack
Business Applications
1 15 (13.64%) SAP Oil and Gas
Cloud Services
1 16 (14.55%) Amazon AWS
2 15 (13.64%) Amazon EC2
2 15 (13.64%) SaaS
3 7 (6.36%) Cloud Computing
4 2 (1.82%) Google Analytics
5 1 (0.91%) Microsoft Azure
Communications & Networking
1 16 (14.55%) Internet
2 13 (11.82%) DNS
3 12 (10.91%) HTTP
3 12 (10.91%) Intrusion Detection
4 10 (9.09%) Firewall
4 10 (9.09%) SMTP
4 10 (9.09%) TCP/IP
5 8 (7.27%) SSL
6 7 (6.36%) SAN
7 4 (3.64%) RS-485
8 3 (2.73%) DHCP
8 3 (2.73%) HTTPS
8 3 (2.73%) VPN
9 1 (0.91%) Network Security
Database & Business Intelligence
1 34 (30.91%) Big Data
2 18 (16.36%) MongoDB
3 16 (14.55%) SQL Server
4 15 (13.64%) Amazon DynamoDB
4 15 (13.64%) MySQL
4 15 (13.64%) NoSQL
5 4 (3.64%) Hadoop
6 3 (2.73%) Data Mining
6 3 (2.73%) RDBMS
6 3 (2.73%) Relational Database
Development Applications
1 25 (22.73%) Selenium
2 24 (21.82%) Git (software)
3 16 (14.55%) JUnit
4 15 (13.64%) IntelliJ
4 15 (13.64%) Jenkins
4 15 (13.64%) JIRA
5 9 (8.18%) Cucumber
6 7 (6.36%) LoadRunner
6 7 (6.36%) RSpec
7 3 (2.73%) Maven
8 2 (1.82%) Babel
8 2 (1.82%) Grunt
8 2 (1.82%) Jasmine
8 2 (1.82%) JSUnit
8 2 (1.82%) Karma Test Runner
8 2 (1.82%) webpack
9 1 (0.91%) Atlassian Bamboo
General
1 38 (34.55%) Telecoms
2 16 (14.55%) Electronics
3 15 (13.64%) Finance
3 15 (13.64%) Manufacturing
3 15 (13.64%) Marketing
3 15 (13.64%) Retail
4 2 (1.82%) Aerospace
Job Titles
1 28 (25.45%) Analyst
2 25 (22.73%) Developer
3 21 (19.09%) Test Engineer
4 16 (14.55%) Java Developer
4 16 (14.55%) Test Analyst
5 15 (13.64%) Consultant
5 15 (13.64%) Senior Developer
5 15 (13.64%) Senior Java Developer
5 15 (13.64%) Technical Consultant
6 14 (12.73%) DV Cleared Technical Consultant
6 14 (12.73%) SC Cleared Technical Consultant
7 12 (10.91%) Cybersecurity Analyst
7 12 (10.91%) Security Analyst
7 12 (10.91%) Senior Analyst
7 12 (10.91%) Senior Cybersecurity Analyst
7 12 (10.91%) Senior Security Analyst
8 11 (10.00%) Software Engineer
9 9 (8.18%) Integration Engineer
9 9 (8.18%) Test and Integration Engineer
10 8 (7.27%) Software Test Engineer
Libraries, Frameworks & Software Standards
1 30 (27.27%) Hibernate
1 30 (27.27%) Spring
2 25 (22.73%) XML
3 18 (16.36%) Apache Camel
4 17 (15.45%) JSON
4 17 (15.45%) REST
5 15 (13.64%) HTML
5 15 (13.64%) JPA
5 15 (13.64%) SOAP
5 15 (13.64%) Spring Integration
5 15 (13.64%) Spring MVC
5 15 (13.64%) Web Services
6 13 (11.82%) J2EE
7 11 (10.00%) EJB
8 7 (6.36%) LAMP
9 5 (4.55%) AngularJS
9 5 (4.55%) CSS
9 5 (4.55%) CSS3
9 5 (4.55%) HTML5
10 3 (2.73%) Middleware
Miscellaneous
1 22 (20.00%) Cybercrime
2 18 (16.36%) Visualisation
3 15 (13.64%) Digital Media
4 14 (12.73%) iPhone
5 8 (7.27%) Mobile App
6 7 (6.36%) Data Centre
