Model Risk - Securitized Products

We need to output HTML fragment with sections: About the role? Actually we have sections: Overview, Role Description, Skills, experience, qualifications and knowledge required, Nomura Competencies, Pay (we have pay range). Benefits? The footnote mentions benefits but not specific; we should not create Benefits section unless specific content. The posting mentions "full range of medical, financial, and/or other benefits (including 401(k) eligibility and various paid time off benefits, such as vacation, sick time, and parental leave)". That's specific enough? It mentions types of benefits. Could include Benefits section. However rule: only include section when posting has real, specific content for it. It does list some benefits: medical, financial, 401(k), paid time off (vacation, sick, parental leave). That's specific. So we can include Benefits. Schedule: not mentioned. So omit. Pay: we have pay range $115,000-$135,000/year. Also mention base pay may vary etc. We'll include Pay section with that range. We need headings: About the role? Could use "About the role" for company overview and division overview? The role description is separate. We'll follow typical headings: About the role (maybe combine company overview and division overview). Responsibilities (role description). Requirements (skills, experience, qualifications). Qualifications? Could combine. Skills maybe separate. But we should avoid thin sections. Let's create sections: About the role (company overview + division overview). Responsibilities (role description). Requirements (skills, experience, qualifications and knowledge required). Benefits (benefits details). Pay (pay range). Possibly also Nomura Competencies as a section? Could be under Requirements or separate. Might be better to include as a separate section "Nomura Competencies". But that may be thin? It's a list of competencies. Could be included under Requirements as part of skills. However the instruction: Prefer a few substantive sections over many thin ones. So maybe combine Nomura Competencies into Requirements or Skills. I'd include them under Requirements as part of required skills/knowledge. Thus sections: About the role, Responsibilities, Requirements, Benefits, Pay. Now format: Use

for each heading. Use

• for lists. Use

  for prose. We need to preserve all substantive information, not invent. Let's extract content. Company overview: "Nomura is a global financial services group with an integrated network spanning approximately 30 countries and regions. By connecting markets East & West, Nomura services the needs of individuals, institutions, corporates and governments through its three business divisions: Wealth Management, Investment Management, and Wholesale (Global Markets and Investment Banking). Founded in 1925, the firm is built on a tradition of disciplined entrepreneurship, serving clients with creative solutions and considered thought leadership. For further information about Nomura, visit www.nomura.com. Aon’s Benefit Index®, Nomura’s benefits rank #1 amongst our competitors" Division Overview: "Nomura's Risk department plays a crucial role in identifying, assessing, and mitigating risks across our business. We strive to protect the firm's assets, reputation, and financial stability by implementing robust risk management practices. Join our team and contribute to our proactive approach in managing risks, allowing us to make informed decisions and thrive in an ever-changing market environment." Combine these into About the role paragraph(s). Could be two paragraphs. Role Description: "An associate-level position in the Model Validation Group, responsible for validating models used across the Agency mortgage and securitized products businesses. Evaluate model conceptual soundness, ongoing monitoring frameworks, and model outcomes to assess appropriateness for intended use. Identify, analyze, and quantify potential model risk, including sensitivity to assumptions, calibration accuracy, performance stability, and robustness of model outputs. Produce comprehensive model validation documentation, including validation findings and risk-based assessments of model limitations and assumptions. Execute critical model risk management processes, including periodic model reviews, model performance monitoring and model risk control frameworks." That's responsibilities. Skills, experience, qualifications and knowledge required: list: - 1 to 3 years of experience from working in a model validation or a FO quantitative group at a major financial institution. - Familiarity with the following models is strongly preferable (but not a requirement) - MBS/ABS models (prepayment/mortgage credit modelling, OAS valuation) - Interest rate modelling (short-rate models, HJM/BGM) - Risk models (VaR, Counterparty Exposure, etc.) - PhD/Postgraduate degree in Statistics, Mathematics, Physics, computing science or similar education. - Strong programming skills in Python/R/SQL. - A team player with strong verbal and written communication skills. Nomura Competencies list: - Explore Insights & Vision: Identify the underlying causes of problems faced by you or your team and define a clear vision and direction for the future. - Making Strategic Decisions: Evaluate all the options for resolving the problems and effectively prioritize actions or recommendations. - Inspire Entrepreneurship in People: Inspire team members through effective communication of ideas and motivate them to actively enhance productivity. - Elevate Organizational Capability: Engage proactively in professional development and enhance team productivity through the promotion of knowledge sharing. - Inclusion: Foster a culture of inclusion and psychological safety in the workplace and cultivate a "Risk Culture" (Challenge, Escalate and Respect). We could embed these as part of Requirements. Benefits: from footnote: "The total compensation package for this position may also include other elements, including a sign-on bonus, restricted stock units, discretionary awards and eligibility for commissions for applicable sales roles in addition to a full range of medical, financial, and/or other benefits (including 401(k) eligibility and various paid time off benefits, such as vacation, sick time, and parental leave), dependent on the position offered. Details of participation in these benefit plans will be provided if an employee receives an offer of employment." Thus Benefits section: list items: sign-on bonus, restricted stock units, discretionary awards, eligibility for commissions (for applicable sales roles), full range of medical, financial, and/or other benefits including 401(k) eligibility, various paid time off benefits (vacation, sick time, parental leave). Could be a

