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Data Scientist
Data ScientistPeople Prime Worldwide • Bengaluru, Karnataka, India
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Data Scientist

Data Scientist

People Prime Worldwide • Bengaluru, Karnataka, India
30+ days ago
Job description

Job Description :

  • Deep experience in Natural Language Processing (NLP and NLI), Tiny / small language models, and base language models
  • Extensive experience in conversational NLP systems.
  • Experience in SLM adaptor fine-tuning, SFT training, and SLM pruning (base and instruct models).
  • Experience in retriever frameworks in Q and A bots.
  • Experience in contrastive learning and graph learning-based embedding methods with heterogeneous features.
  • Preferably experience in building NLP active learning pipelines.
  • Demonstrable experience in scaling your models to large-scale search systems is a plus.
  • Very good critical reasoning skills, and data-centric NLP / NLI systems.
  • Must have the temperament and hunger to work in a fast-paced environment."

Preferred Skills

AI / ML certifications from AWS, Azure, or Google Cloud are a plus.

Job Description / Roles & Responsibilities (in Detail)

  • Design, develop, and implement advanced machine learning models, with a focus on LLMs and NLP applications
  • Collaborate with cross-functional teams to identify and solve complex business problems using data-driven approaches
  • Conduct research on state-of-the-art LLM techniques and contribute to the development of novel algorithms
  • Preprocess and engineer features from large-scale textual datasets for NLP tasks
  • Optimise and deploy machine learning models in production environments
  • Mentor junior team members and provide technical guidance on NLP and LLM projects
  • Stay abreast of the latest developments in LLMs and GenAI, sharing insights with the team and clients
  • Contribute to the continuous improvement of our data science processes and methodologies
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    Data Scientist • Bengaluru, Karnataka, India

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