法国兴业银行
ETD Sales-Trader
ETD Sales-Trader
发布于 大约 2 小时前普通员工/个人贡献者
Hong Kong, Hong Kong
高级经验
全职员工
仅现场办公
本科
销售与零售
Big Data
Electronic Trading
Futures
Machine Learning
Market Microstructure
Options
Transaction Cost Analysis
Execution Algorithms
AI 估算 · 40k–80k
Based on senior level, Hong Kong market, and specialized skills in algo trading and quantitative analysis.
职位详情
关于这个职位
This role is for an Electronic Sales Trader/Algo Trading specialist in Hong Kong, focusing on exchange-traded derivatives (futures and options). You will own the firm's agency execution algorithm platform, monitor performance, conduct quantitative analysis using tick-level data, and collaborate with sales-trading, technology, and institutional clients to optimize execution strategies. It combines deep market microstructure knowledge, Python programming, and client-facing advisory skills.
最低要求
Strong analytical mindset with the ability to convert complex quantitative findings into practical execution guidance.
Excellent communication skills; comfortable engaging with clients, traders, technologists, and quantitative peers.
Ability to operate with a high degree of autonomy in a fast-paced trading environment.
Proven ability to manage multiple priorities under tight deadlines.
Demonstrated experience working with large datasets.
Proficiency in Python for data analysis and research.
Working knowledge of databases.
Familiarity with production trading systems, logs, and execution workflows.
Experience designing or supporting execution algorithms for listed derivatives or electronic trading platforms.
Meaningful experience in either: quantitative trading, algorithmic execution, TCA / electronic trading strategy, listed derivatives (futures and/or options).
Direct exposure to agency execution (low-touch / algo-driven trading) is required.
Bachelor’s or Master’s degree in a financial, quantitative or scientific field.
工作职责
Own the day-to-day operation and supervision of the listed derivatives agency execution algorithm platform.
Monitor execution quality, stability, and behavior of algorithms during APAC trading hours, ensuring robustness through market events.
Act as a primary escalation point for algo-related issues, working closely with trading, technology, and support teams.
Conduct rigorous execution performance analysis using tick-level data, transaction cost analysis (TCA), and market microstructure diagnostics.
Develop, maintain, and enhance back-testing, simulation, and analysis frameworks to assess algorithm behavior under varying market conditions.
Identify execution inefficiencies, market impact drivers, and liquidity patterns to inform algorithm improvements.
Define functional specifications and contribute to quantitative logic for new features, strategies, and parameters within ETD execution algos.
Partner with quantitative developers and engineers to test, validate, and productionize enhancements.
Continuously adapt algorithms to evolving market structure, exchange microstructure changes, and client trading styles.
Provide expert advisory support to sales-trading teams and clients on algo selection, calibration, and execution strategy.
Deliver clear, data-driven execution insights, post-trade analysis, and recommendations to institutional clients.
Produce periodic market and client trend publications focused on electronic trading in global futures and options.
Maintain strong awareness of regulatory developments, exchange rule changes, and market structure evolution impacting listed derivatives execution.
Ensure algorithm behavior and controls align with internal risk frameworks and regulatory expectations.
优先资格
Desired background in quantitative modeling, including: market impact modeling, regression and optimization techniques, time-series analysis, statistical learning / machine learning (applied pragmatically).
Prior experience in a client-facing trading, sales-trading, or execution advisory role is strongly preferred.
AI 洞察
优缺点分析
优点
- Opportunity to work at the intersection of quant research and client engagement, shaping execution strategies for institutional clients.
- Access to advanced trading technology and tick-level data, enhancing skills in market microstructure and algo development.
- Strong brand reputation (Societe Generale) and global exposure across APAC markets.
- High compensation potential in Hong Kong's finance hub.
- Fast-paced, high-pressure environment requiring real-time monitoring and quick decision-making during market events.
- Need to constantly adapt to evolving market structure, exchange rules, and client demands.
- Highly competitive field
- requires continuous learning of new quantitative techniques and technologies.
