Full-Time

Machine Learning Engineer

Memory

Confirmed live in the last 24 hours

Cantina

Cantina

51-200 employees

Social gaming platform with AI interactions

Consumer Software
AI & Machine Learning
Gaming

Compensation Overview

$175k - $250kAnnually

Senior

San Francisco, CA, USA

The role is hybrid, requiring some in-office presence in San Francisco.

Category
Applied Machine Learning
Natural Language Processing (NLP)
AI & Machine Learning
Required Skills
LLM
Scikit-learn
Rust
Python
Tensorflow
Pytorch
AWS
Go
Natural Language Processing (NLP)
C/C++

You match the following Cantina's candidate preferences

Employers are more likely to interview you if you match these preferences:

Degree
Experience
Requirements
  • 5+ years of experience building production-grade, distributed systems on AWS or a similar cloud platform.
  • Exceptional programming skills in Go (preferred), Rust, Python, C++, etc. with an emphasis on designing for reliability and scale.
  • Proficiency with deep learning and NLP frameworks like Scikit-learn, PyTorch, TensorFlow, etc.
  • Hands-on experience building pipelines that leverage the latest LLMs.
  • Strong teamwork skills, with the ability to communicate and collaborate effectively with both technical and non-technical team members.
Responsibilities
  • Develop a system for compacting, storing, and retrieving bots’ “memories” to enhance real-time LLM inference.
  • Train ML models to incorporate personalization signals using techniques like LoRA, Adapters, MoE, HyperNetworks, prompt tuning, etc.
  • Leverage industry/academic research to ensure that our technology reflects and advances the state of the art.

Cantina.com offers a platform that merges social gaming with artificial intelligence, allowing users to create and interact with AI-driven bots in a virtual space called "The Cantina." Users can customize their experiences by adding bots with unique personalities, engaging in conversations, and creating AI art, making each interaction personalized. The company stands out by focusing on user-driven content and a dynamic experience, appealing to tech-savvy individuals and social gamers. Cantina operates on a subscription model, aiming to provide an engaging environment that leverages the growing interest in AI and social gaming.

Company Size

51-200

Company Stage

Series B

Total Funding

$32.4M

Headquarters

New York City, New York

Founded

2014

Simplify Jobs

Simplify's Take

What believers are saying

  • Growing interest in AI-driven social platforms enhances Cantina's market potential.
  • Subscription-based model ensures steady revenue and opportunities for premium features.
  • Rising demand for virtual spaces boosts Cantina's user engagement and retention.

What critics are saying

  • Increased competition from emerging AI-driven platforms may dilute Cantina's market share.
  • Privacy concerns related to AI interactions could impact user trust and engagement.
  • User fatigue from subscription models may affect Cantina's revenue growth.

What makes Cantina unique

  • Cantina offers a unique blend of social gaming and AI interaction.
  • The platform provides personalized experiences with AI-driven bots and user-generated content.
  • Cantina's invitation-only model creates an exclusive virtual club atmosphere.

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Benefits

Health Insurance

Paid Vacation

Paid Sick Leave

401(k) Retirement Plan

401(k) Company Match

Parental Leave

Fertility Treatment Support

Company Equity

Home Office Stipend

Flexible Work Hours

Hybrid Work Options