Head of AI/ML Platforms & Strategy (Remote)

RiseMe; Chicago (IL); On-site; USD 200,000 - 245,000; Full time

Job summary

Envoy Global seeks a Director, Machine Learning to build and lead the AI/ML organization behind its immigration case management platform. This role covers document understanding, extraction, and agentic automation across petitions, supporting evidence, and case correspondence.

You will grow and manage a team, set technical direction, and be accountable for cost, quality, and throughput of models in production, pushing state-of-the-art research through patents or publications.

Qualifications

• 8+ years in applied ML/AI with leadership experience.
• Patents/publications or equivalent recognized contributions to ML/AI.
• Track record shipping production LLM, NLP, or document-extraction systems.

Responsibilities

• Build and scale the ML engineering organization, hiring and structuring teams.
• Define the technical strategy for document AI, extraction, and agentic systems.
• Lead build-vs-buy evaluations for ML capabilities and vendor tools.

Skills

ML leadership

NLP / document understanding

LLM / agentic systems

Executive communication

Education

MS/PhD in CS/ML

Tools

LLM platforms

RAG tooling

Job description

Envoy Global seeks a Director, Machine Learning to build and lead the AI/ML organization behind its immigration case management platform. This role covers document understanding, extraction, and agentic automation across petitions, supporting evidence, and case correspondence.

You will grow and manage a team, set technical direction, and be accountable for cost, quality, and throughput of models in production, pushing state-of-the-art research through patents or publications.