Sr Product Manager-Technical, SCOT Forecasting & Labs
. Then "Key job responsibilities" list: bullet points after "Specifically, as a Sr PM-T in forecasting, you will be responsible for:" then list items. Those are responsibilities. Then "A day in the life" then paragraph about benefits. Actually after responsibilities there is "A day in the life Amazon offers a full range of benefits..." That's benefits. Then "Basic Qualifications" list: bullet points. Then "Preferred Qualifications" list: bullet points. Then there is salary range: "USA, NY, New York - 166,300.00 - 225,000.00 USD annually". That's Pay. Benefits: we have benefits paragraph earlier and later more details. We'll combine. Schedule: not mentioned. So omit Schedule section. Skills: maybe we can derive from qualifications? But we should not invent. The posting doesn't have a separate Skills section. Could we create Skills from qualifications? Probably not; we should only include sections with real specific content. There's no explicit Skills heading. So omit Skills. Thus sections: About the role, Responsibilities, Requirements? The posting has Basic Qualifications and Preferred Qualifications. Could combine into Requirements? The instruction: use headings like Requirements, Qualifications, Skills, Benefits, Pay, Schedule. We have both Basic and Preferred Qualifications. Could put them under Qualifications (maybe split into Basic and Preferred as subpoints). Or we could have Requirements (basic) and Qualifications (preferred). But we need to decide. The instruction: "Use
for section headings (e.g. About the role, Responsibilities, Requirements, Qualifications, Skills, Benefits, Pay, Schedule)." So we can choose which to include. We have content for About the role, Responsibilities, Qualifications (both basic and preferred), Benefits, Pay. We could treat Basic Qualifications as Requirements and Preferred Qualifications as Qualifications (or vice versa). Let's map:
- Requirements: Basic Qualifications (must-haves)
- Qualifications: Preferred Qualifications (nice-to-haves)
Thus we will have sections: About the role, Responsibilities, Requirements, Qualifications, Benefits, Pay.
We must not include empty sections.
Now we need to format lists with - . For prose use
.
We must preserve all substantive information, not invent or summarize away detail. So we need to keep each bullet point exactly as given (or close). Must not drop any detail.
Let's extract content.
About the role: The initial paragraphs before "Key job responsibilities". Let's capture:
"Amazon operates the world's most complex supply chain — fulfilling global demand for hundreds of millions of products at lighting fast delivery speeds. A core part of making this possible is predicting the future: How much will customers order? How long will new inventory take to arrive? What is the long-term customer impact of changes in availability and delivery speed? And much more. We address these questions through state-of-the-art machine learning systems that generate hundreds of millions of fine-grained predictions. These forecasts are automatically consumed by systems that order, store, and route inventory — ensuring customers find the products they want, when they need them, and delivered faster than ever. Our work spans the full lifecycle: from foundational research and large-scale experimentation to production deployment and downstream impact measurement. We need your skills to help us push the boundaries of what's possible. Amazon's SCOT Forecasting team is looking for a Sr. Product Manager-Tech with a proven ability to influence across multiple organizations and drive innovation at scale. In this role, you will define and drive the long-term vision for both established and greenfield forecasting products within an ever-evolving supply chain landscape. You will partner closely with scientists and engineers to build interfaces for state-of-the-art deep learning-based systems that generate the predictions and estimates required to optimize Amazon's supply chain at scale. This role offers a unique opportunity to learn how we bring advanced science — including Deep Learning, Foundation Models, and Large Language Models — out of the lab and into production systems that serve Amazon's worldwide supply chain. And we're focused on doing it faster than ever"
That's the about.
Now Responsibilities: list after "Specifically, as a Sr PM-T in forecasting, you will be responsible for:" then bullet points:
- Working backwards from customer problems to define the 3-5 year vision for Forecasting products, and working with scientists and engineering to achieve that vision
- Driving strategic communications (e.g. decision narratives, investment proposals)
- Communicating, earning trust, and influencing stakeholders from multiple organizations
- Working backwards from customers in the supply chain and business units to proactively identify opportunities
- Experimenting and scaling new products and models from prototype to production worldwide
- Diving into technical solutions and alternatives to understand areas of opportunity, defects, and customer needs
We need to keep each as
- .
