Senior Research Engineer - Performance Optimization at Luma AI

Palo Alto, California, United States

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$180,000 – $250,000Compensation

Senior (5 to 8 years), Junior (1 to 2 years)Experience Level

Full TimeJob Type

UnknownVisa

AI & Machine Learning, Data & Analytics, Enterprise SoftwareIndustries

Skills

Key technologies and capabilities for this role

CUDAPyTorchDistributed SystemsPythonC++DDPFSDPTensor ParallelDeep LearningTransformersDiffusion ModelsGANs

Questions & Answers

Common questions about this position

What is the salary range for this position?

The pay range for this position in California is $180,000 - $250,000 per year.

Is this a remote or hybrid role?

This is a hybrid position.

What key skills are required for this Senior Research Engineer role?

Required skills include significant experience in PyTorch, CUDA, and distributed systems; proficiency in writing custom PyTorch kernels and high-performance C++; and experience with the full ML pipeline including data processing, training, and inference optimization.

What benefits are offered with this position?

The role includes competitive equity packages in the form of stock options and a comprehensive benefits plan.

What makes a strong candidate for this performance optimization role?

Strong candidates have hands-on experience training large models with PyTorch, optimizing distributed systems using DDP/FSDP/Tensor Parallel, and writing high-performance CUDA/C++ code, with bonus for deep learning knowledge in Transformers and multimodal models.

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.

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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