Senior Data Engineer - AI
Core
Building transformative AI capabilities, user-facing GenAI features, and data architecture for LLM-based and agentic systems to power business planning and decision-making.
Role type
Senior IC Data Engineer (AI/ML)
Builds
Scalable Generative AI and Machine Learning systems, backend API services, and knowledge layers (vector/graph databases) for enterprise software.
Domain
Enterprise SaaS, AI/ML, Business Planning
Deliverable
production ML models
Required skills
Data engineering, Machine Learning, LLM-based systems (RAG, prompt engineering), Vector databases, Graph databases, MLOps/LLMOps, Python
Preferred skills
Cloud-native ML infrastructure, Model serving frameworks (vLLM, TensorRT, Ray), Forecasting/analytics background, A/B testing frameworks, Model observability tools
Technologies
Python, Vector databases (Pinecone, Weaviate, Qdrant), Embedding models, Model serving frameworks (vLLM, TensorRT, Ray), MLOps/LLMOps tools
Responsibilities
Design and deploy scalable GenAI/ML systems; Develop end-to-end GenAI features including API services and model monitoring; Integrate and optimize LLMs for business planning use cases; Design retrieval and knowledge layers (vector/graph databases); Engineer feature pipelines for forecasting and anomaly detection; Implement evaluation frameworks for GenAI quality.
Seniority
Senior, hands-on IC