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Data Scientist / Senior Data Scientist - NLP GenAi

Data Scientist / Senior Data Scientist - NLP GenAi

FractalBengaluru
30+ days ago
Job type
  • Full-time
Job description

It's fun to work in a company where people truly BELIEVE in what they are doing!

Job Title : Data Scientist / Senior Data Scientist

Location : Bangalore / Mumbai / Gurgaon / Chennai / Pune

Responsibilities :

  • Design and implement advanced solutions utilizing Large Language Models (LLMs).
  • Demonstrate self-driven initiative by taking ownership and creating end-to-end solutions.
  • Conduct research and stay informed about the latest developments in generative AI and LLMs.
  • Develop and maintain code libraries, tools, and frameworks to support generative AI development.
  • Participate in code reviews and contribute to maintaining high code quality standards.
  • Engage in the entire software development lifecycle, from design and testing to deployment and maintenance.
  • Collaborate closely with cross-functional teams to align messaging, contribute to roadmaps, and integrate software into different repositories for core system compatibility.
  • Possess strong analytical and problem-solving skills.
  • Demonstrate excellent communication skills and the ability to work effectively in a team environment.

Primary Skills :

  • Natural Language Processing (NLP) : Hands-on experience in use case classification, topic modeling, Q&A and chatbots, search, Document AI, summarization, and content generation.

    • AND / OR

  • Computer Vision and Audio : Hands-on experience in image classification, object detection, segmentation, image generation, audio, and video analysis.
  • Generative AI : Proficiency with SaaS LLMs, including Lang chain, llama index, vector databases, Prompt engineering (COT, TOT, ReAct, agents). Experience with Azure OpenAI, Google Vertex AI, AWS Bedrock for text / audio / image / video modalities.Familiarity with Open-source LLMs, including tools like TensorFlow / Pytorch and huggingface. Techniques such as quantization, LLM finetuning using PEFT, RLHF, data annotation workflow, and GPU utilization.
  • Cloud : Hands-on experience with cloud platforms such as Azure, AWS, and GCP. Cloud certification is preferred.
  • Application Development : Proficiency in Python, Docker, FastAPI / Django / Flask, and Git.

    • If you like wild growth and working with happy, enthusiastic over-achievers, you'll enjoy your career with us!

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