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Leadership
Team & Organization Leadership:
- Build and scale the ML engineering organization, hiring and structuring pods.
- Mature the org from ad-hoc experimentation to production-grade delivery.
- Manage, mentor, and grow senior ML engineers and data scientists.
ML Platform Strategy & Build-vs-Buy:
- Own technical strategy for document AI, extraction, and agentic systems.
- Lead build-vs-buy evaluations for ML capabilities and vendor tools.
- Design retrieval and context-optimization strategies for LLM cost control.
Delivery & Operational Impact:
- Be accountable for measurable business outcomes like cost savings and accuracy gains.
- Establish LLM evaluation frameworks and quality bars before shipping to production.
- Partner with Product, Legal Operations, and Case Management leadership.
Envoy Global
Envoy Global innovates in global immigration, combining a tech platform with holistic service to streamline immigration for employers and individuals. The company is scaling its AI/ML organization and seeks a Director to lead document understanding and automation.