Sr Manager, Risk Analytics/Modeling
for headings. Use - for lists. Use
for prose.
We need to parse the posting.
First paragraph: "Your opportunity At Schwab, you’re empowered to make an impact on your career. Here, innovative thought meets creative problem solving, helping us challenge the status quo and transform the finance industry together. We believe in the importance of in-office collaboration and fully intend for the selected candidate for this role to work on site in the specified location(s). Schwab’s Asset Liability Management and Market Risk Modeling team develops and maintains models that inform financial planning, market risk management, hedging strategies, capital stress testing, and balance sheet decisions across our banking, broker-dealer, investment, and derivatives portfolios. As a senior individual contributor, you will help ensure the PolyPaths modeling platform and its production infrastructure remain accurate, scalable, well-controlled, and ready to support critical business decisions. In this role, you will lead enhancements, upgrades, testing, production validation, and issue resolution for PolyPaths and its Enterprise jobs. You will model interest rate derivatives and hedging strategies, evaluate hedge accounting and accumulated other comprehensive income impacts, and analyze outcomes across net interest income, economic value of equity, capital, and financial forecasts. Your judgment will help strengthen model performance, production controls, data quality, and governance across business-as-usual and capital stress-testing processes. You will collaborate across Treasury Capital Markets, Investment Strategy, Finance, Technology, Model Risk Oversight, and external vendor teams to solve complex platform and modeling challenges. Through technical leadership, clear communication, and practical problem-solving, you will establish modeling standards, mentor colleagues, and translate complex analytical and accounting concepts into insights that support sound decisions and meaningful business outcomes."
That's description of role. Could be "About the role" or "Responsibilities". Usually "About the role" is overview, "Responsibilities" is list of duties. We have many duties described in prose. Could split: About the role: overview paragraph. Responsibilities: list of duties.
We need to extract required qualifications and preferred qualifications.
Required Qualifications bullet list:
- Bachelor’s degree in Applied Mathematics, Engineering, Finance, Economics, Statistics, Computer Science, or a related quantitative discipline
- 5+ years of professional experience in asset liability management, net interest income or economic value of equity sensitivity analytics, scenario analysis, or an equivalent combination of professional experience and graduate studies
- Experience modeling cash flow or fair value hedging strategies within a major banking or insurance organization
- Experience applying ASC 815 hedge accounting concepts, including accumulated other comprehensive income, other comprehensive income amortization, basis adjustments, or gain and loss forecasting
- Hands-on experience using PolyPaths to create Enterprise jobs, model fixed income securities, construct yield curves, perform AppPort analytics, and review or troubleshoot asset liability management simulation runs
- Experience using BatchCalc, BatchALM, or distributed processing to automate processes within the PolyPaths environment
Preferred Qualifications bullet list:
- Advanced degree in a quantitative or technical discipline
- CFA, FRM, PRM, or a comparable professional designation
- Experience leading vendor platform upgrades, release assessments, regression testing, production validation, model change governance, or remediation of complex production issues
- Proficiency in Modeling and Model Evaluation to design enhancements, test results, identify unexpected outcomes, and support reliable financial and risk decisions
- Experience applying Derivative Securities and Fixed Income knowledge to interest rate swaps, caps, floors, investment portfolios, and hedging strategies
- Experience using Python, SQL, or comparable technologies to enhance automation workflows, data pipelines, analytical tools, regression testing, or production controls in a highly regulated environment
- Ability to apply Risk Management and Data Analysis to assess output reasonableness, data quality, control effectiveness, and the potential impact of model or platform changes
- Demonstrated Problem Solving and Decision Making when diagnosing production issues, evaluating alternatives, and implementing practical solutions in ambiguous situations
- Strong Cross-Functional Collaboration and Communication skills, with the ability to explain complex modeling topics, adapt to different audiences, and build alignment without direct management authority
- Demonstrated Technical Leadership through mentoring, establishing standards, sharing knowledge, and improving the quality and consistency of modeling practices
- Strong Attention to Detail, Initiative, and adaptability when balancing production obligations, platform changes, control requirements, and evolving business priorities
Then "In addition to the salary range, this role is eligible for bonus or incentive opportunities." That's Pay info: mentions salary range (not given) and bonus/incentive. We have no explicit salary range number, but we can note that it's eligible for bonus/incentive. Since we cannot create Pay section unless posting actually states them. It does state "In addition to the salary range, this role is eligible for bonus or incentive opportunities." That's about Pay. So we can include Pay section with that sentence.
