Data Scientist NLP GenAI

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Job Title: Data Scientist

Job Location: Bangalore, Pune, Mumbai, Gurgaon, Chennai, Hyderabad, Coimbatore

Job Description:

• 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.

Technical 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.

• 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.

EDUCATION:

• B.E/B.Tech/M.Tech in Computer Science or related technical degree OR Equivalent.

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

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