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Full-Time

Machine Learning Engineer

Data

Confirmed live in the last 24 hours

Cantina

Cantina

51-200 employees

Social gaming platform with AI interactions

Compensation Overview

$175k - $250kAnnually

Senior, Expert

San Francisco, CA, USA

Category
Applied Machine Learning
Speech Recognition
Natural Language Processing (NLP)
AI & Machine Learning
Required Skills
Kubernetes
Microsoft Azure
Apache Flink
Apache Beam
AWS
Natural Language Processing (NLP)
Data Analysis
Requirements
  • 5+ years of data platform engineering or relevant experience
  • Experience building large-scale data processing pipelines, with tools like PySpark, Beam, or Flink
  • Familiarity with Machine Learning and NLP and willingness to learn more on the job
  • Track record of adapting to new domains and a desire to use data to improve products
  • ML experience as an ML engineer, Data Scientist, or another similar role
  • Experience with cloud platforms like AWS or Azure, or tools such as Kubernetes and Terraform
  • Passionate about Conversational AI or large language models
Responsibilities
  • Identify and collect data at scale for different types of speech models.
  • Work with large amounts of audio data and different types of speech models from automatic speech recognition, speaker diarization, audio classifiers, etc.
  • Design and implement robust infrastructure for efficient petabyte-scale data collection, processing and streaming across multiple clouds
  • Develop ETL tools for managing vast amounts of data
  • Develop innovative solutions for data-related issues in AI model training and implement rigorous data validation processes
  • Ensure data integrity and relevance throughout the pipeline
  • Keep up to date with all the latest SOTA audio models for speech processing like pyannote, asr models like parakeet, whisper, etc.
  • Contribute to Cantina’s open-source ML projects and associated communities

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.