Technical Product Manager, Healthcare Physical AI Simulation
for section headings (e.g. About the role, Responsibilities, Requirements, Qualifications, Skills, Benefits, Pay, Schedule). Do NOT repeat the job title as a heading. So we need sections for content present.
We need to parse the posting: It includes description (What You'll Be Doing) and What We Need To See (requirements), Ways To Stand Out (preferred qualifications), salary info (Pay), benefits mention, maybe schedule not mentioned. Also mention base salary range, equity and benefits. Also mention application deadline but we should drop application instructions. Also drop EEO boilerplate, etc.
We need to preserve all substantive information, not invent or summarize away detail. Remove cookie/navigation/legal/EEO/equal-opportunity/scam-warning boilerplate, duplicated lines, and application instructions.
Thus we need sections: About the role (maybe the introductory paragraph?), Responsibilities (What You'll Be Doing), Requirements (What We Need To See), Qualifications (maybe Ways To Stand Out?), Skills (maybe combine?), Benefits (mention equity and benefits), Pay (salary range). Schedule not present, so omit.
We must not create sections with filler text. Ensure each heading has substantive content.
We need to output only HTML fragment, no /, no markdown fences.
Let's extract content.
Introductory paragraph: "We are seeking an exceptional, technically strong, and highly motivated Technical Product Manager to drive NVIDIA's healthcare Physical AI simulation platform. This is a rare opportunity to build foundational enabling technologies at the intersection of physical AI, robotics, simulation, and healthcare, redefining how leading healthcare device and robotics companies develop, train, evaluate, and deploy next-generation Physical AI systems."
That's about the role. Could be About the role.
Responsibilities: The bullet list under "What You'll Be Doing". It's a paragraph with multiple sentences. We can break into - items? The instruction: Use
- for any list of duties/requirements/benefits. The responsibilities are not explicitly bullet list but we can treat each sentence as a duty? Might be better to keep as
prose? The instruction says use
- for any list of duties/requirements/benefits. If it's not a list, we can use
. However we could split into list items for clarity. But we must preserve all substantive information; we can convert sentences into list items, still preserving info. That seems acceptable.
Let's list responsibilities:
- Bring innovative physics simulation to healthcare. Identify and integrate advances in physics simulation into enabling technologies that empower healthcare developers to build and validate solutions across robot learning, in-silicon product development, and in-silicon clinical trials—without owning the end applications themselves.
- Define the product vision and strategy for healthcare Physical AI simulation, spanning classical physics-based and generative simulation, and enabling developers to tackle some of the hardest challenges in healthcare on the path toward Physical AI and in-silicon product development.
- Develop PRDs with clear technical requirements, benchmarks, product metrics, and evaluation frameworks for simulation fidelity, scalability, policy performance, sim-to-real transfer, and developer efficiency.
- Lead cross-functional execution across research, engineering, product, developer relations, marketing, and business development to bring new simulation capabilities from research into open-source releases and production adoption.
- Drive early-access partnerships with healthcare developers, including robotics OEMs and MedTech companies. Translate partner requirements and feedback into detailed platform features and work closely with engineering to deliver them.
- Help build the horizontal NVIDIA stack to enable healthcare use cases. Serve as the interface between Healthcare and NVIDIA's horizontal simulation technologies—including Warp, Newton, Isaac Sim, Isaac Lab, Omniverse, Cosmos, and PhysicsNeMo. Advocate for healthcare requirements in roadmaps you do not own, influence platform priorities through deep technical teamwork, and determine when to upstream capabilities into the core stack versus build healthcare-specific extensions.
- Ship an open, agent-ready platform. Define modularity, installation, documentation, CI quality gates, and release cadence. Ensure capabilities are exposed through tools and skills, making the development pipeline callable through agents, and maintain this agent-ready experience across releases.
- Engage developers and represent the work externally through conferences, developer blogs, workshops, and industry and standards discussions.
