about 1 month ago
Stockholm, Sweden
Senior
H1B Sponsor
Responsibilities
- Shape the machine learning direction for UI Studio as it evolves into a generative UI platform.
- Build systems that translate natural language into fully functional UI experiences.
- Design and implement agent-based architectures for UI generation.
- Lead work on computational understanding of UI by transforming design files and prompts into structured representations.
- Develop pipelines that convert unstructured inputs into structured UI blueprints.
- Apply ML techniques to generate and manipulate visual interface structures at scale.
- Partner closely with design and product teams to bridge the gap between human intent and generated UI output.
- Integrate an evaluation framework to guide system improvements.
- Contribute to evolving the ML and agent tech stack across TypeScript and Python environments.
- Help scale the platform from early adoption into a foundational capability used across Spotify.
Requirements
- Strong experience in machine learning, focusing on applied AI systems in production environments.
- Deep experience in Computational Design, especially in deriving structured representations from unstructured inputs.
- Experience transforming text, design artifacts, or multimodal inputs into structured outputs.
- Familiarity with agent-based systems and LLM orchestration frameworks.
- Understanding of designing applied agent chat systems with natural language as the primary interface.
- Comfortable with natural language parsing and intent extraction.
- Experience with design systems, UI data, or adjacent domains like Figma APIs.
- Proficient in modern ML stacks, with the ability to work across TypeScript and/or Python.
- Passionate about building intuitive, high-quality user experiences powered by ML.
- Enjoy working in small, high-impact teams where ambiguity is part of the problem space.
Benefits
- Flexibility to work from home with some in-person meetings.
- Commitment to inclusivity and accessibility in the recruitment process.
Tech Stack
PythonTypeScript
Categories
AI & MLBackendFrontend