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 1 October 2016 with a comparison to the same period over the previous 2 years.

3 months to
1 Oct 2016
Same period 2015 Same period 2014
Python
Rank 19 19 32
Rank change year-on-year
0 +13
Permanent jobs citing Python 59 40 20
As % of all permanent IT jobs located in Cheltenham 13.38% 12.42% 6.69%
As % of the Programming Languages category 21.30% 22.10% 10.93%
Number of salaries quoted 35 34 14
Median salary £50,000 £45,000 £42,000
Median salary % change year-on-year
+11.11% +7.14%
90% offered a salary of more than £37,500 £30,000 £24,150
10% offered a salary of more than £61,500 £60,000 £54,500
UK excluding London median salary £47,500 £45,000 £40,000
% change year-on-year
+5.55% +12.50%
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
277 181 183
As % of all permanent IT jobs located in Cheltenham 62.81% 56.21% 61.20%
Number of salaries quoted 226 160 160
Median salary £47,500 £45,000 £37,500
Median salary % change year-on-year
+5.55% +20.00%
90% offered a salary of more than £32,500 £31,500 £26,500
10% offered a salary of more than £62,500 £45,000 £70,000
UK excluding London median salary £42,500 £40,000 £39,000
% change year-on-year
+6.25% +2.56%

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 1 October 2016.

Python Salary Histogram in Cheltenham

Python
Top 30 Related IT Skills in Cheltenham

For the 6 months to 1 October 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 (56.56%) Linux
2 68 (55.74%) Java
3 64 (52.46%) Software Engineering
4 63 (51.64%) Agile Software Development
5 51 (41.80%) C++
6 44 (36.07%) C#
7 42 (34.43%) Cybersecurity
8 40 (32.79%) Security Cleared
9 37 (30.33%) Git (software)
9 37 (30.33%) Scrum
10 34 (27.87%) Telecoms
10 34 (27.87%) Ruby
11 33 (27.05%) Integration Testing
12 32 (26.23%) MongoDB
12 32 (26.23%) Windows
13 29 (23.77%) TDD
13 29 (23.77%) DV Cleared
13 29 (23.77%) Marketing
14 28 (22.95%) BDD
14 28 (22.95%) Web Services
14 28 (22.95%) C
15 27 (22.13%) JIRA
16 26 (21.31%) Spring
16 26 (21.31%) NoSQL
17 25 (20.49%) SaaS
17 25 (20.49%) Bash Shell
17 25 (20.49%) JUnit
17 25 (20.49%) OOP
17 25 (20.49%) Hibernate
18 24 (19.67%) MVC

