Embedded Engineer
3 weeks ago
Role: Multimodal Embedding Engineer
Job Type; Full time
Location: Bangalore, Remote for good candidates
Core Technical Work:
- Design and implement multi-modal embedding models that create unified vector representations across text, images, video, audio, and other modalities.
- Build and optimize contrastive learning frameworks (e.g., CLIP-style architectures) for cross-modal alignment.
- Develop embedding spaces that preserve semantic relationships within and across modalities
- Create efficient indexing and retrieval systems for multi-modal data at scale.
- Fine-tune and adapt foundation models for domain-specific multi-modal applications.
Data & Infrastructure:
- Build data pipelines for processing and aligning multi-modal datasets.
- Implement quality control mechanisms for multi-modal training data.
- Design evaluation frameworks to measure embedding quality across modalities.
- Optimize inference performance for real-time multi-modal search and retrieval.
Research & Innovation:
- Stay current with latest research in multi-modal learning, vision-language models, and embedding techniques.
- Experiment with novel architectures for improved cross-modal understanding.
- Benchmark different approaches and conduct ablation studies.
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