Benefits: later: "What’s in it for you At Schwab, you’re empowered to shape your future. We champion your growth through meaningful work, continuous learning, and a culture of trust and collaboration—so you can build the skills to make a lasting impact. Our Hybrid Work and Flexibility approach balances our ongoing commitment to workplace flexibility, serving our clients, and our strong belief in the value of being together in person on a regular basis. We offer a competitive benefits package that takes care of the whole you – both today and in the future: 401(k) with company match and Employee stock purchase planPaid time for vacation, volunteering, and 28-day sabbatical after every 5 years of service for eligible positionsPaid parental leave and family building benefitsTuition reimbursementHealth, dental, and vision insurance"
We need to format benefits as list.
Schedule: Not explicitly mentioned besides "Hybrid Work and Flexibility approach". Could be considered schedule? It mentions hybrid work, flexibility, being together in person regularly. Not explicit schedule like full-time, hours. Might not include Schedule section unless explicit. Probably skip.
Skills: Could be derived from preferred qualifications? But we have Qualifications sections. Could combine Required and Preferred into Qualifications? The instruction: Use headings for section headings (e.g. About the role, Responsibilities, Requirements, Qualifications, Skills, Benefits, Pay, Schedule). So we can have Requirements (maybe required qualifications) and Qualifications (maybe preferred). Or we could have Requirements and Qualifications separate. Let's decide: Requirements = required qualifications. Qualifications = preferred qualifications. Skills could be separate list of skills like Python, SQL, etc. But those are already in preferred. Might be redundant. Better to follow: About the role (overview), Responsibilities (list of duties), Requirements (required qualifications), Qualifications (preferred qualifications), Benefits, Pay. Possibly Skills not needed if covered. But we could include Skills as a subsection of Qualifications? The instruction says use those headings if content exists. We have content for About the role, Responsibilities, Requirements, Qualifications, Benefits, Pay. We'll omit Skills and Schedule.
Now we need to ensure we don't include filler like "commensurate with experience". Not present.
We need to preserve all substantive information. Must not invent or summarize away detail. So we need to keep all details from required and preferred qualifications exactly as written. Also keep duties exactly as described.
We need to format as HTML fragment: no or . Use
for headings. Use - for lists. Use
for prose.
We'll produce something like:
About the role
...overview paragraph...
Responsibilities
- Lead enhancements, upgrades, testing, production validation, and issue resolution for PolyPaths and its Enterprise jobs.
- Model interest rate derivatives and hedging strategies, evaluate hedge accounting and accumulated other comprehensive income impacts, and analyze outcomes across net interest income, economic value of equity, capital, and financial forecasts.
- Strengthen model performance, production controls, data quality, and governance across business-as-usual and capital stress-testing processes.
- Collaborate across Treasury Capital Markets, Investment Strategy, Finance, Technology, Model Risk Oversight, and external vendor teams to solve complex platform and modeling challenges.
- Establish modeling standards, mentor colleagues, and translate complex analytical and accounting concepts into insights that support sound decisions and meaningful business outcomes.
But we need to ensure we didn't lose any detail from the overview paragraph. The overview paragraph includes many sentences; we could keep as a single with the whole overview. That's fine.
Now Required Qualifications: Use
Requirements
then - each bullet.
Preferred Qualifications:
Qualifications
then - each bullet.
Benefits:
Benefits
then - each benefit.
Pay:
Pay
then In addition to the salary range, this role is eligible for bonus or incentive opportunities.
Check for any duplicated lines: Ensure we didn't repeat.
Now verify we captured all responsibilities: The overview paragraph also includes some responsibilities like "help ensure the PolyPaths modeling platform and its production infrastructure remain accurate, scalable, well-controlled, and ready to support critical business decisions." That's a responsibility. Also "lead enhancements, upgrades, testing, production validation, and issue resolution for PolyPaths and its Enterprise jobs." Already captured. Also "model interest rate derivatives and hedging strategies, evaluate hedge accounting and accumulated other comprehensive income impacts, and analyze outcomes across net interest income, economic value of equity, capital, and financial forecasts." captured. Also "Your judgment will help strengthen model performance, production controls, data quality, and governance across business-as-usual and capital stress-testing processes." captured. Also "You will collaborate across Treasury Capital Markets, Investment Strategy, Finance, Technology, Model Risk Oversight, and external vendor teams to solve complex platform and modeling challenges." captured. Also "Through technical leadership, clear communication, and practical problem-solving, you will establish modeling standards, mentor colleagues, and translate complex analytical and accounting concepts into insights that support sound decisions and meaningful business outcomes." captured.
