Member of Technical Staff - ML Research
Core
Design and implement novel machine learning model architectures and training algorithms for massive, petabyte-scale, multimodal datasets.
Role type
Senior IC ML Research Engineer
Builds
Production ML models and training infrastructure
Domain
Machine Learning, Data Engineering, Multimodal AI
Deliverable
production ML models
Required skills
Machine learning fundamentals, novel model architecture design, training algorithm implementation, petabyte-scale data pipeline construction, distributed training, experiment analysis and ablation studies
Preferred skills
Meteorology, computational fluid dynamics, numerical simulations
Technologies
Distributed training frameworks, petabyte-scale data processing systems
Responsibilities
Work across the full ML stack (data, model, eval, and infrastructure), implement novel model architectures and training algorithms, build data pipelines and training infrastructure for massive datasets, rapidly iterate on experiments and ablations, stay up-to-date on research to bring new ideas to work
