Data Scientist / Senior Data Scientist - NLP GenAi
ConfidentialMumbai, Noida, Pune30+ days ago
Job descriptionNatural 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.
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 :
AND / OR
Skills Required
Gcp, Docker, FastAPI, Azure, Python, Aws
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Data Scientist • Mumbai, Noida, Pune
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