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Senior AI Product Engineer

Hone Health Inc.

Job Overview

Location

Remote

Job Type

Full-time

Full Job Description

📋 Description

• Own the end-to-end product lifecycle for Hone’s AI-driven learning experiences, from ideation and user-story definition through technical architecture, implementation, and iterative optimization. You will translate complex pedagogical goals into elegant, scalable software that personalizes training for tens of thousands of managers worldwide.
• Architect and evolve our core recommendation engine, leveraging large-language models, retrieval-augmented generation, and real-time learner data to deliver hyper-relevant content, nudges, and coaching paths. Your designs will balance model sophistication with production-grade reliability, ensuring millisecond-level latency and 99.9 % uptime.
• Partner daily with data scientists, learning designers, and customer success teams to translate qualitative learner feedback into quantitative feature improvements. You will run A/B tests, cohort analyses, and causal-inference experiments that move our 96 % behavior-change metric even higher.
• Lead cross-functional squads in bi-weekly sprints, breaking down ambitious quarterly OKRs into shippable increments. You will mentor mid-level engineers, conduct rigorous code reviews, and champion clean, well-tested Python/TypeScript that future teams can extend with confidence.
• Build and maintain robust data pipelines that ingest behavioral telemetry, HRIS signals, and engagement metrics from Zoom, Slack, and LMS integrations. You will ensure GDPR-grade privacy, SOC 2 compliance, and real-time anomaly detection so that every insight we surface is trustworthy and secure.
• Design intuitive APIs and SDKs that allow Fortune 500 customers to embed Hone’s AI coaching into their existing workflows—think Slack bots that suggest feedback techniques or Teams apps that auto-schedule micro-lessons after a tough 1:1.
• Continuously optimize cloud costs and model inference efficiency, employing techniques like quantization, caching layers, and spot-instance orchestration to keep our unit economics attractive as we scale from thousands to millions of learners.
• Champion ethical AI practices, implementing bias audits, fairness dashboards, and transparent model cards so that every recommendation we serve is explainable and equitable across diverse global workforces.
• Contribute to our open-source culture by publishing blog posts, speaking at conferences, and releasing tools that advance the broader AI-for-learning community. Your thought leadership will reinforce Hone’s reputation as the category-defining innovator in people development.
• Collaborate directly with the executive team to shape the three-year technical roadmap, balancing visionary bets (adaptive VR simulations, multilingual voice coaches) against pragmatic platform hardening that keeps our enterprise clients delighted and secure.

🎯 Requirements

• 5+ years shipping production-grade backend services in Python, Node, or Go, with deep experience in distributed systems, event-driven architectures, and containerized deployment on AWS or GCP.
• Demonstrated expertise in machine-learning engineering: feature stores, model versioning (MLflow), real-time inference at scale, and monitoring for drift, latency, and fairness.
• Strong product intuition—you can translate ambiguous user pain points into crisp technical specs, prioritize ruthlessly, and measure success with clear KPIs.
• Nice-to-have: prior EdTech or HR-tech domain knowledge, familiarity with privacy regulations (GDPR, CCPA), and contributions to open-source ML libraries.

🏖️ Benefits

• Fully remote-first culture with quarterly in-person retreats in inspiring locations (recently Lisbon and Mexico City).
• Competitive equity + salary package benchmarked to top SF quartile, regardless of where you live.
• Annual $3,000 professional-development stipend plus unlimited access to Hone’s entire learning catalog for you and a plus-one.
• Flexible PTO policy with a minimum mandated 20 days, plus company-wide mental-health weeks twice a year.

Skills & Technologies

Senior

Remote

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Hone Health Inc.

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About Hone Health Inc.

Hone Health offers at-home diagnostic kits and telehealth services focused on men’s hormonal health, particularly testosterone and thyroid conditions. After online intake and lab testing, physicians review results and may prescribe personalized therapies, including medications and supplements, shipped directly to patients. The company emphasizes evidence-based protocols, continuous monitoring, and lifestyle guidance to optimize energy, body composition, and quality of life for men across the United States.

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