Luma AI

Senior Backend Engineer

Palo Alto, California, United States

$180,000 – $250,000Compensation
Senior (5 to 8 years)Experience Level
Full TimeJob Type
UnknownVisa
AI & Machine Learning, Enterprise SoftwareIndustries

Requirements

Candidates must have a minimum of 5 years of experience as an industry software engineer and should not be new graduates. Proficiency in Python is required, along with experience deploying applications using Docker and Kubernetes. A good understanding of security and authentication is necessary, and experience designing and shipping high-traffic REST APIs is essential. Experience in deploying machine learning models is a strong plus but not mandatory.

Responsibilities

The Senior Backend Engineer will be responsible for building Luma's REST APIs and backend systems while working on generative AI inference infrastructure at scale. They will build infrastructure with thousands of GPUs in production to serve state-of-the-art machine-learning models to millions of users. The role involves collaborating closely with the research team to rapidly prototype, build, and optimize inference pipelines and compute.

Skills

Python
Docker
Kubernetes
REST APIs
Security
API Design

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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