CrowdStrike is a global leader in cybersecurity, seeking an Applied Data Scientist to build and evaluate ML models for malware detection. The role bridges cybersecurity expertise with machine learning to combat evolving threats.
Requirements
- 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
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 CertifiedTM across the globe
