Senior Research Scientist – Sovereign AI Research
Dream · Tel Aviv-Yafo
תיאור המשרה
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)
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Dream
Tel Aviv-Yafo
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