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Senior Applied Scientist- Agentic AI & NLP

Dream · Tel Aviv

Location
Tel Aviv
Employment
Full time
Level
Senior
Posted
25 October

About this role

Every nation has data. Few can protect it. Fewer still can act on it.

Dream is the sovereign AI and national cyber-defense company for governments.

We help nations secure their most critical systems, connect fragmented information at a national scale, and turn their most sensitive data into decisions, all fully sovereign.

This is more than a job. It's a Dream job, where you'll work at a global scale alongside some of the best AI researchers, cyber operators, and government experts in the world.

We're building AI that nations own and control, deployed where almost no one else can operate. ingesting and structuring complex data, and driving practical actions that can literally impact the lives of billions of people around the world. This role helps make that real.

The Dream Job

We’re looking for an experienced, hands-on researcher to shape how our sovereign AI systems retrieve information and act in complex environments.

You’ll research and develop agentic capabilities, from orchestrating models and tools to enabling deep research, retrieval, and information enrichment. This means understanding the whole system: how its components interact, where they fail, and how to improve their combined performance under real-world security, compute, and deployment constraints.

The Dream-Maker Responsibilities

  • Shape agentic system design; develop orchestration, planning, and tool-use methods that turn complex requests into reliable workflows.
  • Push the frontier of agentic AI and NLP: deep research, retrieval, and information extraction and enrichment, improved through execution traces, user feedback, and fine-tuning.
  • Build benchmarks, simulators, and evaluation suites that combine annotation workflows and adversarial testing to expose failure modes and measure real progress.
  • Own the problem end to end - definition, data, experimentation, and validation - and partner with engineering through deployment.
  • Raise risks early, challenge ideas with respect, take on the hardest problems, and mentor fellow researchers.

The Dream Skill Set

  • 8+ years of hands-on AI/ML, owning multiple projects from problem definition to real-world use. We value relevant experience from industry and military R&D.
  • Deep generative AI and NLP expertise, with experience developing agentic or complex ML systems at scale.
  • MSc or PhD in a relevant field, or equivalent research accomplishments.
  • Strong Python and PyTorch or JAX skills, with experience building data, training, and evaluation pipelines.
  • Systems judgment: connect model, tool, and workflow behavior to overall performance and make sound technical trade-offs.
  • Independent ownership, comfort with ambiguity, and rigorous, reproducible evaluation within security and compliance constraints. Simulator design is a plus.

Never Stop Dreaming...

If you think this role doesn't fully match your skills but are eager to grow and break glass ceilings, we’d love to hear from you!

As published by Dream. Applications are handled on their site.

Skills this posting mentions

PyTorchPythonResearch

About Dream

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.

All 33 openings at Dream

One click, then it is written

Apply to Dream with a resume written for this role.

Queue Senior Applied Scientist- Agentic AI & NLP and I read the posting, rewrite your resume against it, draft the cover letter, and score the fit. Then you press send, or press one button and I fill in Dream’s form for you.

  1. 01Drop your resume

    A PDF or a LinkedIn URL. About a minute, once.

  2. 02I rank the openings

    Every weekday morning, the live catalog scored against your history. Up to 20 worth your time, not two hundred links.

  3. 03Each one is written up

    Resume rewritten for the posting, a cover letter, a fit score. Press send, or let me fill in the form.

  • 25 sent a week, free
  • No card
  • Nothing sent until you say so

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Put this to work

Paste your career in once. Every application after that is written for you.

Drop a resume or a LinkedIn URL. I rank the live openings against it, rewrite the resume and write a cover letter for the best of them, and fill in the employer's form when you press the button. You read, you decide what goes out.

  1. 01Drop your resume

    A PDF or a LinkedIn URL. About a minute, once.

  2. 02I rank the openings

    Every weekday morning, the live catalog scored against your history. Up to 20 worth your time, not two hundred links.

  3. 03Each one is written up

    Resume rewritten for the posting, a cover letter, a fit score. Press send, or let me fill in the form.

  • New matches ranked and written before you are up.
  • Every bullet stays inside what your history supports. Nothing invented.
  • Queued, submitted, interviewing, offer: one screen, not a spreadsheet.

Free, no card. Up to 25 applications sent a week, and nothing is sent until you say so.

Listed from the job board Dream publishes. Refolk is not the employer and does not handle their hiring. Applications go to Dream directly.

Hiring at Dream? Post this role to the Refolk talent pool for $299, once. No commission, refunded if I find nobody. Post a role for $299