Research Scientist - Multimodal Representation Learning
Job in
Centennial, Arapahoe County, Colorado, USA
Listed on 2026-07-24
Listing for:
Dormont Manufacturing Co
Full Time
position Listed on 2026-07-24
Job specializations:
-
IT/Tech
AI Business & Operations, Machine Learning/ ML Engineer
Job Description & How to Apply Below
We are looking for a research scientist to push the frontier of multimodal representation learning for autonomous driving. You will focus on method-level innovation , including designing new learning paradigms, architectures, and training strategies for large-scale vision and video models.
This role is ideal for candidates who care deeply about how models learn , not just how to train them.
Responsibilities- Self-supervised learning
- Contrastive learning
- Masked modeling
- Teacher-student / distillation frameworks
- Vision Transformers (ViT)
- Video models (e.g., Video Swin)
- Multimodal fusion architectures
- Representation quality (e.g., linear probe, retrieval metrics)
- Downstream performance (e.g., perception / E2E driving systems)
- CLIP
- DINOv2
- Masked Autoencoders
- Designing new loss functions
- Modifying architectures
- CVPR
- ICCV
- NeurIPS
- ICLR
- Deep Speed / Megatron-LM
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