Applied Research Lead, Model Scaling
RunwaySalary not specified
Full Time
Junior (1 to 2 years)
Not SpecifiedCompensation
Senior (5 to 8 years)Experience Level
Full TimeJob Type
UnknownVisa
Video Games, Generative AIIndustries
Requirements
- Love anime and the anime aesthetic
- Expertise in anime combined with deep learning for state-of-the-art anime models
- Understand diffusion models or ability to get up to speed quickly
- Experience as an AI researcher comfortable experimenting and designing massive models
- Proficient in PyTorch (and possibly JAX)
- Enjoy tight loop between research and production
- Comfortable working on small, fast-paced teams
- Preference for on-site collaboration in Tokyo (Akihabara) or San Francisco (visa sponsorship available)
Responsibilities
- Design and develop large-scale diffusion models with primary focus on images
- Work on secondary modalities like 3D, text, video, and audio
- Push boundaries of AI and anime in collaboration with human artists for videogames
- Develop game-ready models and deploy regular quality updates to niji・journey
- Work closely with internal studio and research team using large PyTorch and JAX codebases
Skills
Key technologies and capabilities for this role
Questions & Answers
Common questions about this position
Is this a remote position or does it require on-site work?
The role prefers on-site collaboration in either the primary research office in Tokyo (downtown Akihabara) or San Francisco, with visa sponsorships available. Remote work is not emphasized, as they believe in the unmatched speed of in-person teams.
What technical skills are required for the AI Anime Researcher role?
Candidates need experience with diffusion models, proficiency in PyTorch (and possibly JAX), and the ability to design and develop large-scale models. A love for anime and quick learning on diffusion is also key.
What is the team structure like at Spellbrush?
The AI team is small and fast-paced, currently consisting of four members. You'll work closely with some of the best AI researchers in the world on state-of-the-art anime models.
What is the company culture like at Spellbrush?
Spellbrush emphasizes a tight loop between research and production, quick deployment of models, passion for anime and visual arts in games, and the speed of in-person collaboration on small teams.
What makes a strong candidate for this AI Researcher position?
Ideal candidates love anime, have expertise in diffusion models and PyTorch/JAX, enjoy experimenting with massive models, and thrive in small, fast-paced teams with quick research-to-production cycles.
Spellbrush
Develops anime-themed turn-based strategy games
About Spellbrush
Spellbrush creates anime-themed video games that focus on balanced gameplay and high-quality visual art. The company uses generative AI technology to assist human artists in producing intricate visuals, enhancing the overall gaming experience. Their games are primarily turn-based tactics games, which require players to think strategically as they take turns making moves. Spellbrush targets both casual and hardcore gamers who enjoy well-crafted games with appealing aesthetics. What sets Spellbrush apart from its competitors is its unique combination of AI technology and a passion for anime and tactical gameplay, allowing it to create distinctive games that excel in both mechanics and visuals. The company's goal is to develop and sell engaging games that resonate with a dedicated community of anime and strategy game enthusiasts, while also exploring additional revenue opportunities through in-game purchases and collaborations.
San Francisco, CaliforniaHeadquarters
2018Year Founded
$116.7KTotal Funding
SEEDCompany Stage
AI & Machine Learning, GamingIndustries
11-50Employees
Benefits
Relocation Assistance
Risks
High competition from established AI art generators like Midjourney.
Dependence on niche market limits broader audience reach.
Challenges in maintaining balanced gameplay while integrating advanced AI technology.
Differentiation
Combines AI technology with anime and tactical gameplay for unique gaming experiences.
Specializes in generative AI to enhance visual art in video games.
Targets a niche market of anime and turn-based tactics game enthusiasts.
Upsides
Growing interest in AI-generated art tools among artists and gamers.
Potential to leverage Discord for community-building and user engagement.
Opportunity to expand platform to mobile devices, reaching a broader audience.
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