[Remote] Machine Learning Detection Engineer (Remote, East/Central)

Note: The job is a remote job and is open to candidates in USA. CrowdStrike is a global leader in cybersecurity, dedicated to stopping breaches and redefining modern security with advanced AI-native platforms. The Machine Learning Detection Engineer role focuses on analyzing malware and improving detection capabilities through collaboration with internal teams and response to customer inquiries about threat detection.ResponsibilitiesAnalyze detection data including customer reports to determine which aspects of the machine learning models can be improvedPerform tasks to enable better-management of false positive detectionsAnalyze binary files to determine their legitimacyReview current product detections to ensure they are performing to the company standardAddress internal questions and concerns regarding customer threat detectionsSkillsExposure and understanding of different types and functionality of malwareExperience with reverse engineering malware, or malware operationsKnowledge of programming and scripting languages, in particular PythonFundamental understanding of attributes of binary files such as imports/exports and packersAbility to demonstrate practical knowledge of research/collection skills and analytical methodsGeneral understanding of threat/risk management and threat/risk assessmentFamiliarity with various operating systemsAbility to break down complex problems into workable componentsExperience in a security operations center or similar environment responding to incidentsA thorough understanding of Windows OS internals and the Windows APIKnowledge of MacOS and/or LinuxFamiliarity with tools used in targeted and criminal cyber-intrusionsA background in exploit and vulnerability analysisKnowledge of a variety of programming languages including C, C++, Java, and assemblyExperience with threat detections by machine learningBenefitsMarket leader in compensation and equity awardsComprehensive physical and mental wellness programsCompetitive vacation and holidays for rechargePaid parental and adoption leavesProfessional development opportunities for all employees regardless of level or roleEmployee Networks, geographic neighborhood groups, and volunteer opportunities to build connectionsVibrant office culture with world class amenitiesEligibility for bonuses, equity grants and a comprehensive benefits package that includes health insurance, 401k and paid time offCompany OverviewCrowdStrike is a cybersecurity technology firm that provides cloud-delivered protection for cloud workloads, identity, and data. It was founded in 2011, and is headquartered in Sunnyvale, California, USA, with a workforce of 5001-10000 employees. Its website is http://www.crowdstrike.com.