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1 Week ago

Data Scientist - Machine Learning Models

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Pune, Maharashtra, India
Information Technology
Full-Time
Sampoorna Consultants

Overview

Position Overview

We are seeking a Data Scientist with a strong background in Machine Learning, Natural Language Processing (NLP), Generative AI, and Retrieval-Augmented Generation (RAG). The ideal candidate will possess 1+ years of hands-on experience in developing and deploying advanced data-driven solutions. You will play a key role in our AI-CoE team, contributing to cutting-edge projects that drive innovation and business value. A special focus area for this role would be to build AI enabled products that would result in the creation of monetizable product differentiators.

Detailed Job Description & Key Responsibilities

  • Develop, Test, and Deploy machine learning models for various business and Telco use cases.
  • Perform data preprocessing, feature engineering and ML/DL model evaluation.
  • Optimize and fine-tune models for performance and scalability.
  • Good understanding of NLP concepts and projects involving entity recognition, text classification, and language modelling like GPT/Llama/Claude/Grok
  • Build and refine RAG models to improve information retrieval and answer generation systems.
  • Integrate RAG methods into existing applications to enhance data accessibility and user experience.
  • Work closely with cross-functional teams including software engineers, product managers, and domain experts.
  • Communicate technical concepts to non-technical stakeholders effectively.
  • Document processes, methodologies, and model development for internal and external stakeholders.

Skills

  • Strong knowledge of probability and statistics.
  • Working knowledge of machine learning and deep learning skills.
  • Strong knowledge of programming knowledge - Python, SQL and commonly used frameworks & tools - PyTorch, Sci-kit, NumPy, Gen AI tools like langchain/llamaIndex
  • Working knowledge of MLOPs principles and implementing projects with Big Data in batch and streaming mode.
  • Excellent problem-solving skills and a proactive attitude.
  • Strong communication and teamwork abilities.
  • Ability to manage multiple projects and meet deadlines
  • Interview will involve coding tests.

(ref:hirist.tech)
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