Staff Product Manager

October 24

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Foodsmart

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Healthcare Insurance • Wellness • Marketplace

Foodsmart is a company focused on providing personalized nutrition support and affordable food care through the guidance of registered dietitians. It offers tools such as meal planning, food delivery via partnerships with Instacart, Grubhub, and Walmart, and a food marketplace that helps users save money on groceries. Foodsmart also works with health plans to offer nutrition services to its members, often at no extra cost.

51 - 200 employees

⚕️ Healthcare Insurance

🧘 Wellness

🏪 Marketplace

📋 Description

• AI-Driven Decision Engine Ownership • Lead the design and evolution of the Decision Engine as the core orchestration layer that governs personalized care delivery at scale • Collaborate with engineering and data science to build hybrid decision systems that combine rule engines, ML predictions, and generative AI workflows (e.g., retrieval-augmented generation, decision-tree agents) • Implement modular workflows, decision graphs, and care logic frameworks that can adapt to various clinical use cases, in collaboration with cross-functional teams • Develop internal configuration tools that allow clinical operations and implementation teams to define and simulate care pathways without direct engineering involvement • Ensure all decision logic aligns with clinical protocols, care management standards, and billing requirements • Expand the engine’s scope to incorporate behavior nudges, care plan updates, and contextual recommendations using AI-driven insight • Product Development and Execution • Translate strategic priorities into actionable product design and iterative delivery plans • Work closely with clinical operations and engineering to define schemas, logic states, input-output contracts, and observability pipelines for decision logic • Define and track key metrics such as decision accuracy, drop-off analysis, care plan adherence, and engine performance • Partner with implementation and enterprise teams to map client needs into configurable, scalable engine workflows • Oversee end-to-end system integrity, including testing frameworks, rule versioning, and fail-safe conditions for logic and AI outputs • Strategic Expansion and Platform Integration • Align engine design with long-term platform goals including AI-powered coaching, real-time care adjustment, and outcomes tracking • Lead integration of new models, workflows, or third-party components into the engine’s architecture • Collaborate with data and engineering teams to support value-based care models, program documentation standards, and emerging business models • Work cross-functionally to define how decision logic supports member outcomes, operational efficiency, and client ROI • Support future initiatives that apply AI to enhance the intelligence, adaptability, and personalization of Foodsmart’s care platform

🎯 Requirements

• 8+ years of product management experience, with a focus on complex platform systems, intelligent workflows, or AI infrastructure, ideally within the healthcare industry • Proven success delivering systems that include rules engines, workflow orchestration, care coordination, or AI-powered decision systems • Experience designing or working with rules frameworks (e.g., Camunda, Drools, AWS Step Functions) or workflow engines for dynamic execution paths • Strong technical fluency and experience working with engineers and data scientists to model logic, build state machines, or implement AI/ML solutions in production • Comfortable translating ambiguous clinical or operational requirements into modular, testable product structures • Familiarity with care coordination, clinical decision support, and value-based care mechanisms is preferred • Clear communicator and systems thinker with a bias toward simplification and scalability. • Nice-to-Haves • Experience working with AI agent frameworks (e.g., LangChain, Semantic Kernel, custom orchestration layers) • Exposure to prompt engineering, fine-tuning, or retrieval-augmented generation pipelines in real-world applications • Familiarity with low-code/no-code platforms for logic configuration and rules-based decision tools • Background in building or integrating clinical decision support systems, digital therapeutics, or care plan management tools

🏖️ Benefits

• Remote-First Company • Unlimited PTO • Flexible & remote location • Healthcare Coverage (Medical, Dental, Vision) • 401k, bonus, & stock options • Registered Dietitian Sessions • Wellness reimbursement