31 Jul
|
Fractal
|
Bengaluru
Job Description: Data Scientist (GenAI)
Experience: 3+ years
Notice Period- Immediate- 30days
Responsibilities
Design, develop, and implement advanced solutions leveraging Large Language Models (LLMs).
Take full ownership of initiatives, delivering end-to-end solutions with minimal supervision.
Stay current with the latest advancements in Generative AI, LLMs, RAG systems, and applied research.
Build and maintain reusable code libraries, tools, and frameworks to accelerate AI development.
Participate in code reviews to ensure high-quality, maintainable, and scalable solutions.
Contribute across the entire software development lifecycle—design, implementation, testing, deployment, and maintenance.
Collaborate with cross-functional teams to align AI solutions with business goals, integrate contributions into core systems, and influence roadmaps.
Apply solid analytical and problem-solving skills to design efficient solutions for complex business challenges.
Communicate effectively across technical and non-technical teams, ensuring transparency and alignment.
Must-Have Skills
Generative AI & NLP
SaaS-based LLMs: LangChain, LlamaIndex, vector databases, prompt engineering (CoT, ReAct, agents), Azure OpenAI function calling, multimodal models.
Open-Source and SaaS LLMs: Azure OpenAI, GPT-3.5 Turbo, GPT-4, etc.
At least one agentic Generative AI framework: CrewAI, AutoGen, LangGraph, LangFlow, SmolAgents, Semantic Kernel.
Advanced Retrieval-Augmented Generation (RAG) systems: hybrid retrieval, knowledge graph–based retrieval, multi-hop RAG, hierarchical/contextual retrieval strategies, evaluation/monitoring of RAG pipelines.
Classical NLP: text classification, topic modeling, Q&A; systems, conversational AI/chatbots, search, Document AI, summarization, content generation, and Named Entity Recognition (NER).
Tech Stack
Programming & Frameworks: Python, FastAPI
Cloud & DevOps: Azure DevOps, Agile (Azure Boards)
AI/ML Tools: Azure Databricks, MLFlow Model Lifecycle Management,
📌 Data Scientist (Bengaluru)
🏢 Fractal
📍 Bengaluru