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

3 months to
4 May 2016
Same period 2015 Same period 2014
Python
Rank 14 40 38
Rank change year-on-year
+26 -2
Permanent jobs citing Python 63 21 28
As % of all permanent IT jobs located in Cheltenham 12.83% 5.12% 8.16%
As % of the Programming Languages category 24.23% 9.68% 11.43%
Number of salaries quoted 54 19 24
Median salary £50,000 £35,000 £21,000
Median salary % change year-on-year
+42.85% +66.66%
UK excluding London median salary £45,000 £44,000 £40,000
% change year-on-year
+2.27% +10.00%
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
260 217 245
As % of all permanent IT jobs located in Cheltenham 52.95% 52.93% 71.43%
Number of salaries quoted 201 180 208
Median salary £47,500 £39,000 £40,000
Median salary % change year-on-year
+21.79% -2.50%
90% offered a salary of more than £35,000 £29,500 £21,000
10% offered a salary of more than £58,500 £47,750 £52,500
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 4 May 2016.

Python Salary Histogram in Cheltenham

Python
Top 30 Related IT Skills in Cheltenham

For the 6 months to 4 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 61 (58.65%) Java
2 59 (56.73%) Agile Software Development
3 55 (52.88%) Linux
4 50 (48.08%) Windows
5 46 (44.23%) Cybersecurity
6 44 (42.31%) Security Cleared
7 41 (39.42%) Software Engineering
8 39 (37.50%) Ruby
9 38 (36.54%) C++
9 38 (36.54%) Integration Testing
10 37 (35.58%) Perl
11 36 (34.62%) JavaScript
11 36 (34.62%) Telecoms
12 33 (31.73%) DV Cleared
13 32 (30.77%) Big Data
13 32 (30.77%) C#
14 30 (28.85%) SQL
15 29 (27.88%) Hibernate
15 29 (27.88%) Spring
15 29 (27.88%) Continuous Integration
16 27 (25.96%) Automated Testing
17 26 (25.00%) XML
18 24 (23.08%) Scrum
19 23 (22.12%) Selenium
20 22 (21.15%) SC Cleared
20 22 (21.15%) Android
20 22 (21.15%) Git (software)
20 22 (21.15%) Cybercrime
20 22 (21.15%) TDD
21 21 (20.19%) 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 (15.38%) Tomcat
2 15 (14.42%) JBoss
2 15 (14.42%) Mule
2 15 (14.42%) Mule ESB
3 11 (10.58%) WebLogic
4 8 (7.69%) Apache
4 8 (7.69%) IIS
5 5 (4.81%) Elasticsearch
6 3 (2.88%) MS Exchange
6 3 (2.88%) Node.js
6 3 (2.88%) SharePoint
Business Applications
1 15 (14.42%) SAP Oil and Gas
Cloud Services
1 15 (14.42%) Amazon AWS
1 15 (14.42%) Amazon EC2
1 15 (14.42%) SaaS
2 6 (5.77%) Cloud Computing
3 1 (0.96%) Google Analytics
Communications & Networking
1 17 (16.35%) Internet
2 12 (11.54%) DNS
3 10 (9.62%) HTTP
3 10 (9.62%) Intrusion Detection
4 9 (8.65%) Firewall
4 9 (8.65%) SMTP
4 9 (8.65%) TCP/IP
5 8 (7.69%) SSL
6 7 (6.73%) SAN
7 4 (3.85%) DHCP
7 4 (3.85%) RS-485
8 3 (2.88%) HTTPS
8 3 (2.88%) VPN
Database & Business Intelligence
1 32 (30.77%) Big Data
2 19 (18.27%) MongoDB
3 17 (16.35%) SQL Server
4 16 (15.38%) MySQL
5 15 (14.42%) Amazon DynamoDB
5 15 (14.42%) NoSQL
6 4 (3.85%) Hadoop
7 3 (2.88%) Data Mining
7 3 (2.88%) RDBMS
7 3 (2.88%) Relational Database
Development Applications
1 23 (22.12%) Selenium
2 22 (21.15%) Git (software)
3 15 (14.42%) IntelliJ
3 15 (14.42%) JIRA
3 15 (14.42%) JUnit
4 13 (12.50%) Jenkins
5 9 (8.65%) Cucumber
6 6 (5.77%) LoadRunner
6 6 (5.77%) RSpec
7 2 (1.92%) Maven
8 1 (0.96%) Babel
8 1 (0.96%) Grunt
8 1 (0.96%) Jasmine
8 1 (0.96%) JSUnit
8 1 (0.96%) Karma Test Runner
8 1 (0.96%) webpack
General
1 36 (34.62%) Telecoms
2 16 (15.38%) Electronics
3 15 (14.42%) Finance
3 15 (14.42%) Manufacturing
3 15 (14.42%) Marketing
3 15 (14.42%) Retail
4 2 (1.92%) Aerospace
Job Titles
1 23 (22.12%) Analyst
2 22 (21.15%) Developer
3 21 (20.19%) Test Engineer
4 15 (14.42%) Java Developer
4 15 (14.42%) Senior Developer
4 15 (14.42%) Senior Java Developer
5 14 (13.46%) Consultant
5 14 (13.46%) DV Cleared Technical Consultant
5 14 (13.46%) SC Cleared Technical Consultant
5 14 (13.46%) Technical Consultant
6 13 (12.50%) Test Analyst
