AI Data Architect
Remote regions
USBenefits
Unlimited PTO
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Role Overview:
- Architect and own the enterprise AI data platform, the unified layer serving all AI systems.
- Design multi-domain data models (lakehouse, data mesh, event-driven) optimized for AI workloads.
- Drive modernization of legacy pipelines to cloud-native, AI-ready architectures.
Technical Skills:
- Primary: Python, SQL, Snowflake/Databricks, AWS (S3, Glue, EKS, Bedrock, Kinesis, Redshift), Docker, Kubernetes, Terraform, LangChain, LlamaIndex, vector stores, knowledge graphs.
- Secondary: MLflow, FastAPI, CI/CD pipelines, observability tooling (CloudWatch, Grafana), data lineage platforms.
- Experience with 15+ years in data engineering and architecture, including production AI/ML and LLM-era data infrastructure.
AI & Agentic Work:
- Design retrieval infrastructure for RAG: embedding pipelines, vector stores, chunking strategies, and hybrid retrieval.
- Own observability stack for AI agents, capturing inputs, context, tool calls, reasoning traces, and outputs.
- Design evaluation frameworks measuring factual accuracy, context faithfulness, retrieval relevance, hallucination rates, and task success.
3Pillar
3Pillar is an AI transformation partner helping enterprises build AI-native products and intelligent agents. With teams across multiple continents, they work with ambitious companies in financial services, healthcare, media, and technology.