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 22 (18.03%) JBoss
1 22 (18.03%) Mule
1 22 (18.03%) Mule ESB
1 22 (18.03%) Tomcat
2 14 (11.48%) Apache Spark
3 8 (6.56%) Apache Pig
4 7 (5.74%) Apache
5 6 (4.92%) Elasticsearch
6 4 (3.28%) IIS
7 3 (2.46%) Confluence
7 3 (2.46%) SharePoint
8 2 (1.64%) MS Exchange
8 2 (1.64%) OpenStack
9 1 (0.82%) Apache Solr
9 1 (0.82%) WebLogic
Applications
1 1 (0.82%) MS Excel
Business Applications
1 19 (15.57%) SAP Oil and Gas
Cloud Services
1 25 (20.49%) SaaS
2 24 (19.67%) Amazon AWS
3 22 (18.03%) Amazon EC2
4 5 (4.10%) Cloud Computing
5 2 (1.64%) Google Analytics
5 2 (1.64%) Microsoft Azure
Communications & Networking
1 24 (19.67%) Internet
2 20 (16.39%) TCP/IP
3 13 (10.66%) Firewall
4 10 (8.20%) Modbus
4 10 (8.20%) RS-485
4 10 (8.20%) Wireless
5 9 (7.38%) DNS
6 8 (6.56%) HTTP
7 7 (5.74%) Intrusion Detection
7 7 (5.74%) SMTP
8 5 (4.10%) Network Security
8 5 (4.10%) SSL
9 2 (1.64%) DHCP
9 2 (1.64%) VPN
Database & Business Intelligence
1 32 (26.23%) MongoDB
2 26 (21.31%) NoSQL
3 23 (18.85%) Big Data
4 22 (18.03%) Amazon DynamoDB
5 14 (11.48%) Hadoop
6 10 (8.20%) MySQL
7 8 (6.56%) Apache Hive
8 6 (4.92%) Apache Accumulo
8 6 (4.92%) SQL Server
9 3 (2.46%) Neo4j
9 3 (2.46%) OrientDB
9 3 (2.46%) Redis
10 2 (1.64%) Apache Cassandra
10 2 (1.64%) HBase
11 1 (0.82%) MS Access
11 1 (0.82%) Oracle Database
11 1 (0.82%) Oracle Database 11g
11 1 (0.82%) PostgreSQL
11 1 (0.82%) Relational Database
11 1 (0.82%) SQL Server Integration Services
Development Applications
1 37 (30.33%) Git (software)
2 27 (22.13%) JIRA
3 25 (20.49%) JUnit
4 22 (18.03%) IntelliJ
5 11 (9.02%) Jenkins
5 11 (9.02%) Selenium
6 6 (4.92%) Atlassian Bamboo
7 5 (4.10%) LoadRunner
7 5 (4.10%) RSpec
8 2 (1.64%) Babel
8 2 (1.64%) Cucumber
8 2 (1.64%) Grunt
8 2 (1.64%) Jasmine
8 2 (1.64%) JMeter
8 2 (1.64%) JSUnit
8 2 (1.64%) Karma Test Runner
8 2 (1.64%) Maven
8 2 (1.64%) WATIR
8 2 (1.64%) webpack
9 1 (0.82%) EasyMock
General
1 34 (27.87%) Telecoms
2 29 (23.77%) Marketing
3 23 (18.85%) Manufacturing
4 22 (18.03%) Retail
5 20 (16.39%) Electronics
6 19 (15.57%) Finance
7 2 (1.64%) Aerospace
Job Titles
1 40 (32.79%) Developer
2 34 (27.87%) Software Engineer
3 23 (18.85%) Java Developer
4 19 (15.57%) Analyst
5 13 (10.66%) Senior Developer
5 13 (10.66%) Senior Java Developer
5 13 (10.66%) Test Engineer
6 11 (9.02%) Test Analyst
7 10 (8.20%) Embedded Engineer
7 10 (8.20%) Embedded Software Engineer
8 8 (6.56%) Architect
8 8 (6.56%) Senior Analyst
8 8 (6.56%) Senior Software Engineer
8 8 (6.56%) Software Developer
9 7 (5.74%) Developer/Software Engineer
9 7 (5.74%) Security Analyst
9 7 (5.74%) Senior Security Analyst
10 6 (4.92%) ASP Developer
10 6 (4.92%) Automation Test Analyst
10 6 (4.92%) DV Cleared Test Analyst
Libraries, Frameworks & Software Standards
1 28 (22.95%) Web Services
2 26 (21.31%) Spring
3 25 (20.49%) Hibernate
4 24 (19.67%) JSON
4 24 (19.67%) REST
5 22 (18.03%) Apache Camel
5 22 (18.03%) JPA
5 22 (18.03%) SOAP
5 22 (18.03%) Spring Integration
5 22 (18.03%) Spring MVC
5 22 (18.03%) XML
6 13 (10.66%) CSS
6 13 (10.66%) HTML
7 10 (8.20%) Django
8 9 (7.38%) .NET
9 6 (4.92%) Classic ASP
10 5 (4.10%) Ajax
11 4 (3.28%) jQuery
11 4 (3.28%) Kafka
11 4 (3.28%) LAMP
