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Mid LevelFull-timeRustRailsGitAIML
Salary Range
$110,500 - $149,500 /year
This salary is estimated based on similar roles. The actual salary may vary.
About the Role
We are looking for a Product Manager focused on Agent Development at WHOOP to design, write, and continuously improve AI agents that power health coaching experiences across the app. This role involves partnering with various teams to shape how WHOOP AI systems are designed and ensuring they communicate insights in an accurate, empathetic, actionable, and behavior-changing manner.
Key Responsibilities
- →Design and write AI agents that help members understand their data, set goals, and make better daily decisions about sleep, recovery, training, and long-term healthspan
- →Design complex, multi-agent systems where specialized agents collaborate to produce a single coherent member experience
- →Partner with AI Engineers to shape agent orchestration, including sequencing, handoff, tool usage, memory access, and fallback behaviors
- →Own the conversational and behavioral strategy for agents—defining tone, structure, narrative flow, and language quality across proactive reports and interactive coaching
- →Translate ambiguous cross-functional needs into well-scoped agent capabilities
- →Shape how data is prepared and presented for agent reasoning
- →Write and maintain evaluation frameworks to systematically measure and improve agent quality
- →Define what “good” looks like for each agent and system
- →Use qualitative and quantitative feedback to inform agent improvements and product direction
- →Act as a trusted advisor to teams across WHOOP on AI strategy, agent design, and responsible use of generative AI in health contexts
Requirements
- ✓3+ years in product management or related technical or strategic role, with at least 1+ year working on LLM-focused or agentic AI applications
- ✓Deep understanding of LLM engineering concepts
- ✓Comfortable with ambiguity: proven ability to define product requirements and success metrics in ambiguous environments
- ✓Exceptional written and language design skills
- ✓Experience designing high-quality conversational AI
- ✓Strong product and technical fluency
- ✓Systems-level thinking, with experience translating ambiguous problems into well-scoped agent behaviors
- ✓Analytical and strategic judgment
- ✓Relevant technical or interdisciplinary background, such as Computer Science, Engineering, Mathematics, Cognitive Science, HCI, Linguistics, or equivalent practical experience
Benefits
- ★Competitive base salary and meaningful equity
- ★Benefits package
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