Level

Scout AI

AI Researcher

Scout AI is hiring an AI Researcher in Sunnyvale, United States. It pays $160k-$400k a year and Level rates it ; you can apply on Scout AI.

Level's read on this job

  • Builds AI ●●●● is how Level rates this role: the job is building AI systems.
  • The posting mentions PyTorch, TensorFlow and JAX among its tools and skills.
  • Scout AI has 24 other open roles on Level.

AI in this role

pytorchtensorflowjax

The future of defense will be decided by those who field intelligent machines at scale. At Scout AI, we’re developing Fury, the first robotic foundation model for defense, to give U.S. forces overwhelming, adaptable, and autonomous power across every domain. Fury enables human operators to command fleets of robots through natural language, and empowers those machines to sense, decide, and act together as one. This mission will ask everything of us: urgency, precision, and relentless work.

The Role
We’re hiring an AI Researcher on the Fury Team to help push the frontiers of embodied intelligence for autonomous defense systems. You will lead research in core areas including reinforcement learning, vision-language-action modeling, sim-to-real transfer, dynamic AI memory, and multi-agent coordination. Your work will be foundational to the development, training, and deployment of Fury.

This role sits at the intersection of cutting-edge ML research, real-world robotics, and defense. You'll translate foundational research into scalable, robust models that operate in unstructured, contested environments, from concept to deployment. We’re a startup. You’ll be moving fast, context-switching daily, and helping define the culture and process as we go. This is a rare opportunity to come in early and architect the future of defense. 

Responsibilities

  • Conduct original research in embodied AI, including learning from warfighter demonstration, reinforcement learning, memory, reward, vision-language modeling, and world modeling

  • Build, test, and benchmark large-scale models for perception, decision-making, and control in simulated and physical environments

  • Investigate transfer learning and continual learning paradigms across diverse robotic domains

  • Collaborate with engineering, robotics, and field teams to integrate research into operational systems

  • Lead research strategy and roadmap across key areas of autonomy and machine learning

  • Support field tests and data collection campaigns to evaluate system performance in realistic environments

Qualifications

  • PhD in Computer Science, Robotics, Machine Learning, or a related field (or equivalent industry research experience)

  • Strong publication record in top-tier venues

  • Deep expertise in one or more of the following: reinforcement learning, imitation learning, vision-language models, sim-to-real, world modeling, or agentic AI

  • Hands-on experience building and evaluating models for embodied agents or autonomous systems

  • Proficiency in Python and frameworks such as PyTorch, TensorFlow, or JAX

  • Experience working with large-scale datasets and high-dimensional sensor inputs

  • Demonstrated ability to take ideas from research concept to deployed prototype

  • Must be a U.S. Person due to required access to U.S. export controlled information or facilities

  • Passion about defense of the United States and its allies

  • May be expected to obtain and hold a U.S. Top Secret security clearance

Why Join Scout

  • Work on the world’s most important frontier, ensuring U.S. and allied dominance in the age of intelligent machines

  • Be a core part of a team building the first defense-specific robotic foundation model

  • Collaborate with some of the top engineers in autonomy, AI, and national security

  • See your work deployed on real systems

  • Help define the future of intelligent defense systems

  • Backed by Draper Associates, Booz Allen Ventures, and other top investors

Benefits

  • Competitive Cash Compensation

  • Meaningful equity

  • Premium medical, dental, and vision plans with $0 paycheck contribution

  • Competitive PTO and company holiday calendar

  • Catered lunch daily and fully stocked kitchen

  • EV charging

  • Relocation assistance (depending on role eligibility)

How we rate this

AI Researcher at Scout AI rates 98 out of 100 for how much of the daily work is AI. That makes it Builds AI (AI Level 4 of 4). The level is about AI in the job, not seniority.

Classification

Builds AI. The job is building AI systems.

  1. ●●●● Builds AI80 to 100
  2. ●●●○ Works on AI60 to 79
  3. ●●○○ Uses AI40 to 59
  4. ●○○○ Little AI0 to 39

Levels come from how often the tools, models and workflows of the role are named in the posting itself. Read the description and count the AI tools, models and workflows it names.

Prepare for this job

Built from this posting and from similar jobs on Level.

Skills and AI tools this role asks for

PyTorchTensorFlowJAX

Questions you could be asked

  1. What's a project where you used PyTorch hands-on?
  2. Walk me through how you've used TensorFlow in your day-to-day work.
  3. What are the limits of JAX that you've run into, and how did you work around them?
  4. How would you decide a model or AI system is ready to ship?
  5. Tell me about a time a model underperformed in production. How did you find out, and what did you change?

Adapt your resume

  • List these exact terms on your resume: PyTorch, TensorFlow, and JAX. An applicant tracking system matches the wording, not the idea.
  • Attach one line of real, concrete experience to at least one of them. A tool named with nothing behind it rarely survives a human read.
  • Lead with what you built, trained or shipped. This role is judged on the AI system itself, not the tools around it.

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