Data Scientist/ Senior Data Scientist- NLP GenAI
On-siteBengaluru, Karnataka, India
Job Summary
Design and implement advanced solutions utilizing Large Language Models (LLMs) and maintain code libraries to support generative AI development. Conduct research on the latest developments in generative AI and LLMs while participating in the entire software development lifecycle from design to deployment. Collaborate with cross-functional teams to align messaging, contribute to roadmaps, and integrate software into different repositories for core system compatibility. Demonstrate self-driven initiative by taking ownership of end-to-end solutions and engage in code reviews to maintain high quality standards. Apply Natural Language Processing, Computer Vision, and Generative AI techniques using Python, Docker, and cloud platforms like Azure, AWS, and GCP.
Required Qualifications
- Hands-on Python skills
- Core GenAI Skills
- Natural Language Processing (NLP) experience including use case classification, topic modeling, Q&A, chatbots, search, Document AI, summarization, and content generation
- Computer Vision and Audio experience including 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 TensorFlow/Pytorch and huggingface
- Techniques such as quantization, LLM finetuning using PEFT, RLHF, data annotation workflow, and GPU utilization
- Hands-on experience with cloud platforms such as Azure, AWS, and GCP
- Cloud certification
- Proficiency in Python, Docker, FastAPI/Django/Flask, and Git
- B.E/B.Tech/M.Tech in Computer Science or related technical degree OR Equivalent
Desired Qualifications
- Cloud certification (preferred)
- Cloud certification (preferred)
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