Embedded Engineer

3 weeks ago


Bengaluru Karnataka India, Karnataka Synstack Technologies Full time

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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