Machine learning and data science are the two main concepts in technology. These concepts use the data to know how we develop or innovate products, infrastructure, or services. Both courses have a bright career path in great demand and offer high-paying jobs.
The two concepts are related in that all squares are rectangles; however, rectangles are not squares. Similarly, data science is like a rectangle, while machine learning is like a square with its entity. Data analysts use both concepts in their work and are quickly adopted by almost every organization.
A career in data science or machine learning
If you need help knowing whether data science or machine learning will be the best option for your career path, then understand it here. Perusing a career in any of the two fields will offer you a good and high return. As per US news, data science is the third-best job in technology. However, machine learning engineering was called the best job in 2019. It would be best to know programming and statistical learning as these concepts are required in both fields.
Whether you want to pursue a career in data science or machine learning, technical skill sets are paramount. Many Data Science And Machine Learning Courses are available online and in-person in institutes that will help you gain such skill sets. With such courses, you will learn data analysis, Python, SQL, visualization, etc.
Careers in data science
Apart from the career as a data scientist, various other data science jobs are available to opt from:
Data scientist: Utilizes data to explain the phenomenon around them and helps organizations make better decisions.
Data Analyst: collects, cleans, and studies various available data sets to assist in solving business issues.
Data engineer: develops a system that manages, gather, and transform raw info into valuable data for data scientist and business analysts
Data architect: checks and analyses the company’s data infrastructure to plan accordingly and store and manage data.
Business intelligence analyst: collects and analyses customer data and interprets it to find valuable information.
Careers in machine learning
If you want to pursue a career in machine learning, there are various career options to choose from:
Machine learning engineer: design and build the artificial intelligence necessary for machine learning and maintain AI system.
AI engineer: develops AI production infrastructure and then executes it
Cloud engineer: develops and regulates cloud infrastructure
Computational linguist: make and design computers that tell how human language functions
Human-centered AI systems designer: build and deploys various systems that adapt with humans to enhance the society and system.
In this computer era, everyone tries to work via computers. For some decades, no one has assumed a self-driving car. This field will continue to flourish. Pursuing a career in data science or machine learning would be best. However, sometimes, it must be evident which of the two courses will be the best option. We have enlisted the job option in both courses.
We hope that you find your piece of information in this blog.