CrowdStrike
Next-Generation Endpoint Protection • Endpoint Detection and Response • Next Generation Anti-Virus • Managed Threat Hunting • Incident Response
Applied Machine Learning Intern
4 days ago
CrowdStrike
Next-Generation Endpoint Protection • Endpoint Detection and Response • Next Generation Anti-Virus • Managed Threat Hunting • Incident Response
Description
• Ongoing learning and development opportunities. • The opportunity to leverage the AWS cloud stack for extracting features and deploying state-of-the art ML malware classifiers that learn from extremely large amounts of sample files. • Develop Machine Learning expertise and coding skills - we use Python, Sklearn, XGBoost and related Deep Learning frameworks (Tensorflow, Keras, Pytorch); we use Git versioning control, Continuous Integration and Docker to deploy our models in the cloud. • Assigned Mentor • Virtual/Remote Internship with flexible working hours • Global Intern Events, Socials, Swag & International Workshops • Work directly with Sr. Applied Machine Learning Engineers, helping to create predictive machine learning models and tooling to improve the existing models so that we will continue to detect and stop today's most sophisticated threats • Implement and experiment with new algorithms and methodologies to help improve our machine learning models • Automate and visualize analyses, results, and processes in our machine learning pipeline
Requirements
• 3rd or final year Computer Science student (also will consider Master/PhD students) • Good understanding of basic ML algorithms and techniques and their tradeoffs • Experience in writing Python code to pre-process and analyze data to generate actionable insights • Hands on in your approach to understanding data and learning about new fields • Passionate to develop your knowledge and learn new technologies, algorithms and concepts • Experience with working in a Linux environment • Good verbal and written communication skills in English • Bonus Points: • Hands on experience with traditional Machine Learning libraries (xgboost, sklearn, etc) and/or deeplearning frameworks (Tensorflow, Keras, PyTorch) • Good understanding of basic Machine Learning Techniques (SVM, Logistic Regression etc) • Security Enthusiast
Benefits
• Remote-friendly and flexible work culture • Market leader in compensation and equity awards • Paid holidays (including birthday holidays) and 401k matching • Professional development opportunities including workshops, tech talks, and Executive Speaker Series • Assigned mentors from across the company for continuous support and feedback • Participation in companywide initiatives including ERGs, FalconFIT, Wellness Programs, and Employee Assistance Program • Employee Resource Groups, geographic neighbourhood groups and volunteer opportunities to build connections • Vibrant office culture with world class amenities • Ownership of impactful projects that move the company forward • Great Place to Work Certified™ across the globe
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