The following table provides summary statistics for permanent job vacancies advertised in Bradford 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
West Yorkshire / Bradford
3 months to
22 Jun 2017
Same period 2016 Same period 2015
Rank 56 45 61
Rank change year-on-year -11 +16  
Permanent jobs citing Python 6 17 10
As % of all permanent IT jobs advertised in Bradford 1.30% 3.83% 1.89%
As % of the Programming Languages category 2.53% 7.05% 3.77%
Number of salaries quoted 6 17 10
Median salary £35,000 £31,500 £45,000
Median salary % change year-on-year +11.11% -30.00%  
90% offered a salary of more than £28,500 £31,500 £37,350
10% offered a salary of more than £45,000 £60,000 £45,300
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 Bradford with a requirement for programming language skills.

Programming Language Skills
Bradford
Permanent job vacancies with a requirement for programming language skills 237 241 265
As % of all permanent IT job vacancies advertised in Bradford 51.30% 54.28% 50.00%
Number of salaries quoted 188 235 238
Median salary £42,000 £40,000 £40,000
Median salary % change year-on-year +5.00% -  
90% offered a salary of more than £29,500 £30,000 £32,200
10% offered a salary of more than £50,000 £45,000 £60,000
UK excluding London median salary £42,500 £41,000 £40,000
% change year-on-year +3.65% +2.50%  

Python
Job Vacancy Trend in Bradford

The job posting trend of jobs advertised in Bradford 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 Bradford

Python
Salary Trend in Bradford

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

Salary trend for Python in Bradford

Python
Salary Histogram in Bradford

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

Salary histogram for Python in Bradford

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 Bradford region with a requirement for Python.

1 8 (66.67%) PHP
1 8 (66.67%) Linux
1 8 (66.67%) Ruby
2 6 (50.00%) Java
2 6 (50.00%) DevOps
3 4 (33.33%) XHTML
3 4 (33.33%) JavaScript
3 4 (33.33%) HTML
3 4 (33.33%) CSS
3 4 (33.33%) XML
3 4 (33.33%) Unix
3 4 (33.33%) Ruby on Rails
3 4 (33.33%) Web Development
3 4 (33.33%) HTML5
4 3 (25.00%) Internet
5 2 (16.67%) C#
5 2 (16.67%) Perl
5 2 (16.67%) Puppet
5 2 (16.67%) Network Security
5 2 (16.67%) Disaster Recovery
5 2 (16.67%) PostgreSQL
5 2 (16.67%) Docker
5 2 (16.67%) Kalman Filter
5 2 (16.67%) SaaS
6 1 (8.33%) Bash Shell
6 1 (8.33%) Opscode Chef
6 1 (8.33%) Ansible
6 1 (8.33%) Odoo
6 1 (8.33%) Software Engineering
6 1 (8.33%) Atlassian Bamboo

Python
Co-occurring IT Skills in Bradford 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 1 (8.33%) OpenEdge
Business Applications
1 1 (8.33%) Odoo
Cloud Services
1 2 (16.67%) SaaS
Communications & Networking
1 3 (25.00%) Internet
2 2 (16.67%) Network Security
3 1 (8.33%) HTTP
3 1 (8.33%) TCP/IP
Database & Business Intelligence
1 2 (16.67%) PostgreSQL
2 1 (8.33%) Redis
Development Applications
1 1 (8.33%) Atlassian Bamboo
1 1 (8.33%) Git (software)
1 1 (8.33%) Jenkins
Job Titles
1 6 (50.00%) DevOps Engineer
2 5 (41.67%) Developer
2 5 (41.67%) Linux Engineer
3 4 (33.33%) Linux DevOps Engineer
3 4 (33.33%) Linux/Unix DevOps
3 4 (33.33%) Web Developer
4 3 (25.00%) Junior
4 3 (25.00%) Junior DevOps
4 3 (25.00%) Junior DevOps Engineer
5 2 (16.67%) Junior Linux Engineer
5 2 (16.67%) Unix Engineer
5 2 (16.67%) Unix Linux Engineer
6 1 (8.33%) Analyst
6 1 (8.33%) Analyst Programmer
6 1 (8.33%) ERP Analyst
6 1 (8.33%) Linux Developer
6 1 (8.33%) PostgreSQL Developer
6 1 (8.33%) Programmer
6 1 (8.33%) Python Software Engineer
6 1 (8.33%) Unix Developer
Libraries, Frameworks & Software Standards
1 4 (33.33%) CSS
1 4 (33.33%) HTML
1 4 (33.33%) HTML5
1 4 (33.33%) Ruby on Rails
1 4 (33.33%) XHTML
1 4 (33.33%) XML
Operating Systems
1 8 (66.67%) Linux
2 4 (33.33%) Unix
Processes & Methodologies
1 6 (50.00%) DevOps
2 4 (33.33%) Web Development
3 2 (16.67%) Disaster Recovery
3 2 (16.67%) Kalman Filter
4 1 (8.33%) Continuous Improvement
4 1 (8.33%) ERP
4 1 (8.33%) Software Engineering
Programming Languages
1 8 (66.67%) PHP
1 8 (66.67%) Ruby
2 6 (50.00%) Java
3 4 (33.33%) JavaScript
4 2 (16.67%) C#
4 2 (16.67%) Perl
5 1 (8.33%) Bash Shell
5 1 (8.33%) SQL
System Software
1 2 (16.67%) Docker
Systems Management
1 2 (16.67%) Puppet
2 1 (8.33%) Ansible
2 1 (8.33%) Opscode Chef