6 7 (6.36%) Internet of Things
7 6 (5.45%) Computer Science
7 6 (5.45%) Mathematics
8 5 (4.55%) Physics
9 4 (3.64%) Device Driver
10 3 (2.73%) EqualLogic
10 3 (2.73%) PKI
11 2 (1.82%) Algorithms
11 2 (1.82%) Client/Server
11 2 (1.82%) Cyberthreat
11 2 (1.82%) Data Structures
11 2 (1.82%) iPad
11 2 (1.82%) User Experience
Operating Systems
1 60 (54.55%) Linux
2 54 (49.09%) Windows
3 22 (20.00%) Android
4 14 (12.73%) Windows Phone
5 10 (9.09%) Solaris
5 10 (9.09%) Unix
6 7 (6.36%) Windows Server 2008
6 7 (6.36%) Windows Server 2012
7 3 (2.73%) CentOS
7 3 (2.73%) FreeNAS
7 3 (2.73%) Windows Server
Processes & Methodologies
1 67 (60.91%) Agile Software Development
2 52 (47.27%) Cybersecurity
3 44 (40.00%) Software Engineering
4 39 (35.45%) Integration Testing
5 31 (28.18%) Continuous Integration
6 27 (24.55%) Automated Testing
7 26 (23.64%) Scrum
8 23 (20.91%) TDD
9 22 (20.00%) BDD
10 18 (16.36%) SDLC
11 17 (15.45%) MVC
11 17 (15.45%) OOP
12 16 (14.55%) Automation Testing
13 15 (13.64%) Business Intelligence
13 15 (13.64%) Digital Marketing
13 15 (13.64%) Kanban
13 15 (13.64%) OO
13 15 (13.64%) Test Automation
13 15 (13.64%) Test Planning
13 15 (13.64%) User Acceptance Testing
Programming Languages
1 63 (57.27%) Java
2 41 (37.27%) C++
2 41 (37.27%) Ruby
3 36 (32.73%) C#
4 34 (30.91%) Perl
5 33 (30.00%) JavaScript
6 29 (26.36%) SQL
7 25 (22.73%) Bash Shell
8 14 (12.73%) C
8 14 (12.73%) Objective-C
8 14 (12.73%) PHP
9 9 (8.18%) PowerShell
10 7 (6.36%) Shell Script
10 7 (6.36%) VB
11 5 (4.55%) Assembly Language
11 5 (4.55%) Embedded C
12 4 (3.64%) Embedded C++
13 1 (0.91%) Scala
Qualifications
1 49 (44.55%) Security Cleared
2 36 (32.73%) DV Cleared
3 22 (20.00%) SC Cleared
4 13 (11.82%) ISEB
5 7 (6.36%) Degree
6 6 (5.45%) ISTQB
7 1 (0.91%) BC Cleared
7 1 (0.91%) BPSS Clearance
Quality Assurance & Compliance
1 4 (3.64%) QA
2 1 (0.91%) MISRA
System Software
1 11 (10.00%) VMware Infrastructure
2 7 (6.36%) Active Directory
3 3 (2.73%) Hyper-V
4 1 (0.91%) Docker
Systems Management
1 1 (0.91%) Puppet
Vendors
1 18 (16.36%) Apple
2 15 (13.64%) SAP
3 12 (10.91%) Oracle
4 11 (10.00%) VMware
5 4 (3.64%) Microsoft
6 3 (2.73%) Cisco
6 3 (2.73%) Dell
6 3 (2.73%) HP
6 3 (2.73%) Palo Alto
7 2 (1.82%) Google
Cheltenham, Gloucestershire
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Salary: £35000 - £45000 per annum + Excellent Training Opportunities
Posted: 37 minutes ago
Cheltenham, Gloucestershire
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Salary: £30000.00 - £30500.00 per annum
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Salary: £40000.00 - £70000.00 per annum + benefits
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