Senior Full-Stack Product Engineer, AI Products

This is a fully remote position, open to applicants in United States.

📋 Description

• Collaborate with product teams, design, customers, and engineers to transform business and user challenges into tangible enhancements.

• Develop across the entire technology stack, including frontend interfaces, backend services, APIs, relational data models, integrations, and AI-driven workflows.

• Guide concepts from initial exploration through to implementation, production deployment, and ongoing iteration.

• Create rapid prototypes for quick learning, then transition to developing robust production systems once opportunities are validated.

• Enhance AI systems using assessments, production traces, customer insights, product data, and operational signals.

• Design for uncertainty by implementing testing, observability, guardrails, fallbacks, auditability, and human escalation protocols.

• Develop enterprise healthcare products while considering privacy, permissions, edge cases, data quality, reliability, and supportability.

• Investigate new AI capabilities while balancing speed, quality, safety, cost, customer value, and maintainability.

• Utilize AI development tools extensively while maintaining ownership of technical decisions and ensuring production quality.

• Collaborate closely with a product manager to shape solutions while taking ownership of technical choices, execution, production quality, and outcomes.

• Engage directly with customers to understand their workflows and convert their challenges into delivered improvements.

⛳️ Requirements

• Over 5 years of experience in building and maintaining production web applications.

• Strong foundational knowledge at a senior level in frontend development, backend architecture, APIs, relational database design, testing, performance, and production debugging.

• Significant hands-on experience with AI beyond basic prompting or simple API wrappers.

• Background in building or in-depth exploration of an AI system, such as a RAG pipeline, automated or tool-using agents, evaluation systems, AI workflows, or model adaptation/post-training experiments.

• Ability to articulate what was created, the rationale for the chosen approach, any failures encountered, the evaluation process, and lessons learned.

• Practical experimentation with emerging AI capabilities and the capacity to identify significant product or business value.

• Skill in differentiating a promising prototype from a production-ready system.

• Capability to work effectively with product managers while independently managing technical decisions and execution.

• Openness to engage directly with customers to understand their workflows.

• Driven by measurable outcomes for patients, customers, and the business.

• Experience with LLM applications, agents, retrieval, tool calling, evaluations, or AI observability is a plus.

• Familiarity with voice systems, telephony, or conversational interfaces is advantageous.

• Knowledge of healthcare workflows, HIPAA, or protected health information is a plus.

• Experience in developing enterprise products with intricate integrations and operational workflows is beneficial.

• Familiarity with technologies such as React, Remix, TypeScript, Python, FastAPI, Postgres, or similar is a plus.

• Technical interviews will focus on frontend, backend, APIs, system design, and relational database design.

• Must be eligible to work in the United States; Solv is currently unable to sponsor visas.

🏝️ Benefits

• Equity in Solv for full-time employees based in the U.S.

• Comprehensive Medical, Dental, and Vision Insurance - fully covered for employees.

• 401k plan available.

• Up to 12 weeks of paid Parental Leave.

• Monthly Wellness Reimbursement.

• Flexible Time Off policy.

• Company-paid Life Insurance, Long-Term Disability (LTD), and Short-Term Disability (STD).

• Company contributions towards Health Savings Accounts (HSA).

• Medical and Dependent Care Flexible Spending Accounts (FSAs) available.