Full-Time

Lead Machine Learning Infrastructure Engineer

Confirmed live in the last 24 hours

Cantina

Cantina

51-200 employees

Social gaming platform with AI interactions

Consumer Software
AI & Machine Learning
Gaming

Compensation Overview

$200k - $250kAnnually

Senior

San Francisco, CA, USA

Category
Applied Machine Learning
AI & Machine Learning
DevOps & Infrastructure
Required Skills
Kubernetes
Python
Tensorflow
Pytorch
Docker
AWS
Requirements
  • 5+ years of experience working with machine learning infrastructure in a production environment, preferentially for a consumer facing product.
  • 2+ years of management experience preferred.
  • Proven experience leading teams in building scalable ML systems and pipelines.
  • Expertise with cloud platforms (e.g. AWS) and container orchestration tools (e.g., Docker, Kubernetes).
  • Strong programming skills, with proficiency in Python and experience with ML frameworks such as TensorFlow or PyTorch.
  • Experience with monitoring and managing deployed models, using tools like A/B testing, telemetry, or model performance tracking.
  • Excellent communication skills to work with both technical and non-technical stakeholders.
  • Passion for AI and enthusiasm for its applications in creative and social contexts.
Responsibilities
  • Lead the design, development, and maintenance of scalable machine learning infrastructure for Cantina’s AI-driven applications.
  • Implement and optimize the deployment of ML models, ensuring low-latency, high-availability performance.
  • Collaborate cross-functionally with product, engineering, and research teams to integrate AI models into our platform.
  • Develop robust monitoring and feedback loops to ensure continuous model improvement based on real-world data and user interactions.
  • Spearhead initiatives to optimize infrastructure for cost, efficiency and scalability.
  • Ensure the machine learning infrastructure meets best practices in security and reliability.

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 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