We might also include "help ensure the PolyPaths modeling platform and its production infrastructure remain accurate, scalable, well-controlled, and ready to support critical business decisions." as a responsibility. Add that.
Now ensure we didn't miss any duty: The overview also includes "As a senior individual contributor, you will help ensure the PolyPaths modeling platform and its production infrastructure remain accurate, scalable, well-controlled, and ready to support critical business decisions." Good.
Now check required qualifications: we have six bullets. Ensure we captured each exactly.
Let's list them:
- Bachelor’s degree in Applied Mathematics, Engineering, Finance, Economics, Statistics, Computer Science, or a related quantitative discipline
- 5+ years of professional experience in asset liability management, net interest income or economic value of equity sensitivity analytics, scenario analysis, or an equivalent combination of professional experience and graduate studies
- Experience modeling cash flow or fair value hedging strategies within a major banking or insurance organization
- Experience applying ASC 815 hedge accounting concepts, including accumulated other comprehensive income, other comprehensive income amortization, basis adjustments, or gain and loss forecasting
- Hands-on experience using PolyPaths to create Enterprise jobs, model fixed income securities, construct yield curves, perform AppPort analytics, and review or troubleshoot asset liability management simulation runs
- Experience using BatchCalc, BatchALM, or distributed processing to automate processes within the PolyPaths environment
Yes.
Preferred qualifications list: we need to capture each bullet exactly as in text.
Let's extract them from the posting:
"Preferred Qualifications Advanced degree in a quantitative or technical disciplineCFA, FRM, PRM, or a comparable professional designationExperience leading vendor platform upgrades, release assessments, regression testing, production validation, model change governance, or remediation of complex production issuesProficiency in Modeling and Model Evaluation to design enhancements, test results, identify unexpected outcomes, and support reliable financial and risk decisionsExperience
for prose. We need to parse the posting. First paragraph: "Your opportunity At Schwab, you’re empowered to make an impact on your career. Here, innovative thought meets creative problem solving, helping us challenge the status quo and transform the finance industry together. We believe in the importance of in-office collaboration and fully intend for the selected candidate for this role to work on site in the specified location(s). Schwab’s Asset Liability Management and Market Risk Modeling team develops and maintains models that inform financial planning, market risk management, hedging strategies, capital stress testing, and balance sheet decisions across our banking, broker-dealer, investment, and derivatives portfolios. As a senior individual contributor, you will help ensure the PolyPaths modeling platform and its production infrastructure remain accurate, scalable, well-controlled, and ready to support critical business decisions. In this role, you will lead enhancements, upgrades, testing, production validation, and issue resolution for PolyPaths and its Enterprise jobs. You will model interest rate derivatives and hedging strategies, evaluate hedge accounting and accumulated other comprehensive income impacts, and analyze outcomes across net interest income, economic value of equity, capital, and financial forecasts. Your judgment will help strengthen model performance, production controls, data quality, and governance across business-as-usual and capital stress-testing processes. You will collaborate across Treasury Capital Markets, Investment Strategy, Finance, Technology, Model Risk Oversight, and external vendor teams to solve complex platform and modeling challenges. Through technical leadership, clear communication, and practical problem-solving, you will establish modeling standards, mentor colleagues, and translate complex analytical and accounting concepts into insights that support sound decisions and meaningful business outcomes." That's description of role. Could be "About the role" or "Responsibilities". Usually "About the role" is overview, "Responsibilities" is list of duties. We have many duties described in prose. Could split: About the role: overview paragraph. Responsibilities: list of duties. We need to extract required qualifications and preferred qualifications. Required Qualifications bullet list: - Bachelor’s degree in Applied Mathematics, Engineering, Finance, Economics, Statistics, Computer Science, or a related quantitative discipline - 5+ years of professional experience in asset liability management, net interest income or economic value of equity sensitivity analytics, scenario analysis, or an equivalent combination of professional experience and graduate studies - Experience modeling cash flow or fair value hedging strategies within a major banking or insurance organization - Experience applying ASC 815 hedge accounting concepts, including accumulated other comprehensive income, other comprehensive income amortization, basis adjustments, or gain and loss forecasting - Hands-on