Intermediate Level Modeler

We need to output HTML fragment with sections: h3 headings for sections present: About the role? Actually we have sections: About Us, Who We Are, What We Do, Job Description Summary, Responsibilities, Qualifications, Preferred Qualifications, Working Conditions, Compensation, What We Offer, Inclusion & Diversity, Giving Back, Transamerica’s Parent Company Aegon... But we must only include sections when posting has real, specific content. Also we must not repeat job title as heading. We must not include boilerplate like EEO, legal, etc. Remove cookie/navigation/legal/EEO/equal-opportunity/scam-warning boilerplate, duplicated lines, and application instructions. We need to preserve all substantive information. Use

for section headings (e.g. About the role, Responsibilities, Requirements, Qualifications, Skills, Benefits, Pay, Schedule). However we can use other headings? The instruction says use

for section headings (e.g. About the role, Responsibilities, Requirements, Qualifications, Skills, Benefits, Pay, Schedule). It suggests those are examples; we can use other headings but likely they want those headings. But we must map content to those headings. The posting includes many sections: About Us, Who We Are, What We Do, Job Description Summary, Responsibilities, Qualifications, Preferred Qualifications, Working Conditions, Compensation, What We Offer, Inclusion & Diversity, Giving Back, Parent Company. However the instruction says to prefer a few substantive sections over many thin ones. So we may combine some. We need to include sections only when posting has real, specific content. We must not create Pay/Schedule/Benefits sections unless posting actually states them. It does have Compensation (salary range) and Benefits (What We Offer). So we can have Pay section for compensation, Benefits section for benefits. Schedule? There's Working Conditions includes hybrid schedule (Tuesday, Wednesday, Thursday). That's schedule info. So we can include Schedule section. We need to use

for section headings. So we could have:

About the role

(maybe combine About Us, Who We Are, What We Do, Job Description Summary). But "About the role" is generic; we can put the job description summary and maybe overview. Better: Use headings: About the role, Responsibilities, Qualifications, Benefits, Pay, Schedule, Inclusion & Diversity (maybe as Skills? but not required). However instruction says we can use those examples but not limited. It says use

for section headings (e.g. About the role, Responsibilities, Requirements, Qualifications, Skills, Benefits, Pay, Schedule). So we can also add other headings like "Working Conditions" but maybe better to map to Schedule. We must not repeat job title as heading. So no heading for job title. We must not put Job ID/requisition numbers as headings. We must remove boilerplate: legal statements, immigration sponsorship, accommodation request, etc. Also remove duplicated lines. We need to preserve all substantive information: job description summary, responsibilities, qualifications, preferred qualifications, working conditions (hybrid schedule, locations), compensation (salary range), benefits (list), inclusion & diversity info, giving back, parent company info maybe? But we may combine some. We need to decide what to keep. The instruction: "Preserve ALL substantive information; do NOT invent or summarize away detail." So we must keep all substantive info. That's a lot. But we can keep it within sections, not summarizing. We must not create sections with filler like "commensurate with experience". We have salary range specific. We must not include application instructions (like "Applicants must possess legal authorization...") Actually that is substantive? It's about eligibility. Might be considered boilerplate? It's a requirement for applicants. Might be considered part of Qualifications? Could be included under Qualifications as a requirement. But it's about immigration sponsorship. Might be considered legal boilerplate. The instruction says remove cookie/navigation/legal/EEO/equal-opportunity/scam-warning boilerplate. This line about legal authorization is somewhat legal but also a requirement. Might be considered boilerplate? Not sure. Safer to keep it as part of Qualifications? But it's about work authorization. Could be considered a requirement. I'd keep it under Qualifications. We also need to remove duplicated lines. There may be duplicates like "Transamerica employs nearly 7,000 people." appears maybe once. Not duplicate. We need to output only HTML fragment. Let's structure:

About the role

Job Description Summary: Build and analyze sophisticated models for insurance products, investments and/or portfolios to increase company risk adjusted returns. Leverage advanced knowledge of actuarial, financial, statistical, data science and/or balance sheet modeling analytics to develop, test and validate models for various functions within the company.

Maybe also include About Us, Who We Are, What We Do as part of About the role? Could be separate sections but we want few sections. Could combine them into About the role paragraph. But we must preserve all substantive info; combining is okay as long as we don't lose detail. We'll include all that info in the paragraph. Then Responsibilities:

Responsibilities

• ... each responsibility.

