Autonomous AI Scientist for Frontier Research (Remote)

OpenKrill

United States

Remote

USD 150,000 - 300,000

Full time

2 days ago
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Benefits offered by this job

Cash compensation
Flexible work locations
Visa sponsorship
Professional development budget
Team offsites

Job summary

Prime Intellect is seeking researchers to build post-training agents for scientific research, including literature search, code execution, and tool use. You will operate at the frontier of autonomous research, collaborating with researchers and engineers to turn workflows into trainable tasks within a fixed compute budget.

You will design verifiers for correctness and reproducibility, develop RL methods for proposing and critiquing hypotheses, and ensure experiments are well-documented and

Qualifications

  • Depth in RL, agents, or post-training systems.
  • Experience building training/evaluation loops.
  • Strong Python and tooling for reproducibility.
  • Ability to collaborate with researchers and engineers.
  • Comfort with ambiguous problems and stakeholder updates.

Responsibilities

  • Build long-horizon environments for literature search, code execution, and experiments within a fixed compute budget.
  • Turn research workflows, data, and criteria into trainable tasks, evaluations, and rewards.
  • Design verifiers for correctness, novelty, and reproducibility; check for leakage and shortcuts.
  • Link programmatic checks, simulations, domain models, and expert feedback to training; handle noisy or delayed results.
  • Develop RL and multi-agent methods to propose, test, and critique hypotheses; compare with baselines.
  • Maintain reproducibility of code, data, logs, and configurations; rerun experiments and document results.

Skills

RL expertise
Post-training systems
Python
Experiment design
Autonomous research

Tools

Domain tools

Job description

Prime Intellect is seeking researchers to build post-training agents for scientific research, including literature search, code execution, and tool use. You will operate at the frontier of autonomous research, collaborating with researchers and engineers to turn workflows into trainable tasks within a fixed compute budget.

You will design verifiers for correctness and reproducibility, develop RL methods for proposing and critiquing hypotheses, and ensure experiments are well-documented and

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