  . Pay: "The pay range for this position at commencement of employment is expected to be between $115,000 and $135,000/year * (see below footnote for additional compensation and benefits information)." Also footnote about base pay may vary etc. We'll include the range and note that base pay may vary depending on factors. We should not include the footnote text about at-will position etc? That's legal boilerplate; we should remove cookie/navigation/legal/EEO/equal-opportunity/scam-warning boilerplate. The footnote includes legal statements about at-will employment etc. That's likely boilerplate; we should drop it. Also the equal opportunity employer statement at end: drop. Thus Pay section: include the range and maybe note that base pay may vary depending on multiple individualized factors (that's substantive). We'll keep that. Now produce HTML. Structure:

  About the role

  Nomura is a global financial services group ...

  Nomura's Risk department plays a crucial role ...

  Responsibilities

  • An associate-level position in the Model Validation Group, responsible for validating models used across the Agency mortgage and securitized products businesses.
  • Evaluate model conceptual soundness, ongoing monitoring frameworks, and model outcomes to assess appropriateness for intended use.
  • Identify, analyze, and quantify potential model risk, including sensitivity to assumptions, calibration accuracy, performance stability, and robustness of model outputs.
  • Produce comprehensive model validation documentation, including validation findings and risk-based assessments of model limitations and assumptions.
  • Execute critical model risk management processes, including periodic model reviews, model performance monitoring and model risk control frameworks.
  But note the first line is basically a summary; we could keep as a list item. Alternatively we could keep prose then list. But rule: Use
  • for any list of duties/requirements/benefits. The responsibilities are a list of duties, so we can put each duty as
  • . The first sentence is also a duty; we can include. Thus:

    Responsibilities

    • An associate-level position in the Model Validation Group, responsible for validating models used across the Agency mortgage and securitized products businesses.
    • Evaluate model conceptual soundness, ongoing monitoring frameworks, and model outcomes to assess appropriateness for intended use.
    • Identify, analyze, and quantify potential model risk, including sensitivity to assumptions, calibration accuracy, performance stability, and robustness of model outputs.
    • Produce comprehensive model validation documentation, including validation findings and risk-based assessments of model limitations and assumptions.
    • Execute critical model risk management processes, including periodic model reviews, model performance monitoring and model risk control frameworks.
    Now Requirements: We need to include experience, familiarity, education, programming skills, team player, plus Nomura Competencies. We could make a list.

    Requirements

    • 1 to 3 years of experience from working in a model validation or a FO quantitative group at a major financial institution.
    • Familiarity with the following models is strongly preferable (but not a requirement):
      • MBS/ABS models (prepayment/mortgage credit modelling, OAS valuation)
      • Interest rate modelling (short-rate models, HJM/BGM)
      • Risk models (VaR, Counterparty Exposure, etc.)
    • PhD/Postgraduate degree in Statistics, Mathematics, Physics, computing science or similar education.
    • Strong programming skills in Python/R/SQL.
    • A team player with strong verbal and written communication skills.
    • Nomura Competencies:
      • Explore Insights & Vision – Identify the underlying causes of problems faced by you or your team and define a clear vision and direction for the future.
      • Making Strategic Decisions – Evaluate all the options for resolving the problems and effectively prioritize actions or recommendations.
      • Inspire Entrepreneurship in People – Inspire team members through effective communication of ideas and motivate them to actively enhance productivity.
      • Elevate Organizational Capability – Engage proactively in professional development and enhance team productivity through the promotion of knowledge sharing.
      • Inclusion – Foster a culture of inclusion and psychological safety in the workplace and cultivate a "Risk Culture" (Challenge, Escalate and Respect).
    But nested lists may be okay. However rule: Use
    • for any list of duties/requirements/benefits. It doesn't forbid nested lists. We'll keep. Now Benefits:

      Benefits

      • Sign-on bonus
      • Restricted stock units
      • Discretionary awards
      • Eligibility for commissions (for applicable sales roles)
      • Full range of medical, financial, and/or other benefits
      • 401(k) eligibility
      • Paid time off benefits (vacation, sick time, parental leave)
      Now Pay:

      Pay

      The pay range for this position at commencement of employment is expected to be between $115,000 and $135,000 per year. Base pay may vary depending on multiple individualized factors, including market location, corporate and functional title and duties, job-related knowledge and advanced degrees, skills, and experience.

      We should not include the footnote about at-will etc. Now output only HTML fragment. Check that we didn't repeat job title as heading. We didn't