CodeHunter · 1 day ago

Data Scientist, Cybersecurity

United States

Full-time

Remote

Entry Level

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Cyber SecurityInformation Technology

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Responsibilities

Apply data science methodologies to classify and analyze different types of malware.

Develop models to understand how malware components may be assembled into campaigns.

Investigate the variance in malware samples within a single family.

Study the evolution of malware families from initial discovery to extinction.

Explore gaps between Endpoint Detection and Response (EDR) capabilities and off-line analysis to improve malware detection and response.

Measure complexity, entropy, and other relevant attributes of malware using data science techniques.

Perform differential analysis between malware samples to identify unique characteristics.

Enhance techniques for detecting packed or obfuscated malware.

Identify patterns and correlations in malware data using machine learning algorithms.

Evaluate the effectiveness of different classification methods in predicting the behaviors that types or families of malware may exhibit.

Determine which malware attributes are valuable for training large language models (LLMs) and machine learning (ML) algorithms.

Qualification

Find out how your skills align with this job's requirements. If anything seems off, you can easily click on the tags to select or unselect skills to reflect your actual expertise.

Data ScienceMachine LearningPythonRNumpyScikit-learnPyTorchMalware AnalysisLarge Language ModelsStatic Analysis ToolsDynamic Analysis Tools