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Sword Health

Senior Product Manager, Pulse

Sword Health is hiring a Senior Product Manager, Pulse in Porto, Portugal. It pays €60k-€95k a year and Level rates it ; you can apply on Sword Health.

Level's read on this job

  • Works on AI ●●●○ is how Level rates this AI product manager role: the daily work is on AI products, without building the model.
  • The posting mentions product management, healthcare and cross functional leadership among its tools and skills.
  • Level classes it as a senior role.
  • Sword Health has 71 other open roles on Level.

AI in this role

Senior Product Manager needed to lead the development of Pulse, an AI-first healthcare and clinical care platform.

product-managementhealthcarecross-functional-leadership

At Sword, we’re building AI to heal billions and unlock humanity’s full potential. In doing so, we’re pioneering AI Care, a fundamentally new approach to healthcare built for medical reasoning, safety, and real-time treatment, not generic technology applied after the fact. As both a clinical-centric frontier AI lab and an applied AI platform, Sword is reimagining how care is delivered at scale, removing traditional barriers like appointments, waiting rooms, and stigma so more people can access the care they need—and ultimately get back to lives lived in full.

Since 2020, Sword has expanded across physical therapy, women’s health, cardiometabolic, and mental health, and is now moving beyond the session to a fully AI-native, 24/7 care program that brings physical activity, therapeutic exercise, psychotherapy, nutrition, and behavior change into one connected experience. More than 700,000 members across three continents have completed over 10 million AI sessions, helping 1,000+ enterprise clients avoid more than $1 billion in unnecessary healthcare costs. Backed by 42 clinical studies, 44+ patents, and more than $500 million raised from leading investors including Khosla Ventures, General Catalyst, and Founders Fund, Sword is defining a new standard for healthcare.

AI Proficiency at Sword

AI fluency is a core expectation at Sword. Every candidate is assessed against our three-level framework — be ready to share real examples of how AI is already part of how you work.

  • Explorer (Level 1) — Uses AI daily to boost personal productivity

  • Builder (Level 2) — Creates workflows and tools that elevate the whole team

  • Integrator (Level 3) — Embeds AI into products and processes at scale

Every hire must demonstrate at least Level 1. The expected level will vary depending on the seniority of the role.

Role

We're looking for a Senior Product Manager to be the senior product presence embedded with the team building Pulse, Sword's AI-first care platform. You'll own definition and delivery for a meaningful slice of the roadmap end-to-end, while being the first person the Porto team turns to when something ambiguous or urgent comes up. This is a senior IC role, not a management position — you'll drive cross-functional squads (engineering, design, data, clinical) day to day without formal reporting lines.

What you’ll be doing

  • Own product definition through delivery for new features and initiatives in your area, defining the user, their struggle, and what a successful solution looks like;

  • Partnering with technical and non-technical stakeholders to properly scope those initiatives, by deep-diving into the underlying pain points, assessing the feasibility and scalability of proposed solutions, defining requirements, and acceptance criteria;

  • Support execution & iteration by working with other teams (Engineering, Product, Clinical, Operations) in tight feedback loops to make sure requirements are met, scope is adjusted as new information comes in, and development does not drift away from high-value product experiences;

  • Act as a strategy thought-partner: bring proposals and feature ideas to the Head of Product, and help explore, prioritize, and test them;

  • Communicate progress, learnings, and strategic recommendations clearly to leadership and cross-functional partners;

  • Use AI as a first-class tool in how Pulse itself is built, and increasingly, in how you work — Pulse leans on AI/LLM-driven features (Phoenix), so fluency with what's possible (and its limits) matters.

What you need to have

  • 5+ years of experience in product management, ideally including consumer-facing digital health, wellness, or another B2C space with real behavior-change/retention dynamics;

  • Comfort owning ambiguity without a nearby manager: this role is the senior-most product judgment physically in the room with the build team;

  • Technical fluency: able to go deep with engineering on architecture and tradeoffs; comfortable with AI/LLM-powered product concepts even if you don't code yourself;

  • Strong written and verbal communication;

  • Data fluency: hypothesis-driven, comfortable defining metrics and reading dashboards to judge feature success (BigQuery/Looker experience a plus);

  • Bias for action and a real ability to disagree upward when the data or the team's read on the ground contradicts the plan.

*The range below reflects base, variable, and equity for this role.

This is a starting point, not a ceiling — once someone joins and proves they're outlier talent, we adjust quickly to make sure their compensation matches their impact.

Job titles may span more than one career level, so actual pay depends on skills, qualifications, experience, location, and market demand, among other factors. The range reflects base salary plus any variable, bonus, or sales incentives, and our estimate of the value of private company stock options where applicable. It's subject to change, and future stock value isn't guaranteed. Sword also offers additional benefits beyond total compensation.

Total Compensation Range€60.200—€94.600 EUR Country-specific benefits may vary and will be detailed separately. Sword Health complies with applicable Federal and State civil rights laws and does not discriminate on the basis of Age, Ancestry, Color, Citizenship, Gender, Gender expression, Gender identity, Gender information, Marital status, Medical condition, National origin, Physical or mental disability, Pregnancy, Race, Religion, Caste, Sexual orientation, and Veteran status.

How we rate this

Senior Product Manager, Pulse at Sword Health rates 75 out of 100 for how much of the daily work is AI. That makes it Works on AI (AI Level 3 of 4). The level is about AI in the job, not seniority.

Classification

Works on AI. The daily work is on AI products, without building the model.

  1. ●●●● Builds AI80 to 100
  2. ●●●○ Works on AI60 to 79
  3. ●●○○ Uses AI40 to 59
  4. ●○○○ Little AI0 to 39

Levels come from how often the tools, models and workflows of the role are named in the posting itself. Read the description and count the AI tools, models and workflows it names.

Prepare for this job

Built from this posting and from similar jobs on Level.

Skills and AI tools this role asks for

Product ManagementHealthcareCross Functional Leadership

Also common in AI product manager jobs at this level

Pay

Typical AI product manager job
$178k

Use the typical AI product manager figure as a reference when pay comes up. See AI product manager jobs

Questions you could be asked

  1. Tell me about a project where product management was part of your work. What did you do?
  2. Tell me about a project where healthcare was part of your work. What did you do?
  3. Tell me about a project where cross functional leadership was part of your work. What did you do?
  4. Describe a typical day in a role like this one: which parts run through AI directly?
  5. If you removed AI from this role, what would be left, and how do you decide what still needs a human?

Adapt your resume

  • List these exact terms on your resume: Product Management, Healthcare, and Cross Functional Leadership. An applicant tracking system matches the wording, not the idea.
  • Attach one line of real, concrete experience to at least one of them. A tool named with nothing behind it rarely survives a human read.
  • Show where AI is part of your daily process, not a one-off project. This role expects it to be a running habit.

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