Senior Applied Data Science Professional

6 days ago

kolkata, India beBeeDataScientist Full time

About Our Data Science RoleAs a cutting-edge organization, we're seeking an exceptional Data Scientist with extensive experience in applied AI/ML to join our high-paced team.This position requires profound expertise in transformer architectures and solid foundations in model training, fine-tuning, and optimization. You'll work across various modalities (text, audio, video), having the flexibility to specialize in one domain but being adaptable enough to experiment across others.The ideal candidate excels in a fast-paced R&D environment, is focused on execution, and demonstrates ownership from architecture to deployment. You'll run rapid experiments, iterate on state-of-the-art models, and push the boundaries of generative AI in lip-sync, character consistency, audio realism, and video quality — with a research-first, problem-solving mindset.Key Responsibilities:Model Development & Fine-Tuning: Run end-to-end experiments on transformer-based architectures (LLMs, Whisper, diffusion, LoRA, RLHF/SFT, multimodal models).Domain-Specific Applications:Audio: Lip-sync, emotional delivery (shouting, whispering, crying), regional language support.Video: Scene/character consistency, quality benchmarks comparable to Veo3/Sora.Text: Extend LLMs to handle regional languages and domain-specific adaptation.Evaluation & Optimization: Design automated evaluation frameworks for objective quality scoring (images, video frames, audio clips). Balance trade-offs in speed, quality, and efficiency.Cross-Modality Integration: Experiment with audio-video synchronization, background score integration, and text-to-video alignment.Research & Experimentation: Stay ahead of rapidly evolving models and tools, testing architectural variations and scaling solutions for production use.Ownership & Execution: Drive initiatives independently with strong problem-solving, accountability, and first-principles thinking.

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