Full-Time

Principal Software Engineer

Architect

Posted on 9/5/2024

Stability AI

Stability AI

51-200 employees

Generative AI models for diverse applications

AI & Machine Learning

Compensation Overview

$190k - $290kAnnually

+ Stock Options

Expert

Remote in USA

Category
Backend Engineering
Full-Stack Engineering
Software Engineering
Required Skills
Python
Git
Data Structures & Algorithms
TypeScript
AWS
REST APIs
Requirements
  • 10+ years of experience in building REST APIs and backend infrastructure on AWS
  • Experienced in designing and building AI/ML infrastructure and working with large GPU clusters preferably in multiple modalities like image, video, audio, and language
  • Distributed system architecture design knowledge and experience with delivering high traffic and highly available SAAS type services
  • Well-versed in data structures, data modeling, and database management systems, billing and metering, as well as object and file storage systems
  • Experienced in mentoring other engineers and collaborating and working with multiple stakeholders
  • Experienced in root cause analysis and driving operational excellence initiatives of AI/ML services
  • Highly proficient in Python and Typescript
Responsibilities
  • Tech lead to drive architecture, design and develop AI/ML SAAS services and set up inference on an HPC cluster for multiple modalities on a common Gen AI platform
  • Build robust application backends on AWS infrastructure that support highly available AI/ML services at high scale that efficiently uses GPU clusters
  • Define comprehensive API specifications and documentation
  • Deliver customer-facing services, including account management, identity, single-sign-on, subscription billing, and self-service support tools, integrating with existing internal systems where necessary
  • Collaborate with stakeholders like frontend team, product managers and technical leadership to implement new features
  • Lead system architecture design & decisions and help drive consensus
  • Manage large compute clusters for ML inference and development
  • Deliver and manage our developer and researcher productivity tools, including CI/CD pipelines for deploying new machine learning models, orchestration, continuous/progressive deployments, test environments, feature flags, and GitHub
  • Own the orchestration, deployments, middleware and any other micro services that are required to meet the needs of our API customers

Stability AI focuses on generative artificial intelligence, providing advanced AI models that are accessible to a wide range of users, from individual developers to large corporations. Their main product, Stable Diffusion XL, is an open-source AI model that allows users to create innovative applications by downloading, modifying, and using the model freely. This open-source approach encourages collaboration and speeds up innovation in the AI field. In addition to Stable Diffusion XL, Stability AI offers various other models for generating music, language processing, and video content, all of which are also open-source. They provide a membership program that offers additional features like self-hosting, giving clients more control over their AI usage. Stability AI operates on a freemium model, allowing free access to their AI models while generating revenue through their membership program, catering to both individual developers and large corporations.

Company Stage

Seed

Total Funding

$224.7M

Headquarters

London, United Kingdom

Founded

2019

Growth & Insights
Headcount

6 month growth

-4%

1 year growth

0%

2 year growth

7%
Simplify Jobs

Simplify's Take

What believers are saying

  • Increased demand for AI-generated 3D models presents expansion opportunities for Stability AI.
  • Collaboration with AWS enhances enterprise AI workflow integration for Stability AI.
  • Growing need for culturally aware AI solutions benefits Stability AI's language model expansion.

What critics are saying

  • Adobe's TransPixar offers advanced video capabilities, overshadowing Stability AI's visual effects.
  • Google's Veo 2 poses a competitive threat to Stability AI's video models.
  • NVIDIA's GeForce RTX 5090 may attract developers away from Stability AI's models.

What makes Stability AI unique

  • Stability AI offers open-source AI models, fostering a collaborative innovation environment.
  • Stable Diffusion XL is ultra-fast, revolutionizing user interaction with technology.
  • Stability AI's freemium model serves both individual developers and large corporations.

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Benefits

Stock Options

INACTIVE