Quant Researcher

We need to output only HTML fragment, no html/body tags, no markdown fences. Use

for section headings: About the role, Responsibilities, Requirements, Qualifications, Skills, Benefits, Pay, Schedule. Only include sections that have real specific content. We have: - About the role: there is "About The Role" paragraph. So include

About the role

with

content. - Responsibilities: there is "Key Responsibilities" with bullet list. So include

Responsibilities

with

• items. - Requirements: there is "Required Qualifications" with subparts: Education & Experience, Technical Skills, Nomura Leadership Behaviours. Could combine into Requirements? The instruction says use headings for section headings like Requirements, Qualifications, Skills. We need to decide which sections to include. We have content for Qualifications (Education & Experience), Skills (Technical Skills), maybe also Requirements (maybe combine Education & Experience and Technical Skills?). But we should not create thin sections. We can include Qualifications and Skills sections. Also maybe include Requirements as a heading if we have content distinct from Qualifications/Skills. The posting has "Required Qualifications" with subparts: Education & Experience, Technical Skills, Nomura Leadership Behaviours. Could treat "Nomura Leadership Behaviours" as part of Qualifications or maybe as separate? But we can include Qualifications heading covering Education & Experience and Nomura Leadership Behaviours, and Skills heading covering Technical Skills. Or we could include Requirements heading covering Education & Experience, and Skills heading covering Technical Skills, and maybe Qualifications heading for Nomura Leadership Behaviours? However we should avoid many thin sections. Better to have Qualifications (Education & Experience + Leadership Behaviours) and Skills (Technical Skills). Also we have Pay: there is pay range "$175,000-$250,000 per year". Also note "base pay offered may vary depending on multiple individualized factors..." but that's vague. We have specific pay range, so we should include Pay section with that info. Benefits: there is mention of total compensation package may include sign-on bonus, RSU, discretionary awards, full range of medical, financial, other benefits, 401(k), paid time off. That's specific enough to include Benefits section. Schedule: not mentioned. So omit Schedule. We also need to include maybe a short paragraph for metadata like Job ID etc? Not needed. We must remove boilerplate: company overview, department overview, etc? The instruction says preserve ALL substantive information; do not invent or summarize away detail. Remove cookie/navigation/legal/EEO/equal-opportunity/scam-warning boilerplate, duplicated lines, and application instructions. Company Overview and Department Overview might be considered substantive? They describe the company and department. Likely they are substantive and should be kept. However the instruction says "Prefer a few substantive sections over many thin ones." But we already have sections for About the role, Responsibilities, Qualifications, Skills, Benefits, Pay. Adding Company Overview and Department Overview as separate sections would increase count. Could we incorporate them into About the role? The About the role section currently is about the role. Could we add a preceding

  for Company Overview and Department Overview before About the role? The instruction says use

  for section headings (e.g. About the role, Responsibilities, Requirements, Qualifications, Skills, Benefits, Pay, Schedule). It doesn't forbid other headings, but suggests using those headings for those sections. It doesn't say we cannot have other headings, but we should follow the pattern. Probably we should include Company Overview and Department Overview as separate sections with appropriate headings? Not in the list. Might be better to treat them as part of "About the role" or maybe as a brief intro

  without heading. Since they are substantive, we can include them as

  before the first heading. The instruction: "Output ONLY the HTML fragment — no /, no markdown code fences." It didn't forbid extra

