Drimva

periodic-labs

Research Scientist/Research Engineer, Midtraining

$250K–$350K

Menlo Park, CA · On-site · Full-time · Posted Sep 30, 2026

Experience
No minimum number of years stated.
Education
Bachelor's degree or similar experience
Visa sponsorship
Visa sponsorship: Yes, we sponsor visas and will do everything we can to assist in this process.

About the job

Improve base models’ scientific reasoning through data curation and generation, evaluation development, and large-scale midtraining experiments.

What you'll do

  • Identify, process, and curate scientific training data; generate synthetic data to fill knowledge and reasoning gaps.
  • Build evaluations tied to downstream scientific task performance and develop methods such as self-distillation and on-policy distillation.
  • Design and run large-scale training experiments, scale across thousands of GPUs, and build tools to study how data choices affect model intelligence.

What they ask for

  • Experience training LLMs on curated mixes of trillions of tokens.
  • Experience on a dedicated evaluations team supporting a large production training run.
  • Hands-on use of self-distillation, on-policy distillation, or similar methods in a real training pipeline.
  • Experience with scaling laws and compute-optimal hyperparameters; comfort across data, evaluations, and training infrastructure.

Nice to have

  • Experience optimizing throughput and reliability for large-scale distributed training runs.
  • Background in AI for science or specialized scientific data; experience creating evaluations or synthetic data for non-verifiable tasks and tracking live-run performance.

Pay

$250,000–$350,000 USD base salary; equity amount not stated

Tools

LLMs

AI focus

Train frontier models for scientific knowledge and reasoning, including data curation and synthesis, evaluations, distillation, and large-scale training.

Model-written summary · the original posting is authoritative

First seen Oct 13, 2026 · Last verified Nov 5, 2026 (UTC)