Machine Learning Engineer at Cantina

Seattle, Washington, United States

Apply Now

Not SpecifiedCompensation

Mid-level (3 to 4 years), Senior (5 to 8 years)Experience Level

Full TimeJob Type

UnknownVisa

AI, TechnologyIndustries

Requirements

Experienced machine learning engineer with broad knowledge and skills in natural language processing (NLP)
Know the pitfalls and tricks for building with LLMs, especially RAG systems
Experience with the level of obsession over detail needed to produce high quality ML systems
Experienced and comfortable building backend systems and working across a code base, not just in Jupyter notebooks
Experienced in Python
Know how to work independently to handle ambiguity
Detail-oriented but able to balance speed and perfection in a fast-moving startup environment
Energy, intelligence, and passion for the mission (willing to compromise on years of experience)

Responsibilities

Fine-tuning models to boost conversational quality and improve scalability
Owning new ideas for engaging features and working across the stack to take them from concept to production
Identifying novel ways to build a "memory" which leads to a personalized and unique experience for users
Leading technical decision making to find solutions which are both innovative and practical
Optimize infrastructure for performance, scalability, and reliability
Ensure rigorous testing, validation, and continuous improvement of deployed models
Building and improving the best LLM group chat experience

Skills

Machine Learning

LLM

Fine-tuning

NLP

RAG

Python

Backend Systems

Infrastructure Optimization

Model Testing

Cantina

Social gaming platform with AI interactions

About Cantina

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.

New York City, New YorkHeadquarters

2014Year Founded

$32.4MTotal Funding

SERIES_BCompany Stage

Consumer Software, AI & Machine Learning, GamingIndustries

51-200Employees

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

Risks

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.

Differentiation

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.

Upsides

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.

Land your dream remote job 3x faster with AI

Try Jobo Free