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 17 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
17 Jan 2017
Same period 2016 Same period 2015
Python
South East / Middlesex
Rank 13 14 33
Rank change year-on-year
+1 +19
Permanent jobs citing Python 12 8 5
As % of all permanent IT jobs located in Middlesex 10.34% 4.71% 1.69%
As % of the Programming Languages category 23.53% 13.11% 4.13%
Number of salaries quoted 4 8 3
Median salary £50,000 £55,000 £51,500
Median salary % change year-on-year
-9.09% +6.79%
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

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
51 61 121
As % of all permanent IT jobs located in Middlesex 43.97% 35.88% 41.02%
Number of salaries quoted 43 57 86
Median salary £50,000 £47,500 £47,500
Median salary % change year-on-year
+5.26% -
90% offered a salary of more than £37,500 £37,500 £32,500
10% offered a salary of more than £60,000 £65,000 £62,500
UK excluding London median salary £42,500 £41,000 £40,000
% change year-on-year
+3.65% +2.50%

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 17 January 2017.

Python Salary Histogram in Middlesex

Python
Top 30 Related IT Skills in Middlesex

For the 6 months to 17 January 2017, 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 27 (87.10%) Java
2 26 (83.87%) Agile Software Development
3 20 (64.52%) Linux
4 16 (51.61%) Oracle
4 16 (51.61%) ActiveMQ
4 16 (51.61%) jBPM
4 16 (51.61%) JIRA
4 16 (51.61%) Confluence
4 16 (51.61%) Performance Analysis
5 15 (48.39%) Spring
5 15 (48.39%) SOAP
5 15 (48.39%) XML
6 14 (45.16%) Scrum
6 14 (45.16%) AOP
6 14 (45.16%) Spring Security
6 14 (45.16%) REST
6 14 (45.16%) Oracle BPM
7 13 (41.94%) SQL
8 11 (35.48%) C#
9 10 (32.26%) IBM
9 10 (32.26%) HP
9 10 (32.26%) ISEB
9 10 (32.26%) PHP
9 10 (32.26%) Finance
9 10 (32.26%) Computer Science
9 10 (32.26%) Selenium
9 10 (32.26%) ISTQB
9 10 (32.26%) Degree
9 10 (32.26%) Performance Testing
9 10 (32.26%) WebDriver

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 16 (51.61%) Confluence
2 4 (12.90%) Apache
2 4 (12.90%) Tomcat
3 1 (3.23%) Elasticsearch
3 1 (3.23%) OpenStack
Business Applications
1 14 (45.16%) Oracle BPM
2 2 (6.45%) Adobe Campaign
Cloud Services
1 4 (12.90%) Amazon AWS
Database & Business Intelligence
1 2 (6.45%) Big Data
1 2 (6.45%) Data Warehouse
2 1 (3.23%) Apache Cassandra
2 1 (3.23%) mvBase
2 1 (3.23%) NoSQL
2 1 (3.23%) SQL Server
2 1 (3.23%) SQL Server 2008
2 1 (3.23%) UniData
Development Applications
1 16 (51.61%) JIRA
2 10 (32.26%) Selenium
2 10 (32.26%) Selenium IDE
2 10 (32.26%) WebDriver
3 2 (6.45%) Bitbucket
3 2 (6.45%) Git (software)
4 1 (3.23%) Atlassian Bamboo
4 1 (3.23%) Cucumber
4 1 (3.23%) IntelliJ
4 1 (3.23%) JUnit
4 1 (3.23%) Mockito
General
1 10 (32.26%) Finance
2 6 (19.35%) Telecoms
3 1 (3.23%) Games
Job Titles
1 16 (51.61%) Developer
2 15 (48.39%) Java Developer
3 10 (32.26%) Graduate
4 5 (16.13%) Graduate Test Engineer
4 5 (16.13%) Software Test Engineer
4 5 (16.13%) Test Engineer
5 2 (6.45%) Administrator
5 2 (6.45%) Analyst
5 2 (6.45%) Operations Analyst
5 2 (6.45%) Systems Administrator
5 2 (6.45%) Telecoms Analyst
6 1 (3.23%) Java Software Developer
6 1 (3.23%) Linux Administrator
6 1 (3.23%) Linux Engineer
6 1 (3.23%) Python Developer
6 1 (3.23%) Senior Developer
6 1 (3.23%) Senior Java Software Developer
6 1 (3.23%) Software Developer
6 1 (3.23%) Software Engineer
6 1 (3.23%) Technical Analyst
Libraries, Frameworks & Software Standards
1 16 (51.61%) ActiveMQ
1 16 (51.61%) jBPM
2 15 (48.39%) SOAP
2 15 (48.39%) Spring
2 15 (48.39%) XML
3 14 (45.16%) REST
3 14 (45.16%) Spring Security
4 1 (3.23%) Dropwizard
4 1 (3.23%) ELK Stack
4 1 (3.23%) HTML
4 1 (3.23%) RESTful
4 1 (3.23%) Web Services
Miscellaneous
1 10 (32.26%) Computer Science
2 2 (6.45%) Analytical Skills
Operating Systems
1 20 (64.52%) Linux
2 4 (12.90%) Windows
3 3 (9.68%) Unix
Processes & Methodologies
1 26 (83.87%) Agile Software Development
2 16 (51.61%) Performance Analysis
3 14 (45.16%) AOP
3 14 (45.16%) Scrum
4 10 (32.26%) Performance Testing
5 5 (16.13%) TDD
6 3 (9.68%) Continuous Improvement
6 3 (9.68%) DevOps
6 3 (9.68%) Integration Testing
7 2 (6.45%) Analytics
7 2 (6.45%) Business Analytics
7 2 (6.45%) Business Intelligence
7 2 (6.45%) Incident Management
8 1 (3.23%) E-Commerce
8 1 (3.23%) Extreme Programming
8 1 (3.23%) Migration
8 1 (3.23%) Pair Programming
8 1 (3.23%) Security Management
8 1 (3.23%) Software Engineering
8 1 (3.23%) Vulnerability Assessment
Programming Languages
1 27 (87.10%) Java
2 13 (41.94%) SQL
3 11 (35.48%) C#
4 10 (32.26%) PHP
5 3 (9.68%) Bash Shell
6 1 (3.23%) Groovy
6 1 (3.23%) JavaScript
6 1 (3.23%) Scala
6 1 (3.23%) Shell Script
6 1 (3.23%) T-SQL
Qualifications
1 10 (32.26%) Degree
1 10 (32.26%) ISEB
1 10 (32.26%) ISTQB
Quality Assurance & Compliance
1 2 (6.45%) PCI DSS
Systems Management
1 3 (9.68%) Ansible
2 1 (3.23%) Grafana
2 1 (3.23%) Kibana
2 1 (3.23%) logstash
2 1 (3.23%) Opscode Chef
2 1 (3.23%) Puppet
Vendors
1 16 (51.61%) Oracle
2 10 (32.26%) HP
2 10 (32.26%) IBM
3 1 (3.23%) AppDynamics
3 1 (3.23%) Atlassian
3 1 (3.23%) jBASE
3 1 (3.23%) Qualys
3 1 (3.23%) Red Hat
3 1 (3.23%) Splunk
Middlesex
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