Machine Learning is one of the fastest-growing fields of Computer Science. Research showed that the demand for Machine Learning (ML) Engineers is high and will rise in the upcoming time. The reason being its high demand is that most businesses and industries have adopted Artificial Intelligence and Machine Learning to train ML models for high productivity. The importance of machine learning is increasing as larger companies are using these technologies to improve the productivity and services they provide. If you are about to start your machine learning career, then you can think about taking up free online courses on machine learning which are available online . Also, if you get bored of your regular job and seeking some new opportunities, then you can consider mastering Machine Learning which will take your career to next level.
There are a lot of potentials that you can choose from in the ML field. Indeed’s 2019 study on fastest-growing fields showed that ML will be in high demand in upcoming years. Mastering ML in 2022 can help you get a reputed job or position in this profession. In the past years from 2015 to 2018, the jobs in this machine learning field are increased by 3 times and the demand is still increasing for ML Analysts.
In 2022, we will see a significant rise in the vacancies for machine learning analysts and other positions in this field. Various organizations just entered this field and implemented AI and ML in their business. So they are looking for Artificial Intelligence and Machine Learning experts to enhance their productivity.
There are several reasons to choose machine learning as a career. We’ll talk about the best job roles that will be in high demand in 2022 and the salary trends of Machine Learning experts in this article.
The reason behind mastering Machine Learning is the interesting and high-demand job roles that will be on the rise in 2022. Let us see some roles in Machine Learning that are in demand:
- ML Engineer: The requirement of Machine Learning Engineer is one of the high in-demand positions in this profession. As the role of an ML Engineer is to design and develop ML Models by the use of algorithms and tools. To become a successful ML Engineer, one should be very good at mathematics and developing algorithms. The knowledge of data structures and data modeling is also required for this role and coding skills in programming languages like Python, R, and Java are a must in this field. If you are interested in this role, then you should start learning the required skills.
- NLP Scientist: NLP means Natural Language Processing and NLP scientist has to create machines that can understand human language. The developed NLP machine can learn spoken and written patterns of human language. To get this position, one should be excellent in grammar, syntax, and spelling skills of at least one language. They should also have excellent machine learning skills to develop NLP models.
- Data Scientist: Data Scientist is one of the popular job roles and the demand for this role is at its peak. Most of the organizations collect a huge amount of data of their users, business, and data from the market. But they need to use that data profitably. And to do so, they need data scientists that can use big data to analyze and interpret useful information. The ultimate goal of a Data Scientist is to collect, analyze, and process useful information from big data to take suitable actions to drive the business.
- Business Intelligence Developer: This is also one of the high in the demand job role in 2022 as most of the companies are finding new ways where they can productively use the data. The BI developer analyses the data sets for business and interprets market trends that creatively provide useful information. The BI developer’s work mostly depends on the data and the tools of BI provide the ability to track the progress of any business.
Machine Learning salary trends in India:
It is a rapidly growing field and the demand for ML Engineers is high. Big organizations are ready to pay high to various openings in this field, but they expect employees to be proficient in the required skills. ML engineers are continuously in demand in this field and requirements increases as the day go on. This is the main reason why you should consider mastering machine learning in 2022. The earlier you start learning ML, the faster you get a job with a bigger income. According to Glassdoor, the average salary of a Machine Learning Engineer in India in January 2022 is 8,50,649/year which is very high. And with time, it is going to increase with the increase in demand.
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