Data Engineer - Multimodal Systems
Core
Designing, collecting, and optimizing large-scale parallel data pipelines and datasets across text, audio, and image modalities for AI research.
Role type
Senior IC data engineer (multimodal systems)
Builds
Large-scale multimodal datasets and highly parallelized data processing pipelines
Domain
Artificial Intelligence / Multimodal Data Engineering
Deliverable
production ML models
Required skills
Parallel Python programming (Dask), PyTorch, large-scale dataset curation, experimental ablation design, rapid prototyping, codebase navigation
Preferred skills
Published machine learning research, understanding of state-of-the-art dataset curation across modalities
Technologies
Dask, PyTorch, Python
Responsibilities
Collecting large-scale datasets across text, audio, and image modalities; Designing and running rigorous experimental ablations; Implementing and optimizing highly parallel data processing pipelines
Seniority
Senior, hands-on IC