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Full-Time

Machine Learning Engineer

Post-Training

Confirmed live in the last 24 hours

Cantina

Cantina

51-200 employees

Social gaming platform with AI interactions

AI & Machine Learning
Consumer Software
Gaming

Compensation Overview

$175k - $250kAnnually

Senior, Expert

San Francisco, CA, USA

Hybrid employment opportunities available.

Category
Natural Language Processing (NLP)
AI & Machine Learning
Required Skills
Kubernetes
Data Structures & Algorithms
Docker
Data Analysis
Requirements
  • 5+ years of experience of building production-grade LLMs or Speech & Audio machine learning models in industry and/or academic research settings.
  • Experience with data processing, analysis and curation.
  • Strong understanding of modern machine learning techniques (DPO, RLHF, transformers, etc)
  • Track-record of exceptional research or creative applied ML projects
  • Experience with product experimentation and A/B testing
  • Experience training large models in a distributed setting
  • Familiarity with ML deployment and orchestration (Kubernetes, Docker, cloud)
Responsibilities
  • Run evaluation and analysis of pre-trained models against certain performance and alignment issues.
  • Address these issues with additional training and fine-tuning techniques like DPO or RLHF.
  • Create datasets to address these issues.
  • Develop algorithms to improve the performance metrics.
  • Contribute to Cantina’s open-source ML projects.

Cantina.com operates a unique platform that combines social gaming with artificial intelligence. Users can join an invitation-only virtual space called "The Cantina," where they can create, explore, chat, and interact with AI-driven bots alongside their friends. This platform is designed for tech-savvy individuals and social gamers who enjoy customizing their digital experiences and are curious about AI's role in entertainment. Cantina stands out from competitors by offering a personalized experience, allowing users to add bots with distinct personalities to their interactions, engage in conversations, and create AI art. The platform operates on a subscription model, providing users with access to its features for a monthly fee, while also exploring additional revenue streams like premium features and brand partnerships. The goal of Cantina is to provide a dynamic and interactive environment that enhances social engagement through AI.

Company Stage

Pre-seed

Total Funding

$100K

Headquarters

New York City, New York

Founded

2014

Simplify Jobs

Simplify's Take

What believers are saying

  • The subscription-based model ensures a steady stream of recurring revenue, providing financial stability and opportunities for growth.
  • Cantina's innovative approach to AI and social gaming positions it well to capitalize on the growing interest in these technologies.
  • The platform's exclusivity and unique features can attract partnerships with brands looking to engage with a tech-forward audience.

What critics are saying

  • The invitation-only model may limit user growth and scalability, potentially hindering widespread adoption.
  • The niche focus on tech-savvy individuals and social gamers may restrict the platform's appeal to a broader audience.

What makes Cantina unique

  • Cantina uniquely combines social gaming with AI-driven bots, offering a personalized and dynamic user experience that stands out in the market.
  • The invitation-only model creates an exclusive atmosphere, attracting tech-savvy individuals and social gamers who value unique digital interactions.
  • Cantina's focus on user-generated content and AI art adds a creative dimension that differentiates it from other social gaming platforms.