- This role is ideal for a quantitative-minded professional with experience in electronic trading and a client-service orientation, who thrives in dynamic markets and enjoys combining analysis with direct client interaction.
缺点 / 挑战
暂无明显挑战项
角色解读
- Progress to senior electronic trading strategist or head of algorithmic execution within a major bank or hedge fund.
- Expand into broader quantitative research or portfolio management roles, leveraging deep market microstructure knowledge.
- Transition to a client-facing role as a senior sales-trader or relationship manager for electronic trading services.
- Oversee the daily operation of agency execution algorithms for listed derivatives, ensuring high-quality performance during APAC trading hours.
- Perform quantitative analysis using tick-level data and TCA to identify execution inefficiencies and improve algorithms.
- Develop and enhance back-testing and simulation frameworks to test algorithm behavior under various market conditions.
- Advise internal sales-trading teams and institutional clients on optimal algo selection and execution strategies.
- Strong quantitative and analytical skills, with proficiency in Python for data analysis and research.
- Deep understanding of market microstructure and electronic execution algorithms for futures and options.
- Excellent communication skills to convey complex quantitative findings to both technical and non-technical stakeholders.
- Experience working with large datasets and familiarity with production trading systems.
申请策略
- Tailor your cover letter to demonstrate your understanding of algorithmic execution challenges and your ability to bridge quant and client needs.
- Research Societe Generale's electronic trading platform and recent innovations in execution services.
- Highlight experience with execution algorithms, TCA, and market microstructure analysis.
- Demonstrate proficiency in Python and handling large datasets (e.g., tick-level data).
- Showcase any client-facing or advisory roles in trading or execution consulting.
- Emphasize quantitative modeling skills (e.g., market impact, machine learning).
- Strengthen Python skills for data analysis and back-testing frameworks.
- Deepen knowledge of futures and options market microstructure across APAC exchanges.
面试指南
- For performance analysis questions, use STAR method: Situation, Task, Action, Result. Focus on specific metrics like slippage, fill rate, and implementation shortfall.
- For technical questions (e.g., market impact), explain the concept clearly, then discuss models (e.g., Almgren-Chriss) and real-world adjustments.
- For communication questions, emphasize your ability to simplify complex ideas and tailor your message to the audience.
- How would you analyze the performance of an execution algorithm? What metrics do you use?
- Describe a time you identified an execution inefficiency and improved an algorithm's performance.
- How do you balance algorithm performance with risk and regulatory compliance?
- Explain market impact and how you would model it for a futures order.
- How do you approach communicating quantitative insights to a non-technical client?
职位点评
69
综合评分
High-impact algo trading role at a global bank, offering cutting-edge quant work and client exposure but demanding long hours.
更适合这类人
This role is best suited for candidates who prioritize technical skill development and compensation over work-life balance.
表现最好
成长发展
相对薄弱
工作生活
薪资福利85
成长发展90
工作生活40
使命价值60
薪资福利
85较高
The role offers competitive compensation typical of senior trading positions in Hong Kong, with strong benefits from a major global bank. However, exact salary is not disclosed.
薪资信号未披露（AI估算：40K-80K/月）
成长发展
90较高
The role involves cutting-edge quantitative techniques, exposure to production trading systems, and interaction with top-tier clients, providing significant skill growth. However, explicit training or promotion paths are not mentioned.
技术前沿前沿/新兴技术
技术栈Python、machine learning、market microstructure、execution algorithms、TCA、quantitative modeling
业务类型profit_center
工作生活
40较低
The role requires full-time presence in Hong Kong during APAC trading hours, likely involving high pressure and potential long hours. No WLB benefits mentioned.
工作模式仅现场办公
办公地点市区核心地段
加班情况JD含高强度暗示词
使命价值
60中等
The role contributes to efficient market functioning and client execution, but the purpose is primarily commercial. No explicit mission or social impact statements.
行业发展稳定成熟行业
社会影响中性/一般
创新程度积极采用新技术
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