That seems fine.
Requirements: "What We Need To See" bullet list.
Let's extract each line:
- 5+ years of related experience in product management or engineering, with hands-on experience in robotics, simulation, or related technical domains.
- Solid understanding of robotics and Physical AI, including robot learning, imitation learning, reinforcement learning, simulation, real-to-sim tuning, and sim-to-real transfer.
- Experience defining products or platforms involving simulation, synthetic data, digital twins, AI models, or developer tools.
- Ability to understand and translate complex technical concepts across physics simulation, generative AI, robotics, and healthcare into clear product strategy, requirements, and roadmaps.
- Proven track record to work with engineering and research teams to define roadmaps, prioritize technical investments, and deliver products.
- Experience working directly with customers, partners, or developers to identify requirements and drive adoption. Demonstrated ability to translate ambiguous customer feedback into specific, testable technical requirements.
- Excellent interpersonal skills, with the ability to articulate sophisticated technical concepts to developers, researchers, and industry partners.
- Graduate degree or equivalent experience in Computer Science, Mechanical Engineering, Robotics, Physics, or an equivalent.
We can put each as
- .
Ways To Stand Out: "Ways To Stand Out From The Crowd" bullet list.
- Hands-on experience developing computer-aided engineering (CAE) solutions, particularly using GPU-accelerated simulation technologies such as Warp, Newton, or PhysX.
- Background in healthcare robotics or medical device development, including an understanding of regulatory considerations around simulation, synthetic data, and in-silicon development.
- Deep expertise in physics-based simulation for medical device development and/or robot learning.
- Experience with world foundation models, generative simulation, or synthetic data generation.
- Publications, patents, or demonstrated technical contributions in robotics, simulation, Physical AI, medical robotics or medical device computational modeling.
We could treat as Qualifications or Skills. The instruction includes Skills as possible heading. We could put under Skills. Or Qualifications. Since we have Requirements (mandatory) and Ways To Stand Out (preferred). Could map Requirements to Requirements heading, Ways To Stand Out to Qualifications or Skills. Let's choose Qualifications for preferred.
Pay: salary range info: "Your base salary will be determined based on your location, experience, and the pay of employees in similar positions. The base salary range is 148,000 USD - 224,250 USD for Level 3, and 168,000 USD - 258,750 USD for Level 4. You will also be eligible for equity and benefits."
We need Pay section with that info. Also Benefits: mention equity and benefits. Could combine? But we should have separate Benefits section if there is content. The posting mentions equity and benefits. So Benefits section: "You will also be eligible for equity and benefits." Could also mention NVIDIA benefits generally but not detailed. We'll keep that.
Schedule: not present, omit.
About the role: we have introductory paragraph. Could also include the first paragraph about opportunity. We'll put that as About the role.
Now we need to ensure we don't include boilerplate like "NVIDIA is widely considered to be one of the technology world’s most desirable employers..." etc. Also drop "Applications for this job will be accepted at least until September 26, 2026." etc. Also drop EEO statements, Job ID, etc.
Thus final HTML:
About the role
We are seeking an exceptional, technically strong, and highly motivated Technical Product Manager to drive NVIDIA's healthcare Physical AI simulation platform. This is a rare opportunity to build foundational enabling technologies at the intersection of physical AI, robotics, simulation, and healthcare, redefining how leading healthcare device and robotics companies develop, train, evaluate, and deploy next-generation Physical AI systems.
Responsibilities
- Bring innovative physics simulation to healthcare. Identify and integrate advances in physics simulation into enabling technologies that empower healthcare developers to build and validate solutions across robot learning, in-silicon product development, and in-silicon clinical trials—without owning the end applications themselves.
- Define the product vision and strategy for healthcare Physical AI simulation, spanning classical physics-based and generative simulation, and enabling developers to tackle some of the hardest challenges in healthcare on the path toward Physical AI and in-silicon product development.
