CrowdStrike

Applied Data Scientist

CrowdStrike

full-time

Posted on:

Location Type: Remote

Location: Remote • 🇮🇳 India

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Job Level

Mid-LevelSenior

Tech Stack

AirflowApacheAWSAzureCloudElasticSearchGoogle Cloud PlatformMongoDBMySQLNoSQLPostgresPythonRaySparkSQL

About the role

  • Build and optimize ML models for malware detection with high accuracy and precision
  • Conduct exploratory data analysis on threat datasets and behavioural data to identify patterns
  • Perform feature engineering on malware static and behavioural data
  • Design and maintain scalable data pipelines for processing large-scale threat intelligence feeds
  • Establish metrics and KPIs for measuring model effectiveness in production environments
  • Collaborate with threat researchers and engineers to develop and deploy effective ML solutions
  • Conduct model evaluations across diverse threat scenarios.

Requirements

  • Bachelor's or Master's in Data Science or Computer Science
  • 6+ years of combined experience in Data Science
  • Proficiency in Python, data manipulation, visualization and modeling
  • Large-scale data processing experience on cloud platforms like Azure, AWS or GCP
  • Understanding of distributed computing like Ray, Apache Spark
  • SQL (PostgreSQL, MySQL) and NoSQL databases (MongoDB, Elasticsearch)
  • Understanding of workflow orchestration platforms (Airflow)
  • ML lifecycle management tools (MLflow)
  • Understanding in ML Operations like model deployment, monitoring, version control for machine learning projects
  • Demonstrates strong interpersonal communication skills and builds productive relationships with stakeholders at all levels
Benefits
  • Remote-friendly and flexible work culture
  • 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

Applicant Tracking System Keywords

Tip: use these terms in your resume and cover letter to boost ATS matches.

Hard skills
machine learningdata analysisfeature engineeringdata pipelinesmodel evaluationPythonSQLNoSQLdistributed computingML Operations
Soft skills
interpersonal communicationrelationship building
Certifications
Bachelor's in Data ScienceMaster's in Computer Science