Full-Time

Research Scientist

Text

Posted on 1/28/2025

Cantina

Cantina

51-200 employees

Social gaming platform with AI interactions

Consumer Software
AI & Machine Learning
Gaming

Compensation Overview

$200k - $350kAnnually

Senior, Expert

Remote in USA

Candidates are preferred to be near office hubs in Sunnyvale, CA, San Francisco, CA, and Brooklyn, NY. Fully remote and hybrid employment opportunities are available.

Category
Natural Language Processing (NLP)
AI & Machine Learning
Required Skills
LLM
Python
Tensorflow
Pytorch
Natural Language Processing (NLP)
Reinforcement Learning

You match the following Cantina's candidate preferences

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

Degree
Experience
Requirements
  • Ph.D. or equivalent experience in Computer Science, Electrical Engineering, or related fields with a focus on natural language processing and generative modeling.
  • Demonstrated expertise in fine-tuning LLMs with training methodologies, such as RLHF (Reinforcement Learning from Human Feedback), DPO, or contrastive learning.
  • Evaluation techniques for conversational agents, including challenges related to multi-agent interactions and long-form dialogue.
  • Optimizing models for deployment using quantization, distillation, or sparse modeling, with experience using tools like vLLMs, DeepSpeed, or Hugging Face Transformers.
  • Strong programming skills in Python and experience with deep learning frameworks (TensorFlow, PyTorch), along with knowledge of distributed training and inference optimization.
  • Ability to work independently and collaboratively in a fast-paced, dynamic environment, with a strong sense of ownership and drive to deliver impactful results.
Responsibilities
  • Lead research initiatives to develop large language models (LLMs) optimized for complex conversational scenarios, including multi-turn dialogue, dynamic memory management, and open-ended interactions.
  • Focus on model efficiency and latency optimization to enable real-time interactions within the product at scale.
  • Collaborate with product, design and engineering teams to guide research prototypes to production.
  • Survey and investigate state of the art published research, implement baselines based on that research and extend it given product requirements.
  • Contribute to the research community through publications and open-source contributions.

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

INACTIVE