Luma AI

Senior Distributed Systems Engineer

Palo Alto, California, United States

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$180,000 – $250,000Compensation

Senior (5 to 8 years)Experience Level

Full TimeJob Type

UnknownVisa

AI & Machine Learning, Enterprise SoftwareIndustries

Requirements

Candidates should have at least 5 years of work experience in distributed systems and machine learning. Experience with multi-modal ML pipelines and high-performance computing is required, along with strong skills in Python and software development, particularly with Pytorch. Familiarity with high-performance C++ or CUDA is a plus, as is a passion for understanding system implementations to enhance performance and maintainability.

Responsibilities

The Senior Distributed Systems Engineer will collaborate with researchers to scale systems for next-generation models trained on multi-thousand GPU clusters. They will profile and optimize the model training codebase for hardware efficiency, design and implement robust training methods in the presence of hardware failures, and build tooling to analyze issues in large training jobs.

Skills

Python

Pytorch

Multi-modal ML pipelines

High performance computing

Low-level systems

C++

CUDA

Luma AI

Develops multimodal AI technologies for creativity

About Luma AI

Luma AI develops multimodal artificial intelligence technologies that enhance human creativity and capabilities. Their main product, the Dream Machine, allows users to interact with various types of data, enabling creative professionals, businesses, and developers to explore innovative applications of AI. Unlike many competitors, Luma AI focuses on integrating multiple modes of interaction, which broadens the possibilities for users. The company operates on a subscription model, providing access to its AI tools and services, and aims to lead the way in AI-driven creativity and productivity.

Key Metrics

San Francisco, CaliforniaHeadquarters

2021Year Founded

$84.9MTotal Funding

LATE_VCCompany Stage

Consumer Software, AI & Machine LearningIndustries

51-200Employees

Benefits

Company Equity

Stock Options

Risks

Competition from Google's Veo 2 and OpenAI's Sora Turbo challenges Luma AI's market position.

AWS's cost-reducing features may make Luma AI's services less competitive.

AI-generated content controversies could harm Luma AI's reputation if outputs are misleading.

Differentiation

Luma AI transforms text into 3D models, enhancing user interaction with digital content.

The Dream Machine integrates multimodal AI, offering a unique creative platform for users.

Luma AI's Photon models provide high-quality, personalized image generation capabilities.

Upsides

Luma AI's $90 million funding boosts its capacity for innovation and market expansion.

Dream Machine 1.5's advanced text-to-video features attract creative professionals and businesses.

Expanding Dream Machine into a mobile app increases accessibility and user engagement.

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