5 years of experience building and architecting, production quality ML systems, especially in applied machine learning.
5 years of experience with AI/ML algorithms and tools, Large Language Model (LLMs), or other multimodal foundation models and natural language processing.
5 years of development experience with JAX, PyTorch, or TensorFlow.
Experience programming in C++, Python, or Java and leading and managing projects from initiation to completion.
Preferred qualifications:
3 years of experience building model optimization pipelines using quantization and distillation techniques.
3 years of experience integrating ML, neural networks (including sequence/transformer modeling experience in other domains like perception or speech) or genAI into commercial products.
Ability to be involved in the ML community through publications, open-source contributions, or conference participation.