Machine Learning Engineering Manager

Company: Cantina Labs
Location: San Francisco
Posted on: February 3, 2025

Job Description:

A bit about Cantina:Cantina, founded by Sean Parker, is a new social platform with the most advanced AI character creator. Build, share, and interact with AI bots and your friends directly in the Cantina or across the internet.Cantina bots are lifelike, social creatures, capable of interacting wherever humans go on the internet. Recreate yourself using powerful AI, imagine someone new, or choose from thousands of existing characters. Bots are a new media type that offer a way for creators to share infinitely scalable and personalized content experiences combined with seamless group chat across voice, video, and text.If you're excited about the potential AI has to shape human creativity and social interactions, join us in building the future!A bit about the role:As our Engineering Manager for Text Systems, you'll lead the team responsible for developing and scaling our core text-based AI capabilities, enabling lifelike bot interactions across the platform.You'll lead the machine learning engineers responsible for Cantina's text-based AI infrastructure, overseeing everything from model fine-tuning and inference optimization to bot personality development and natural language understanding. This role combines platform architecture leadership with the specific challenges of building highly scalable, responsive text generation systems.You will:

• Lead and grow a team of Machine Learning Engineers and Researchers focused on text-based AI systems
• Architect and implement scalable infrastructure for model training, fine-tuning, and inference
• Design and optimize response generation systems for natural, contextually-aware bot conversations
• Build robust intent detection and bot classification systems to enable sophisticated interactions
• Develop efficient bot building pipelines that enable rapid personality creation and iteration
• Create frameworks for measuring and improving text generation quality and performance
• Establish infrastructure for continuous model improvement through user interaction data
• Balance real-time performance requirements with model quality and resource utilizationA bit about you:
  • 10+ years of engineering experience, with 4+ years managing teams
  • Deep expertise in NLP, language models, and conversational AI systems
  • Experience building and scaling production ML infrastructure
  • Strong track record of leading teams building high-performance, user-facing AI systems
  • Background in real-time systems and performance optimization
  • Experience with modern ML frameworks and cloud infrastructure
  • Track record of successful cross-functional collaboration
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Keywords: Cantina Labs, Rancho Cordova , Machine Learning Engineering Manager, Engineering , San Francisco, California