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Director of AI Agents research

Dream Security

Dream Security

Software Engineering, Data Science
Tel Aviv-Yafo, Israel
Posted on Nov 5, 2025

Director of AI Agents research

  • Engineering
  • Tel Aviv
  • Full-time

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 seeking an experienced Director of AI Agents to lead an organization of engineers , ML Ops teams and more to redefine the next AI agentic infrastructure for multiple use cases across the product and organizations

Responsibilities

  • Suggests AI strategy aligned with company goals (e.g., automation, personalization, product innovation).
  • Oversees AI research and development Mannaging Engineers , AI engineering, and MLOps teams.
  • Evaluates AI opportunities — identifies where AI can deliver value and ensures ethical, scalable implementation.
  • Collaborates with executives to translate business needs into technical roadmaps.
  • Builds AI governance: compliance, ethics, and model accountability frameworks.
  • Collaborate with Engineering, Product, Security

Skills

  • 8+ years in AI/ML, with at least 3–5 years in a leadership role.
  • Knowledge in AI agents and orchestration frameworks (e.g., CrewAI, AutoGen, LangGraph).
  • Understanding of machine learning algorithms, LLMs, and generative AI.
  • Understanding in Edge AI and multimodal systems (text, vision, voice).
  • Executive communication — translating complex AI concepts into ROI-focused narratives.
  • Expertise in data architecture, ETL pipelines, and data governance.
  • Familiarity with cloud AI platforms (AWS Sagemaker, Google Vertex AI, Azure AI Studio).
  • Understanding of MLOps, CI/CD for models and AI agents, monitoring.

Tech Stack:

AWS SageMaker, Google Vertex AI, Azure Machine Learning, python, LLMs, Prompting, LangChain,, RAG