We need to extract each responsibility line from the posting. The responsibilities block is a long sentence with many items separated by periods? Let's parse: "Support modeling activities on various insurance liabilities, fixed-income assets and derivatives in actuarial systems, including AXIS/ALFA/MoSes.Model and quantify risks including equity and interest rate sensitivities, cash flow variability, credit, alternative investment, or liquidity risks.Collaborate with key stakeholders from business line valuation, ALM, risk management, and financial/risk reporting etc.Embrace new technologies to improve workflowsBuild external or embedded controls to mitigate operating risks in workflowsApply risk management techniques and procedures, including the company's mandated risk methodologies.Gather and analyze market data, calculate hedge program or portfolio statistics and develop/use models to simulate financial reporting processes.Apply and integrate statistical, mathematical, predictive modeling and business analysis skills to manage and manipulate complex high volume data from a variety of sources.Interpret internal or external issues and recommend solutions/best practices.Solve complex problems; take a broad perspective to identify solutions.Build efficient models and processes with minimal guidance.Apply judgment to modeling choices in a defensible manner.Assess the materiality of various modeling and data choices" We need to split into list items. Each sentence seems to be a responsibility. We'll split by periods (but note some have no space after period). We'll create items: - Support modeling activities on various insurance liabilities, fixed-income assets and derivatives in actuarial systems, including AXIS/ALFA/MoSes - Model and quantify risks including equity and interest rate sensitivities, cash flow variability, credit, alternative investment, or liquidity risks - Collaborate with key stakeholders from business line valuation, ALM, risk management, and financial/risk reporting etc. - Embrace new technologies to improve workflows - Build external or embedded controls to mitigate operating risks in workflows - Apply risk management techniques and procedures, including the company's mandated risk methodologies - Gather and analyze market data, calculate hedge program or portfolio statistics and develop/use models to simulate financial reporting processes - Apply and integrate statistical, mathematical, predictive modeling and business analysis skills to manage and manipulate complex high volume data from a variety of sources - Interpret internal or external issues and recommend solutions/best practices - Solve complex problems; take a broad perspective to identify solutions - Build efficient models and processes with minimal guidance - Apply judgment to modeling choices in a defensible manner - Assess the materiality of various modeling and data choices We'll keep them as list items. Qualifications:

Qualifications

• ... each.

Qualifications block: "Bachelor’s degree in a technical/quantitative discipline such as statistics, math, actuarial science, computer science, economics, engineering, or a related business field such as financeThree years of modeling experience (or one with Master's degree) and knowledge of at least one product such as insurance liability, asset valuation, derivatives modeling, liquidity management, machine learning, or artificial intelligenceGood understanding of investment and finance concepts, and the ability to creatively apply them in solving analytical problems" We need to split: maybe three items: - Bachelor’s degree in a technical/quantitative discipline such as statistics, math, actuarial science, computer science, economics, engineering, or a related business field such as finance - Three years of modeling experience (or one with Master's degree) and knowledge of at least one product such as insurance liability, asset valuation, derivatives modeling, liquidity management, machine learning, or artificial intelligence - Good understanding of investment and finance concepts, and the ability to creatively apply them in solving analytical problems Also need to include legal work authorization line: "Applicants must possess legal authorization to work for our company in the U.S. without the need for immigration, sponsorship or otherwise serving as an employer of record for immigration employment purposes. At this time, this role is not eligible for immigration-related employment authorization sponsorship." We could add as another qualification item: "Must possess legal authorization to work in the U.S. without immigration sponsorship; this role is not eligible for immigration-related employment authorization sponsorship." Preferred Qualifications:

Preferred Qualifications

list. Preferred Qualifications block: "Advanced degreeInsurance or asset/derivatives modeling experienceActuarial Science backgroundExperience with database design and usageProgramming experience in C++/C#/Python or other advanced languageMoSes/AXIS/ALFA or other actuarial softwareQRM or similar asset liability software experienceSAS, R, SPSS or other statistical software experience" Split items: - Advanced degree - Insurance or asset/derivatives modeling experience - Actuarial Science background - Experience with database design and usage - Programming experience in C++/C#/Python or other advanced language - MoSes/AXIS/ALFA or other actuarial software - QRM or similar asset liability software experience - SAS, R, SPSS or other statistical software experience Working Conditions: we have "Office EnvironmentHybrid office environment (Tuesday, Wednesday, Thursday)Locations: Denver, Cedar Rapids, Baltimore". Also maybe other details. We'll create Schedule section for hybrid days and location maybe as part of Working Conditions. But instruction says use Schedule heading if posting actually states them. It does state hybrid office environment (Tuesday, Wednesday, Thursday). So we can have Schedule section. We also have Locations: Denver, Cedar Rapids, Baltimore. Could be part of Schedule or maybe a separate section "Location". Not in examples but we could add as a paragraph under Schedule or separate heading "Location". Since we want few sections, we can include location in Schedule paragraph. Thus Schedule:

Schedule

Hybrid office environment (required in‑office Tuesday, Wednesday, Thursday). Locations: Denver, Cedar Rapids, Baltimore.

Compensation:

Pay

The salary for this position generally ranges between $88,000‑$105,000 annually. (Note: original text had a typo "$88,000-105,00n". We'll correct to $88,000‑$105,000.) Actual starting pay is determined by qualifications, experience, geography, work location designation (in‑office, hybrid, remote) and operational needs. Salary may vary above and below the stated amounts as permitted by applicable law.

We must preserve all substantive info; we corrected typo but that's not inventing; we just fix obvious typo. Probably okay. Benefits:

Benefits

• ... list.

Benefits block from "What We Offer": includes many items. Let's extract: "Compensation Benefits Competitive Pay Bonus for Eligible Employees Benefits Package Pension Plan 401k MatchEmployee Stock Purchase PlanTuition Re