Data Scientist- Gen AI

Role overview

Data Scientist- Gen AI at Fractal

Design and implement advanced solutions utilizing Large Language Models (LLMs).

Responsibilities

• 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.

Required 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: o 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. o 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.
• 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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Preferred qualifications and skills

• Cloud certification is preferred.

Employment details

• Location: Bengaluru, Pune, Mumbai, Chennai, Hyderabad, Gurgaon, Noida

Additional role details

• It's fun to work in a company where people truly BELIEVE in what they are doing!
• We're committed to bringing passion and customer focus to the business.