experience using PolyPaths to create Enterprise jobs, model fixed income securities, construct yield curves, perform AppPort analytics, and review or troubleshoot asset liability management simulation runs - Experience using BatchCalc, BatchALM, or distributed processing to automate processes within the PolyPaths environment Preferred Qualifications bullet list: - Advanced degree in a quantitative or technical discipline - CFA, FRM, PRM, or a comparable professional designation - Experience leading vendor platform upgrades, release assessments, regression testing, production validation, model change governance, or remediation of complex production issues - Proficiency in Modeling and Model Evaluation to design enhancements, test results, identify unexpected outcomes, and support reliable financial and risk decisions - Experience applying Derivative Securities and Fixed Income knowledge to interest rate swaps, caps, floors, investment portfolios, and hedging strategies - Experience using Python, SQL, or comparable technologies to enhance automation workflows, data pipelines, analytical tools, regression testing, or production controls in a highly regulated environment - Ability to apply Risk Management and Data Analysis to assess output reasonableness, data quality, control effectiveness, and the potential impact of model or platform changes - Demonstrated Problem Solving and Decision Making when diagnosing production issues, evaluating alternatives, and implementing practical solutions in ambiguous situations - Strong Cross-Functional Collaboration and Communication skills, with the ability to explain complex modeling topics, adapt to different audiences, and build alignment without direct management authority - Demonstrated Technical Leadership through mentoring, establishing standards, sharing knowledge, and improving the quality and consistency of modeling practices - Strong Attention to Detail, Initiative, and adaptability when balancing production obligations, platform changes, control requirements, and evolving business priorities Then "In addition to the salary range, this role is eligible for bonus or incentive opportunities." That's Pay info: mentions salary range (not given) and bonus/incentive. We have no explicit salary range number, but we can note that it's eligible for bonus/incentive. Since we cannot create Pay section unless posting actually states them. It does state "In addition to the salary range, this role is eligible for bonus or incentive opportunities." That's about Pay. So we can include Pay section with that sentence. Benefits: later: "What’s in it for you At Schwab, you’re empowered to shape your future. We champion your growth through meaningful work, continuous learning, and a culture of trust and collaboration—so you can build the skills to make a lasting impact. Our Hybrid Work and Flexibility approach balances our ongoing commitment to workplace flexibility, serving our clients, and our strong belief in the value of being together in person on a regular basis. We offer a competitive benefits package that takes care of the whole you – both today and in the future: 401(k) with company match and Employee stock purchase planPaid time for vacation, volunteering, and 28-day sabbatical after every 5 years of service for eligible positionsPaid parental leave and family building benefitsTuition reimbursementHealth, dental, and vision insurance" We need to format benefits as list. Schedule: Not explicitly mentioned besides "Hybrid Work and Flexibility approach". Could be considered schedule? It mentions hybrid work, flexibility, being together in person regularly. Not explicit schedule like full-time, hours. Might not include Schedule section unless explicit. Probably skip. Skills: Could be derived from preferred qualifications? But we have Qualifications sections. Could combine Required and Preferred into Qualifications? The instruction: Use headings for section headings (e.g. About the role, Responsibilities, Requirements, Qualifications, Skills, Benefits, Pay, Schedule). So we can have Requirements (maybe required qualifications) and Qualifications (maybe preferred). Or we could have Requirements and Qualifications separate. Let's decide: Requirements = required qualifications. Qualifications = preferred qualifications. Skills could be separate list of skills like Python, SQL, etc. But those are already in preferred. Might be redundant. Better to follow: About the role (overview), Responsibilities (list of duties), Requirements (required qualifications), Qualifications (preferred qualifications), Benefits, Pay. Possibly Skills not needed if covered. But we could include Skills as a subsection of Qualifications? The instruction says use those headings if content exists. We have content for About the role, Responsibilities, Requirements, Qualifications, Benefits, Pay. We'll omit Skills and Schedule. Now we need to ensure we don't include filler like "commensurate with experience". Not present. We need to preserve all substantive information. Must not invent or summarize away detail. So we need to keep all details from required and preferred qualifications exactly as written. Also keep duties exactly as described. We need to format as HTML fragment: no or . Use
for headings. Use - for lists. Use
for prose.
