Company

DigiSee more

addressAddressSan Francisco, CA
type Form of workFull-Time
CategoryInformation Technology

Job description

Job Description

Overview:

We are looking for an experienced AI Engineer to join our team, focusing on machine learning tasks including dataset engineering, model fine-tuning, deployment, and scaling. You will work on various cutting-edge projects such as text generation chat models (Mistral, Mixtral), TTS models, moderation tools, and handling other open-source models for text generation and transcription.

Key Responsibilities:

    • Dataset Engineering: Develop and manage datasets for training and testing AI models. Ensure the quality and relevance of data used for different projects.
    • Model Fine-Tuning: Fine-tune various machine learning models, including our text generation chat models (Mistral, Mixtral) and other functional/tool models with structured output.
    • Deployment and Scaling: Oversee the deployment of AI models into production and manage their scaling. Ensure efficient and robust model performance in live environments.
    • Pipeline Management: Design and maintain efficient pipelines for data processing, model training, and inference. Ensure seamless integration of different components of the AI system.
    • Handling Open-Source Models: Work with open-source models for various applications like summarization and speech-to-text (e.g., Whisper). Adapt and integrate these models into our ecosystem.
    • TTS: Digi has our own TTS model, but have some issues with the Pytorch scripts that will need to be fixed and optimized.


    Qualifications:

    • Strong experience in machine learning, data engineering, and model deployment.
    • Proficiency in fine-tuning and scaling AI models.
    • Experience with AI/ML tools and frameworks, specifically PyTorch.
    • Familiarity with cloud services and deployment platforms.
    • Ability to handle open-source models and adapt them to specific use cases quickly.


    What We Offer:

    • A chance to work on cutting edge AI products with a large # of users, on both the TTS and LLM end.
    • Extremely competitive salary, equity, and benefits.
    Company Description
    We are building the future of AI Romance and friends @ Digi. We have quite a few famous animators and 3d modelers on our team, and are focused on making the product as immersive as possible. We blew up at launch, and are now looking to bring some more extremely talented faces in to improve the core product experience.
    Refer code: 7712735. Digi - The previous day - 2024-01-05 14:58

    Digi

    San Francisco, CA
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