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 29 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
29 Aug 2016
Same period 2015 Same period 2014
Python
Rank 19 18 30
Rank change year-on-year
-1 +12
Permanent jobs citing Python 56 38 22
As % of all permanent IT jobs located in Cheltenham 13.18% 11.95% 7.89%
As % of the Programming Languages category 21.62% 20.43% 11.89%
Number of salaries quoted 44 36 14
Median salary £55,000 £45,000 £33,875
Median salary % change year-on-year
+22.22% +32.84%
90% offered a salary of more than £37,500 £26,000 £21,300
10% offered a salary of more than £67,750 £60,000 £54,500
UK excluding London median salary £47,500 £43,900 £40,000
% change year-on-year
+8.20% +9.75%
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
259 186 185
As % of all permanent IT jobs located in Cheltenham 60.94% 58.49% 66.31%
Number of salaries quoted 216 170 162
Median salary £47,500 £40,000 £37,000
Median salary % change year-on-year
+18.75% +8.10%
90% offered a salary of more than £32,500 £30,000 £25,000
10% offered a salary of more than £62,500 £45,000 £65,000
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 29 August 2016.

Python Salary Histogram in Cheltenham

Python
Top 30 Related IT Skills in Cheltenham

For the 6 months to 29 August 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 69 (58.47%) Java
2 67 (56.78%) Linux
3 66 (55.93%) Agile Software Development
4 64 (54.24%) Software Engineering
5 50 (42.37%) C++
6 48 (40.68%) Cybersecurity
7 46 (38.98%) C#
8 41 (34.75%) Security Cleared
9 39 (33.05%) Windows
9 39 (33.05%) Scrum
10 38 (32.20%) Telecoms
10 38 (32.20%) Integration Testing
10 38 (32.20%) Ruby
11 33 (27.97%) Git (software)
11 33 (27.97%) MongoDB
12 32 (27.12%) TDD
13 30 (25.42%) BDD
14 28 (23.73%) DV Cleared
15 27 (22.88%) JIRA
15 27 (22.88%) Bash Shell
15 27 (22.88%) NoSQL
15 27 (22.88%) Big Data
16 26 (22.03%) Spring
16 26 (22.03%) Hibernate
16 26 (22.03%) C
17 25 (21.19%) JUnit
17 25 (21.19%) OOP
17 25 (21.19%) Apple
17 25 (21.19%) MVC
17 25 (21.19%) JSON

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 23 (19.49%) JBoss
1 23 (19.49%) Mule
1 23 (19.49%) Mule ESB
1 23 (19.49%) Tomcat
2 14 (11.86%) Apache Spark
3 8 (6.78%) Apache Pig
4 6 (5.08%) Apache
4 6 (5.08%) Elasticsearch
5 4 (3.39%) IIS
6 3 (2.54%) SharePoint
7 2 (1.69%) Confluence
7 2 (1.69%) MS Exchange
7 2 (1.69%) OpenStack
8 1 (0.85%) WebLogic
Applications
1 1 (0.85%) MS Excel
Business Applications
1 20 (16.95%) SAP Oil and Gas
Cloud Services
1 25 (21.19%) Amazon AWS
1 25 (21.19%) SaaS
2 23 (19.49%) Amazon EC2
3 6 (5.08%) Cloud Computing
4 2 (1.69%) Google Analytics
4 2 (1.69%) Microsoft Azure
Communications & Networking
1 23 (19.49%) Internet
2 16 (13.56%) TCP/IP
3 13 (11.02%) Firewall
4 11 (9.32%) DNS
5 10 (8.47%) HTTP
6 9 (7.63%) Intrusion Detection
6 9 (7.63%) RS-485
6 9 (7.63%) SMTP
7 7 (5.93%) SSL
8 6 (5.08%) Modbus
8 6 (5.08%) Wireless
9 5 (4.24%) Network Security
