Beschreibung
What You'll Do
- Design new memory architectures that work across problems, modalities and products.
- Define new ways to measure and evaluate memory performance.
- Help create and deliver production-ready, scalable and high-quality learning models and associated algorithms.
- Critically assess the effectiveness of such models and make recommendations for the ongoing roadmap.
What We're Looking For
- PhD in Computer Science, Mathematics or related field, or 3+ years of relevant industry experience.
- Experience creating machine learning algorithms for vision and/or language problems and deploying them as production-level systems.
- Expert, hands-on knowledge of foundational models and vision and/or language, including local deployment and model post-training of open weights models.
- Experience with memory, state, or long-horizon behavior in foundation models (e.g., language agents, long-context methods, reinforcement learning under partial observability, world models, or sequence modelling).
- Proficiency in Python and associated ML tools/frameworks (numpy, scipy, sklearn, pytorch).
- Experience with working collaboratively with other developers, following a flexible and agile approach.