Principal Data Scientist
Core
Design and deliver scalable, secure, and business-focused Generative AI solutions for Fortune 500 clients. (via careerplan.io/jobs/SR-46508-principal-data-scientist-at-fractal)
Role type
Principal Gen AI Solution Architect
Builds
End-to-end Generative AI architectures, LLM pipelines, and AI agent systems
Domain
Generative AI, Large Language Models, Cloud Architecture
Deliverable
production ML models
Required skills
Generative AI, LLMs, RAG, AI Agents, Machine Learning, Deep Learning, Python, SQL, Cloud Architecture, MLOps, LLMOps, Vector Databases, AI Security
Preferred skills
Prompt engineering, Fine-tuning, Model optimization, Pre-sales consulting, Executive presentation
Technologies
GPT, Claude, Gemini, Llama, Mistral, LangChain, LangGraph, CrewAI, Semantic Kernel, Pinecone, Weaviate, Chroma, Milvus, AWS, Azure, GCP, Docker, Kubernetes
Responsibilities
Design end-to-end Generative AI architectures using LLMs and vector databases; Architect solutions using open-source and proprietary LLMs; Build RAG pipelines and implement AI agents; Design AI solutions on AWS, Azure, or Google Cloud; Establish responsible AI practices and governance frameworks; Guide data scientists and ML engineers on solution designs.
Seniority
Principal, strategy & mentorship
