Continua

    Machine Learning Engineer

    Continua
    Posted 11/13/2025Mid Level
    Full-time
    Technology
    Machine Learning
    Natural Language Processing
    Python
    LLMs
    RAG Systems

    Job Description

    Continua has launched an AI agent that users can invite into group conversations to make planning, coordination, and information retrieval effortless. Funded by Google and Bessemer Venture Partners, Continua is developing the future of socially-intelligent AI. We've seen rapid growth over the last quarter, and are looking for someone who can help us improve the quality of our agent experience and scale to the next level. This a hybrid position in Seattle, WA or New York, NY. We are onsite 3+ days per week.

    What you'll do:

    You'll work on building and improving the best LLM group chat experience there is. This includes:

    • Fine-tuning models to boost conversational quality and improve scalability.
    • Owning new ideas for engaging features and working across the stack to take them from concept to production.
    • Identifying novel ways to build a "memory" which leads to a personalized and unique experience for our users.
    • Leading technical decision making to find solutions which are both innovative and practical.
    • Optimize infrastructure for performance, scalability, and reliability.
    • Ensure rigorous testing, validation, and continuous improvement of deployed models.

    Who you are:

    You're an experienced machine learning engineer with broad knowledge and skills in natural language processing (NLP). You're detail-oriented when it matters to make sure things get done right, but also know how to strike the balance between speed and perfection in a fast-moving startup environment. You:

    • Know the pitfalls and tricks for building with LLMs, especially RAG systems.
    • Have experience with the level of obsession over detail needed to produce high quality ML systems.
    • Are experienced and comfortable building backend systems and working across a code base, not just in Jupyter notebooks.
    • Are experienced in Python.
    • Know how to work independently to handle ambiguity.
    • Excited about the opportunity to tackle impossible problems.
    • We're willing to compromise on years of experience for the right candidate who brings energy, intelligence, and a passion for our mission.

    A little about us:

    Our team is a fantastic bunch of accomplished engineers and researchers from Google, PayPal, and AI startups. We're pretty clued in on the technology side and have a strong vision of how the transformative technology of the last few years along with our own secret sauce (not just a ChatGPT wrapper) can help a huge number of people.

    Compensation & Benefits:

    • We compensate with a competitive salary and equity, health benefits, 401k, and the opportunity to help shape the future of AI agents during this transformative moment in computing history!

    To apply:

    • To apply, please complete the application and answer the short questions that follow.
    • The more you answer, the better. If something doesn’t apply to you, feel free to say “N/A.”
    • We welcome referrals! If you know someone exceptional for this role, please email us at jobs@continua.ai.

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