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Senior Staff Data Scientist

Palo Alto Networks·Petaẖ Tiqva, Израиль·en
В офисеПолная занятостьData ScienceCybersecurity

Research, design, evaluate, and deploy advanced AI and machine-learning models, with a focus on LLMs, RAG systems, and agentic AI for cybersecurity applications.

Обязанности

  • Research, design, evaluate, and deploy advanced AI and machine-learning models, including LLM, RAG, and agentic AI applications.
  • Analyze large-scale datasets to identify patterns and generate actionable insights.
  • Work with product managers, engineers, and analysts to support feature development and validate machine-learning ideas.
  • Follow developments in AI and machine learning and apply relevant practices to real-world problems.

Требования

  • At least 5 years of hands-on data science experience, including designing, building, and deploying solutions using LLMs, RAG, or agentic AI frameworks.
  • Master’s degree in computer science, statistics, mathematics, engineering, data science, or a related field, with a data science thesis and GPA above 85.
  • Strong understanding of machine-learning fundamentals, data structures, algorithms, and probability.
  • Demonstrated independent research ability and a self-directed approach to learning and problem-solving.
  • Strong communication skills, including the ability to explain technical concepts to varied audiences.

Будет плюсом

  • Experience with deep-learning frameworks such as PyTorch or TensorFlow, or NLP libraries such as Hugging Face.
  • Experience with cloud platforms such as AWS or GCP, or distributed data tools such as Spark.
  • Knowledge of or interest in cybersecurity.

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