Jobless Developer
Tilde Research logo

Posted 11 months ago

Open

ML Researcher (Internship and Full-time)

San FranciscoOn-siteFull-time

AI Summary

ML Researcher role focusing on designing, prototyping, and evaluating novel model architectures and interpretability for large AI models. Collaborates with researchers and engineers to advance understanding and performance.

About this role

Tilde Research is a moonshot AI lab advancing mechanistic interpretability, new architectures, and pretraining science. We build foundational understanding of models to advance the frontier of intelligence.


About the role:

As a ML Researcher, you will develop innovative techniques to deeply understand how large AI models work—and use those insights to make them better. You'll work on training, analyzing, and evaluating cutting-edge models, collaborating closely with a team of researchers and engineers to advance interpretability as a tool for improving performance and control.

What you might work on:

  • Designing, prototyping, and optimizing novel model architectures

  • Investigating why models or specific components behave the way they do—and how to improve them

  • Curating targeted datasets to elicit and instill specific behaviors or capabilities in models

  • Collaborating on papers, blog posts, and open-source tools to share insights with the broader community

You're a good fit if you:

  • Have experience in deep learning or related research areas

  • Have deep technical expertise in some subfield(s) of modern ML, e.g. architecture, optimizers, RL, learning dynamics, etc.. This can include through:

    • Strong publication record

    • Thoughtful technical blog posts

  • Have experience working with large-scale pre/post-training infrastructure for experimentation

  • Communicate clearly and effectively, both verbally and in writing

  • Can come up with and evaluate research ideas

  • Are able to learn quickly

Skills

Data CurationDeep LearningEvaluation MetricsExperimentation At ScaleInterpretabilityLarge-scale InfrastructureMachine Learning ResearchMeasurable EvaluationModel ArchitecturesNeural NetworksOptimizationPapers/blogs/open-source ToolsPost-training InfrastructurePretrainingPublicationsResearch IdeationRL (reinforcement Learning)Training PipelinesWriting And Communication

Explore related jobs

Browse these categories