ML Threat Analyst: Detection Efficacy & AI-Driven Ops

CrowdStrike Holdings, Inc.; California (MO); Hybrid; USD 120.000 - 180.000; Vollzeit

Benefits dieser Stelle

Competitive compensation

Wellness programs

Generous vacation

Parental leave

Professional development

Employee networks

Great workplace culture

Zusammenfassung

CrowdStrike is seeking a Threat Analyst for the Data Science Machine Learning Operations and Response Team. You will analyze malware and detections by examining customer tickets and reverse‑engineering findings, contributing to detections and incident response.

You’ll collaborate with Technical Account Managers, Falcon Complete, Data Scientists, and the Malware Research Center to improve detection efficacy, reduce false positives, and enable internal teams to resolve inquiries about threat

Qualifikationen

• 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.

Aufgaben

• 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.

Kenntnisse

Malware analysis

Reverse engineering

Python programming

Binary file analysis

Threat detection analysis

AI in security

Jobbeschreibung

CrowdStrike is seeking a Threat Analyst for the Data Science Machine Learning Operations and Response Team. You will analyze malware and detections by examining customer tickets and reverse‑engineering findings, contributing to detections and incident response.

You’ll collaborate with Technical Account Managers, Falcon Complete, Data Scientists, and the Malware Research Center to improve detection efficacy, reduce false positives, and enable internal teams to resolve inquiries about threat