Miscellaneous
1 15 (12.30%) Internet of Things
2 10 (8.20%) Cybercrime
2 10 (8.20%) Device Driver
3 9 (7.38%) Computer Science
4 8 (6.56%) Mathematics
5 7 (5.74%) Cyberthreat
5 7 (5.74%) Digital Media
5 7 (5.74%) Visualisation
6 6 (4.92%) Cyber Attack
7 5 (4.10%) Analytical Skills
7 5 (4.10%) iPhone
7 5 (4.10%) Management Information System
7 5 (4.10%) Mobile App
8 3 (2.46%) Wiki
9 2 (1.64%) Algorithms
9 2 (1.64%) Client/Server
9 2 (1.64%) Data Structures
9 2 (1.64%) iPad
9 2 (1.64%) User Experience
Operating Systems
1 69 (56.56%) Linux
2 32 (26.23%) Windows
3 12 (9.84%) Unix
4 10 (8.20%) Android
5 7 (5.74%) Solaris
6 5 (4.10%) Windows Phone
7 4 (3.28%) Windows Server 2008
7 4 (3.28%) Windows Server 2012
8 3 (2.46%) CentOS
9 2 (1.64%) FreeNAS
9 2 (1.64%) Windows Server
10 1 (0.82%) Red Hat Enterprise Linux
Processes & Methodologies
1 64 (52.46%) Software Engineering
2 63 (51.64%) Agile Software Development
3 42 (34.43%) Cybersecurity
4 37 (30.33%) Scrum
5 33 (27.05%) Integration Testing
6 29 (23.77%) TDD
7 28 (22.95%) BDD
8 25 (20.49%) OOP
9 24 (19.67%) MVC
9 24 (19.67%) OO
10 23 (18.85%) Kanban
11 22 (18.03%) E-Commerce
12 20 (16.39%) Digital Marketing
13 19 (15.57%) Business Intelligence
13 19 (15.57%) Programme Management
14 16 (13.11%) Continuous Integration
15 14 (11.48%) Regression Testing
15 14 (11.48%) Test Planning
15 14 (11.48%) Test Scripting
15 14 (11.48%) Time Management
Programming Languages
1 68 (55.74%) Java
2 51 (41.80%) C++
3 44 (36.07%) C#
4 34 (27.87%) Ruby
5 28 (22.95%) C
6 25 (20.49%) Bash Shell
7 24 (19.67%) SQL
8 22 (18.03%) JavaScript
9 18 (14.75%) Perl
9 18 (14.75%) PHP
10 10 (8.20%) Embedded C
10 10 (8.20%) Embedded C++
10 10 (8.20%) Scala
11 7 (5.74%) PowerShell
12 6 (4.92%) T-SQL
12 6 (4.92%) VB
13 5 (4.10%) Objective-C
13 5 (4.10%) Shell Script
14 1 (0.82%) Go
14 1 (0.82%) PL/SQL
Qualifications
1 40 (32.79%) Security Cleared
2 29 (23.77%) DV Cleared
3 11 (9.02%) SC Cleared
4 9 (7.38%) Degree
5 6 (4.92%) ISEB
6 2 (1.64%) ISTQB
7 1 (0.82%) ISTQB Foundation Certification
Quality Assurance & Compliance
1 6 (4.92%) QA
2 5 (4.10%) MISRA
2 5 (4.10%) MISRA C
3 1 (0.82%) Data Quality
System Software
1 9 (7.38%) Docker
2 4 (3.28%) Active Directory
2 4 (3.28%) VMware Infrastructure
3 2 (1.64%) Apache ZooKeeper
Systems Management
1 4 (3.28%) HP Quality Center
1 4 (3.28%) Puppet
2 2 (1.64%) Hadoop YARN
3 1 (0.82%) Opscode Chef
Vendors
1 24 (19.67%) Apple
2 19 (15.57%) SAP
3 7 (5.74%) HP
4 6 (4.92%) Oracle
5 5 (4.10%) Microsoft
6 4 (3.28%) VMware
7 2 (1.64%) Cisco
7 2 (1.64%) Dell
7 2 (1.64%) EqualLogic
7 2 (1.64%) Google
7 2 (1.64%) Hortonworks
7 2 (1.64%) Palo Alto
7 2 (1.64%) Rally
8 1 (0.82%) Red Hat
Cheltenham, Gloucestershire
Opus Recruitment Solutions Ltd
Posted: Yesterday
Cheltenham, Gloucestershire
Xist4 IT Recruitment
Salary: Competitive
Posted: 4 days ago
Cheltenham, Gloucestershire
Evolution Recruitment Solutions
Salary: 30,000 - 60,000 plus benefits
Posted: 5 days ago
Cheltenham, Gloucestershire, United Kingdom
XIST4 Recruitment
Salary: Competitive
Posted: 25 days ago
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People Source Consulting
Salary: £30000 - £45000 per annum + Excellent Training Opportunities
Posted: 24 days ago