AI Systems Engineer: Data, Models & Workflows

Peregrine Advisors LLC; Washington (District of Columbia); On-site; USD 120,000 - 190,000; Full time

Job summary

Peregrine Advisors LLC is seeking AI Engineers to design and operate systems that turn data, documents, models, and AI services into useful applications and workflows. The work spans from problem understanding to deployment, monitoring, incident response, and continuous improvement.

The role emphasizes connecting data pipelines, models, APIs, user experiences, and business rules, then testing the complete system with proper security, traceability, and oversight.

Responsibilities

• Document and content pipelines that apply OCR, parse layouts, extract and validate information.
• Predictive, classification, or retrieval services combining models, pretrained models, externally provided AI services, and deterministic software.
• Search and knowledge applications using retrieval, retrieval-augmented generation (RAG), and traceable references.

Job description

Peregrine Advisors LLC is seeking AI Engineers to design and operate systems that turn data, documents, models, and AI services into useful applications and workflows. The work spans from problem understanding to deployment, monitoring, incident response, and continuous improvement.

The role emphasizes connecting data pipelines, models, APIs, user experiences, and business rules, then testing the complete system with proper security, traceability, and oversight.