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Practising for the listing Senior Product Manager, ClinicalAI Real-World Data (RWD). Its requirements are filled in below. When you have an answer you like, paste it with your CV in Career Mirror to see which of the job's skills it shows.

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Senior Product Manager, ClinicalAI Real-World Data (RWD)
POSITION SUMMARY:

Natera's Real-World Data (RWD) ClinicalAI team turns clinical documents into structured data. The team has developed a platform that is now integral to Natera’s key initiatives leveraging RWD. In this role, you will own the experience of the people who work in the platform for their day to day operations. You will also own agentic workflows end to end: translating a stakeholder team's process into reliable, repeatable automation, deciding where AI agents act and where people interact, and making sure the final output is something the team can actually use.

This is an individual-contributor PM role: you'll shadow users, dig into the data yourself, write the requirements, and drive changes from idea to rollout, continuously focused on efficiency and innovation for your users. You will partner closely with engineering, software quality, and clinical teams that consume the data.

If you like making complex, high-volume workflows simple for expert users, turning AI agents into outputs people trust and act on, and seeing the improvement show up in the numbers, you will enjoy this role.

PRIMARY RESPONSIBILITIES:

• Own the user-experience backlog and priorities for the user-facing application, including case review and editing, document navigation and evidence, work queues, and administrative review, in line with the overall platform roadmap.

• Increase efficiencies without tradeoffs to accuracy: shadow end users, measure where the time goes, and validate problems before they become backlog commitments.

• Turn intricate, multi-step review workflows into clear, intuitive interfaces.

• Own how new AI capabilities appear to end users; define the experience, pilot with leads, and roll out without disrupting live production work.

• Own agentic workflows end to end, from discovery through launch, validation, and iteration: translate a stakeholder team's needs into a phased workflow, decide where AI agents act and where people stay in the loop, and make sure the result is accurate, auditable, and efficient at scale.

• Deliver usable outputs to stakeholder teams across the business: agree on what a finished output looks like and how success is measured, confirm it is used in their work, and close the loop when it is not.

• Partner with the AI scientists and engineers to take agent prototypes to production: weigh evaluation results for user and stakeholder impact, decide how much autonomy a workflow is ready for, and own the pilot, rollout, and success metric.

• Own the onboarding playbook for new user groups, including internal teams and vendor partners: access and roles, training cases in the test environment, team-lead setup, and support materials.

• Plan user-facing releases so changes are tested, communicated, and adopted, with documentation and training built alongside clinical leads.

• Replace manual work with self-service: own the user experience and rollout of an in-platform workflows and drive adoption of self-service project setup by delivery teams.

• Define and track KPIs; use those metrics to guide priorities.

• Own what happens after launch: measure adoption, iterate, and retire workarounds and manual processes once the product replaces them.

QUALIFICATIONS:

• Bachelor's degree or equivalent practical experience, plus 5+ years of product management experience, including launching two or more user-facing software products or major releases.

• Experience owning workflow software that expert users rely on all day, such as data abstraction or curation, annotation or labeling tools, clinical operations, or case management, where user productivity and data quality are the core metrics.

• Strong, hands-on experience with agentic AI: you have defined and shipped products built on LLM-based agents or agentic workflows, and you understand evaluation, guardrails, and human-in-the-loop design well enough to make tradeoffs with engineers and AI scientists.

• AI-native working style: you use AI tools every day to accelerate product discovery, synthesize user research, analyze data, draft requirements, prototype workflows, and pressure test ideas.

• A track record of taking AI workflows from prototype to production, not just proofs of concept, and delivering them end to end to a business stakeholder with clear acceptance criteria and measured adoption.

• A keen UX sensibility and a high bar for product craft: you have shaped complex, multi-step workflows into intuitive interfaces, working closely with designers and engineers.

• Hands-on user research and continuous product-improvement curiosity: you shadow users, run usability tests, ask why users work around the product, and turn observations into prioritized changes.