We'll produce something like:
About the role
...overview paragraph...
Responsibilities
- Lead enhancements, upgrades, testing, production validation, and issue resolution for PolyPaths and its Enterprise jobs.
- Model interest rate derivatives and hedging strategies, evaluate hedge accounting and accumulated other comprehensive income impacts, and analyze outcomes across net interest income, economic value of equity, capital, and financial forecasts.
- Strengthen model performance, production controls, data quality, and governance across business-as-usual and capital stress-testing processes.
- Collaborate across Treasury Capital Markets, Investment Strategy, Finance, Technology, Model Risk Oversight, and external vendor teams to solve complex platform and modeling challenges.
- Establish modeling standards, mentor colleagues, and translate complex analytical and accounting concepts into insights that support sound decisions and meaningful business outcomes.
But we need to ensure we didn't lose any detail from the overview paragraph. The overview paragraph includes many sentences; we could keep as a single with the whole overview. That's fine.
Now Required Qualifications: Use
Requirements
then - each bullet.
Preferred Qualifications:
Qualifications
then - each bullet.
Benefits:
Benefits
then - each benefit.
Pay:
Pay
then In addition to the salary range, this role is eligible for bonus or incentive opportunities.
Check for any duplicated lines: Ensure we didn't repeat.
Now verify we captured all responsibilities: The overview paragraph also includes some responsibilities like "help ensure the PolyPaths modeling platform and its production infrastructure remain accurate, scalable, well-controlled, and ready to support critical business decisions." That's a responsibility. Also "lead enhancements, upgrades, testing, production validation, and issue resolution for PolyPaths and its Enterprise jobs." Already captured. Also "model interest rate derivatives and hedging strategies, evaluate hedge accounting and accumulated other comprehensive income impacts, and analyze outcomes across net interest income, economic value of equity, capital, and financial forecasts." captured. Also "Your judgment will help strengthen model performance, production controls, data quality, and governance across business-as-usual and capital stress-testing processes." captured. Also "You will collaborate across Treasury Capital Markets, Investment Strategy, Finance, Technology, Model Risk Oversight, and external vendor teams to solve complex platform and modeling challenges." captured. Also "Through technical leadership, clear communication, and practical problem-solving, you will establish modeling standards, mentor colleagues, and translate complex analytical and accounting concepts into insights that support sound decisions and meaningful business outcomes." captured.
We might also include "help ensure the PolyPaths modeling platform and its production infrastructure remain accurate, scalable, well-controlled, and ready to support critical business decisions." as a responsibility. Add that.
Now ensure we didn't miss any duty: The overview also includes "As a senior individual contributor, you will help ensure the PolyPaths modeling platform and its production infrastructure remain accurate, scalable, well-controlled, and ready to support critical business decisions." Good.
Now check required qualifications: we have six bullets. Ensure we captured each exactly.
Let's list them:
- Bachelor’s degree in Applied Mathematics, Engineering, Finance, Economics, Statistics, Computer Science, or a related quantitative discipline
- 5+ years of professional experience in asset liability management, net interest income or economic value of equity sensitivity analytics, scenario analysis, or an equivalent combination of professional experience and graduate studies
- Experience modeling cash flow or fair value hedging strategies within a major banking or insurance organization
- Experience applying ASC 815 hedge accounting concepts, including accumulated other comprehensive income, other comprehensive income amortization, basis adjustments, or gain and loss forecasting
- Hands-on experience using PolyPaths to create Enterprise jobs, model fixed income securities, construct yield curves, perform AppPort analytics, and review or troubleshoot asset liability management simulation runs
- Experience using BatchCalc, BatchALM, or distributed processing to automate processes within the PolyPaths environment
Yes.
Preferred qualifications list: we need to capture each bullet exactly as in text.
