The table below looks at the statistics for Python skills in IT jobs advertised for the Middlesex region. Included is a guide to the salaries offered in IT jobs that have cited Python over the 3 months to 5 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
5 Dec 2016
Same period 2015 Same period 2014
Python
Rank 6 17 45
Rank change year-on-year
+11 +28
Permanent jobs citing Python 12 6 2
As % of all permanent IT jobs located in Middlesex 13.19% 3.30% 0.61%
As % of the Programming Languages category 42.86% 9.68% 1.41%
Number of salaries quoted 5 6 1
Median salary £50,000 £55,000 £70,000
Median salary % change year-on-year
-9.09% -21.42%
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%
Python
South East

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

Programming Languages Category
Middlesex
Permanent IT job ads with a match in the
Programming Languages category
28 62 142
As % of all permanent IT jobs located in Middlesex 30.77% 34.07% 43.03%
Number of salaries quoted 21 57 94
Median salary £50,000 £52,500 £40,000
Median salary % change year-on-year
-4.76% +31.25%
90% offered a salary of more than £20,000 £37,500 £32,500
10% offered a salary of more than £72,000 £62,500 £65,000
UK excluding London median salary £42,500 £40,000 £40,000
% change year-on-year
+6.25% -

Python
Jobs Demand Trend in Middlesex

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

Python Jobs Demand Trend in Middlesex

Python
Salary Trend in Middlesex

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

Python Salary Trend in Middlesex

Python
Salary Histogram in Middlesex

This chart provides a salary histogram for IT jobs citing Python across the Middlesex region over the 3 months to 5 December 2016.

Python Salary Histogram in Middlesex

Python
Top 30 Related IT Skills in Middlesex

For the 6 months to 5 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 Middlesex region with a requirement for Python.

1 26 (89.66%) Java
2 24 (82.76%) Agile Software Development
3 16 (55.17%) Linux
4 15 (51.72%) SQL
5 14 (48.28%) JIRA
5 14 (48.28%) Confluence
6 13 (44.83%) Performance Analysis
6 13 (44.83%) jBPM
6 13 (44.83%) ActiveMQ
6 13 (44.83%) Finance
6 13 (44.83%) C#
6 13 (44.83%) Oracle
7 12 (41.38%) SOAP
7 12 (41.38%) XML
7 12 (41.38%) PHP
7 12 (41.38%) IBM
7 12 (41.38%) HP
7 12 (41.38%) ISEB
7 12 (41.38%) Spring
7 12 (41.38%) ISTQB
7 12 (41.38%) Degree
7 12 (41.38%) Selenium IDE
7 12 (41.38%) WebDriver
7 12 (41.38%) Computer Science
7 12 (41.38%) Selenium
7 12 (41.38%) Performance Testing
8 11 (37.93%) Spring Security
8 11 (37.93%) Oracle BPM
8 11 (37.93%) REST
8 11 (37.93%) AOP