• Experience bringing order to high-volume request streams and rolling out changes to large or distributed user groups, including vendor teams, with severity rules, response targets, training, and change management.

• Hands-on with data: comfortable writing SQL or using equivalent tools to check status, investigate issues, and measure outcomes.

• Backlog ownership in an Agile team: writing user stories and acceptance criteria in Jira and working through sprint planning with engineering and QA.

• Clear written and verbal communication with end users, engineers, and operations leads, including documentation and training material people actually use.

PREFERRED:

• Experience with real-world data, clinical chart abstraction, or human-in-the-loop data-quality programs.

• Fluency in oncology or clinical concepts, such as diagnoses, lines of therapy, biomarkers, and staging, or the ability to ramp quickly alongside clinical partners.

• Experience shipping AI-assisted workflows where people review model output, such as pre-filled values, confidence cues, or recommendations.

• Experience in regulated healthcare, including HIPAA and PHI handling.

The pay range is listed and actual compensation packages are based on a wide array of factors unique to each candidate, including but not limited to skill set, years & depth of experience, certifications and specific office location. This may differ in other locations due to cost of labor considerations.
Remote USA
$165,800 — $207,300 USD

OUR OPPORTUNITY

Natera™ is a global leader in cell-free DNA (cfDNA) testing, dedicated to oncology, women’s health, and organ health. Our aim is to make personalized genetic testing and diagnostics part of the standard of care to protect health and enable earlier and more targeted interventions that lead to longer, healthier lives.

The Natera team consists of highly dedicated statisticians, geneticists, doctors, laboratory scientists, business professionals, software engineers and many other professionals from world-class institutions, who care deeply for our work and each other. When you join Natera, you’ll work hard and grow quickly. Working alongside the elite of the industry, you’ll be stretched and challenged, and take pride in being part of a company that is changing the landscape of genetic disease management.

WHAT WE OFFER

Competitive Benefits - Employee benefits include comprehensive medical, dental, vision, life and disability plans for eligible employees and their dependents. Additionally, Natera employees and their immediate families receive free testing in addition to fertility care benefits. Other benefits include pregnancy and baby bonding leave, 401k benefits, commuter benefits and much more. We also offer a generous employee referral program!

For more information, visit www.natera.com .

Natera is proud to be an Equal Opportunity Employer. We are committed to ensuring a diverse and inclusive workplace environment, and welcome people of different backgrounds, experiences, abilities and perspectives. Inclusive collaboration benefits our employees, our community and our patients, and is critical to our mission of changing the management of disease worldwide.

All qualified applicants are encouraged to apply, and will be considered without regard to race, color, religion, gender, gender identity or expression, sexual orientation, national origin, genetics, age, veteran status, disability or any other legally protected status. We also consider qualified applicants regardless of criminal histories, consistent with applicable laws.

If you are based in California, we encourage you to read this important information for California residents.

Link: https://www.natera.com/notice-of-data-collection-california-residents/

Please be advised that Natera will reach out to candidates with a @ natera.com email domain ONLY. Email communications from all other domain names are not from Natera or its employees and are fraudulent. Natera does not request interviews via text messages and does not ask for personal information until a candidate has engaged with the company and has spoken to a recruiter and the hiring team. Natera takes cyber crimes seriously, and will collaborate with law enforcement authorities to prosecute any related cyber crimes.

For more information:
- BBB announcement on job scams
- FBI Cyber Crime resource page

Requirements found here choose your questions.

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Requirements found

Writing (must) Editing Training (must) Onboarding Sql (must) Jira (must) Agile (must)

What this posting asks for

Level: Manager — The title says "Manager".

Main responsibilities

Own the user-experience backlog and priorities for the user-facing application, including case review and editing, document navigation and evidence, work que…
Own how new AI capabilities appear to end users;
Own agentic workflows end to end, from discovery through launch, validation, and iteration: translate a stakeholder team's needs into a phased workflow, deci…
Deliver usable outputs to stakeholder teams across the business: agree on what a finished output looks like and how success is measured, confirm it is used i…
Partner with the AI scientists and engineers to take agent prototypes to production: weigh evaluation results for user and stakeholder impact, decide how muc…
Own the onboarding playbook for new user groups, including internal teams and vendor partners: access and roles, training cases in the test environment, team…
Plan user-facing releases so changes are tested, communicated, and adopted, with documentation and training built alongside clinical leads.
Own what happens after launch: measure adoption, iterate, and retire workarounds and manual processes once the product replaces them.

