Cython vs. NumPy vs. PythonJobsHQ vs. Scala Comparison Chart

Cython is an optimizing static compiler for both the Python programming language and the extended Cython programming language (based on Pyrex). It makes writing C extensions for Python as easy as Python itself. Cython gives you the combined power of Python and C to let you write Python code that calls back and forth from and to C or C++ code natively at any point. Easily tune readable Python code into plain C performance by adding static type declarations, also in Python syntax. Use combined source code level debugging to find bugs in your Python, Cython, and C code. Interact efficiently with large data sets, e.g. using multi-dimensional NumPy arrays. Quickly build your applications within the large, mature, and widely used CPython ecosystem. The Cython language is a superset of the Python language that additionally supports calling C functions and declaring C types on variables and class attributes.

Python Jobs HQ is a Python job board, by Pythonistas for Pythonistas. This job board is managed by the same crew that brings you PyCoder’s Weekly, a popular weekly Python newsletter with over 100,000 subscribers in our mailing list and over 265,000 followers on Twitter. Included the job section of the PyCoder’s Weekly newsletter in the 45-day duration of the job posting, reaching 105,000+ email subscribers. Emailed out to job seekers with a matching profile who registered on PythonJobsHQ. As a bonus, your job postings receive increased exposure on other software industry job boards powered by ZipRecruiter. Python Jobs HQ is the best resource to fill your positions with motivated and passionate Python developers and data scientists who love their craft. Get a free, confidential review from a resume expert at our partner, TopResume. Find out what you’re doing right and what you could improve upon to achieve your best resume.