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AI Systems Architect
3 weeks ago
As a Senior Gen AI specialist, you will design and architect industrial-grade AI systems that transform unstructured data into actionable insights.
Key Responsibilities:- Enterprise RAG Architecture:
- Design multimodal retrieval architectures over PDFs, CAD drawings, regulations, and other heterogeneous sources.
- Implement hybrid retrieval models with reranking; target high top-k answerability and traceable citations.
- Industrial Data Pipelines:
- Ingest and normalize diverse data sources (ERP exports, legacy DBs, SharePoint, IoT streams).
- Develop scalable pipelines for 10k+ document-type ingestion with schema validation, redaction, and temporal versioning.
- Production AI Engineering:
- Orchestrate ensemble decisioning (rules + ML) with low latency SLA; optimize LLM flows for cost-effectiveness.
- Operate on cloud platforms like AWS EKS, Postgres, Pinecone, Temporal/Argo, Prometheus/Grafana.
- Vision & Document AI:
- Extract key information from documents using techniques like table/figure extraction, symbol detection, and layout analysis.
- Client Partnership:
- Lead workshops and design proof-of-concepts to drive business value.
- Collaborate with clients and internal teams to deliver successful projects.
Achieve technical excellence in AI system design, development, and deployment. Drive innovation in enterprise AI solutions.