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Senior Data Scientist
Не указаноПолная занятостьData ScienceCybersecurityEnterprise Software
Lead research and development of autonomous AI agents and LLM-powered systems for cloud security and threat investigation. Build, evaluate, and improve AI solutions with cross-functional engineering, security research, and product teams.
Обязанности
- Lead applied research into AI agents and LLM-driven security features.
- Develop AI-powered threat investigation and security operations workflows.
- Design, build, and maintain production AI pipelines with engineering teams.
- Define research goals with security research and product stakeholders.
- Run experiments using real-world datasets and simulated environments.
- Evaluate AI models, algorithms, and techniques for accuracy, efficiency, and scalability.
- Apply emerging AI methodologies, frameworks, and tools to improve cloud security solutions.
Требования
- At least 5 years of experience leading data science and machine learning projects.
- Significant hands-on experience building LLM-based applications or AI agents.
- Practical expertise in prompt engineering, fine-tuning, model selection, and trade-offs across LLM providers and model families.
- Proficiency in Python or comparable AI research programming languages.
- Experience with AI frameworks such as Hugging Face, LangChain, OpenAI, scikit-learn, TensorFlow, or PyTorch.
- Master’s or PhD in computer science, statistics, or a related field, or equivalent professional experience.
- Legal authorization to work in Israel without visa sponsorship.
Будет плюсом
- Experience with distributed cloud systems and cloud-native architectures at scale.
- Strong knowledge of deep learning and transformer architectures.
- Knowledge of cybersecurity principles, attack vectors, and defense mechanisms.
- Excellent written, verbal, and presentation skills.