  without heading. So we can put a

  for Company Overview, then a

  for Department Overview, then headings. Let's extract the substantive content: Company Overview paragraph: "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" Note there is a stray "Aon’s Benefit Index®, Nomura’s benefits rank #1 amongst our competitors" attached without space. We'll keep as is. Department Overview: "Nomura's Global Markets department provides liquidity, market insights, and execution services to clients worldwide across various asset classes, including equities, fixed income, currencies, and commodities. The team's focus on innovation and technology provides clients with access to cutting-edge trading platforms and customized solutions. Nomura's Global Markets team specializes in market-making, risk management, and electronic trading, with a strong global presence and reputation for exceptional service to clients. With expertise, global reach, and commitment to innovation, Nomura's Global Markets department is well-positioned to continue driving growth and success in the financial industry." About The Role: "We are seeking an experienced Quantitative Researcher to join our Cash Equities Central Risk Book team. This role focuses on quantitative modeling, risk management, and portfolio optimization to support our global equities business." Responsibilities list: we need to capture each bullet. Key Responsibilities: - Risk Modeling & Portfolio Optimization - Design and implement quantitative models for equity portfolio risk management, including factor models, correlation structures, and tail risk analytics - Develop portfolio optimization frameworks for rebalancing, hedging strategies, and capital allocation - Build real-time risk monitoring systems tracking P&L attribution, Greeks, and exposure metrics - Perform scenario analysis and stress testing under various market conditions - Algorithmic Execution & Trading - Design and enhance algorithmic execution strategies for optimal portfolio rebalancing and risk reduction - Develop transaction cost analysis (TCA) models and execution quality metrics - Build algorithms for smart order routing, liquidity-seeking, and market impact minimization - Optimize execution schedules balancing urgency, market impact, and timing risk - Central Risk Book Management - Support management of the firm's central equity risk book, including inventory optimization - Develop models to price and manage residual risk from client facilitation and market making - Create tools for evaluating trade-offs between risk reduction, capital efficiency, and revenue generation - Collaborate with trading desks to implement risk mitigation strategies We need to flatten into

  • items. Could keep sub-bullets as separate
  • with dash? Probably just list each bullet as
  • . We'll keep the main headings as part of the
  • text? Could incorporate them. Simpler: each bullet line as
  • . We'll include the subheadings as part of the
  • text. Required Qualifications: Education & Experience: - Advanced degree (PhD or Master's) in Mathematics, Statistics, Physics, Financial Engineering, Computer Science, or related quantitative field - 3-8 years of experience in quantitative research, risk management, or trading at a financial institution - Strong understanding of equity markets, portfolio theory, and risk models Technical Skills: - Expert programming skills in Python and kdb+/q (required) - Strong knowledge of statistics, numerical methods, and optimization techniques - Experience with portfolio optimization algorithms and large-scale data processing - Familiarity with risk systems (Axioma, Barra, Bloomberg PORT) and market data platforms Nomura Leadership Behaviours: - 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 put these under Qualifications and Skills sections. Let's decide: Qualifications section: Education & Experience + Nomura Leadership Behaviours (maybe). Skills section: Technical Skills. But we also have "Required Qualifications" heading; we could use

    Qualifications

    for Education & Experience and Nomura Leadership Behaviours. And

    Skills

    for Technical Skills. Pay: specific range "$175,000-$250,000 per year*". Also note about base pay may vary etc. We'll include the range. Benefits: "The total compensation package for this position may also include other elements, including a sign-on bonus, restricted stock units, and discretionary awards 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." We'll include that as Benefits. Now produce HTML:

    Company Overview...

    Department Overview...

    About the role

    We are seeking an experienced Quantitative Researcher to join our Cash Equities Central Risk Book team. This role focuses on quantitative modeling, risk management, and portfolio optimization to support our global equities business.

    Responsibilities

    • Risk Modeling & Portfolio Optimization: Design and implement quantitative models for equity portfolio risk management, including factor models, correlation structures, and tail risk analytics
    • Develop portfolio optimization frameworks for rebalancing, hedging strategies, and capital allocation
    • Build real-time risk monitoring systems tracking P&L attribution, Greeks, and exposure metrics
    • Perform scenario analysis and stress testing under various market conditions
    • Algorithmic Execution & Trading: Design and enhance algorithmic execution strategies for optimal portfolio rebalancing and risk reduction
    • Develop transaction cost analysis (TCA) models and execution quality metrics
    • Build algorithms for smart order routing, liquidity-seeking, and market impact minimization
    • Optimize execution schedules balancing urgency, market impact, and timing risk
    • Central Risk Book Management: Support management of the firm's central equity risk book, including inventory optimization
    • Develop models to price and manage residual risk from client facilitation and market making
    • Create tools for evaluating trade-offs between risk reduction, capital efficiency, and revenue generation
    • Collaborate with trading desks to implement risk mitigation strategies

    Qualifications

    • Advanced degree (PhD or Master's) in Mathematics, Statistics, Physics, Financial Engineering, Computer Science, or related quantitative field
    • 3-8 years of experience in quantitative research, risk management, or trading at a financial institution
    • Strong understanding of equity markets, portfolio theory, and risk models
    • 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.
    • In