Now Requirements (Basic Qualifications): list after "Basic Qualifications". Items:
- 5+ years of product or program management, product marketing, business development or technology experience
- Bachelor's degree
- Experience with feature delivery and tradeoffs of a product
- Experience owning/driving roadmap strategy and definition
- Experience with end to end product delivery
- Experience contributing to engineering discussions around technology decisions and strategy related to a product
- Experience managing technical products or online services
- Experience in representing and advocating for a variety of critical customers and stakeholders during executive-level prioritization and planning
Now Qualifications (Preferred Qualifications): list after "Preferred Qualifications". Items:
- Experience performing statistical analysis of data using SQL, Excel and other tools
- Experience in building and driving adoption of new tools
Now Benefits: we have two paragraphs: first after "A day in the life": "Amazon offers a full range of benefits that support you and eligible family members, including domestic partners and their children. Benefits can vary by location, the number of regularly scheduled hours you work, length of employment, and job status such as seasonal or temporary employment. The benefits that generally apply to regular, full-time employees include: Medical, Dental, and Vision Coverage Maternity and Parental Leave Options Paid Time Off (PTO) 401(k) Plan"
Then later: "Amazon also offers comprehensive benefits including health insurance (medical, dental, vision, prescription, Basic Life & AD&D insurance and option for Supplemental life plans, EAP, Mental Health Support, Medical Advice Line, Flexible Spending Accounts, Adoption and Surrogacy Reimbursement coverage), 401(k) matching, paid time off, and parental leave. Learn more about our benefits at https://amazon.jobs/en/benefits."
We need to preserve all substantive info. Combine into a single benefits section, maybe as a paragraph or list. Since it's a list of benefits, we could use
- . But the instruction: Use
- for any list of duties/requirements/benefits. So we should list benefits as items.
Let's extract distinct benefits:
From first paragraph:
- Medical, Dental, and Vision Coverage
- Maternity and Parental Leave Options
- Paid Time Off (PTO)
- 401(k) Plan
From second paragraph:
- health insurance (medical, dental, vision, prescription, Basic Life & AD&D insurance and option for Supplemental life plans, EAP, Mental Health Support, Medical Advice Line, Flexible Spending Accounts, Adoption and Surrogacy Reimbursement coverage)
- 401(k) matching
- paid time off
- parental leave
Note some overlap. We should preserve all info, not deduplicate? The instruction: "Preserve ALL substantive information; do NOT invent or summarize away detail." If we deduplicate we might lose detail? But overlapping info is same; we could keep both but it's redundant. However we could combine but must not lose detail. Safer to list each benefit as mentioned, even if duplicates. But we could combine similar items but keep details. Let's produce a list that includes each distinct benefit with details as given.
We could structure as:
- Medical, Dental, and Vision Coverage
- Maternity and Parental Leave Options
- Paid Time Off (PTO)
- 401(k) Plan
- Health insurance (medical, dental, vision, prescription, Basic Life & AD&D insurance, option for Supplemental life plans, EAP, Mental Health Support, Medical Advice Line, Flexible Spending Accounts, Adoption and Surrogacy Reimbursement coverage)
- 401(k) matching
- Paid time off (again)
- Parental leave (again)
But that repeats. Might be okay but could be considered summarizing away detail? Not really. However we could note that the second paragraph adds details to health insurance and includes 401(k) matching, paid time off, parental leave. We could keep first list and then add the additional details as separate items: health insurance details, 401(k) matching, paid time off, parental leave. But we already have paid time off and parental leave in first list; we could keep them and note that they are also offered with details? Might be redundant but still preserving.
Better to produce a single list that captures all unique benefits with details where provided. For paid time off and parental leave we already have generic; second paragraph adds nothing new except that they are offered (already). So we can keep generic.
Thus benefits list:
- Medical, Dental, and Vision Coverage
- Maternity and Parental Leave Options
- Paid Time Off (PTO)
- 401(k) Plan
- Health insurance (medical, dental, vision, prescription, Basic Life & AD&D insurance, option for Supplemental life plans, EAP, Mental Health Support, Medical Advice Line, Flexible Spending Accounts, Adoption and Surrogacy Reimbursement coverage)
- 401(k) matching
But we lost the explicit mention of "401(k) Plan" vs "401(k) matching". The first paragraph mentions 401(k) Plan; second adds 401(k) matching. So we keep both.
Now Pay: we have salary range: "USA, NY, New York - 166,300.00 - 225,000.00 USD annually". Also mention sign-on payments and RSUs: "Your Amazon package will include sign-on payments and restricted stock units (RSUs). Final compensation will be determined based on factors including experience, qualifications, and location." Also mention base salary range. So we need to include all that.
Thus Pay section: maybe a paragraph with that info.
Now we must not include any boilerplate like EEO, accommodation, etc. Remove those.
Now produce HTML fragment.
Structure:
About the role
... (the about text)
Responsibilities
- ...
...
Requirements
- ...
...
Qualifications
- ...
...
Benefits
- ...
...
Pay
...
Make sure no extra whitespace? It's fine.
