Fortinet Data Scientist LLM Engineer 

Israel, Tel Aviv District, Tel Aviv-Yafo 

404674614

As a Senior Data Scientist, you will:

· Research, design, and implement ML-based solutions for cybersecurity applications, such as anomaly detection, behavior modeling, and threat intelligence analysis.

· Lead end-to-end projects, including research, implementation, deployment, and production monitoring.

· Leverage LLMs and other ML techniques, including clustering, classification, and time-series analysis, to develop innovative solutions for cybersecurity challenges.

· Fine-tune and perform prompt tuning to optimize LLMs for tasks like phishing detection, log analysis, and malware categorization.

· Develop scalable pipelines for data preprocessing, training, and deploying ML models in production environments.

· Collaborate with data engineers and software teams to build and maintain infrastructure for data collection, storage, and processing.

· Apply unsupervised and supervised learning techniques to detect emerging threats and patterns in large-scale cybersecurity data.

· Design robust APIs and services to integrate ML and LLM solutions into existing systems.

· Propose and prototype novel ML approaches to improve our products and internal workflows.

· Stay updated on advancements in ML, including LLMs, computer vision, and graph-based models, identifying opportunities to apply them in cybersecurity.

· Provide mentorship and technical guidance to junior data scientists and engineers.

· Work closely with an Incident Response team to improve real-time detection.

· 4+ years of professional experience in ML Engineering (Advantage to GenAI) in an AI company that involves working with researchers.

· Proficiency in Python and ML packages

· Experience with AI/ML (MLOps) and a strong understanding of system architecture - Advantage

· Master's or Ph.D. in Computer Science, Statistics, Artificial Intelligence, Machine Learning, or a related field - Advantage

· Familiarity with vector databases, SQL/NoSQL systems, and API development.

· Strong problem-solving, critical thinking, and communication skills.Why Join Us: