Machine Learning Detection Engineer

Job Description:

• 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

Requirements:

• 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
• Experience in a security operations center or similar environment responding to incidents (preferred)
• A thorough understanding of Windows OS internals and the Windows API (preferred)
• Knowledge of MacOS and/or Linux (preferred)
• Familiarity with tools used in targeted and criminal cyber-intrusions (preferred)
• A background in exploit and vulnerability analysis (preferred)
• Knowledge of a variety of programming languages including C, C++, Java, and assembly (preferred)
• Experience with threat detections by machine learning (preferred)

Benefits:

• 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 Certified™ across the globe