Senior Data Scientist, CharlotteAI

2 days ago

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CrowdStrike

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Cybersecurity • SaaS • Artificial Intelligence

CrowdStrike is a cybersecurity company that provides cloud-based security services to stop breaches. It is recognized as a leader in endpoint protection, identity and cloud security, and managed detection and response. CrowdStrike's platform, Falcon, integrates artificial intelligence to offer real-time visibility, detection, and protection against sophisticated cyber threats. The company is lauded for its effectiveness in securing networks and data, making it a trusted partner for businesses worldwide.

5001 - 10000 employees

Founded 2011

🔒 Cybersecurity

☁️ SaaS

🤖 Artificial Intelligence

📋 Description

• Lead the architecture and development of complex LLM-based solutions, defining technical approaches and best practices for integration into Charlotte AI • Drive research initiatives to expand Charlotte AI's capabilities, including novel approaches to security-focused AI/ML challenges • Mentor junior data scientists and provide technical guidance across teams to elevate the overall quality of ML solutions • Architect and optimize large-scale training pipelines for custom LLMs, ensuring production readiness and performance • Implement mechanistic explainability and interpretability features to ensure Charlotte AI's recommendations are transparent and trustworthy for security professionals • Collaborate with engineering teams to translate ML innovations into scalable, fault-tolerant microservices using modern cloud technologies • Design and implement robust evaluation frameworks for model performance and security • Work with massive-scale security data (processing 3 trillion events daily) to extract actionable insights and identify emerging threat patterns • Partner with product managers and security experts to align model capabilities with real-world security operations needs • Drive technical decision-making for ML infrastructure and tooling choices • Contribute to the broader ML community through publications, patents, and open-source contributions while maintaining CrowdStrike's thought leadership in AI-powered security

🎯 Requirements

• 7+ years of applied machine learning experience developing and deploying production ML systems • Strong foundation in ML, including LLMs, deep learning, transformer architectures and state-of-the-art NLP techniques • Hands-on experience with LLMs and frameworks such as TensorFlow, PyTorch, or Hugging Face Transformers • Proficiency in Python and experience with distributed computing environments • Experience with production ML pipelines, including data preprocessing, model training, evaluation, and deployment • Strong problem-solving skills with the ability to translate complex security challenges into ML solutions • Excellent communication skills to collaborate with cross-functional teams and explain technical concepts to diverse audiences • Self-starter mentality with a passion for continuous learning and staying current with AI/ML advances • Track record of mentoring junior data scientists and leading technical initiatives • Proven ability to drive innovation and research in production environments

🏖️ Benefits

• Remote-friendly and flexible work culture • 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