Security Researcher – AI

Description

Dream is a pioneering AI cybersecurity company delivering revolutionary defense through artificial intelligence. Our proprietary AI platform creates a unified security system safeguarding assets against existing and emerging generative cyber threats. Dream's advanced AI automates discovery, calculates risks, performs real-time threat detection, and plans an automated response. With a core focus on the "unknowns," our AI transforms data into clear threat narratives and actionable defense strategies.

Dream's AI cybersecurity platform represents a paradigm shift in cyber defense, employing a novel, multi-layered approach across all organizational networks in real-time. At the core of our solution is Dream's proprietary Cyber Language Model, a groundbreaking innovation that provides real-time, contextualized intelligence for comprehensive, actionable insights into any cyber-related query or threat scenario.

We are looking for a skilled and motivated security researcher to join our core Cyber-AI research team and help us harness the power of Dream’s AI models and capabilities to solve challenges in the security domain.This role involves hands-on and multidisciplinary work, involving both cyber expertise and AI, driving novel research around LLM capabilities, limitations and developing workflow automation solutions.

Responsibilities

• Research methods & initiatives to integrate AI into cybersecurity workflows and create prototypes to prove your ideas
• Apply deep Cyber domain understanding of offensive & defensive techniques to guide Dream’s AI efforts and act as security expert for multidisciplinary teams
• Design & create AI agents tuned for specific cybersecurity tasks, including surrounding framework and automation tools, working closely with Data Science team
• Create unique training methods to keep Dream’s Cyber models relevance over time
• Create evaluation methods for models performance, coverage and accuracy
• Stay updated with the latest advancements in AI and cybersecurity, experiment with open-source projects & tools

Requirements

Skills

• 5+ years of experience in cybersecurity landscape
• Deep understanding of networking technologies and protocols, network security principles, firewalls, network access controls and network-based attacks
• Experience in monitoring or analyzing network topologies, captures and flows
• Deep knowledge in security mechanisms, products, detection techniques
• Strong coding skills, with ability to develop end-to-end POC for new security capabilities
• Excellent communication and team collaboration skills
• Fluency in English