Let's extract them from the posting:
"Preferred Qualifications Advanced degree in a quantitative or technical disciplineCFA, FRM, PRM, or a comparable professional designationExperience leading vendor platform upgrades, release assessments, regression testing, production validation, model change governance, or remediation of complex production issuesProficiency in Modeling and Model Evaluation to design enhancements, test results, identify unexpected outcomes, and support reliable financial and risk decisionsExperience
for prose. We'll produce something like:
About the role
...overview paragraph...
Responsibilities
- Lead enhancements, upgrades, testing, production validation, and issue resolution for PolyPaths and its Enterprise jobs.
- Model interest rate derivatives and hedging strategies, evaluate hedge accounting and accumulated other comprehensive income impacts, and analyze outcomes across net interest income, economic value of equity, capital, and financial forecasts.
- Strengthen model performance, production controls, data quality, and governance across business-as-usual and capital stress-testing processes.
- Collaborate across Treasury Capital Markets, Investment Strategy, Finance, Technology, Model Risk Oversight, and external vendor teams to solve complex platform and modeling challenges.
- Establish modeling standards, mentor colleagues, and translate complex analytical and accounting concepts into insights that support sound decisions and meaningful business outcomes.
with the whole overview. That's fine. Now Required Qualifications: Use
Requirements
then- each bullet.
Preferred Qualifications:
Qualifications
then- each bullet.
Benefits:
Benefits
then- each benefit.
Pay:
Pay
thenIn addition to the salary range, this role is eligible for bonus or incentive opportunities.
Check for any duplicated lines: Ensure we didn't repeat. Now verify we captured all responsibilities: The overview paragraph also includes some responsibilities like "help ensure the PolyPaths modeling platform and its production infrastructure remain accurate, scalable, well-controlled, and ready to support critical business decisions." That's a responsibility. Also "lead enhancements, upgrades, testing, production validation, and issue resolution for PolyPaths and its Enterprise jobs." Already captured. Also "model interest rate derivatives and hedging strategies, evaluate hedge accounting and accumulated other comprehensive income impacts, and analyze outcomes across net interest income, economic value of equity, capital, and financial forecasts." captured. Also "Your judgment will help strengthen model performance, production controls, data quality, and governance across business-as-usual and capital stress-testing processes." captured. Also "You will collaborate across Treasury Capital Markets, Investment Strategy, Finance, Technology, Model Risk Oversight, and external vendor teams to solve complex platform and modeling challenges." captured. Also "Through technical leadership, clear communication, and practical problem-solving, you will establish modeling standards, mentor colleagues, and translate complex analytical and accounting concepts into insights that support sound decisions and meaningful business outcomes." captured. We might also include "help ensure the PolyPaths modeling platform and its production infrastructure remain accurate, scalable, well-controlled, and ready to support critical business decisions." as a responsibility. Add that. Now ensure we didn't miss any duty: The overview also includes "As a senior individual contributor, you will help ensure the PolyPaths modeling platform and its production infrastructure remain accurate, scalable, well-controlled, and ready to support critical business decisions." Good. Now check required qualifications: we have six bullets. Ensure we captured each exactly. Let's list them: - Bachelor’s degree in Applied Mathematics, Engineering, Finance, Economics, Statistics, Computer Science, or a related quantitative discipline - 5+ years of professional experience in asset liability management, net interest income or economic value of equity sensitivity analytics, scenario analysis, or an equivalent combination of professional experience and graduate studies - Experience modeling cash flow or fair value hedging strategies within a major banking or insurance organization - Experience applying ASC 815 hedge accounting concepts, including accumulated other comprehensive income, other comprehensive income amortization, basis adjustments, or gain and loss forecasting - Hands-on experience using PolyPaths to create Enterprise jobs, model fixed income securities, construct yield curves, perform AppPort analytics, and review or troubleshoot asset liability management simulation runs - Experience using BatchCalc, BatchALM, or distributed processing to automate processes within the PolyPaths environment Yes. Preferred qualifications list: we need to capture each bullet exactly as in text. Let's extract them from the posting: "Preferred Qualifications Advanced degree in a quantitative or technical disciplineCFA, FRM, PRM, or a comparable professional designationExperience leading vendor platform upgrades, release assessments, regression testing, production validation, model change governance, or remediation of complex production issuesProficiency in Modeling and Model Evaluation to design enhancements, test results, identify unexpected outcomes, and support reliable financial and risk decisionsExperience
- each benefit.
Pay:
- each bullet.
Benefits: