Today everything is online and from such activity the sheer volumes of data generated, its management and security from misuse is a matter of concern that cybersecurity professionals are tackling on a war footing.
ML and AI have seen huge developments in the last decade in conjunction with the rapid growth of data and data analytics. Most organizations value their data and ML as organizational assets. So any threat to them or the devices connected to the algorithms is considered a serious cybersecurity threat.
And cybersecurity depends more and more on ML since it holds potential for analyzing large volumes of data, structure and process data in real-time, and present instantly any threat to its intelligence as it occurs. To learn machine learning is the mainstay of threat intelligence which alerts you so you can deal with mitigating the threats. Gone are the days of incoming alerts and handling attacks. Today we have advanced ML where threat intelligence is the buzz word.
Why? Because, ML has huge applications in helping organizations defend against malware, apply TI (threat intelligence), make unknown connections, identify key parameters, the transformation of unstructured text, threat actors, and such relevant risks.
Cybersecurity ML algorithms and software help:
- Understand why and how ML will affect the future of cybersecurity
- AI techniques add value to ML to make the analysts more effective.
- Obtain insights on ML processes for threat intelligence.
- Help to detect future threats through predictive analytics.
How to become a cybersecurity professional:
Choosing a career in cybersecurity or opting to change careers to it is a great career move at the moment. You will have to learn machine learning with a reputed training institute like Imarticus Learning who are renowned for fast-tracking career options and enhancing technical skills required for careers in the latest emerging fields. Such learning courses are available online with a host of reading and comprehension on cybersecurity risks and its mitigation. However, classroom sessions and supervised learning will also be needed to gain practical and implementation skills.
You could start with an entry-level position gaining experience in security, risk management or IT and move your way up to a mid-level role as an analyst, security administrator, risk auditor or cybersecurity engineer. To sharpen and hone your cybersecurity skills advanced training and certifications will be required before you can actually practice as a security consultant.
A formal after-school college experience for an associate’s degree will take four full-time semesters or two years to start as an Intern. A bachelor’s degree could last 8-semesters or four years and the master’s degree will last two years or another 4-semester duration should help you learn all about the theory behind cybersecurity. The actual practice of writing algorithms can be honed by online challenges participation, certifications and hackathons on Kaggle. The necessary attributes for cybersecurity would be proficiency in English, mathematics, and statistics. Combined with a certification you are set to start your career according to the BLS (www.bls.gov).
The top-10 roles in Cyber Security:
The field of risk evaluation, mitigation and prediction are growing with data analytics and data taking center stage in modern times. Take your pick of career paths from a few of the roles enumerated here to always be in demand.
- Ethical Hackers.
- Security Systems Administrator.
- Security Consultant.
- Computer Forensics Analysts.
- Information Security Analyst.
- Chief Information Security Officer.
- IT Security Consultant.
- Penetration Tester.
The top cybersecurity certifications:
Certifications are essential to your resume and offer employers a real-time measurable scale of your skills in cybersecurity and validate that you can implement and use the learn machine learning applications for risks and security of cyber systems effectively and practically.
The top certifications are:
- The ISC (2) Certification
- CISM- Information Systems Manager
- CISA- Information Security Auditor
- Information Systems and Risk Control Certified
- CEH- Ethical Hacker
- Tester GIAC/ GPEN Penetration
- Cyber Security Courses State Approved
The Cybersecurity professionals have a median salary of 116,000 USD. At an hourly rate of 55.77 USD/ hour, it is almost thrice the national average income offered to full-time workers. The BLS reports make the high salaries a very attractive feature to make cybersecurity your dream career.
The cybersecurity professional is highly paid and has immense job scope in a variety of roles. Formal education, practical skills, certification and performance at the end-of-the-day will set you apart and help your career progression. There definitely is a huge demand for the cybersecurity professions which will continue into the next decade according to most reports on Glassdoor, Payscale, and BLS.
Resources are available aplenty to make cybersecurity your career no matter where you live. The Imarticus Learning courses, unlike many online programs, have limited class sizes meant to enhance learning, certification attainment and networking.
So hurry and learn machine learning!