Senior Machine Learning & AI Engineer

Aqua Security · Ramat-Gan, Israel · היברידי · נמצאה לפני שעה

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תקציר

We're looking for a Senior Machine Learning & AI Engineer to join our team and help build the next generation of intelligent security capabilities .

דרישות

• 5+ years of hands-on experience developing and deploying AI/ML solutions in production environments.
• Proven experience building and delivering ML solutions in cybersecurity, threat detection, security analytics, behavioral analytics, or risk analysis.
• Strong Python programming skills and experience with ML frameworks such as PyTorch, TensorFlow, scikit-learn, or XGBoost.
• Solid understanding of machine learning fundamentals, statistics, feature engineering, supervised and unsupervised learning, and model evaluation.
• Experience building data pipelines, working with large datasets, SQL, and production inference systems.
• Strong Linux skills and practical Bash scripting experience.
• Understanding of security concepts and system behavior, including processes, networking, identities, containers, and cloud workloads.
• Proven ability to independently take complex technical challenges from concept to production, with strong engineering ownership.
• Excellent problem-solving, communication, and collaboration skills.
• Experience with Go (Golang). (advantage)
• Experience with anomaly detection, behavioral analytics, graph-based ML, event correlation, or sequence modeling. (advantage)
• Experi (advantage)