Senior Data Engineer - AI
Core
Design, build, and deploy scalable Generative AI and machine learning systems, including backend APIs, model integration, and evaluation frameworks for business-planning use cases.
Role type
Senior IC data engineer (Generative AI/LLM)
Builds
End-to-end GenAI features, retrieval and knowledge layers, and data pipelines for conversational and agentic AI systems
Domain
Generative AI, Large Language Models (LLMs), Knowledge Graphs, Vector Search
Deliverable
production ML models
Required skills
Data engineering, LLM-based system development, RAG architectures, vector databases, graph databases, knowledge graphs, MLOps/LLMOps, Python, cloud-native ML infrastructure
Preferred skills
Pinecone, Weaviate, Qdrant, vLLM, TensorRT, Ray, LangSmith, W&B, MLflow, A/B testing frameworks, forecasting/analytics applications
Technologies
Python, vector databases, graph databases, LLM APIs, embedding pipelines, streaming/batch pipelines