- Develop PRDs with clear technical requirements, benchmarks, product metrics, and evaluation frameworks for simulation fidelity, scalability, policy performance, sim-to-real transfer, and developer efficiency.
- Lead cross-functional execution across research, engineering, product, developer relations, marketing, and business development to bring new simulation capabilities from research into open-source releases and production adoption.
- Drive early-access partnerships with healthcare developers, including robotics OEMs and MedTech companies. Translate partner requirements and feedback into detailed platform features and work closely with engineering to deliver them.
- Help build the horizontal NVIDIA stack to enable healthcare use cases. Serve as the interface between Healthcare and NVIDIA's horizontal simulation technologies—including Warp, Newton, Isaac Sim, Isaac Lab, Omniverse, Cosmos, and PhysicsNeMo. Advocate for healthcare requirements in roadmaps you do not own, influence platform priorities through deep technical teamwork, and determine when to upstream capabilities into the core stack versus build healthcare-specific extensions.
- Ship an open, agent-ready platform. Define modularity, installation, documentation, CI quality gates, and release cadence. Ensure capabilities are exposed through tools and skills, making the development pipeline callable through agents, and maintain this agent-ready experience across releases.
- Engage developers and represent the work externally through conferences, developer blogs, workshops, and industry and standards discussions.
Requirements
- 5+ years of related experience in product management or engineering, with hands-on experience in robotics, simulation, or related technical domains.
- Solid understanding of robotics and Physical AI, including robot learning, imitation learning, reinforcement learning, simulation, real-to-sim tuning, and sim-to-real transfer.
- Experience defining products or platforms involving simulation, synthetic data, digital twins, AI models, or developer tools.
- Ability to understand and translate complex technical concepts across physics simulation, generative AI, robotics, and healthcare into clear product strategy, requirements, and roadmaps.
- Proven track record to work with engineering and research teams to define roadmaps, prioritize technical investments, and deliver products.
- Experience working directly with customers, partners, or developers to identify requirements and drive adoption. Demonstrated ability to translate ambiguous customer feedback into specific, testable technical requirements.
- Excellent interpersonal skills, with the ability to articulate sophisticated technical concepts to developers, researchers, and industry partners.
- Graduate degree or equivalent experience in Computer Science, Mechanical Engineering, Robotics, Physics, or an equivalent.
Qualifications
- Hands-on experience developing computer-aided engineering (CAE) solutions, particularly using GPU-accelerated simulation technologies such as Warp, Newton, or PhysX.
- Background in healthcare robotics or medical device development, including an understanding of regulatory considerations around simulation, synthetic data, and in-silicon development.
- Deep expertise in physics-based simulation for medical device development and/or robot learning.
- Experience with world foundation models, generative simulation, or synthetic data generation.
- Publications, patents, or demonstrated technical contributions in robotics, simulation, Physical AI, medical robotics or
- for any list of duties/requirements/benefits. The responsibilities are not explicitly bullet list but we can treat each sentence as a duty? Might be better to keep as
prose? The instruction says use
- for any list of duties/requirements/benefits. If it's not a list, we can use
. However we could split into list items for clarity. But we must preserve all substantive information; we can convert sentences into list items, still preserving info. That seems acceptable. Let's list responsibilities: - Bring innovative physics simulation to healthcare. Identify and integrate advances in physics simulation into enabling technologies that empower healthcare developers to build and validate solutions across robot learning, in-silicon product development, and in-silicon clinical trials—without owning the end applications themselves. - Define the product vision and strategy for healthcare Physical AI simulation, spanning classical physics-based and generative simulation, and enabling developers to tackle some of the hardest challenges in healthcare on the path toward Physical AI and in-silicon product development. - Develop PRDs with clear technical requirements, benchmarks, product metrics, and evaluation frameworks for simulation fidelity, scalability, policy performance, sim-to-real transfer, and developer efficiency. - Lead cross-functional execution across