Competencies an interviewer will look for

Technical skill Core
In the posting: “You will partner closely with engineering, software quality, and clinical teams that consume the data.” · “Bachelor's degree or equivalent practical experience, plus 5+ years of product management experience, including launching two or more user-facing software pr…” · “Experience owning workflow software that expert users rely on all day, such as data abstraction or curation, annotation or labeling tools, clinical operation…”
Show it by: Names the tools, languages or systems used and how; Explains a technical choice and its trade-off.
Problem solving Core
In the posting: “Hands-on with data: comfortable writing SQL or using equivalent tools to check status, investigate issues, and measure outcomes.” · “Fluency in oncology or clinical concepts, such as diagnoses, lines of therapy, biomarkers, and staging, or the ability to ramp quickly alongside clinical par…” · “Our aim is to make personalized genetic testing and diagnostics part of the standard of care to protect health and enable earlier and more targeted intervent…”
Show it by: Describes a real problem, the options considered and the one chosen; Shows how the cause was found, not just the fix.
Communication Core
In the posting: “Plan user-facing releases so changes are tested, communicated, and adopted, with documentation and training built alongside clinical leads.” · “Clear written and verbal communication with end users, engineers, and operations leads, including documentation and training material people actually use.” · “Email communications from all other domain names are not from Natera or its employees and are fraudulent.”
Show it by: Adapts the message to the listener; Gives an example of explaining something clearly in writing or speech.
Teamwork and collaboration Core
In the posting: “Partner with the AI scientists and engineers to take agent prototypes to production: weigh evaluation results for user and stakeholder impact, decide how muc…” · “Inclusive collaboration benefits our employees, our community and our patients, and is critical to our mission of changing the management of disease worldwide.” · “Natera takes cyber crimes seriously, and will collaborate with law enforcement authorities to prosecute any related cyber crimes.”
Show it by: Says what they did inside a team, not only what 'we' did; Shows how a disagreement was handled.
Ownership and accountability Core
In the posting: “In this role, you will own the experience of the people who work in the platform for their day to day operations.” · “You will also own agentic workflows end to end: translating a stakeholder team's process into reliable, repeatable automation, deciding where AI agents act a…” · “Own the user-experience backlog and priorities for the user-facing application, including case review and editing, document navigation and evidence, work que…”
Show it by: Takes a task from start to finish without being chased; Owns a mistake and what was changed after it.
Customer focus Core
In the posting: “Increase efficiencies without tradeoffs to accuracy: shadow end users, measure where the time goes, and validate problems before they become backlog commitme…” · “Own how new AI capabilities appear to end users;” · “Replace manual work with self-service: own the user experience and rollout of an in-platform workflows and drive adoption of self-service project setup by de…”
Show it by: Puts the customer's need in their own words; Shows a result for the customer, not only for the company.
Planning and organisation Core
In the posting: “Own the user-experience backlog and priorities for the user-facing application, including case review and editing, document navigation and evidence, work que…” · “Plan user-facing releases so changes are tested, communicated, and adopted, with documentation and training built alongside clinical leads.” · “use those metrics to guide priorities.”
Show it by: Shows how priorities were set when everything was urgent; Mentions deadlines met and how.
Data and analysis Core
In the posting: “Natera's Real-World Data (RWD) ClinicalAI team turns clinical documents into structured data.” · “This is an individual-contributor PM role: you'll shadow users, dig into the data yourself, write the requirements, and drive changes from idea to rollout, c…” · “You will partner closely with engineering, software quality, and clinical teams that consume the data.”
Show it by: Uses a number to describe the situation or the result; Explains what the data showed and what was done with it.
Attention to detail and quality Core
In the posting: “You will partner closely with engineering, software quality, and clinical teams that consume the data.” · “Increase efficiencies without tradeoffs to accuracy: shadow end users, measure where the time goes, and validate problems before they become backlog commitme…” · “Own agentic workflows end to end, from discovery through launch, validation, and iteration: translate a stakeholder team's needs into a phased workflow, deci…”
Show it by: Gives an example of an error caught before it caused harm; Names the check or standard they used.
Stakeholder management Core
In the posting: “You will also own agentic workflows end to end: translating a stakeholder team's process into reliable, repeatable automation, deciding where AI agents act a…” · “Own agentic workflows end to end, from discovery through launch, validation, and iteration: translate a stakeholder team's needs into a phased workflow, deci…” · “Deliver usable outputs to stakeholder teams across the business: agree on what a finished output looks like and how success is measured, confirm it is used i…”
Show it by: Shows how they aligned people with different goals; Explains how they handled a 'no' from someone senior.
Adaptability and learning Supporting
In the posting: “Hands-on user research and continuous product-improvement curiosity: you shadow users, run usability tests, ask why users work around the product, and turn o…”
Show it by: Describes learning something new quickly and using it; Shows a change of plan and how they adjusted.

