Are you interested to work in a role which is the toast of the job industry at present times? For example – Machine Learning Engineer. The happy news is that you are not the only person on the globe. Machine Learning Engineer comes across as one of the top 10 highest paying jobs in 2022. Yet, do you know the skills required to be a Machine Learning engineer? If not, this article will give information on the same. Digital Marketing is one of them which is now purely based on Machine learning and Artificial intelligence.

How to Become a Machine Learning Engineer

For doing a job, you need to be proficient in the required skills. Let us now focus on the top skills for machine learning engineers (required):

1. Applied Mathematics

Mathematics is one of the many subjects, you learn from school. The topics in which you need to be skilled, in mathematics are probability, linear algebra, multivariate calculus & statistics etc.

2. Fundaments of Computer Programming

We can see a bright smile on your face. Of course, what makes a good machine learning engineer? – Computer Programming. We can see you give a nod citing your approval. The programming languages you need to know are Python, Hadoop, Spark (distributed computing), database management (SQL), data pre-processing (Apache Kafka), data structures (queues, stacks, trees, multi-dimensional arrays, graphs) etc. When it comes to computer architecture – distributed processing, deadlocks, memory & cache etc.

3. What Skills Are Required For Machine Learning In Algorithms?

You need to be proficient in the below-mentioned algorithms to become a good machine learning engineer:

Vector Machine

Linear Regression

Random Forests

Apriori Algorithm

Support Vector Machine

K Means Clustering

Decision Trees

Logistic Regression

Classification Algorithm

Regression Algorithm

Clustering Algorithm

4. Data Modelling & Evaluation

Machine learning is related to understanding data patterns that are not visible to the naked eye. You need to be proficient in the data modelling principles to understand the basic concepts of machine learning.

The other skills needed for becoming a Machine Learning Engineer are neural networks, natural language processing and more.

Conclusion

Machine learning and artificial intelligence job roles are more in-demand in recent times in many industries. It is a welcome sign; you have selected one of the best job roles as per the trend. We wish you the Best of Luck in realizing your dream of becoming a Machine Learning Engineer.