
Transformative AI Engineer
2 days ago
Job Overview:
As a senior AI specialist, you will be responsible for designing and architecting industrial-grade AI systems that transform complex data into actionable insights. Your work will focus on creating end-to-end systems that prevent accidents, ensure compliance, and save lives at Fortune-500 scale.
Key Responsibilities:
- Design multimodal knowledge architecture over various data sources, including PDFs, CAD/vector drawings, incident reports, and regulations.
- Implement hybrid retrieval models with reranking, targeting high accuracy and traceable citations.
- Build domain embeddings for bilingual technical terminology and craft routing/prompting for audit-ready outputs.
- Ingest/normalize heterogeneous data sources and ship large-scale document ingestion with schema validation and temporal versioning.
- Integrate external APIs and orchestrate ensemble decisioning with strict service level agreements.
- Operate on cloud infrastructure and build explanation layers for human-in-the-loop feedback.
What You'll Bring:
- 7+ years of experience building production AI/ML or search systems, with 3+ enterprise deployments end-to-end.
- Expertise in Python 3.11+, SQL, and strong systems thinking and data modeling.
- Experience with RAG at scale, including vector databases, BM25, rerankers, prompt/routing strategies, and MLOps/SRE concepts.
Why This Matters:
The systems you build will directly influence real-world decisions at scale, improving compliance, reducing risk, and protecting workers every day.
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