Now verify we didn't miss any substantive info: The "A day in the life" heading is not needed; we used its content for benefits. The "If you are not sure that every qualification on the list above describes you exactly, we'd still love to hear from you!" is boilerplate encouragement; should be removed. Also "At Amazon, we value people with unique backgrounds..." etc. Remove.
Also "Learn more about our benefits at https://amazon.jobs/en/benefits." is a link
. We must preserve all substantive information, not invent or summarize away detail. So we need to keep each bullet point exactly as given (or close). Must not drop any detail. Let's extract content. About the role: The initial paragraphs before "Key job responsibilities". Let's capture: "Amazon operates the world's most complex supply chain — fulfilling global demand for hundreds of millions of products at lighting fast delivery speeds. A core part of making this possible is predicting the future: How much will customers order? How long will new inventory take to arrive? What is the long-term customer impact of changes in availability and delivery speed? And much more. We address these questions through state-of-the-art machine learning systems that generate hundreds of millions of fine-grained predictions. These forecasts are automatically consumed by systems that order, store, and route inventory — ensuring customers find the products they want, when they need them, and delivered faster than ever. Our work spans the full lifecycle: from foundational research and large-scale experimentation to production deployment and downstream impact measurement. We need your skills to help us push the boundaries of what's possible. Amazon's SCOT Forecasting team is looking for a Sr. Product Manager-Tech with a proven ability to influence across multiple organizations and drive innovation at scale. In this role, you will define and drive the long-term vision for both established and greenfield forecasting products within an ever-evolving supply chain landscape. You will partner closely with scientists and engineers to build interfaces for state-of-the-art deep learning-based systems that generate the predictions and estimates required to optimize Amazon's supply chain at scale. This role offers a unique opportunity to learn how we bring advanced science — including Deep Learning, Foundation Models, and Large Language Models — out of the lab and into production systems that serve Amazon's worldwide supply chain. And we're focused on doing it faster than ever" That's the about. Now Responsibilities: list after "Specifically, as a Sr PM-T in forecasting, you will be responsible for:" then bullet points: - Working backwards from customer problems to define the 3-5 year vision for Forecasting products, and working with scientists and engineering to achieve that vision - Driving strategic communications (e.g. decision narratives, investment proposals) - Communicating, earning trust, and influencing stakeholders from multiple organizations - Working backwards from customers in the supply chain and business units to proactively identify opportunities - Experimenting and scaling new products and models from prototype to production worldwide - Diving into technical solutions and alternatives to understand areas of opportunity, defects, and customer needs We need to keep each as
- . But the instruction: Use
- for any list of duties/requirements/benefits. So we should list benefits as items.
Let's extract distinct benefits:
From first paragraph:
- Medical, Dental, and Vision Coverage
- Maternity and Parental Leave Options
- Paid Time Off (PTO)
- 401(k) Plan
From second paragraph:
- health insurance (medical, dental, vision, prescription, Basic Life & AD&D insurance and option for Supplemental life plans, EAP, Mental Health Support, Medical Advice Line, Flexible Spending Accounts, Adoption and Surrogacy Reimbursement coverage)
- 401(k) matching
- paid time off
- parental leave
Note some overlap. We should preserve all info, not deduplicate? The instruction: "Preserve ALL substantive information; do NOT invent or summarize away detail." If we deduplicate we might lose detail? But overlapping info is same; we could keep both but it's redundant. However we could combine but must not lose detail. Safer to list each benefit as mentioned, even if duplicates. But we could combine similar items but keep details. Let's produce a list that includes each distinct benefit with details as given.
We could structure as:
- Medical, Dental, and Vision Coverage
- Maternity and Parental Leave Options
- Paid Time Off (PTO)
- 401(k) Plan
- Health insurance (medical, dental, vision, prescription, Basic Life & AD&D insurance, option for Supplemental life plans, EAP, Mental Health Support, Medical Advice Line, Flexible Spending Accounts, Adoption and Surrogacy Reimbursement coverage)
- 401(k) matching
- Paid time off (again)
- Parental leave (again)
But that repeats. Might be okay but could be considered summarizing away detail? Not really. However we could note that the second paragraph adds details to health insurance and includes 401(k) matching, paid time off, parental leave. We could keep first list and then add the additional details as separate items: health insurance details, 401(k) matching, paid time off, parental leave. But we already have paid time off and parental leave in first list; we could keep them and note that they are also offered with details? Might be redundant but still preserving.
Better to produce a single list that captures all unique benefits with details where provided. For paid time off and parental leave we already have generic; second paragraph adds nothing new except that they are offered (already). So we can keep generic.
