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AI Research Engineer

2 months ago

San Francisco, California, United States Future House USA Full time
FutureHouse AI Research Engineer

We are seeking a highly skilled AI Research Engineer to join our team at FutureHouse, a non-profit AI-for-science lab. As a key member of our research team, you will design and develop data pipelines and models for Large Language Model (LLM) training, experimentation, and deployment.

Responsibilities:

  • Design and implement large-scale data pipelines to optimize precision, recall, dependability, and processing speed.
  • Lead training and orchestration of multi-agent LLM systems, including model fine-tuning and creation of custom embeddings.
  • Develop and extend our experimentation platform for internal tools and projects.
  • Collaborate closely with a multidisciplinary team of AI researchers, chemists, and biologists, fostering an environment of innovation and discovery.

Requirements:

  • Experience working with data and ML systems: EDA, feature engineering, model development, model deployment, and validation in production systems.
  • Familiarity with modeling in PyTorch, Jax, or equivalent framework.
  • Demonstrated experience with experimentation in academic or industry settings.
  • Strong programming expertise with the capability to adapt to various technical challenges in the data, ML, and LLM software stack.

Nice to have:

  • PhD in Machine Learning, Computer Science, or other quantitative field.
  • Experience training embeddings with custom evaluation set and corpus.
  • Experience utilizing custom agents, and employing techniques such as RAG.
  • Familiarity with leveraging and managing distributed systems.

What we offer:

  • A collaborative research culture with a flat structure, team science, and individual contributions.
  • The ability to work on problems that are way more interesting than what you'll find anywhere else.
  • Competitive compensation, great medical benefits, flexible time off, and the ability to join an ambitious start-up on the ground floor.