7 10 (9.62%) Cybersecurity Analyst
7 10 (9.62%) Security Analyst
7 10 (9.62%) Senior Analyst
7 10 (9.62%) Senior Cybersecurity Analyst
7 10 (9.62%) Senior Security Analyst
8 9 (8.65%) Integration Engineer
8 9 (8.65%) Network Operations Specialist
8 9 (8.65%) Network Specialist
8 9 (8.65%) Test and Integration Engineer
Libraries, Frameworks & Software Standards
1 29 (27.88%) Hibernate
1 29 (27.88%) Spring
2 26 (25.00%) XML
3 18 (17.31%) Apache Camel
4 16 (15.38%) JSON
4 16 (15.38%) REST
5 15 (14.42%) HTML
5 15 (14.42%) JPA
5 15 (14.42%) SOAP
5 15 (14.42%) Spring Integration
5 15 (14.42%) Spring MVC
5 15 (14.42%) Web Services
6 12 (11.54%) J2EE
7 11 (10.58%) EJB
8 8 (7.69%) LAMP
9 4 (3.85%) AngularJS
9 4 (3.85%) CSS
9 4 (3.85%) CSS3
9 4 (3.85%) HTML5
10 3 (2.88%) Middleware
Miscellaneous
1 22 (21.15%) Cybercrime
2 17 (16.35%) Visualisation
3 14 (13.46%) iPhone
4 13 (12.50%) Digital Media
5 9 (8.65%) Computer Science
5 9 (8.65%) Mathematics
5 9 (8.65%) Physics
6 8 (7.69%) Mobile App
7 7 (6.73%) Data Centre
8 6 (5.77%) Internet of Things
9 4 (3.85%) Device Driver
10 3 (2.88%) EqualLogic
10 3 (2.88%) PKI
11 2 (1.92%) iPad
12 1 (0.96%) Algorithms
12 1 (0.96%) Client/Server
12 1 (0.96%) Data Structures
12 1 (0.96%) Social Media
12 1 (0.96%) User Experience
Operating Systems
1 55 (52.88%) Linux
2 50 (48.08%) Windows
3 22 (21.15%) Android
4 14 (13.46%) Windows Phone
5 8 (7.69%) Solaris
5 8 (7.69%) Unix
5 8 (7.69%) Windows Server 2008
5 8 (7.69%) Windows Server 2012
6 4 (3.85%) Windows Server
7 3 (2.88%) CentOS
7 3 (2.88%) FreeNAS
Processes & Methodologies
1 59 (56.73%) Agile Software Development
2 46 (44.23%) Cybersecurity
3 41 (39.42%) Software Engineering
4 38 (36.54%) Integration Testing
5 29 (27.88%) Continuous Integration
6 27 (25.96%) Automated Testing
7 24 (23.08%) Scrum
8 22 (21.15%) TDD
9 21 (20.19%) BDD
10 18 (17.31%) SDLC
11 16 (15.38%) MVC
11 16 (15.38%) OOP
12 15 (14.42%) Business Intelligence
12 15 (14.42%) Digital Marketing
12 15 (14.42%) E-Commerce
12 15 (14.42%) Kanban
12 15 (14.42%) OO
12 15 (14.42%) Programme Management
13 14 (13.46%) Reverse Engineering
13 14 (13.46%) User Acceptance Testing
Programming Languages
1 61 (58.65%) Java
2 39 (37.50%) Ruby
3 38 (36.54%) C++
4 37 (35.58%) Perl
5 36 (34.62%) JavaScript
6 32 (30.77%) C#
7 30 (28.85%) SQL
8 21 (20.19%) Bash Shell
9 17 (16.35%) C
10 14 (13.46%) Objective-C
11 12 (11.54%) PHP
12 9 (8.65%) Assembly Language
13 7 (6.73%) PowerShell
14 6 (5.77%) Shell Script
14 6 (5.77%) VB
15 5 (4.81%) Embedded C
16 4 (3.85%) Embedded C++
17 1 (0.96%) Scala
17 1 (0.96%) VBScript
Qualifications
1 44 (42.31%) Security Cleared
2 33 (31.73%) DV Cleared
3 22 (21.15%) SC Cleared
4 12 (11.54%) ISEB
5 10 (9.62%) Degree
6 6 (5.77%) ISTQB
7 1 (0.96%) BC Cleared
7 1 (0.96%) BPSS Clearance
Quality Assurance & Compliance
1 2 (1.92%) QA
2 1 (0.96%) MISRA
System Software
1 12 (11.54%) VMware Infrastructure
2 7 (6.73%) Active Directory
3 3 (2.88%) Hyper-V
4 1 (0.96%) Docker
4 1 (0.96%) vSphere
Systems Management
1 1 (0.96%) SCCM
1 1 (0.96%) SCOM
Vendors
1 18 (17.31%) Apple
2 15 (14.42%) SAP
3 12 (11.54%) Oracle
3 12 (11.54%) VMware
4 3 (2.88%) Cisco
4 3 (2.88%) Dell
4 3 (2.88%) HP
4 3 (2.88%) Microsoft
4 3 (2.88%) Palo Alto
5 1 (0.96%) Google
Cheltenham, Gloucestershire
Novate IT Ltd
Salary: £45000 - £55000 per annum
Posted: Yesterday
Cheltenham, Gloucestershire
People Source Consulting
Salary: £55000 - £65000 per annum
Posted: 5 days ago
Cheltenham, Gloucestershire
Novate IT Ltd
Salary: £35000 - £42000 per annum + Benefits
Posted: 6 days ago
Cheltenham, Gloucestershire
GCHQ
Salary: Competitive package based on qualifications and experience
Posted: 13 days ago
Cheltenham
Capita Defence & Security Resourcing
Posted: 21 days ago
Cheltenham
OCC Computer Personnel
Salary: £35k - 45k per year + Benefits
Posted: 23 days ago