The following table provides summary statistics for permanent job vacancies advertised in Middlesex with a requirement for Python skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Python over the 3 months to 22 June 2017 with a comparison to the same period in the previous 2 years.

Python
South East / Middlesex
3 months to
22 Jun 2017
Same period 2016 Same period 2015
Rank 18 30 34
Rank change year-on-year +12 +4  
Permanent jobs citing Python 11 2 7
As % of all permanent IT jobs advertised in Middlesex 10.48% 1.47% 2.35%
As % of the Programming Languages category 29.73% 3.17% 6.54%
Number of salaries quoted 5 2 7
Median salary £65,000 £35,000 £42,500
Median salary % change year-on-year +85.71% -17.64%  
90% offered a salary of more than £52,500 £23,000 £32,400
10% offered a salary of more than £66,900 £47,000 £73,500
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year - +5.88%  

Python is in the programming language skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Middlesex with a requirement for programming language skills.

Programming Language Skills
Middlesex
Permanent job vacancies with a requirement for programming language skills 37 63 107
As % of all permanent IT job vacancies advertised in Middlesex 35.24% 46.32% 35.91%
Number of salaries quoted 14 54 63
Median salary £65,000 £40,000 £44,000
Median salary % change year-on-year +62.50% -9.09%  
90% offered a salary of more than £33,000 £37,000 £34,000
10% offered a salary of more than £72,500 £74,250 £55,000
UK excluding London median salary £42,500 £41,000 £40,000
% change year-on-year +3.65% +2.50%  

Python
Job Vacancy Trend in Middlesex

The job posting trend of jobs advertised in Middlesex citing Python as a proportion of all permanent or contract IT jobs with a match in the Programming Languages category.

Job vacancy trend for Python in Middlesex

Python
Salary Trend in Middlesex

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

Salary trend for Python in Middlesex

Python
Salary Histogram in Middlesex

The salary distribution of IT jobs citing Python in Middlesex over the 3 months to 22 June 2017.

Salary histogram for Python in Middlesex

For the 6 months to 22 June 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 15 (71.43%) Agile Software Development
1 15 (71.43%) Java
2 10 (47.62%) Linux
3 8 (38.10%) Oracle
3 8 (38.10%) Ruby
4 7 (33.33%) jBPM
4 7 (33.33%) AOP
4 7 (33.33%) Scrum
4 7 (33.33%) Spring
4 7 (33.33%) ActiveMQ
4 7 (33.33%) SOAP
4 7 (33.33%) XML
4 7 (33.33%) Spring Security
4 7 (33.33%) JIRA
4 7 (33.33%) Confluence
4 7 (33.33%) Oracle BPM
4 7 (33.33%) REST
4 7 (33.33%) Performance Analysis
5 6 (28.57%) Relational Database
5 6 (28.57%) Test Automation
5 6 (28.57%) Scala
5 6 (28.57%) Computer Science
5 6 (28.57%) Git (software)
5 6 (28.57%) Integration Testing
5 6 (28.57%) Continuous Integration
5 6 (28.57%) Multithreading
5 6 (28.57%) User Experience
5 6 (28.57%) SDLC
5 6 (28.57%) Master's Degree
5 6 (28.57%) Computer Science Degree

