Content
It can be used for other programming types besides web development (for example, back-end development, software development, data science, etc.). For an answer, we can turn to Lightcast, which collects and analyzes millions of job postings from across the country. According to the platform, the median salary for Python developers is $101,694, a bit above the average tech professional salary—and with the right mix of skills, that compensation can climb even higher. And there you have it, a blueprint to hire the best Python developers for your company.
Learning the basics of Python can take anywhere from a few weeks to a few months, depending on what you want to learn and how frequently you learn. But since Python has so many uses—and tools to support those uses—you can spend years learning its different applications. If you find yourself performing a task repeatedly, you could work more efficiently by automating it with Python. Writing code used to build these automated processes is called scripting. In the coding world, automation can be used to check for errors across multiple files, convert files, execute simple math, and remove duplicates in data. This need for synergy is amplified today with major parts of the workforce working remotely.
Web scraping Python tools
First, be sure to list any relevant experience you have in your resume or CV. If you have worked with Python before, be sure to list the specific projects how to become a python developer you have worked on. If you have not worked with Python before, be sure to list any other programming languages or development tools you are familiar with.
It’s especially popular in startup environments where it helps to accelerate the development process thanks to its concise syntax and rich collection of libraries. Scikit-Learn is an open-source tool that Python Developers, Machine Learning Engineers, and Data Scientists all swear by for data mining and data analysis. Written in Python, Keras is a high-level neural network library that is easy to use and well-suited to machine learning and deep learning. Theano is a Python library useful for evaluating math computations that integrate tightly with NumPy.
Python Developer Salary Based on Location
This list is divided into three categories – Skills specific to Python, competence in supporting technologies, and interpersonal skills. Best practices like pair programming and keeping neat documentation draw on your communication skills, so make a conscious effort to improve your soft skills. You’ll become a Python talent that everyone will want to have on their team. Python developers often cooperate with frontend teams to align the server-side with the client-side of the application. That’s why it’s important for Python developers to understand how the frontend works.
Another example is Matplotlib which is a data visualization and graphical plotting library for Python. But simply having the best application development programming languages and tools alone won’t make you a good python developer. You would need a lot more than just Python if you want to become the best Python developer. According to the Lead, while Python isn’t Facebook’s main language, it made up approximately 21 percent of the infrastructure’s codebase of its platform in 2020 [6]. Given the size and scope of Facebook, that translates to thousands of libraries and millions of lines of code.
Find professionals who connect with your mission and company.
The ability to troubleshoot, find issues, and debug them should be innate to every developer and should definitely be a part of the python developer skill set. One reason why Python is the preferred language for programming is that it makes building applications easy and fast. There are two reasons for this – its ‘readable’ syntaxes and its extensive libraries. These are core elements of the language using which a developer writes programs in Python, and is knowledge a Python developer must obviously have. The first step in assessing the capabilities of a Python developer is by judging their competency in the core concepts.