The table below looks at the statistics for Python skills in IT jobs advertised for the Ipswich region. Included is a guide to the salaries offered in IT jobs that have cited Python over the 3 months to 7 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
7 Dec 2016
Same period 2015 Same period 2014
Python
Rank 36 40 42
Rank change year-on-year
+4 +2
Permanent jobs citing Python 10 11 7
As % of all permanent IT jobs located in Ipswich 4.20% 3.30% 2.31%
As % of the Programming Languages category 6.71% 6.21% 3.55%
Number of salaries quoted 8 11 4
Median salary £50,000 £34,000 £40,000
Median salary % change year-on-year
+47.05% -15.00%
90% offered a salary of more than £40,000 £34,000 £33,250
10% offered a salary of more than £53,000 £55,000 £45,700
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%
Python
Suffolk

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

Programming Languages Category
Ipswich
Permanent IT job ads with a match in the
Programming Languages category
149 177 197
As % of all permanent IT jobs located in Ipswich 62.61% 53.15% 65.02%
Number of salaries quoted 113 167 151
Median salary £40,000 £40,000 £40,000
90% offered a salary of more than £32,500 £20,500 £27,500
10% offered a salary of more than £65,000 £60,000 £55,000
UK excluding London median salary £42,500 £40,000 £40,000
% change year-on-year
+6.25% -

Python
Jobs Demand Trend in Ipswich

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

Python Jobs Demand Trend in Ipswich

Python
Salary Trend in Ipswich

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

Python Salary Trend in Ipswich

Python
Salary Histogram in Ipswich

This chart provides a salary histogram for IT jobs citing Python across the Ipswich region over the 3 months to 7 December 2016.

Python Salary Histogram in Ipswich

Python
Top 30 Related IT Skills in Ipswich

For the 6 months to 7 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 Ipswich region with a requirement for Python.

1 15 (62.50%) Java
2 13 (54.17%) SQL
3 10 (41.67%) Big Data
4 9 (37.50%) C++
4 9 (37.50%) Agile Software Development
5 7 (29.17%) Linux
5 7 (29.17%) Ruby
6 6 (25.00%) Computer Science
6 6 (25.00%) Bash Shell
6 6 (25.00%) VMware
6 6 (25.00%) Cybersecurity
7 5 (20.83%) Perl
7 5 (20.83%) NoSQL
7 5 (20.83%) Network Design
7 5 (20.83%) Software Engineering
8 4 (16.67%) Degree
8 4 (16.67%) Continuous Integration
8 4 (16.67%) Mathematics
8 4 (16.67%) ProCurve
8 4 (16.67%) PowerShell
8 4 (16.67%) Android
8 4 (16.67%) FreeRADIUS
8 4 (16.67%) Exchange Server 2010
8 4 (16.67%) Office 365
8 4 (16.67%) MongoDB
8 4 (16.67%) XenDesktop
8 4 (16.67%) Veeam
8 4 (16.67%) Pentaho
8 4 (16.67%) Amazon AWS
8 4 (16.67%) C