Python
Co-occurring 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 7 (33.33%) Confluence
2 3 (14.29%) SAS
3 1 (4.76%) OpenStack
3 1 (4.76%) Tomcat
Applications
1 1 (4.76%) Microsoft Excel
Business Applications
1 7 (33.33%) Oracle BPM
Cloud Services
1 1 (4.76%) IaaS
1 1 (4.76%) PaaS
1 1 (4.76%) SaaS
Communications & Networking
1 2 (9.52%) DNS
Database & Business Intelligence
1 6 (28.57%) Relational Database
2 2 (9.52%) Power BI
3 1 (4.76%) BusinessObjects
3 1 (4.76%) Data Mining
3 1 (4.76%) Data Warehouse
3 1 (4.76%) Qlik Sense
3 1 (4.76%) QlikView
Development Applications
1 7 (33.33%) JIRA
2 6 (28.57%) Git (software)
2 6 (28.57%) Subversion
General
1 6 (28.57%) Marketing
2 1 (4.76%) Finance
2 1 (4.76%) Telecoms
Job Titles
1 16 (76.19%) Developer
2 7 (33.33%) Java Developer
3 3 (14.29%) DevOps Engineer
4 2 (9.52%) Analyst
4 2 (9.52%) Linux Developer
4 2 (9.52%) Linux DevOps Engineer
4 2 (9.52%) Linux Engineer
4 2 (9.52%) Linux/Unix DevOps
4 2 (9.52%) Senior DevOps
4 2 (9.52%) Senior DevOps Engineer
5 1 (4.76%) C Developer
5 1 (4.76%) Consultant
5 1 (4.76%) Python Developer
5 1 (4.76%) SAS Consultant
5 1 (4.76%) Senior Analyst
5 1 (4.76%) Senior Consultant
5 1 (4.76%) Senior Linux Engineer
5 1 (4.76%) Senior SAS Analyst
5 1 (4.76%) Senior SAS Consultant
5 1 (4.76%) Systems Engineer
Libraries, Frameworks & Software Standards
1 7 (33.33%) ActiveMQ
1 7 (33.33%) jBPM
1 7 (33.33%) REST
1 7 (33.33%) SOAP
1 7 (33.33%) Spring
1 7 (33.33%) Spring Security
1 7 (33.33%) XML
2 6 (28.57%) .NET
2 6 (28.57%) ASP.NET
2 6 (28.57%) CSS
2 6 (28.57%) HTML
2 6 (28.57%) Web Services
3 1 (4.76%) AngularJS
3 1 (4.76%) J2EE
3 1 (4.76%) STL
3 1 (4.76%) Swing
Miscellaneous
1 6 (28.57%) Computer Science
1 6 (28.57%) User Experience
2 2 (9.52%) Hybrid Cloud
Operating Systems
1 10 (47.62%) Linux
2 1 (4.76%) Unix
Processes & Methodologies
1 15 (71.43%) Agile Software Development
2 7 (33.33%) AOP
2 7 (33.33%) Performance Analysis
2 7 (33.33%) Scrum
3 6 (28.57%) Continuous Integration
3 6 (28.57%) Integration Testing
3 6 (28.57%) Multithreading
3 6 (28.57%) OO
3 6 (28.57%) OOP
3 6 (28.57%) SDLC
3 6 (28.57%) Test Automation
4 3 (14.29%) Analytics
4 3 (14.29%) DevOps
5 2 (9.52%) Auto-Scaling
5 2 (9.52%) Business Intelligence
5 2 (9.52%) Configuration Management
5 2 (9.52%) Customer Insight
5 2 (9.52%) Data Analytics
5 2 (9.52%) Digital Transformation Programme
5 2 (9.52%) High Availability
Programming Languages
1 15 (71.43%) Java
2 8 (38.10%) Ruby
3 6 (28.57%) C#
3 6 (28.57%) JavaScript
3 6 (28.57%) Scala
4 5 (23.81%) SQL
5 4 (19.05%) R
6 2 (9.52%) Bash Shell
6 2 (9.52%) Perl
7 1 (4.76%) C
7 1 (4.76%) C++
7 1 (4.76%) MATLAB
7 1 (4.76%) PHP
7 1 (4.76%) VBA
Qualifications
1 6 (28.57%) Computer Science Degree
1 6 (28.57%) Degree
1 6 (28.57%) Master's Degree
2 1 (4.76%) SC Cleared
2 1 (4.76%) Security Cleared
Quality Assurance & Compliance
1 1 (4.76%) Data Quality
System Software
1 2 (9.52%) NFS
1 2 (9.52%) Sendmail
Systems Management
1 2 (9.52%) Ansible
1 2 (9.52%) Puppet
Vendors
1 8 (38.10%) Oracle
2 2 (9.52%) Tableau
3 1 (4.76%) Microsoft