About Morphic
Morphic is building tools to empower storytelling. Starting with Morphic Studio for Pro users.
Morphic Studio is an AI-powered video platform designed to create end-to-end controlled videos. Instead of prompt-to-video, they aim to provide refined control over each step, such as in-betweening in the case of animation.
Targeted users: Creators, Filmmakers, and Animators. In future: Game developers, non-creators but video enthusiasts.
Morphic provides multiple tools for different use cases. To start with, Morphic launches platform for pro/advanced creators to create very controlled animated videos.
We collaborate with both internal and external animation studios, production houses, creators, and YouTubers, offering support in content creation. By integrating advanced deep learning models into our production workflow, we enable our users to move efficiently from initial concepts to the final stages of content delivery.
Our ultimate goal is to create a Pixar-like tech-centric facility that enables producing Blockbuster content for a global audience of all ages.
Responsibilities
- Implement and maintain machine learning pipelines according to the product roadmap.
- Develop and maintain an asynchronous messaging protocol for both backend and frontend, identifying any necessary optimizations.
- Set up a monitoring and alerting system to flag issues, optimizations, and errors.
- Thoroughly examine a video pipeline, identifying its interfaces, expected output quality, and required work.
- Evaluate available Gen-AI models such as Stable Diffusion, GANs, LLMs, etc., to see if they can yield similar results.
- Discover and learn about new models to see if they can enhance the products.
- Deploy the model on our hardware, adjusting it with our unique character art if necessary, and integrate it with the rest of the platform.
- Understand and build data curation pipelines according to each model's unique requirements.
- Collaborate with the engineering and design team to pinpoint and solve new product challenges.
- Develop scalable and cost-optimized API connections to relevant cloud-deployed models.
Requirements
- Prior experience with large-scale distributed systems and Machine Learning platforms.
- Experience in curating and bootstrapping datasets for large-scale image generation/classification problems.
- Expertise in Python, PyTorch, and other ML libraries.
- Ability to read and implement the latest research papers in GenAI and collaborate with internal or external researchers for brainstorming.
- Proficiency in computer vision, machine learning, deep learning, and artificial intelligence.
- Bachelor's Degree in Computer Science, Software Engineering, or equivalent work experience.
- Self-motivated with minimal supervision.