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Senior Research Scientist – Sovereign AI Research

Dream · Tel Aviv-Yafo

Senior 🇬🇧 English
Computer Vision Speech Reinforcement Learning Graph Learning Optimization Representation Learning Neurosymbolic AI

وصف الوظيفة

About the role

Dream is building sovereign AI systems for governments, enabling nations to protect and act on their most critical data. As a Senior Research Scientist you will lead cutting‑edge research that underpins AI models designed to operate under strict national security constraints.

Key responsibilities

  • Design and develop novel AI model architectures that are modular, composable, and incorporate compute governance from the outset.
  • Conduct open research across multiple domains such as computer vision, natural language processing, reinforcement learning, graph learning, optimization, representation learning, and neurosymbolic AI.
  • Collaborate with interdisciplinary teams of AI researchers, cyber operators, and government experts to translate research into practical, deployable solutions.
  • Publish findings, contribute to internal knowledge bases, and stay abreast of emerging techniques that can be applied to sovereign AI challenges.

Required profile

  • PhD or equivalent experience in a relevant AI field with a strong publication record.
  • Depth of expertise in at least one of the listed research areas and the ability to work across multiple domains.
  • Experience solving real‑world problems under constraints such as security, privacy, and limited compute resources.
  • Excellent analytical and problem‑solving abilities, with a collaborative mindset.

Required skills

  • Computer Vision (object detection, segmentation, vision‑language models, self‑supervised learning)
  • Natural Language Processing / Speech (large language models, information extraction, multilingual transfer)
  • Reinforcement Learning (MDPs, model‑based and model‑free methods, sim‑to‑real transfer)
  • Graph Learning (GNNs, graph clustering, knowledge‑graph embeddings)
  • Optimization (convex/non‑convex, combinatorial, Bayesian optimization)
  • Representation Learning (contrastive, self‑supervised, multimodal alignment, meta‑learning)
  • Neurosymbolic AI (differentiable theorem proving, ILP, causal inference)

Questions fréquentes

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Dream

Tel Aviv-Yafo