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4 Days ago

Data Scientist (2+ Yrs Exp)

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Information Technology
Full-Time
Oriserve

Overview

We are looking for a highly skilled Data Scientist with 2-3 years of experience who has worked extensively with Large Language Models (LLMs) and retrieval methods. You will be responsible for building, fine-tuning, and deploying AI models to solve complex NLP challenges. The ideal candidate has hands-on experience in finetuning, optimizing, and implementing LLM-based solutions in real-world applications.

Typical work week look like:-

  • Research, fine-tune, and deploy LLMs and other Transformer-based architectures for various NLP tasks.
  • Design and implement custom training pipelines for domain-specific models.
  • Optimize model performance, including prompt engineering, quantization, distillation, and retrieval-augmented generation (RAG).
  • Work with Hugging Face, OpenAI, and other open source foundational model APIs to build scalable solutions.
  • Develop and maintain data pipelines for model training and evaluation.
  • Collaborate with engineering teams to integrate AI models into production systems.
  • Conduct experiments and analyze results to continuously improve model accuracy and efficiency.
  • Stay up to date with cutting-edge advancements in generative AI, LLMs, and NLP.

Our ideal candidate should have:-

  • 2+ years of hands-on experience in data science, with a focus on NLP and deep learning.
  • Strong knowledge of Transformer architectures (BERT, GPTs, T5, LLaMA, etc.).
  • Experience in fine-tuning and deploying LLMs using PyTorch, TensorFlow.
  • Proficiency with Hugging Face Transformers, LangChain, OpenAI API, or similar frameworks.
  • Strong programming skills in Python and experience with ML frameworks (PyTorch, TensorFlow).
  • Experience with vector databases (Pinecone, ChromaDB) and retrieval-augmented generation (RAG).
  • Knowledge of cloud platforms (AWS, GCP, Azure) and ML model deployment strategies.
  • Familiarity with MLOps practices, including model monitoring, versioning, and CI/CD for ML.
  • Strong problem-solving skills and ability to work in a fast-paced environment.

Preferred Qualifications

  • Experience with multi-modal models (e.g., Whisper, DALL·E).
  • Exposure to LLM inference optimization techniques like quantization, pruning, and knowledge distillation.
  • Experience working on chatbots, conversational AI, or document intelligence solutions.

What you can expect from ORI:-

  • Opportunity to work on cutting-edge AI/ML projects.
  • A collaborative, innovation-driven work environment.
  • Passion & happiness in the workplace with great people & open culture with amazing growth opportunities.
  • An ecosystem where leadership is fostered which builds an environment where everyone is free to take necessary actions to learn from real experiences.
  • Freedom to pursue your ideas and tinker

If you are passionate about LLMs and pushing the boundaries of AI, we’d love to hear from you!

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