S/he works beyond just programming by channelling creativity and implementing it in applications. A Machine Learning Engineer should also be proficient in gradient descent, regression analysis, and prediction models. are essential as well.Īlso read: Data Scientist Salary Machine Learning Engineer OverviewĪ Machine Learning Engineer must understand deep learning concepts, neural network architecture and machine learning algorithms, along with mathematics and statistics. Machine Learning algorithms such as Naive Bayes, regression analysis, etc. S/he must have adequate knowledge about libraries like Tensorflow, Scikit learn, as the role revolves around the development. Knowledge about Data Analysis, Data interpretation, Data manipulation, mathematics, and statistics are very beneficial to make the correct decisions. NumPy, Pandas, Matpotlib, etc., are Python libraries used for Data Visualisation and manipulation, knowing this can be extremely beneficial to a Data Analyst.Īlso read: Top Data Analyst Salary and trend 2020 Data Scientist Being well versed in Mathematics and Statistics is a crucial part of becoming a Data Analyst. Data Analystĭata Analysts are required to carry out data interpretation and data analysis regularly. For GUI based web applications, knowing libraries such as Tkinter is a plus. Good database knowledge is an added advantage. S/he is required to write server-side web logic. These are the foundation requirements for web development. Python Web DeveloperĪ Python Web Developer should be familiar with web frameworks, HTML and CSS. Skills such as front-end development skills and database knowledge are an added advantage. A Software developer must also have an understanding of multi-process architecture to integrate applications with other components. S/he must be well versed with core Python, the different web frameworks and ORM. Source: Github Software Developer/Engineer A short brief of each job has been provided below. To enter the fiercely competitive world, you need to know the various job roles available. With the rise in share and increase in popularity, the number of job roles and companies hiring for these roles increases as well. Must be able to use Python packages such as NumPy, Scikit learn.Īs we can see in the table given below, Python has emerged to be one of the most widely used programming languages in 2020.Good problem solving and analytical skills.S/he should have unit testing and debugging skills.Should be familiar with event-driven programming in Python.Understanding fundamental design principles behind a scalable application.A basic understanding of front-end technology.Have an understanding of various server-side languages like Jinja 2, Mako and more.Should be able to integrate multiple data sources and databases into a single system.Should be an expert in Python and know at least one Python web framework such as Django or Flask.Must be familiar with some ORM (Object Relational Mapper) libraries.Here are some of the top skills that are necessary to enter the field of Python. If you want to become a successful Python Developer in India, it is important that you continue to grow your skills, learn continuously and upskill. Now that we know what a Python Developer does, we can move on to learning about the skills required to acquire this job role. Improving the functionality of existing systems, coordinating with internal teams to understand requirements are also the responsibility of Python Developers. S/he is in charge of implementing security and data protection too. A Python Developer essentially develops, deploys and debugs a project. They are in charge of developing various back-end components to connect web applications to web servers. Server-side web applications are written by Python Developers. Read also: Python Tutorial for beginners Who is a Python Developer? As the demand for Python increases and its popularity grows, it becomes important to know the different Python developer jobs and the average salary of a Python developer in India. Ever wonder what Youtube, Spotify, Instagram or Google are using for their programming needs? You guessed it right! It’s Python. Most beginners prefer learning Python as their first programming language due to its simplicity and versatility. A Python Developers Salary in India is one of the top questions asked and we’re here to answer it for you.
Python is an object-oriented programming language and is growing to be one of the most widely used skills today.