How to Make a Career in Machine Learning

Machine Learning can be referred to as an application of Artificial Intelligence. A machine performing human tasks based on some data and the knowledge required behind these skills is Machine Learning. Finding top machine learning jobs in India is another crucial aspect of driving our daily lives, and we do not notice it. While doing online shopping, we see some associated products that we have already bought; that is all the result of Machine Learning. While shopping, we see a list of products in the section Products Bought Together, and that is also an example of Machine Learning. Again, there is a shortage of people with the right skills for Machine Learning, knowledge about careers in machine learning in India, and useful machine learning certification courses, and online machine learning courses to learn machine learning. In this article, let's explore some of the best machine-learning jobs in India.

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What is the Scope of Machine Learning?

These are some forecasts and statistics that will give you better ideas about machine learning engineer jobs:

1. McKinsey Global Institute's 2019 Report has stated that Artificial Intelligence and Machine Learning together will have a business value of around $1.4-2.6 trillion in the field of Global Marketing and Sales by 2020.

2. McKinsey Global Institute's 2019 Report states that AI and Machine Learning will have a business value of around $1.2-2 trillion in Supply Chain Management and Logistics.

3. Indeed's 2019 Report included Machine Learning Engineer in The Best Jobs in the US. The designation had ranked one on the list.

4. Indeed's 2019 Report also stated that the jobs of Machine Learning Engineers recorded a growth of 344%.

5. A Gartner report says that there are ten lakhs registered firms and businesses in India, out of which 75% are very much ready to implement or have already implemented in the field of Machine Learning.

These statistics show us the growing need for the right skills and investment in Machine Learning. They outline the importance of machine learning tutorial classes along with certification. Even a 1% investment in Machine Learning and Artificial Intelligence can maximize profits. This leads to machine learning jobs for freshers and experts.

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What are the Careers in the Field of Machine Learning?

The next question that comes to anyone's mind is how to land these machine learning jobs. The Indeed 2019 report stated that Machine Learning engineers have a median salary of over USD 146,085 per year. Another report from Indeed has indicated that the median wage of Machine Learning Engineers in India is estimated to be Rs. 11,05,748

Here are the top 5 machine learning engineer jobs listed that you could pursue after getting the proper certifications:

What Does a Machine Learning Engineer Do?

Machine learning (ML) engineers' primary activity is to use data for designing applications that take care of different kinds of business problems. There are different kinds of programming languages like Java, Python, C++, and more which help machine learning engineers do their jobs with ease. These people use models and different kinds of machine-learning algorithms that help them make accurate predictions and complete their daily tasks on time. The most amount of work depends on sourcing and cleaning of data. He or she is an IT person who spends time on researching, building, and then designing artificial intelligence (AI) systems that are self-running so that these can be used to automate predictive models.

Also Read:

• Data Science vs. Machine Learning
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Skills Required for Machine Learning Jobs

Coming up with ideas related to getting top machine learning jobs for freshers and experts is easy. But the journey is difficult yet challenging. Machine Learning Engineer jobs require one to either have or sharpen their several skills. Here in this article, several skills are listed along with machine learning certification courses online to sharpen your knowledge in those skills:

• Proficient in machine learning algorithms
• Programming skills in Java, Python, Scala, and SQL
• Deployment of machine learning models
• Understanding of full-stack and end-to-end development
• Ability to work on cloud platforms like AWS
• Knowledge of software engineering concepts
• Verbal and written communication skills

Steps to Make a Career in Machine Learning

There are 5 basic steps that can be followed to make a career in machine learning. The basic level and quality of education one gets decides whether or not you are capable of building that career and fulfilling the objectives of the association with it. The requirements of the companies may be different. Here is a step-by-step procedure to start making a solid career in the field of machine learning.

Step 1: Coding Skills

Learning to code during a BootCamp session in your college is a great advantage. There are different machine learning algorithms that are run on codes and if you want to become a ML Engineer then learn to code. You must be learning how to make artificial intelligence work. Machine Learning coding skills will only make the job easier.

Step 2: Proper Educational Background

Coding boot camps may offer different kinds of learning education that may be completed in several weeks or even months. There are certain employers who hire candidates who have a bachelor's in computer science or have an advanced degree that is equivalent. If you have a B.E/ B.Tech then you may consider learning from BootCamp courses. Entry-level roles may be secured with experience working with Python but often senior roles may require you to hold a degree in physics, mathematics, computer science, or statistics

Step 3: Internships/Entry-Level Jobs

It is very important to have learned how to use a machine-learning algorithm in real-life case scenarios. To get hands-on experience, you need to ask the instructor to take machine learning classes and educate you about different research opportunities. On the other hand, someone who has completed a relevant degree may work as an intern or look for entry-level jobs so that they can apply their engineering skills and concepts to use machine learning and develop applicable products thereby creating AI programmes.

Step 4: Resume Building

To become the best at seeking a machine learning job you must constantly educate and develop your skills with different kinds of certificate courses available on several online learning platforms like Udemy, Coursera, Great Learning, and more. These online certification courses help you improve your skills, and also learn concepts in machine learning fundamentals such as decision trees, linear and multiple regression, and clustering. These skills may be showcased on your resume which shall become easier for you to attract potential employers.

Step 5: Seeking Machine Learning Jobs

After getting a formal education you must start to apply for different kinds of jobs. applying for jobs. The time taken to land as a machine learning engineer will depend on the resume and portfolio you have. Landing an engineering role at a company means knowing not just machine learning, but also topics like system design, and programming concepts.

Conclusion

Yes. Machine learning is a fast-growing industry that provides a high salary compared to the national average. If you enjoy coding, AI, and problem-solving, machine learning could be a great career choice for you. Securing a machine learning position requires experience in system design and data structures, and a willingness to improve your skills. If you meet these qualifications, you can narrow your machine learning career search by making a list of your top industries and companies so that you apply. So, you can make a career in machine learning by following the simple steps mentioned above.

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