[Remote] Senior Research Engineer - Training Efficiency at Luma AI

Remote

Apply Now

$220,000 – $300,000Compensation

Senior (5 to 8 years)Experience Level

Full TimeJob Type

UnknownVisa

AI & Machine LearningIndustries

Skills

Key technologies and capabilities for this role

PyTorchCUDADistributed SystemsPythonTransformer ModelsAttention ImplementationsGPU ProfilingCPU ProfilingFSDPTensor ParallelSequence ParallelPipeline Parallel

Questions & Answers

Common questions about this position

What is the salary range for this Senior Research Engineer position?

The salary range is $220K - $300K.

Is this position remote?

Yes, this is a remote position.

What are the key required skills for this role?

The role requires significant experience with PyTorch, strong experience with CUDA, experience with distributed systems, training large models using Python & PyTorch, profiling GPU & CPU code, writing highly parallel & distributed PyTorch code, and experience with transformer models.

What is the team structure like at Luma AI?

You will work alongside the rest of the research team to build & train cutting edge foundation models and ensure systems are planned to be as efficient as possible.

What makes a strong candidate for this position?

Top candidates have experience with high-performance Triton/CUDA, writing custom PyTorch kernels, fused kernels for hot paths, high-performance parallel C++ in an ML context, and building inference/demo prototypes.

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.

Land your dream remote job 3x faster with AI

Try Jobo Free