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Full-Time

Senior Machine Learning Engineer

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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

Mid, Senior

San Francisco, CA, USA

Category
Conversational AI & Chatbots
Natural Language Processing (NLP)
AI & Machine Learning
Required Skills
Microsoft Azure
Python NLTK
Python
Jupyter
Tensorflow
Pytorch
AWS
Pandas
Natural Language Processing (NLP)
Google Cloud Platform
Requirements
  • 3+ years of experience in industry software development OR a C.S. degree.
  • 2 years of experience of building and deploying production-grade machine learning models in industry and/or academic research settings.
  • Strong programming skills in Python and deep-learning / NLP tools and frameworks (Scikit-learn, Pandas, PyTorch, Tensorflow, NLTK, spaCy, Jupyter).
  • Experience building end-to-end scalable ML infrastructure with on-premise or cloud platforms including Google Cloud Platform (GCP), Amazon Web Services (AWS) or Azure.
  • Strong teamwork skills including communication and collaboration with both technical and non-technical team members.
Responsibilities
  • Propose, design, and prototype strategic new ML features that power the product.
  • Implement novel and fine tune existing ML models to solve real-world problems and leverage data to evaluate and improve their quality.
  • Own the implementation of your models, taking into account considerations like model size, performance, and latency.
  • Collaborate with other teams to help them integrate ML models into other pipelines and experiences.
  • Launch and monitor the deployment of ML models via A/B testing and respond to issues that arise from user feedback and telemetry.
  • Leverage academic research to ensure that our technology continues to reflect and advance the state of the art.

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.