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    Research Scientist - San Francisco, CA, United States - Factory

    Factory
    Factory San Francisco, CA, United States

    1 month ago

    Default job background
    Full time
    Description

    Factory is seeking a Research Scientist to join our team, focusing on the advancement and integration of cutting-edge AI technologies into our autonomous Droids.


    What you will do and achieve:

    Engage in ground-breaking research to advance the capabilities of our Droids, ranging from foundational improvements to the development of entirely new AI-native features for our platform.

    Lead zero-to-one product development efforts, rapidly moving from prototyping to evaluating and integrating novel features that enhance the functionality and effectiveness of Droids in real-world software engineering tasksInnovate in agentic design patterns, developing and improving techniques for advanced machine reasoning, tool-use, reward-design, environmental feedback, and interpretabilityDesign novel evaluation protocols for agentic AI systems that simulate real world scenariosFine-tune LLMs and domain-specific embedding models for tasks within the software development lifecycleQualifications:1+ years of experience (post
    • PhD) or 3+ years of experience (post BS/MS) in a machine learning research or engineering role, with a strong portfolio of research that demonstrates your expertise and contributions to the field.

    Proven ability to translate complex, open-ended research questions into actionable research plans and execute them with a high level of autonomy and initiative.

    Strong communication skills, capable of articulating both the technical intricacies of your work and its broader strategic implications.

    A track record of maintaining high personal velocity in research activities, consistently delivering results that push the boundaries of what's currently possible.

    Previous experience in software engineering or related domains is advantageous but not essential.
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