research, engineering, product, developer relations, marketing, and business development to bring new simulation capabilities from research into open-source releases and production adoption. - Drive early-access partnerships with healthcare developers, including robotics OEMs and MedTech companies. Translate partner requirements and feedback into detailed platform features and work closely with engineering to deliver them. - Help build the horizontal NVIDIA stack to enable healthcare use cases. Serve as the interface between Healthcare and NVIDIA's horizontal simulation technologies—including Warp, Newton, Isaac Sim, Isaac Lab, Omniverse, Cosmos, and PhysicsNeMo. Advocate for healthcare requirements in roadmaps you do not own, influence platform priorities through deep technical teamwork, and determine when to upstream capabilities into the core stack versus build healthcare-specific extensions. - Ship an open, agent-ready platform. Define modularity, installation, documentation, CI quality gates, and release cadence. Ensure capabilities are exposed through tools and skills, making the development pipeline callable through agents, and maintain this agent-ready experience across releases. - Engage developers and represent the work externally through conferences, developer blogs, workshops, and industry and standards discussions. That seems fine. Requirements: "What We Need To See" bullet list. Let's extract each line: - 5+ years of related experience in product management or engineering, with hands-on experience in robotics, simulation, or related technical domains. - Solid understanding of robotics and Physical AI, including robot learning, imitation learning, reinforcement learning, simulation, real-to-sim tuning, and sim-to-real transfer. - Experience defining products or platforms involving simulation, synthetic data, digital twins, AI models, or developer tools. - Ability to understand and translate complex technical concepts across physics simulation, generative AI, robotics, and healthcare into clear product strategy, requirements, and roadmaps. - Proven track record to work with engineering and research teams to define roadmaps, prioritize technical investments, and deliver products. - Experience working directly with customers, partners, or developers to identify requirements and drive adoption. Demonstrated ability to translate ambiguous customer feedback into specific, testable technical requirements. - Excellent interpersonal skills, with the ability to articulate sophisticated technical concepts to developers, researchers, and industry partners. - Graduate degree or equivalent experience in Computer Science, Mechanical Engineering, Robotics, Physics, or an equivalent. We can put each as
- .
Ways To Stand Out: "Ways To Stand Out From The Crowd" bullet list.
- Hands-on experience developing computer-aided engineering (CAE) solutions, particularly using GPU-accelerated simulation technologies such as Warp, Newton, or PhysX.
- Background in healthcare robotics or medical device development, including an understanding of regulatory considerations around simulation, synthetic data, and in-silicon development.
- Deep expertise in physics-based simulation for medical device development and/or robot learning.
- Experience with world foundation models, generative simulation, or synthetic data generation.
- Publications, patents, or demonstrated technical contributions in robotics, simulation, Physical AI, medical robotics or medical device computational modeling.
We could treat as Qualifications or Skills. The instruction includes Skills as possible heading. We could put under Skills. Or Qualifications. Since we have Requirements (mandatory) and Ways To Stand Out (preferred). Could map Requirements to Requirements heading, Ways To Stand Out to Qualifications or Skills. Let's choose Qualifications for preferred.
Pay: salary range info: "Your base salary will be determined based on your location, experience, and the pay of employees in similar positions. The base salary range is 148,000 USD - 224,250 USD for Level 3, and 168,000 USD - 258,750 USD for Level 4. You will also be eligible for equity and benefits."
We need Pay section with that info. Also Benefits: mention equity and benefits. Could combine? But we should have separate Benefits section if there is content. The posting mentions equity and benefits. So Benefits section: "You will also be eligible for equity and benefits." Could also mention NVIDIA benefits generally but not detailed. We'll keep that.
Schedule: not present, omit.
About the role: we have introductory paragraph. Could also include the first paragraph about opportunity. We'll put that as About the role.
Now we need to ensure we don't include boilerplate like "NVIDIA is widely considered to be one of the technology world’s most desirable employers..." etc. Also drop "Applications for this job will be accepted at least until September 26, 2026." etc. Also drop EEO statements, Job ID, etc.