Python
Top Related IT Skills in Ipswich 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 4 (16.67%) Exchange Server 2010
1 4 (16.67%) MS Exchange
2 2 (8.33%) Apache Pig
2 2 (8.33%) Apache Spark
2 2 (8.33%) Elasticsearch
3 1 (4.17%) Tomcat
3 1 (4.17%) WebLogic
Applications
1 1 (4.17%) MS Excel
Cloud Services
1 4 (16.67%) Amazon AWS
1 4 (16.67%) Office 365
2 2 (8.33%) Amazon SQS
2 2 (8.33%) AWS CloudFormation
2 2 (8.33%) Google Cloud Platform
2 2 (8.33%) Microsoft Azure
Communications & Networking
1 4 (16.67%) DHCP
1 4 (16.67%) DNS
2 2 (8.33%) Firewall
2 2 (8.33%) Internet
2 2 (8.33%) Network Security
3 1 (4.17%) Diameter Protocol
Database & Business Intelligence
1 10 (41.67%) Big Data
2 5 (20.83%) NoSQL
3 4 (16.67%) BusinessObjects
3 4 (16.67%) MongoDB
3 4 (16.67%) Pentaho
4 3 (12.50%) Hadoop
5 2 (8.33%) Amazon DynamoDB
5 2 (8.33%) Amazon RDS
5 2 (8.33%) Apache Cassandra
5 2 (8.33%) Apache Hive
5 2 (8.33%) MySQL
5 2 (8.33%) Presto
5 2 (8.33%) Relational Database
6 1 (4.17%) SQL Server
Development Applications
1 3 (12.50%) Jenkins
1 3 (12.50%) Selenium
2 2 (8.33%) GoCD
3 1 (4.17%) Bugzilla
3 1 (4.17%) Calabash
3 1 (4.17%) Cucumber
3 1 (4.17%) JIRA
3 1 (4.17%) JUnit
3 1 (4.17%) Robot Framework
3 1 (4.17%) SoapUI
General
1 2 (8.33%) Finance
1 2 (8.33%) Games
2 1 (4.17%) Telecoms
Job Titles
1 8 (33.33%) Developer
2 5 (20.83%) Analyst
2 5 (20.83%) Software Developer
2 5 (20.83%) Software Engineer
3 4 (16.67%) Infrastructure Analyst
3 4 (16.67%) Infrastructure Engineer
3 4 (16.67%) IT Analyst
3 4 (16.67%) IT Engineer
3 4 (16.67%) IT Infrastructure Analyst
3 4 (16.67%) IT Infrastructure Engineer
4 3 (12.50%) Developer/Software Engineer
5 2 (8.33%) C++ Software Engineer
5 2 (8.33%) Data Engineer
5 2 (8.33%) Data Scientist
5 2 (8.33%) DevOps Engineer
5 2 (8.33%) Graduate Developer
5 2 (8.33%) Graduate Software Developer
5 2 (8.33%) Head of Mobile
5 2 (8.33%) Mobile Architect
5 2 (8.33%) QA Engineer
Libraries, Frameworks & Software Standards
1 3 (12.50%) ActiveMQ
1 3 (12.50%) HTML
1 3 (12.50%) Java EE
1 3 (12.50%) Spring
2 2 (8.33%) MLlib
2 2 (8.33%) Node.js
2 2 (8.33%) RabbitMQ
2 2 (8.33%) XML
3 1 (4.17%) AngularJS
3 1 (4.17%) Boost C++ Libraries
3 1 (4.17%) EJB
3 1 (4.17%) Hibernate
3 1 (4.17%) J2EE
3 1 (4.17%) JMS
3 1 (4.17%) SOAP
Miscellaneous
1 6 (25.00%) Computer Science
2 4 (16.67%) Mathematics
3 3 (12.50%) Visualisation
4 2 (8.33%) Algorithms
4 2 (8.33%) Cyberthreat
4 2 (8.33%) Enterprise Software
4 2 (8.33%) Internet of Things
4 2 (8.33%) Mobile App
4 2 (8.33%) Mobile Payment
4 2 (8.33%) Replication
5 1 (4.17%) Cybercrime
5 1 (4.17%) iPhone
5 1 (4.17%) Online Games
Operating Systems
1 7 (29.17%) Linux
2 4 (16.67%) Android
3 3 (12.50%) Apple iOS
4 2 (8.33%) Amazon Linux
4 2 (8.33%) Ubuntu
4 2 (8.33%) Windows
5 1 (4.17%) Unix
5 1 (4.17%) Windows Phone
Processes & Methodologies
1 9 (37.50%) Agile Software Development
2 6 (25.00%) Cybersecurity
3 5 (20.83%) Network Design
3 5 (20.83%) Software Engineering
4 4 (16.67%) Continuous Integration
5 3 (12.50%) Mobile Development
6 2 (8.33%) Analytics
6 2 (8.33%) Configuration Management
6 2 (8.33%) Continuous Delivery
6 2 (8.33%) Data Analytics
6 2 (8.33%) Data Privacy
6 2 (8.33%) DevOps
6 2 (8.33%) Disruptive Innovation
6 2 (8.33%) High Availability
6 2 (8.33%) Machine Learning
6 2 (8.33%) Microservices
6 2 (8.33%) Mobile Application Development
6 2 (8.33%) Predictive Modelling
6 2 (8.33%) Product Management
6 2 (8.33%) Scrum
Programming Languages
1 15 (62.50%) Java
2 13 (54.17%) SQL
3 9 (37.50%) C++
4 7 (29.17%) Ruby
5 6 (25.00%) Bash Shell
6 5 (20.83%) Perl
7 4 (16.67%) C
7 4 (16.67%) JavaScript
7 4 (16.67%) PowerShell
7 4 (16.67%) VB
8 2 (8.33%) C#
8 2 (8.33%) Clojure
8 2 (8.33%) MATLAB
8 2 (8.33%) R
8 2 (8.33%) Scala
9 1 (4.17%) Objective-C
Qualifications
1 4 (16.67%) Degree
2 2 (8.33%) AWS Certification
3 1 (4.17%) DV Cleared
3 1 (4.17%) SC Cleared
3 1 (4.17%) Security Cleared
Quality Assurance & Compliance
1 3 (12.50%) QA
2 1 (4.17%) SLA
System Software
1 4 (16.67%) Active Directory
1 4 (16.67%) FreeRADIUS
1 4 (16.67%) XenDesktop
2 2 (8.33%) Virtual Machines
2 2 (8.33%) VMware Infrastructure
Systems Management
1 2 (8.33%) Opscode Chef
1 2 (8.33%) Puppet
Vendors
1 6 (25.00%) VMware
2 4 (16.67%) Cisco
2 4 (16.67%) Citrix
2 4 (16.67%) EMC
2 4 (16.67%) Extreme Networks
2 4 (16.67%) HP
2 4 (16.67%) NetApp
2 4 (16.67%) ProCurve
2 4 (16.67%) Veeam
3 2 (8.33%) Cloudera
3 2 (8.33%) Google
4 1 (4.17%) Microsoft
4 1 (4.17%) Oracle