10 3 (2.54%) SAN
11 2 (1.69%) DHCP
11 2 (1.69%) VPN
Database & Business Intelligence
1 33 (27.97%) MongoDB
2 27 (22.88%) Big Data
2 27 (22.88%) NoSQL
3 23 (19.49%) Amazon DynamoDB
4 14 (11.86%) Hadoop
5 11 (9.32%) MySQL
6 9 (7.63%) SQL Server
7 8 (6.78%) Apache Hive
8 6 (5.08%) Apache Accumulo
9 2 (1.69%) Apache Cassandra
9 2 (1.69%) HBase
9 2 (1.69%) Neo4j
9 2 (1.69%) OrientDB
9 2 (1.69%) Redis
10 1 (0.85%) MS Access
10 1 (0.85%) SQL Server Integration Services
Development Applications
1 33 (27.97%) Git (software)
2 27 (22.88%) JIRA
3 25 (21.19%) JUnit
4 23 (19.49%) IntelliJ
5 16 (13.56%) Selenium
6 12 (10.17%) Jenkins
7 6 (5.08%) LoadRunner
7 6 (5.08%) RSpec
8 5 (4.24%) Atlassian Bamboo
8 5 (4.24%) Cucumber
9 3 (2.54%) Maven
10 2 (1.69%) Babel
10 2 (1.69%) Grunt
10 2 (1.69%) Jasmine
10 2 (1.69%) JMeter
10 2 (1.69%) JSUnit
10 2 (1.69%) Karma Test Runner
10 2 (1.69%) WATIR
10 2 (1.69%) webpack
General
1 38 (32.20%) Telecoms
2 23 (19.49%) Manufacturing
2 23 (19.49%) Retail
3 21 (17.80%) Electronics
4 20 (16.95%) Finance
4 20 (16.95%) Marketing
5 1 (0.85%) Aerospace
Job Titles
1 30 (25.42%) Developer
2 29 (24.58%) Software Engineer
3 22 (18.64%) Analyst
3 22 (18.64%) Java Developer
4 17 (14.41%) Test Engineer
5 16 (13.56%) Senior Developer
5 16 (13.56%) Senior Java Developer
6 12 (10.17%) Test Analyst
7 10 (8.47%) Senior Analyst
8 9 (7.63%) Embedded Engineer
8 9 (7.63%) Embedded Software Engineer
8 9 (7.63%) Security Analyst
8 9 (7.63%) Senior Security Analyst
9 8 (6.78%) Architect
9 8 (6.78%) Cybersecurity Analyst
9 8 (6.78%) Senior Cybersecurity Analyst
10 7 (5.93%) Consultant
10 7 (5.93%) Senior Software Engineer
10 7 (5.93%) Software Developer
10 7 (5.93%) Technical Consultant
Libraries, Frameworks & Software Standards
1 26 (22.03%) Hibernate
1 26 (22.03%) Spring
2 25 (21.19%) JSON
2 25 (21.19%) REST
3 23 (19.49%) Apache Camel
3 23 (19.49%) JPA
3 23 (19.49%) SOAP
3 23 (19.49%) Spring Integration
3 23 (19.49%) Spring MVC
3 23 (19.49%) Web Services
3 23 (19.49%) XML
4 5 (4.24%) CSS
4 5 (4.24%) HTML
5 4 (3.39%) AngularJS
5 4 (3.39%) CSS3
5 4 (3.39%) HTML5
5 4 (3.39%) jQuery
5 4 (3.39%) Kafka
5 4 (3.39%) LAMP
5 4 (3.39%) RESTful
Miscellaneous
1 13 (11.02%) Cybercrime
2 12 (10.17%) Internet of Things
3 9 (7.63%) Computer Science
3 9 (7.63%) Device Driver
3 9 (7.63%) Digital Media
4 8 (6.78%) Mathematics
4 8 (6.78%) Visualisation
5 7 (5.93%) Mobile App
6 6 (5.08%) Cyber Attack
6 6 (5.08%) Cyberthreat
6 6 (5.08%) iPhone
7 3 (2.54%) Analytical Skills
7 3 (2.54%) Data Centre
7 3 (2.54%) Management Information System
8 2 (1.69%) Client/Server
8 2 (1.69%) Data Structures
8 2 (1.69%) EqualLogic
8 2 (1.69%) iPad
8 2 (1.69%) Physics
8 2 (1.69%) Wiki
Operating Systems
1 67 (56.78%) Linux
2 39 (33.05%) Windows
3 13 (11.02%) Android
4 11 (9.32%) Unix
5 9 (7.63%) Solaris
6 6 (5.08%) Windows Phone
7 4 (3.39%) Windows Server 2008
7 4 (3.39%) Windows Server 2012
8 3 (2.54%) CentOS
