Full-Time

Senior Machine Learning Engineer

Text

Posted on 7/29/2024

Cantina

Cantina

51-200 employees

Social gaming platform with AI interactions

Compensation Overview

$175k - $250k/yr

Mid, Senior

San Francisco, CA, USA

Hybrid employment opportunities available.

Category
Conversational AI & Chatbots
Natural Language Processing (NLP)
AI & Machine Learning
Required Skills
Microsoft Azure
NLTK
Python
Jupyter
Tensorflow
Pytorch
AWS
Pandas
Natural Language Processing (NLP)
Google Cloud Platform
Connection
Connection
Connection
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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 create and interact with AI-driven bots in a virtual space called "The Cantina," which is open 24/7 for socializing and gaming. The platform is designed for tech-savvy individuals and social gamers who enjoy customizing their digital experiences and exploring AI's potential for entertainment. Cantina stands out from competitors by offering a personalized experience where users can add bots with distinct personalities to their interactions, making each engagement unique. The company operates on a subscription model, providing users access to its features for a monthly fee, while also considering additional revenue streams like premium features and partnerships. Cantina's goal is to create an interactive and engaging environment that fosters social connections through AI and gaming.

Company Size

51-200

Company Stage

Series B

Total Funding

$33.3M

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