The following table provides summary statistics for permanent job vacancies advertised in York 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 29 March 2017 with a comparison to the same period in the previous 2 years.

Python
3 months to
29 Mar 2017
Same period 2016 Same period 2015
Rank 37 49 31
Rank change year-on-year +12 -18  
Permanent jobs citing Python 12 10 26
As % of all permanent IT jobs advertised in York 3.52% 2.30% 6.90%
As % of the Programming Languages category 5.36% 3.75% 12.44%
Number of salaries quoted 8 7 24
Median salary £41,500 £42,500 £26,500
Median salary % change year-on-year -2.35% +60.37%  
90% offered a salary of more than £33,750 £39,500 £21,000
10% offered a salary of more than £45,000 £50,000 £32,750
UK excluding London median salary £45,000 £45,000 £45,000

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 York with a requirement for programming language skills.

Programming Language Skills
York
Permanent job vacancies with a requirement for programming language skills 224 267 209
As % of all permanent IT job vacancies advertised in York 65.69% 61.52% 55.44%
Number of salaries quoted 195 221 181
Median salary £41,500 £40,500 £33,000
Median salary % change year-on-year +2.46% +22.72%  
90% offered a salary of more than £28,750 £30,000 £26,500
10% offered a salary of more than £47,500 £47,500 £50,000
UK excluding London median salary £41,000 £41,000 £40,000
% change year-on-year - +2.50%  

Python
Job Vacancy Trend in York

The job posting trend of jobs advertised in York 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 York

Python
Salary Trend in York

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

Salary trend for Python in York

Python
Salary Histogram in York

The salary distribution of IT jobs citing Python in York over the 3 months to 29 March 2017.

Salary histogram for Python in York

For the 6 months to 29 March 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 York region with a requirement for Python.

1 11 (61.11%) Perl
1 11 (61.11%) Linux
2 9 (50.00%) Tomcat
2 9 (50.00%) Ruby
3 8 (44.44%) Unix
3 8 (44.44%) Bash Shell
4 7 (38.89%) Amazon AWS
5 6 (33.33%) Shell Script
5 6 (33.33%) Java
5 6 (33.33%) JavaScript
6 5 (27.78%) WebLogic
6 5 (27.78%) Internet
6 5 (27.78%) HP
6 5 (27.78%) EMC
6 5 (27.78%) NetApp
6 5 (27.78%) Degree
6 5 (27.78%) Load Balancing
6 5 (27.78%) Microsoft Azure
6 5 (27.78%) Jetty
6 5 (27.78%) Ansible
7 4 (22.22%) Red Hat Enterprise Linux
7 4 (22.22%) Finance
7 4 (22.22%) Automotive
7 4 (22.22%) PostgreSQL
7 4 (22.22%) Software Engineering
7 4 (22.22%) Red Hat
7 4 (22.22%) E-Commerce
7 4 (22.22%) C
7 4 (22.22%) C++
8 2 (11.11%) HTML

Python
Co-occurring IT Skills in York 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 9 (50.00%) Tomcat
2 5 (27.78%) Jetty
2 5 (27.78%) WebLogic
3 1 (5.56%) ColdFusion
Cloud Services
1 7 (38.89%) Amazon AWS
2 5 (27.78%) Microsoft Azure
Communications & Networking
1 5 (27.78%) Internet
2 2 (11.11%) Ethernet
3 1 (5.56%) DWDM
Database & Business Intelligence
1 4 (22.22%) PostgreSQL
2 1 (5.56%) MongoDB
2 1 (5.56%) MySQL
2 1 (5.56%) NoSQL
2 1 (5.56%) Relational Database
2 1 (5.56%) SQL Server
2 1 (5.56%) SQLite
Development Applications
1 2 (11.11%) Git (software)
2 1 (5.56%) Jenkins
2 1 (5.56%) JIRA
General
1 4 (22.22%) Automotive
1 4 (22.22%) Finance
2 2 (11.11%) Telecoms
3 1 (5.56%) Retail
Job Titles
1 5 (27.78%) Linux Engineer
1 5 (27.78%) Unix Engineer
1 5 (27.78%) Unix Linux Engineer
2 4 (22.22%) Analyst
2 4 (22.22%) C Software Engineer
2 4 (22.22%) C/C++ Software Engineer
2 4 (22.22%) C++ Software Engineer
2 4 (22.22%) Infrastructure Analyst
2 4 (22.22%) Software Engineer
3 2 (11.11%) Developer
3 2 (11.11%) Network Engineer
4 1 (5.56%) Administrator
4 1 (5.56%) Linux Administrator
4 1 (5.56%) Linux Systems Administrator
4 1 (5.56%) Network Support
4 1 (5.56%) Network Support Engineer
4 1 (5.56%) PHP Developer
4 1 (5.56%) PHP Web Developer
4 1 (5.56%) Support Engineer
4 1 (5.56%) Web Developer
Libraries, Frameworks & Software Standards
1 2 (11.11%) CSS
1 2 (11.11%) HTML
2 1 (5.56%) AngularJS
2 1 (5.56%) CakePHP
2 1 (5.56%) Ember.js
2 1 (5.56%) jQuery
2 1 (5.56%) Laravel
2 1 (5.56%) Node.js
2 1 (5.56%) React
2 1 (5.56%) Twitter Bootstrap
2 1 (5.56%) Web Services
2 1 (5.56%) XHTML
Miscellaneous
1 2 (11.11%) Data Centre
2 1 (5.56%) LIMS
Operating Systems
1 11 (61.11%) Linux
2 8 (44.44%) Unix
3 4 (22.22%) Red Hat Enterprise Linux
Processes & Methodologies
1 5 (27.78%) Load Balancing
2 4 (22.22%) E-Commerce
2 4 (22.22%) Software Engineering
3 2 (11.11%) B2B
3 2 (11.11%) Network Design
4 1 (5.56%) Continuous Improvement
4 1 (5.56%) DevOps
4 1 (5.56%) Front End Development
4 1 (5.56%) OO
4 1 (5.56%) OOP
4 1 (5.56%) Open Source
4 1 (5.56%) Server Patching
4 1 (5.56%) System Testing
4 1 (5.56%) Web Development
Programming Languages
1 11 (61.11%) Perl
2 9 (50.00%) Ruby
3 8 (44.44%) Bash Shell
4 6 (33.33%) Java
4 6 (33.33%) JavaScript
4 6 (33.33%) Shell Script
5 4 (22.22%) C
5 4 (22.22%) C++
6 2 (11.11%) PHP
6 2 (11.11%) SQL
7 1 (5.56%) C#
7 1 (5.56%) Objective-C
Qualifications
1 5 (27.78%) Degree
2 2 (11.11%) CCNA
2 2 (11.11%) CCNP
2 2 (11.11%) Cisco Certification
2 2 (11.11%) JNCIA
2 2 (11.11%) JNCIP
System Software
1 1 (5.56%) Docker
Systems Management
1 5 (27.78%) Ansible
2 1 (5.56%) Opscode Chef
2 1 (5.56%) Puppet
Vendors
1 5 (27.78%) EMC
1 5 (27.78%) HP
1 5 (27.78%) NetApp
2 4 (22.22%) Red Hat
3 1 (5.56%) Oracle