AI Solutions Architect
Core
Bridge grassroots AI prototypes from business units into secure, scalable enterprise-grade internal products, acting as a Forward Deployed Engineer.
Role type
Senior IC AI Solutions Architect (Internal Productization)
Builds
Internal AI applications (e.g., AI SDRs, RFP generators) and secure integrations with Enterprise Data Lake and CRM
Domain
Life Sciences / Healthcare Technology / Internal AI Infrastructure
Deliverable
production ML models | product features | infrastructure
Required skills
LLM orchestration frameworks (LangChain, LlamaIndex), RAG architectures, Python, RESTful APIs, cloud deployment, prompt engineering, context window management, product design, stakeholder management
Preferred skills
Forward Deployed Engineer experience, Solutions Engineering, technical consulting, acting as own Product Manager, entrepreneurship
Technologies
LangChain, LlamaIndex, Python, Salesforce, Enterprise Data Lake
Responsibilities
Evaluate and audit "vibe-coded" AI tools for security and architectural viability; Refactor high-value prototypes into enterprise-grade applications; Build and maintain secure integrations between foundational models and internal systems; Act as technical owner for graduated AI applications (uptime, prompt drift, API updates); Interview stakeholders to map bottlenecks and define scope; Enforce enterprise data standards to prevent leakage and hallucination
Seniority
Senior, hands-on IC