9 2 (1.69%) FreeNAS
9 2 (1.69%) Windows Server
10 1 (0.85%) Red Hat Enterprise Linux
Processes & Methodologies
1 66 (55.93%) Agile Software Development
2 64 (54.24%) Software Engineering
3 48 (40.68%) Cybersecurity
4 39 (33.05%) Scrum
5 38 (32.20%) Integration Testing
6 32 (27.12%) TDD
7 30 (25.42%) BDD
8 25 (21.19%) MVC
8 25 (21.19%) OOP
9 24 (20.34%) OO
10 23 (19.49%) E-Commerce
10 23 (19.49%) Kanban
11 21 (17.80%) Continuous Integration
12 20 (16.95%) Business Intelligence
12 20 (16.95%) Digital Marketing
12 20 (16.95%) Programme Management
13 15 (12.71%) Automation Testing
13 15 (12.71%) Regression Testing
13 15 (12.71%) Test Planning
14 14 (11.86%) Test Automation
Programming Languages
1 69 (58.47%) Java
2 50 (42.37%) C++
3 46 (38.98%) C#
4 38 (32.20%) Ruby
5 27 (22.88%) Bash Shell
6 26 (22.03%) C
7 23 (19.49%) Perl
8 20 (16.95%) SQL
9 19 (16.10%) JavaScript
10 12 (10.17%) PHP
11 10 (8.47%) Scala
12 9 (7.63%) Embedded C
12 9 (7.63%) Embedded C++
13 7 (5.93%) PowerShell
13 7 (5.93%) VB
14 6 (5.08%) Objective-C
14 6 (5.08%) Shell Script
15 2 (1.69%) Assembly Language
16 1 (0.85%) Go
Qualifications
1 41 (34.75%) Security Cleared
2 28 (23.73%) DV Cleared
3 12 (10.17%) SC Cleared
4 9 (7.63%) Degree
5 7 (5.93%) ISEB
6 2 (1.69%) ISTQB
7 1 (0.85%) ISTQB Foundation Certification
Quality Assurance & Compliance
1 5 (4.24%) QA
2 3 (2.54%) MISRA
2 3 (2.54%) MISRA C
3 1 (0.85%) Data Quality
System Software
1 4 (3.39%) Active Directory
1 4 (3.39%) VMware Infrastructure
2 2 (1.69%) Apache ZooKeeper
2 2 (1.69%) Docker
Systems Management
1 4 (3.39%) Puppet
2 2 (1.69%) Hadoop YARN
2 2 (1.69%) HP Quality Center
3 1 (0.85%) Opscode Chef
Vendors
1 25 (21.19%) Apple
2 20 (16.95%) SAP
3 8 (6.78%) Oracle
4 5 (4.24%) HP
4 5 (4.24%) Microsoft
5 4 (3.39%) VMware
6 2 (1.69%) Cisco
6 2 (1.69%) Dell
6 2 (1.69%) Google
6 2 (1.69%) Hortonworks
6 2 (1.69%) Palo Alto
6 2 (1.69%) Rally
7 1 (0.85%) Red Hat
Cheltenham, Gloucestershire
Solutions Recruitment
Salary: Negotiable - depending on experience
Posted: 6 hours ago
Cheltenham, Gloucestershire, United Kingdom
XIST4 Recruitment
Salary: £30-35,000 + Bens
Posted: 3 days ago
Cheltenham, Gloucestershire
Spectrum IT Recruitment (South) Ltd
Salary: £40000 - £60000 per annum + benefits
Posted: 6 days ago
Cheltenham, Gloucestershire
People Source Consulting
Salary: £30000 - £45000 per annum + Excellent Training Opportunities
Posted: 3 days ago
Cheltenham
People Source Consulting
Salary: £60000 - £65000 per annum
Posted: 3 days ago
Cheltenham, Gloucestershire
Evolution Recruitment Solutions
Salary: 35,000 - 75,000 + excellent benefits
Posted: 5 days ago
Cheltenham, Gloucestershire
Evolution Recruitment Solutions
Salary: 30,000 - 60,000 plus benefits
Posted: 6 days ago
Cheltenham
People Source Consulting
Salary: £55000 - £65000 per annum
Posted: 20 days ago
Cheltenham, Gloucestershire
Spirax Sarco
Posted: 20 days ago
Cheltenham, Gloucestershire
Spirax Sarco
Posted: 20 days ago