Researcher, Models (UK)
Core
Conduct groundbreaking research in neural network architecture design to advance the state-of-the-art in alternative architectures like state space models and efficient Transformers.
Role type
Researcher, Models (Neural Network Architecture)
Builds
Novel model architectures for real-time multimodal intelligence
Domain
AI/ML, Neural Network Architecture, State Space Models
Deliverable
production ML models
Required skills
Neural network architecture design, State space models, Transformers, RNN variants, CNN variants, Generative modeling (autoregressive, diffusion), Deep learning frameworks (PyTorch, TensorFlow), Model profiling, Analytical problem-solving
Preferred skills
State space models research, Multi-modal system design, Early-stage startup experience
Technologies
PyTorch, TensorFlow
Responsibilities
Design novel architectures improving model quality and inference efficiency, Explore capabilities like statefulness and long-range memory, Investigate architectural trade-offs (scalability, robustness, latency), Develop frameworks to benchmark architectural innovations, Collaborate to translate research into scalable systems
Seniority
Individual Contributor, Research-focused