Thus final HTML:
About the role
We are seeking an exceptional, technically strong, and highly motivated Technical Product Manager to drive NVIDIA's healthcare Physical AI simulation platform. This is a rare opportunity to build foundational enabling technologies at the intersection of physical AI, robotics, simulation, and healthcare, redefining how leading healthcare device and robotics companies develop, train, evaluate, and deploy next-generation Physical AI systems.
Responsibilities
- Bring innovative physics simulation to healthcare. Identify and integrate advances in physics simulation into enabling technologies that empower healthcare developers to build and validate solutions across robot learning, in-silicon product development, and in-silicon clinical trials—without owning the end applications themselves.
- Define the product vision and strategy for healthcare Physical AI simulation, spanning classical physics-based and generative simulation, and enabling developers to tackle some of the hardest challenges in healthcare on the path toward Physical AI and in-silicon product development.
- Develop PRDs with clear technical requirements, benchmarks, product metrics, and evaluation frameworks for simulation fidelity, scalability, policy performance, sim-to-real transfer, and developer efficiency.
- Lead cross-functional execution across research, engineering, product, developer relations, marketing, and business development to bring new simulation capabilities from research into open-source releases and production adoption.
- Drive early-access partnerships with healthcare developers, including robotics OEMs and MedTech companies. Translate partner requirements and feedback into detailed platform features and work closely with engineering to deliver them.
- Help build the horizontal NVIDIA stack to enable healthcare use cases. Serve as the interface between Healthcare and NVIDIA's horizontal simulation technologies—including Warp, Newton, Isaac Sim, Isaac Lab, Omniverse, Cosmos, and PhysicsNeMo. Advocate for healthcare requirements in roadmaps you do not own, influence platform priorities through deep technical teamwork, and determine when to upstream capabilities into the core stack versus build healthcare-specific extensions.
- Ship an open, agent-ready platform. Define modularity, installation, documentation, CI quality gates, and release cadence. Ensure capabilities are exposed through tools and skills, making the development pipeline callable through agents, and maintain this agent-ready experience across releases.
- Engage developers and represent the work externally through conferences, developer blogs, workshops, and industry and standards discussions.
Requirements
- 5+ years of related experience in product management or engineering, with hands-on experience in robotics, simulation, or related technical domains.
- Solid understanding of robotics and Physical AI, including robot learning, imitation learning, reinforcement learning, simulation, real-to-sim tuning, and sim-to-real transfer.
- Experience defining products or platforms involving simulation, synthetic data, digital twins, AI models, or developer tools.
- Ability to understand and translate complex technical concepts across physics simulation, generative AI, robotics, and healthcare into clear product strategy, requirements, and roadmaps.
- Proven track record to work with engineering and research teams to define roadmaps, prioritize technical investments, and deliver products.
- Experience working directly with customers, partners, or developers to identify requirements and drive adoption. Demonstrated ability to translate ambiguous customer feedback into specific, testable technical requirements.
- Excellent interpersonal skills, with the ability to articulate sophisticated technical concepts to developers, researchers, and industry partners.
- Graduate degree or equivalent experience in Computer Science, Mechanical Engineering, Robotics, Physics, or an equivalent.
Qualifications
- Hands-on experience developing computer-aided engineering (CAE) solutions, particularly using GPU-accelerated simulation technologies such as Warp, Newton, or PhysX.
- Background in healthcare robotics or medical device development, including an understanding of regulatory considerations around simulation, synthetic data, and in-silicon development.
- Deep expertise in physics-based simulation for medical device development and/or robot learning.
- Experience with world foundation models, generative simulation, or synthetic data generation.
- Publications, patents, or demonstrated technical contributions in robotics, simulation, Physical AI, medical robotics or
- for any list of duties/requirements/benefits. If it's not a list, we can use