Threat Analyst, Machine Learning Operations & Detection Efficacy (Remote)

Our CrowdStrike Data Science Machine Learning Operations and Response Team is looking for a Threat Analyst who is both customer- and team-focused. This role will include both response and pro-active aspects. This role will be perfect for anyone who has experience involving detections and/or reverse engineering. The primary responsibility of this role will be to analyze malware and detections by investigating individual customer detection tickets. This team is focused on improving detection capability and efficiency through analysis of malware or other threat detections impacting our customer base. Experience with detections of potentially malicious behavior by machine learning models is a plus.

Bring your passion for helping internal partners resolve questions about detections of potentially malicious activity by machine learning and our detection capability. Our goal for the team is to both help internal teams respond to customer-inquiries about threat detection and to provide information about the effects of our detections into the Data Science organization - including detection efficacy and managing false positive detections.

This role will work most closely with internal teams such as Technical Account Managers, Falcon Complete, Data Scientists and the Malware Research Center in Data Science.

What You'll Do:

Analyze detection data including customer reports to determine which aspects of the machine learning models can be improved

Perform tasks to enable better-management of false positive detections

Analyze binary files to determine their legitimacy

Review current product detections to ensure they are performing to the company standard

Address internal questions and concerns regarding customer threat detections

What You'll Need:

Exposure and understanding of different types and functionality of malware

Experience with reverse engineering malware, or malware operations

Knowledge of programming and scripting languages, in particular Python

Fundamental understanding of attributes of binary files such as imports/exports and packers

Ability to demonstrate practical knowledge of research/collection skills and analytical methods

General understanding of threat/risk management and threat/risk assessment

Familiarity with various operating systems

Ability to break down complex problems into workable components

Proven experience utilizing AI technologies to enhance decision-making, streamline workflows and processes, improve efficiency and drive business outcomes.

Bonus Points:

Experience in a security operations center or similar environment responding to incidents

A thorough understanding of Windows OS internals and the Windows API

Knowledge of MacOS and/or Linux

Familiarity with tools used in targeted and criminal cyber-intrusions

A background in exploit and vulnerability analysis

Knowledge of a variety of programming languages including C, C++, Java, and assembly

Experience with threat detections by machine learning.

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Benefits of Working at CrowdStrike:

Market leader in compensation and equity awards

Comprehensive physical and mental wellness programs

Competitive vacation and holidays for recharge

Paid parental and adoption leaves

Professional development opportunities for all employees regardless of level or role

Employee Networks, geographic neighborhood groups, and volunteer opportunities to build connections

Vibrant office culture with world class amenities

Great Place to Work CertifiedTM across the globe

CrowdStrike is proud to be an equal opportunity employer. We are committed to fostering a culture of belonging where everyone is valued for who they are and empowered to succeed. We support veterans and individuals with disabilities through our affirmative action program.

CrowdStrike is committed to providing equal employment opportunity for all employees and applicants for employment. The Company does not discriminate in employment opportunities or practices on the basis of race, color, creed, ethnicity, religion, sex (including pregnancy or pregnancy-related medical conditions), sexual orientation, gender identity, marital or family status, veteran status, age, national origin, ancestry, physical disability (including HIV and AIDS), mental disability, medical condition, genetic information, membership or activity in a local human rights commission, status with regard to public assistance, or any other characteristic protected by law. We base all employment decisions--including recruitment, selection, training, compensation, benefits, discipline, promotions, transfers, lay-offs, return from lay-off, terminations and social/recreational programs--on valid job requirements.

If you need assistance accessing or reviewing the information on this website or need help submitting an application for employment or requesting an accommodation, please contact us at recruiting@crowdstrike.com for further assistance.

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