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Equities Execution Algo Developer, Associate/Vice President, Shanghai
2 months ago
About Goldman Sachs Electronic Trading
Goldman Sachs Electronic Trading (GSET) is a leading provider of electronic trading solutions for clients around the globe. Our comprehensive offering of execution algorithms and liquidity access enables clients to effectively access liquidity in equity markets worldwide.
Our Vision
We are committed to becoming the top provider in electronic trading by building superior technology and delivering high-quality products. This vision is a multi-year investment in people, platforms, and products.
Role Overview
We are seeking a highly motivated professional to join our Equities Execution Algo R&D team serving Asia Equities markets. The team is responsible for designing and developing execution algorithms and smart order router strategies, trading signal research and development, market microstructure studies, and other quantitative investigations of interest to both the agency and principal execution desks.
Your Impact
As a member of the team, you will play an integral role on the trading floor. This is a dynamic, entrepreneurial team with a passion for technology and the markets, with individuals who thrive in a fast-paced changing environment. The team takes a data-driven approach to decision making, and you should be willing to participate in the full product lifecycle from requirements gathering, design, implementation, testing, support, and monitoring trading performance for systems and strategies used by our clients.
Key Responsibilities
- Develop and improve trading algo logic
- Research and development into alpha signals
- Observe, measure, and act proactively to continuously improve performance of trading strategies
- Generate pre and post-trade analytics and other metrics to understand and quantify aspects of the business
- Perform exploratory analyses, hypothesis testing, author content, and provide consultation to traders and clients
- Understand and help execution services desk scale by identifying and solving workflow inefficiencies
- Improve aspects of the execution that directly improve performance and lower the cost of innovation
- Help build execution services brand equity and seize client mind share
- Communicate with traders, sales, clients, and compliance officers about new feature requests, explanation of existing features, etc.
Requirements
- Strong background in computer science, engineering, or equivalent field of study
- Strong quantitative and problem-solving skills with focus on the ability to formulate hypotheses, test them, and distill them into practical models for use in trading algorithms, pre/post-trade analysis, market-microstructure research, visualization, etc.
- Strong programming skills using modern languages Java (preferred), Python (preferred), C++, C, etc.
- Solid work ethic and sound judgment
- Ability to effectively communicate and present results highlighting the broader commercial and strategic impact
- Required to work with significant volumes of data and systems
- Ability to work in a collaborative and time-sensitive environment
- Clear understanding of algorithms and data structures
- Familiarity with core programming concepts and techniques (concurrency, memory management)
- Comfortable with probability and statistics
- Comfort with standard SDLC tools, version control systems, diff-ing tools
Preferred Qualifications
- 4 to 8 years of professional experience developing high-performance, low-latency systems
- Experience developing with Slang/Secdb is preferred
- Experience developing distributed architecture systems and message bus protocols
- Experience building re-usable building blocks and APIs for trading strategies that can be deployed in global markets; experience building tools for performance analysis, back testing, and visualization
- Linux systems programming experience, including memory management, concurrent programming infrastructure, and the networking stack
- Over 3 years' relevant experience in the Financial industry (algorithmic trading, automation of trader workflows, HFT strategies)
- Knowledge of KDB+ is a plus