AI Research Engineer San Francisco

1 month ago


San Francisco, California, United States Future House USA Full time
About FutureHouse

We are a cutting-edge technology company that is revolutionizing the field of artificial intelligence. Our mission is to accelerate scientific discovery and drive meaningful change through the application of AI and machine learning.

Job Description

We are seeking an experienced AI Research Engineer to join our team in San Francisco, CA. As a key member of our research team, you will be responsible for designing and developing large-scale data pipelines to optimize precision, dependability, and processing speed.

Responsibilities:
  • Design and implement large-scale data pipelines to optimize precision, 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 a 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

We offer a comprehensive compensation package that includes flexible time off, comprehensive health, dental, and vision insurance for you and your dependents, and a holistic approach to employee well-being.



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