Python
Top Related IT Skills in Middlesex 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 14 (48.28%) Confluence
2 4 (13.79%) Apache
2 4 (13.79%) Tomcat
3 1 (3.45%) Elasticsearch
Business Applications
1 11 (37.93%) Oracle BPM
2 2 (6.90%) Adobe Campaign
3 1 (3.45%) SAP Oil and Gas
Cloud Services
1 4 (13.79%) Amazon AWS
Database & Business Intelligence
1 2 (6.90%) Big Data
1 2 (6.90%) Data Warehouse
2 1 (3.45%) Apache Cassandra
2 1 (3.45%) mvBase
2 1 (3.45%) NoSQL
2 1 (3.45%) SQL Server
2 1 (3.45%) SQL Server 2008
2 1 (3.45%) UniData
Development Applications
1 14 (48.28%) JIRA
2 12 (41.38%) Selenium
2 12 (41.38%) Selenium IDE
2 12 (41.38%) WebDriver
3 2 (6.90%) Atlassian Bamboo
3 2 (6.90%) Bitbucket
3 2 (6.90%) Git (software)
4 1 (3.45%) Cucumber
4 1 (3.45%) IntelliJ
4 1 (3.45%) JUnit
4 1 (3.45%) Mockito
General
1 13 (44.83%) Finance
2 6 (20.69%) Telecoms
3 1 (3.45%) Electronics
3 1 (3.45%) Games
3 1 (3.45%) Manufacturing
3 1 (3.45%) Marketing
Job Titles
1 12 (41.38%) Developer
1 12 (41.38%) Graduate
1 12 (41.38%) Java Developer
2 7 (24.14%) Graduate Test Engineer
2 7 (24.14%) Software Test Engineer
2 7 (24.14%) Test Engineer
3 2 (6.90%) Administrator
3 2 (6.90%) Analyst
3 2 (6.90%) Operations Analyst
3 2 (6.90%) Systems Administrator
3 2 (6.90%) Telecoms Analyst
4 1 (3.45%) Data Warehouse Analyst
4 1 (3.45%) Linux Administrator
4 1 (3.45%) Linux Systems Administrator
4 1 (3.45%) Senior Developer
4 1 (3.45%) Senior Java Developer
4 1 (3.45%) Senior Software Developer
4 1 (3.45%) Software Developer
4 1 (3.45%) Software Engineer
4 1 (3.45%) Technical Analyst
Libraries, Frameworks & Software Standards
1 13 (44.83%) ActiveMQ
1 13 (44.83%) jBPM
2 12 (41.38%) SOAP
2 12 (41.38%) Spring
2 12 (41.38%) XML
3 11 (37.93%) REST
3 11 (37.93%) Spring Security
4 1 (3.45%) Dropwizard
4 1 (3.45%) ELK Stack
4 1 (3.45%) HTML
4 1 (3.45%) RESTful
4 1 (3.45%) Web Services
Miscellaneous
1 12 (41.38%) Computer Science
2 2 (6.90%) Analytical Skills
Operating Systems
1 16 (55.17%) Linux
2 4 (13.79%) Windows
3 3 (10.34%) Unix
Processes & Methodologies
1 24 (82.76%) Agile Software Development
2 13 (44.83%) Performance Analysis
3 12 (41.38%) Performance Testing
4 11 (37.93%) AOP
4 11 (37.93%) Scrum
5 5 (17.24%) TDD
6 3 (10.34%) Business Intelligence
6 3 (10.34%) Continuous Improvement
6 3 (10.34%) DevOps
6 3 (10.34%) Integration Testing
7 2 (6.90%) Analytics
7 2 (6.90%) Business Analytics
7 2 (6.90%) Incident Management
7 2 (6.90%) Patch Management
7 2 (6.90%) Security Management
7 2 (6.90%) Vulnerability Assessment
8 1 (3.45%) Extreme Programming
8 1 (3.45%) Migration
8 1 (3.45%) Pair Programming
8 1 (3.45%) Stakeholder Management
Programming Languages
1 26 (89.66%) Java
2 15 (51.72%) SQL
3 13 (44.83%) C#
4 12 (41.38%) PHP
5 3 (10.34%) Bash Shell
6 1 (3.45%) Groovy
6 1 (3.45%) JavaScript
6 1 (3.45%) Scala
6 1 (3.45%) Shell Script
6 1 (3.45%) T-SQL
Qualifications
1 12 (41.38%) Degree
1 12 (41.38%) ISEB
1 12 (41.38%) ISTQB
Quality Assurance & Compliance
1 2 (6.90%) PCI DSS
Systems Management
1 4 (13.79%) Ansible
2 2 (6.90%) Opscode Chef
2 2 (6.90%) Puppet
3 1 (3.45%) Grafana
3 1 (3.45%) Kibana
3 1 (3.45%) logstash
Vendors
1 13 (44.83%) Oracle
2 12 (41.38%) HP
2 12 (41.38%) IBM
3 2 (6.90%) Qualys
4 1 (3.45%) AppDynamics
4 1 (3.45%) Atlassian
4 1 (3.45%) jBASE
4 1 (3.45%) Red Hat
4 1 (3.45%) SAP
4 1 (3.45%) Splunk