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  /  Data Science   /  How to Switch from a Career in Data Science to Ethical Hacking?
How to Switch from a Career in Data Science to Ethical Hacking?

How to Switch from a Career in Data Science to Ethical Hacking?

Let’s try to know about how to go towards ethical hacking from a data science career?

For the past decade, the field of data science has been growing day by day and the demand for data scientists has also sub sequentially increased. But ethical Hacking abilities become important in a world full of data and information. Data science encompasses preparing data for analysis, including cleansing, aggregating, and manipulating the data to perform advanced data analysis. And ethical hacking involves an authorized attempt to gain unauthorized access to a computer system, application, or data.

Hacking ability is important as data resides in different locations and multiple systems, making identifying data a bit challenging. Hacking is an activity of finding weaknesses in the computer system to gain access to a password-secured computer. Usually, hackers use a password cracking algorithm to do this. But ethical hackers are the good guys of the hacking world; an ethical hacker must be a computer systems expert and needs to have very strong programming and computer networking skills. Ethical hackers identify weaknesses in data computer security to protect businesses and organizations’ cybersecurity from hackers.


What is the Attraction of an Ethical Hacking Career?

Hacking has very negative connotations, but not ethical hacking. Ethical hackers can be independent freelance consultants, employed by a firm that specializes in simulated offensive cybersecurity services. Threat modeling, security assessments, vulnerability threat assessments, and report writing are the typical work assignments for an ethical hacker.

High ethical standards are required for ethical hackers. Every company that employs an internal red team when they need a fresh look at their defenses, will contract external ethical hackers. This work protects them from the hacking activities of those with illegitimate and illegal motives. Many experienced, ethical hackers can expect to earn in excess of $120,000 per year.


Can a Data Scientist become a Hacker?

The skills needed for data scientists to become ethical hacker includes Hacking skills, Math and statistical knowledge, and Substantive expertise. Data scientists are familiar with multiple databases, programming languages, and operating systems. Data Science is one of the ways to prevent hacking by providing cybersecurity. Cybersecurity organizations are heavily investing in artificial intelligence, Data Science, and ML to protect themselves from cybercriminals.

Large companies are making or breaking through data. And also, local logistic companies are analyzing data to earn a profit. Hackers are hacking this data. To prevent these cyberattacks, data scientists play a vital role in cybersecurity. So, there is an increased demand for data scientists. Through data science, one can find patterns of attacks such as Distributed Denial of Service, immediately to take necessary steps in preventing cybercrimes.

A data scientist can gain by working in network support, network engineering, or in any number of positions related to information security. This experience is crucial for an ethical hacker. Using data science in companies helps in measuring effective information security systems. Data scientists use machine learning to find loopholes in the information security environment.