Full-Time

Machine Learning Engineer

Data

Posted on 7/29/2024

Cantina

Cantina

51-200 employees

Social gaming platform with AI interactions

Consumer Software
AI & Machine Learning
Gaming

Compensation Overview

$175k - $250kAnnually

Senior, Expert

San Francisco, CA, USA

Hybrid employment opportunities available.

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 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. Operating on a subscription model, Cantina aims to provide an engaging environment that leverages the growing interest in AI and social gaming.

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