Data Scientist
Cato Networks
שכר לא צויןTel Aviv District, Israel, היברידימידמשרה מלאה
משרה חיצונית, ההגשה באתר החברהאושר שהמשרה פתוחה לפני 11 שעות
Join Cato Networks’ Research Data Science team to develop and deploy AI/ML capabilities for its cloud-native network security products. You will use data from its global backbone and cloud data warehouse to address networking and cybersecurity challenges.
מה תעשו
- Design, develop, and deploy AI/ML models for security and networking products.
- Analyze large-scale network traffic and security data to identify patterns, threats, and opportunities for product improvement.
- Research, fine-tune, and train models for real-time inline inference with limited compute resources.
- Work with product, engineering, and support teams to translate product and business needs into AI solutions.
- Define and track success metrics for AI solutions.
דרישות
- At least 3 years of professional experience in Data Science roles.
- Hands-on experience in networking and/or cybersecurity.
- Experience building and deploying LLM-based applications and agents, such as RAG pipelines, tool-use agents, or prompt engineering at scale.
- Strong foundation in supervised and unsupervised machine learning and clustering.
- Practical experience with TensorFlow or PyTorch, including NLP techniques, and deploying models on cloud platforms such as AWS, Azure, or Google Cloud.
יתרון
- Experience with real-time or low-latency AI inference in production.
- MSc or PhD in Computer Science, Statistics, Mathematics, or a related quantitative field.
תנאי סף
- At least 3 years of professional experience in Data Science roles
- Hands-on experience in networking and/or cybersecurity
- Experience building and deploying LLM-based applications and agents
Data ScienceMachine LearningLLMRAGPyTorchTensorFlowNLPCybersecurity