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Prismforce Linkedin · Posted 1mo ago

Data Scientist - Gen AI

Bengaluru, Karnataka, India

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Indexed description

Responsibilities

  • Fine-tune LLMs using techniques like LoRA and QLoRA.
  • Evaluate and improve RAG (Retrieval-Augmented Generation) pipelines for groundedness, accuracy, and relevance.
  • Apply transfer learning and transformer architectures in model development.
  • Validate model accuracy and performance using appropriate metrics.
  • Collaborate with product teams and communicate insights to senior leadership.
  • Participate in problem-solving sessions and contribute innovative ideas.
  • Maintain an experimental mindset and continuously explore new approaches.
  • Identify and integrate relevant data sources to build meaningful datasets.
  • Automate data collection and preprocessing for structured and unstructured data.
  • Handle large-scale data to feed analytical and predictive models.
  • Build and optimize machine learning and deep learning models, including NLP solutions.

Requirements

  • Bachelor's degree in a quantitative field (Computer Science, Engineering, Physics, Mathematics, Operations Research) or equivalent experience.
  • 3-5 years of hands-on experience in Gen AI and NLP.
  • Prior experience in startups or high-growth environments is a plus.

This job was posted by Shivali Kaul from Prismforce.
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