Security Engineer

• Lead the development and implementation of novel machine learning systems and algorithms to analyze web traffic and generate intelligent WAF rule recommendations.
• Develop and deploy models that identify and mitigate advanced web-based attacks (e.g., OWASP Top 10 threats, bot attacks, DDoS) based on behavioral patterns.
• Work with large-scale, real-time data from WAF logs, using platforms like Databricks for data engineering, processing, and analysis for model training and feature engineering.
• Architect and build cloud-native, scalable microservice infrastructures to support machine learning pipelines, ensuring high-performance and low-latency operation.
• Partner with security engineers, product managers, and development teams to understand security challenges, translate them into machine learning problems, and integrate solutions into our core products.
• Stay current with the latest research in machine learning and cybersecurity, driving the development of new, patent-worthy applications for threat detection.
• Take ownership of projects from initial prioritization and requirements gathering to implementation, testing, deployment, and ongoing maintenance.

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