Machine Learning jobs in Singapore

DRW is a diversified trading firm with over 3 decades of experience bringing sophisticated technology and exceptional people together to operate in markets around the world. We value autonomy and the ability to quickly pivot to capture opportunities, so we operate using our own capital and trade at our own risk.

Headquartered in Chicago with offices throughout the U.S., Canada, Europe, and Asia, we trade a variety of asset classes including Fixed Income, ETFs, Equities, FX, Commodities and Energy across all major global markets. We have also leveraged our expertise and technology to expand into three non-traditional strategies: real estate, venture capital and cryptoassets.

We operate with respect, curiosity and open minds. The people who thrive here share our belief that it’s not just what we do that matters–it's how we do it. DRW is a place of high expectations, integrity, innovation and a willingness to challenge consensus.

DRW is looking for an outstanding Engineer to lead the data build out for a mid-frequency systematic strategy. In this role, you will be tasked with planning, implementing and maintaining the data platform for a quantitative systematic trading group.

This is a highly visible role where you can make significant impact to the trading desk with upside potential. You will be working directly with the Portfolio Managers, traders and the business head in identifying data needs and implementing high quality data service for trading and research.

How you make an impact:

• Collaborate with Portfolio Managers and Quantitative Researchers in identifying data needs for multi-asset systematic strategy group.
• Lead the build out of industry leading data sets for trading mid-frequency systematic strategies.
• Leading the implementation of right data sourcing strategy and robust data pipelines and data quality management.
• Owning all the data needs for trading purposes. Implementing processes to deliver timely and accurate data sets every day of trading.
• Design and development of features using proprietary or industry standard models.
• Supporting the trading desk enabling daily efficient operation.

What we are looking for:

• A bachelor’s or a master’s degree in computer science, software engineering or equivalent.
• 7+ years of experience building data intensive platforms.
• Prior experience working in a trading team. With in-depth understanding of markets and data needed to trade systematically.
• Prior experience sourcing and building high quality data sets for systematic strategies.
• Collaborated with Research teams and Quants.
• Prior experience implementing modern data pipelines and data lakes is preferable.
• Likes working in a fast paced and performance-oriented environment.

Bonus points if you have:

• Working knowledge of high-level machine learning concepts and lifecycle.
• Prior experience dealing with unstructured data.

The annual base salary range for this position is $175,000 to $225,000, depending on the candidate’s experience, qualifications, and relevant skill set. The position is also eligible for an annual discretionary bonus. In addition, DRW offers a comprehensive suite of employee benefits including group medical, pharmacy, dental and vision insurance, 401k (with discretionary employer match), short and long-term disability, life and AD&D insurance, health savings accounts, and flexible spending accounts

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