
AI System Architect
3 days ago
We are seeking a highly skilled AI Architect to join our team.
The OpportunityThis is an exceptional chance for an experienced professional to design and implement advanced AI systems that can process complex data from various sources, including PDFs, CAD/vector drawings, and regulations. The ideal candidate will have a strong background in building production AI/ML or search systems and experience with enterprise deployments.
- We are looking for someone who can design multimodal RAG over PDFs (text/tables/images), CAD/vector drawings, MSDS/chemicals, and bilingual (KOR/ENG) regulations.
- The successful candidate will be responsible for implementing hybrid retrieval (BM25 + dense + metadata + knowledge graph) with reranking; target ≥90% top-k answerability and traceable citations.
- Design and develop industrial-grade AI systems that turn PDFs, CAD/vector drawings, incident reports, and regulations into auditable, evidence-linked decisions.
- Implement hybrid retrieval (BM25 + dense + metadata + knowledge graph) with reranking; target ≥90% top-k answerability and traceable citations.
- Build domain embeddings for bilingual technical terminology; craft routing/prompting for audit-ready outputs.
- 7+ years of experience building production AI/ML or search systems; 3+ enterprise deployments end-to-end.
- Expert-level proficiency in Python 3.11+, SQL; strong systems thinking and data modeling.
- RAG at scale: vector DBs (Pinecone/Weaviate/FAISS), BM25, rerankers, prompt/routing strategies, evals (faithfulness, coverage, latency).
- MLOps/SRE: versioning, canaries/A-B, drift detection, observability, cost/perf trade-offs.
You will work on high-impact projects that directly influence real-world decisions at scale—improving compliance, reducing risk, and protecting workers every day.
BenefitsWe offer a cutting-edge technology stack, including GPT-4o/GPT-4.1, Gemma-3 27B-VL, Qwen-VL, rerankers (Cohere/MXBAI), YOLOv8/RT-DETR, LayoutLMv3/DocFormer/Donut, FastAPI, Python, TypeScript, AWS EKS, Pinecone, Postgres, Temporal, Prometheus/Grafana.
What We Offer- A dynamic and supportive work environment.
- Opportunities for growth and professional development.
- A competitive salary and benefits package.
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