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Practice questions

Tell me about yourself. Dedicated step-by-step practice.
If an interviewer asks something improper How to respond to questions about age, family, origin or health.
Built from this posting (8):
Walk me through a piece of work where you used your strongest technical skill. What exactly did you do? From this posting
Tell me about a difficult problem you solved at work. How did you find the cause? From this posting
Tell me about a time you had to explain something complex to someone outside your field. From this posting
Describe a time you worked with another team to deliver something. What was your part? From this posting
How have you used writing in your work? Walk me through one real example. From this posting
Tell me about a problem you solved using training. From this posting
Tell me about a time you helped someone on your team get better at their work. From this posting
Describe a time your plans changed suddenly. How did you adjust? From this posting
This posting reads as Product management: its questions come first.
Tell me about a product decision you made based on what users told you. Product management
You have ten feature requests and capacity for three. How do you choose? Product management
Describe a time you had to say no to a senior stakeholder. Product management
How do you decide whether a feature you launched worked? Product management
Tell me about a launch that involved several teams. What was your role? Product management
A key feature is late and the launch date is fixed. What do you do? Product management
How do you write requirements so that engineers and designers build the right thing? Product management
Tell me about a product failure you were responsible for. Product management
Walk me through how you would check whether a report's numbers are right.
Describe a time you handled an upset customer or colleague.
Tell me about a time you had several deadlines at once. How did you decide what to do first?
Give an example of a mistake you caught before it caused a problem.
Tell me about a time you taught someone how to do something.
Describe a time you took the lead without being asked.
Tell me about a time you had to explain something complicated in simple terms.
Describe a process you improved.
Do you have any questions for us?
Why do you want to work here?
Why is there a gap in your employment? Difficult question
Why did you leave your last job? Difficult question
Why are you changing careers? Difficult question
What is your greatest weakness? Difficult question
What are your salary expectations? Difficult question
You seem overqualified for this role. Why do you want it? Difficult question
Improper-question practice: How old are you? / Do you have children? / Where are you from originally?
A customer is angry about a delay you did not cause. What do you do?
How do you keep track of many open customer requests?
Tell me about a time you could not give a customer what they wanted.
You find that the inventory count does not match the system. What do you do?
Tell me about a time a shipment or delivery went wrong.
How do you make sure safety rules are followed on a busy shift?
Two managers ask you to book the same room at the same time. What do you do?
How have you used spreadsheets in your work?
Tell me about a time you had to enter or check a lot of data accurately.
Tell me about a sale or agreement you are proud of.
A prospect says your price is too high. How do you respond?
How do you keep your pipeline organised?
Tell me about a technical problem you solved on your own.
You find a bug right before a release. What do you do?