Thus benefits list:
- Medical, Dental, and Vision Coverage
- Maternity and Parental Leave Options
- Paid Time Off (PTO)
- 401(k) Plan
- Health insurance (medical, dental, vision, prescription, Basic Life & AD&D insurance, option for Supplemental life plans, EAP, Mental Health Support, Medical Advice Line, Flexible Spending Accounts, Adoption and Surrogacy Reimbursement coverage)
- 401(k) matching
But we lost the explicit mention of "401(k) Plan" vs "401(k) matching". The first paragraph mentions 401(k) Plan; second adds 401(k) matching. So we keep both.
Now Pay: we have salary range: "USA, NY, New York - 166,300.00 - 225,000.00 USD annually". Also mention sign-on payments and RSUs: "Your Amazon package will include sign-on payments and restricted stock units (RSUs). Final compensation will be determined based on factors including experience, qualifications, and location." Also mention base salary range. So we need to include all that.
Thus Pay section: maybe a paragraph with that info.
Now we must not include any boilerplate like EEO, accommodation, etc. Remove those.
Now produce HTML fragment.
Structure:
About the role
... (the about text)
Responsibilities
- ... ...
Requirements
- ... ...
Qualifications
- ... ...
Benefits
- ... ...
Pay
...
Make sure no extra whitespace? It's fine. Now verify we didn't miss any substantive info: The "A day in the life" heading is not needed; we used its content for benefits. The "If you are not sure that every qualification on the list above describes you exactly, we'd still love to hear from you!" is boilerplate encouragement; should be removed. Also "At Amazon, we value people with unique backgrounds..." etc. Remove. Also "Learn more about our benefits at https://amazon.jobs/en/benefits." is a link
- for any list of duties/requirements/benefits. So we should list benefits as items.
Let's extract distinct benefits:
From first paragraph:
- Medical, Dental, and Vision Coverage
- Maternity and Parental Leave Options
- Paid Time Off (PTO)
- 401(k) Plan
From second paragraph:
- health insurance (medical, dental, vision, prescription, Basic Life & AD&D insurance and option for Supplemental life plans, EAP, Mental Health Support, Medical Advice Line, Flexible Spending Accounts, Adoption and Surrogacy Reimbursement coverage)
- 401(k) matching
- paid time off
- parental leave
Note some overlap. We should preserve all info, not deduplicate? The instruction: "Preserve ALL substantive information; do NOT invent or summarize away detail." If we deduplicate we might lose detail? But overlapping info is same; we could keep both but it's redundant. However we could combine but must not lose detail. Safer to list each benefit as mentioned, even if duplicates. But we could combine similar items but keep details. Let's produce a list that includes each distinct benefit with details as given.
We could structure as:
- Medical, Dental, and Vision Coverage
- Maternity and Parental Leave Options
- Paid Time Off (PTO)
- 401(k) Plan
- Health insurance (medical, dental, vision, prescription, Basic Life & AD&D insurance, option for Supplemental life plans, EAP, Mental Health Support, Medical Advice Line, Flexible Spending Accounts, Adoption and Surrogacy Reimbursement coverage)
- 401(k) matching
- Paid time off (again)
- Parental leave (again)
But that repeats. Might be okay but could be considered summarizing away detail? Not really. However we could note that the second paragraph adds details to health insurance and includes 401(k) matching, paid time off, parental leave. We could keep first list and then add the additional details as separate items: health insurance details, 401(k) matching, paid time off, parental leave. But we already have paid time off and parental leave in first list; we could keep them and note that they are also offered with details? Might be redundant but still preserving.
Better to produce a single list that captures all unique benefits with details where provided. For paid time off and parental leave we already have generic; second paragraph adds nothing new except that they are offered (already). So we can keep generic.
Thus benefits list:
- Medical, Dental, and Vision Coverage
- Maternity and Parental Leave Options
- Paid Time Off (PTO)
- 401(k) Plan
- Health insurance (medical, dental, vision, prescription, Basic Life & AD&D insurance, option for Supplemental life plans, EAP, Mental Health Support, Medical Advice Line, Flexible Spending Accounts, Adoption and Surrogacy Reimbursement coverage)
- 401(k) matching
But we lost the explicit mention of "401(k) Plan" vs "401(k) matching". The first paragraph mentions 401(k) Plan; second adds 401(k) matching. So we keep both.
Now Pay: we have salary range: "USA, NY, New York - 166,300.00 - 225,000.00 USD annually". Also mention sign-on payments and RSUs: "Your Amazon package will include sign-on payments and restricted stock units (RSUs). Final compensation will be determined based on factors including experience, qualifications, and location." Also mention base salary range. So we need to include all that.
Thus Pay section: maybe a paragraph with that info.
Now we must not include any boilerplate like EEO, accommodation, etc. Remove those.
Now produce HTML fragment.
Structure: